diff --git "a/data/telemetry_readings.csv" "b/data/telemetry_readings.csv"
new file mode 100644--- /dev/null
+++ "b/data/telemetry_readings.csv"
@@ -0,0 +1,50001 @@
+reading_id,timestamp,sensor_id,metric_type,unit,machine_id,line_id,shift,status,value,anomaly_flag,alert_message
+1,2024-01-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Supervisory alert generated after three consecutive threshold breaches.
+2,2024-01-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.526,False,Humidity excursion near finishing booth during coating run.
+3,2024-01-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.725,False,Hydraulic line pressure oscillation detected under load.
+4,2024-01-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.543,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5,2024-01-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.181,False,Unbalanced load introduced cyclical pressure ripple.
+6,2024-01-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.808,False,Coolant loop adjustment reduced chamber temperature spread.
+7,2024-01-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.047,False,Humidity readings track seasonal rise across late spring.
+8,2024-01-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.096,False,Edge collector replayed buffered events after network recovery.
+9,2024-01-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Hydraulic line pressure oscillation detected under load.
+10,2024-01-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.625,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11,2024-01-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.881,False,Pressure peak corresponds to oversized billet batch processing.
+12,2024-01-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.468,False,Press cycle dwell time lengthened during high-volume batch.
+13,2024-01-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Air handler maintenance reduced humidity variance on finishing line.
+14,2024-01-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.626,False,Sensor heartbeat delayed by one interval after gateway retry.
+15,2024-01-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.273,False,Maintenance crew confirmed lubrication interval was missed.
+16,2024-01-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.025,False,Temperature remained elevated during unscheduled overtime run.
+17,2024-01-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.53,False,Short-lived packet loss observed at edge gateway gw-02.
+18,2024-01-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.927,False,Telemetry quality flag downgraded during sensor self-test window.
+19,2024-01-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.157,False,Unbalanced load introduced cyclical pressure ripple.
+20,2024-01-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.062,False,Thermal overshoot event coincided with recipe change on furnace.
+21,2024-01-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Reliability engineer tagged sample window for model retraining.
+22,2024-01-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.187,False,Quality team requested trace review for lot 24-118B.
+23,2024-01-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.921,False,Humidity readings track seasonal rise across late spring.
+24,2024-01-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.85,False,Sensor heartbeat delayed by one interval after gateway retry.
+25,2024-01-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.653,False,Coolant loop adjustment reduced chamber temperature spread.
+26,2024-01-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.497,False,Vibration baseline recovered after tool holder replacement.
+27,2024-01-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.323,False,Edge collector replayed buffered events after network recovery.
+28,2024-01-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.988,False,Pressure settled back to nominal after valve reseat.
+29,2024-01-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.353,False,Maintenance crew confirmed lubrication interval was missed.
+30,2024-01-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.511,False,Quality team requested trace review for lot 24-118B.
+31,2024-01-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.835,False,Bearing temperature rising faster than baseline on spindle cell.
+32,2024-01-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.759,False,Pressure settled back to nominal after valve reseat.
+33,2024-01-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.167,False,Coolant loop adjustment reduced chamber temperature spread.
+34,2024-01-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.703,False,Humidity excursion near finishing booth during coating run.
+35,2024-01-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.04,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36,2024-01-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.438,False,Shift handoff note referenced unusual noise near press enclosure.
+37,2024-01-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38,2024-01-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.683,False,Vibration harmonics broadened during extended production run.
+39,2024-01-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.918,False,Humidity readings track seasonal rise across late spring.
+40,2024-01-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.669,False,Edge collector replayed buffered events after network recovery.
+41,2024-01-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.565,False,Supervisory alert generated after three consecutive threshold breaches.
+42,2024-01-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.89,False,Thermal ramp exceeded expected warmup curve before shift start.
+43,2024-01-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.027,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44,2024-01-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.944,False,Humidity climbed during dock-door open period in afternoon shift.
+45,2024-01-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Thermal ramp exceeded expected warmup curve before shift start.
+46,2024-01-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.567,False,Temporary gateway failover completed without data loss.
+47,2024-01-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.28,False,Condensation warning cleared after dehumidifier ramp-up.
+48,2024-01-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.739,False,Night shift startup produced higher than normal vibration floor.
+49,2024-01-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.572,False,Anomaly review flagged possible bearing wear progression.
+50,2024-01-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.82,False,Humidity climbed during dock-door open period in afternoon shift.
+51,2024-01-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.489,False,Vibration baseline recovered after tool holder replacement.
+52,2024-01-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.163,False,Temperature variance narrowed after coolant nozzle cleaning.
+53,2024-01-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Operator reset acknowledged after red-tag inspection.
+54,2024-01-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.722,False,Air handler maintenance reduced humidity variance on finishing line.
+55,2024-01-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.79,False,Short-lived packet loss observed at edge gateway gw-02.
+56,2024-01-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.044,False,Press cycle dwell time lengthened during high-volume batch.
+57,2024-01-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Calibration check overdue by 11 days for press-line transducer.
+58,2024-01-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.79,False,Humidity excursion near finishing booth during coating run.
+59,2024-01-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.628,False,Machine idle period extended during planned sanitation window.
+60,2024-01-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.953,False,Humidity excursion near finishing booth during coating run.
+61,2024-01-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.693,False,Machine throughput increase drove sustained pressure uplift.
+62,2024-01-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.33,False,Quality team requested trace review for lot 24-118B.
+63,2024-01-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.961,False,Maintenance crew confirmed lubrication interval was missed.
+64,2024-01-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.288,False,Transient outlier matched forklift impact near cabinet wall.
+65,2024-01-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.329,False,Air handler maintenance reduced humidity variance on finishing line.
+66,2024-01-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.612,False,Sensor 3 drift suspected after cross-check with manual gauge.
+67,2024-01-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.164,False,Sensor heartbeat delayed by one interval after gateway retry.
+68,2024-01-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.869,False,Coolant loop adjustment reduced chamber temperature spread.
+69,2024-01-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.469,False,Sensor signal clipping observed during startup surge.
+70,2024-01-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.463,False,Anomaly review flagged possible bearing wear progression.
+71,2024-01-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.52,False,Maintenance crew confirmed lubrication interval was missed.
+72,2024-01-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.17,False,Bearing temperature rising faster than baseline on spindle cell.
+73,2024-01-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Maintenance note logged for coupling imbalance inspection.
+74,2024-01-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.898,False,Hydraulic line pressure oscillation detected under load.
+75,2024-01-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.188,False,Pressure settled back to nominal after valve reseat.
+76,2024-01-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.618,False,Sensor 3 drift suspected after cross-check with manual gauge.
+77,2024-01-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.048,False,Coolant loop adjustment reduced chamber temperature spread.
+78,2024-01-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.362,False,Machine idle period extended during planned sanitation window.
+79,2024-01-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.232,False,Humidity excursion near finishing booth during coating run.
+80,2024-01-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.227,False,Vibration harmonics broadened during extended production run.
+81,2024-01-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.74,False,SCADA backfill inserted two delayed telemetry points.
+82,2024-01-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.867,False,Reliability engineer tagged sample window for model retraining.
+83,2024-01-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.63,False,Reliability engineer tagged sample window for model retraining.
+84,2024-01-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.105,False,Temperature variance narrowed after coolant nozzle cleaning.
+85,2024-01-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.678,False,Press cycle dwell time lengthened during high-volume batch.
+86,2024-01-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.819,False,Condensation warning cleared after dehumidifier ramp-up.
+87,2024-01-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.375,False,Short-lived packet loss observed at edge gateway gw-02.
+88,2024-01-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.456,False,Sensor 3 drift suspected after cross-check with manual gauge.
+89,2024-01-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Machine throughput increase drove sustained pressure uplift.
+90,2024-01-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.901,False,Maintenance note logged for coupling imbalance inspection.
+91,2024-01-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.967,False,Pressure line purge completed before restart authorization.
+92,2024-01-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.204,False,Machine idle period extended during planned sanitation window.
+93,2024-01-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Air handler maintenance reduced humidity variance on finishing line.
+94,2024-01-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.882,False,Transient outlier matched forklift impact near cabinet wall.
+95,2024-01-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.456,False,Telemetry quality flag downgraded during sensor self-test window.
+96,2024-01-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.295,False,Dust extraction fan offline for 18 minutes on line finishing.
+97,2024-01-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.333,False,Machine idle period extended during planned sanitation window.
+98,2024-01-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.715,False,Anomaly review flagged possible bearing wear progression.
+99,2024-01-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Pressure peak corresponds to oversized billet batch processing.
+100,2024-01-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.907,False,Machine throughput increase drove sustained pressure uplift.
+101,2024-01-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Machine idle period extended during planned sanitation window.
+102,2024-01-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.734,False,Maintenance scheduler deferred calibration due to spare shortage.
+103,2024-01-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.624,False,Temporary gateway failover completed without data loss.
+104,2024-01-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.559,False,Ambient temperature stabilized after HVAC stage-two engagement.
+105,2024-01-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.499,False,Unbalanced load introduced cyclical pressure ripple.
+106,2024-01-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.994,False,Calibration check overdue by 11 days for press-line transducer.
+107,2024-01-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.187,False,Temporary gateway failover completed without data loss.
+108,2024-01-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.363,False,Maintenance crew confirmed lubrication interval was missed.
+109,2024-01-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.79,False,Transient outlier matched forklift impact near cabinet wall.
+110,2024-01-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.776,False,Anomaly review flagged possible bearing wear progression.
+111,2024-01-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.626,False,Unbalanced load introduced cyclical pressure ripple.
+112,2024-01-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.576,False,Vibration harmonics broadened during extended production run.
+113,2024-01-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.666,False,Operator reported intermittent chatter on machine CNC-04.
+114,2024-01-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.843,False,Operator reported intermittent chatter on machine CNC-04.
+115,2024-01-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.116,False,Sensor 3 drift suspected after cross-check with manual gauge.
+116,2024-01-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Pressure line purge completed before restart authorization.
+117,2024-01-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.07,False,Supervisory alert generated after three consecutive threshold breaches.
+118,2024-01-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.351,False,Maintenance crew confirmed lubrication interval was missed.
+119,2024-01-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Shift handoff note referenced unusual noise near press enclosure.
+120,2024-01-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.234,False,Maintenance note logged for coupling imbalance inspection.
+121,2024-01-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.275,False,Maintenance scheduler deferred calibration due to spare shortage.
+122,2024-01-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.813,False,Maintenance note logged for coupling imbalance inspection.
+123,2024-01-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.887,False,Quality team requested trace review for lot 24-118B.
+124,2024-01-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.753,False,Temperature variance narrowed after coolant nozzle cleaning.
+125,2024-01-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Maintenance note logged for coupling imbalance inspection.
+126,2024-01-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.097,False,Quality hold reduced finishing booth activity for one shift.
+127,2024-01-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.651,False,Calibration check overdue by 11 days for press-line transducer.
+128,2024-01-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.252,False,Maintenance note logged for coupling imbalance inspection.
+129,2024-01-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.777,False,Condensation warning cleared after dehumidifier ramp-up.
+130,2024-01-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.353,False,Operator reported intermittent chatter on machine CNC-04.
+131,2024-01-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.793,False,Ambient temperature stabilized after HVAC stage-two engagement.
+132,2024-01-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.401,False,Operator reset acknowledged after red-tag inspection.
+133,2024-01-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.983,False,Pressure line purge completed before restart authorization.
+134,2024-01-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.037,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+135,2024-01-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.15,False,Operator reset acknowledged after red-tag inspection.
+136,2024-01-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.125,False,Bearing temperature rising faster than baseline on spindle cell.
+137,2024-01-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.601,False,Short-lived packet loss observed at edge gateway gw-02.
+138,2024-01-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.865,False,SCADA backfill inserted two delayed telemetry points.
+139,2024-01-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.378,False,Reliability engineer tagged sample window for model retraining.
+140,2024-01-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.133,False,Compressed air fluctuation introduced pressure noise for two cycles.
+141,2024-01-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Sensor enclosure opened for manual calibration verification.
+142,2024-01-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.694,False,Condensation warning cleared after dehumidifier ramp-up.
+143,2024-01-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.542,False,Compressed air fluctuation introduced pressure noise for two cycles.
+144,2024-01-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.908,False,Warning threshold updated for pilot predictive-maintenance model.
+145,2024-01-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Shift handoff note referenced unusual noise near press enclosure.
+146,2024-01-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.361,False,Vibration harmonics broadened during extended production run.
+147,2024-01-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.254,False,Bearing temperature rising faster than baseline on spindle cell.
+148,2024-01-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.262,False,Condensation warning cleared after dehumidifier ramp-up.
+149,2024-01-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Pressure peak corresponds to oversized billet batch processing.
+150,2024-01-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.378,False,Telemetry quality flag downgraded during sensor self-test window.
+151,2024-01-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.028,False,Thermal overshoot event coincided with recipe change on furnace.
+152,2024-01-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.52,False,Sensor enclosure opened for manual calibration verification.
+153,2024-01-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.5,False,Compressed air fluctuation introduced pressure noise for two cycles.
+154,2024-01-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.036,False,Thermal ramp exceeded expected warmup curve before shift start.
+155,2024-01-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Humidity readings track seasonal rise across late spring.
+156,2024-01-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.745,False,Calibration check overdue by 11 days for press-line transducer.
+157,2024-01-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Hydraulic line pressure oscillation detected under load.
+158,2024-01-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.68,False,Sensor battery health remains nominal after firmware update.
+159,2024-01-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Compressed air fluctuation introduced pressure noise for two cycles.
+160,2024-01-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.694,False,Heat-treat furnace door cycling increased localized temperature spikes.
+161,2024-01-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.564,False,Night shift startup produced higher than normal vibration floor.
+162,2024-01-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.941,False,Supervisory alert generated after three consecutive threshold breaches.
+163,2024-01-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.655,False,SCADA backfill inserted two delayed telemetry points.
+164,2024-01-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.249,False,Supervisory alert generated after three consecutive threshold breaches.
+165,2024-01-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Reliability engineer tagged sample window for model retraining.
+166,2024-01-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.37,False,Humidity climbed during dock-door open period in afternoon shift.
+167,2024-01-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.667,False,Short-lived packet loss observed at edge gateway gw-02.
+168,2024-01-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.034,False,Sensor heartbeat delayed by one interval after gateway retry.
+169,2024-01-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Bearing temperature rising faster than baseline on spindle cell.
+170,2024-01-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.222,False,Vibration baseline recovered after tool holder replacement.
+171,2024-01-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.477,False,Maintenance scheduler deferred calibration due to spare shortage.
+172,2024-01-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.952,False,Warning threshold updated for pilot predictive-maintenance model.
+173,2024-01-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.255,False,Quality hold reduced finishing booth activity for one shift.
+174,2024-01-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.951,False,Sensor 3 drift suspected after cross-check with manual gauge.
+175,2024-01-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.4,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+176,2024-01-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.712,False,Sensor battery health remains nominal after firmware update.
+177,2024-01-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Compressed air fluctuation introduced pressure noise for two cycles.
+178,2024-01-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.784,False,Warning threshold updated for pilot predictive-maintenance model.
+179,2024-01-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.768,False,Humidity excursion near finishing booth during coating run.
+180,2024-01-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.171,False,Temperature variance narrowed after coolant nozzle cleaning.
+181,2024-01-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+182,2024-01-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.071,False,Humidity readings track seasonal rise across late spring.
+183,2024-01-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.632,False,Pressure peak corresponds to oversized billet batch processing.
+184,2024-01-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
+185,2024-01-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.199,False,Maintenance scheduler deferred calibration due to spare shortage.
+186,2024-01-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.979,False,Hydraulic line pressure oscillation detected under load.
+187,2024-01-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.491,False,Ambient temperature stabilized after HVAC stage-two engagement.
+188,2024-01-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.322,False,Quality hold reduced finishing booth activity for one shift.
+189,2024-01-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Maintenance scheduler deferred calibration due to spare shortage.
+190,2024-01-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.581,False,Packaging line stop reduced adjacent vibration background.
+191,2024-01-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.658,False,Pressure settled back to nominal after valve reseat.
+192,2024-01-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.76,False,Packaging line stop reduced adjacent vibration background.
+193,2024-01-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.198,False,Humidity climbed during dock-door open period in afternoon shift.
+194,2024-01-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.258,False,Sensor signal clipping observed during startup surge.
+195,2024-01-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Ambient temperature stabilized after HVAC stage-two engagement.
+196,2024-01-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.043,False,Hydraulic line pressure oscillation detected under load.
+197,2024-01-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.787,False,Humidity climbed during dock-door open period in afternoon shift.
+198,2024-01-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.383,False,Sensor heartbeat delayed by one interval after gateway retry.
+199,2024-01-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.434,False,Temperature variance narrowed after coolant nozzle cleaning.
+200,2024-01-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.992,False,Short-lived packet loss observed at edge gateway gw-02.
+201,2024-01-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+202,2024-01-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.898,False,Transient outlier matched forklift impact near cabinet wall.
+203,2024-01-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.845,False,Temperature remained elevated during unscheduled overtime run.
+204,2024-01-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.314,False,Maintenance crew confirmed lubrication interval was missed.
+205,2024-01-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.014,False,Sensor heartbeat delayed by one interval after gateway retry.
+206,2024-01-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.766,False,Bearing temperature rising faster than baseline on spindle cell.
+207,2024-01-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.085,False,Air handler maintenance reduced humidity variance on finishing line.
+208,2024-01-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.297,False,Pressure peak corresponds to oversized billet batch processing.
+209,2024-01-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.023,False,Sensor enclosure opened for manual calibration verification.
+210,2024-01-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.347,False,Dust extraction fan offline for 18 minutes on line finishing.
+211,2024-01-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.221,False,Machine idle period extended during planned sanitation window.
+212,2024-01-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.239,False,Sensor enclosure opened for manual calibration verification.
+213,2024-01-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Reliability engineer tagged sample window for model retraining.
+214,2024-01-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.665,False,Quality team requested trace review for lot 24-118B.
+215,2024-01-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.198,False,Air handler maintenance reduced humidity variance on finishing line.
+216,2024-01-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.189,False,Temperature remained elevated during unscheduled overtime run.
+217,2024-01-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Press cycle dwell time lengthened during high-volume batch.
+218,2024-01-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.369,False,Reliability engineer tagged sample window for model retraining.
+219,2024-01-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.303,False,Operator reset acknowledged after red-tag inspection.
+220,2024-01-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.504,False,Sensor heartbeat delayed by one interval after gateway retry.
+221,2024-01-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Press cycle dwell time lengthened during high-volume batch.
+222,2024-01-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.342,False,Short-lived packet loss observed at edge gateway gw-02.
+223,2024-01-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.412,False,Shift handoff note referenced unusual noise near press enclosure.
+224,2024-01-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.821,False,Quality team requested trace review for lot 24-118B.
+225,2024-01-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.369,False,Sensor enclosure opened for manual calibration verification.
+226,2024-01-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.384,False,Vibration harmonics broadened during extended production run.
+227,2024-01-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.692,False,Sensor enclosure opened for manual calibration verification.
+228,2024-01-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.711,False,Humidity baseline improved after seal replacement.
+229,2024-01-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.284,False,Press cycle dwell time lengthened during high-volume batch.
+230,2024-01-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.78,False,Quality team requested trace review for lot 24-118B.
+231,2024-01-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.548,False,Bearing temperature rising faster than baseline on spindle cell.
+232,2024-01-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.291,False,Warning threshold updated for pilot predictive-maintenance model.
+233,2024-01-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.567,False,Pressure line purge completed before restart authorization.
+234,2024-01-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.523,False,Heat-treat furnace door cycling increased localized temperature spikes.
+235,2024-01-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.493,False,Transient outlier matched forklift impact near cabinet wall.
+236,2024-01-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.483,False,Sensor 3 drift suspected after cross-check with manual gauge.
+237,2024-01-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.057,False,Maintenance crew confirmed lubrication interval was missed.
+238,2024-01-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.759,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+239,2024-01-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.434,False,Vibration harmonics broadened during extended production run.
+240,2024-01-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.787,False,Night shift startup produced higher than normal vibration floor.
+241,2024-01-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.348,False,Reliability engineer tagged sample window for model retraining.
+242,2024-01-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.438,False,Operator reset acknowledged after red-tag inspection.
+243,2024-01-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.446,False,Condensation warning cleared after dehumidifier ramp-up.
+244,2024-01-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.91,False,Sensor signal clipping observed during startup surge.
+245,2024-01-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.761,False,Coolant loop adjustment reduced chamber temperature spread.
+246,2024-01-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.886,False,Maintenance crew confirmed lubrication interval was missed.
+247,2024-01-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.282,False,Vibration burst exceeds envelope during tool change cycle.
+248,2024-01-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.671,False,Machine throughput increase drove sustained pressure uplift.
+249,2024-01-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.143,False,Unbalanced load introduced cyclical pressure ripple.
+250,2024-01-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.832,False,Anomaly review flagged possible bearing wear progression.
+251,2024-01-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.055,False,Maintenance crew confirmed lubrication interval was missed.
+252,2024-01-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.186,False,Maintenance note logged for coupling imbalance inspection.
+253,2024-01-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Sensor 3 drift suspected after cross-check with manual gauge.
+254,2024-01-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.86,False,Operator reported intermittent chatter on machine CNC-04.
+255,2024-01-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.117,False,Humidity climbed during dock-door open period in afternoon shift.
+256,2024-01-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.577,False,Bearing temperature rising faster than baseline on spindle cell.
+257,2024-01-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.341,False,Reliability engineer tagged sample window for model retraining.
+258,2024-01-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.912,False,Thermal overshoot event coincided with recipe change on furnace.
+259,2024-01-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.556,False,Heat-treat furnace door cycling increased localized temperature spikes.
+260,2024-01-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.457,False,Maintenance crew confirmed lubrication interval was missed.
+261,2024-01-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.859,False,Bearing temperature rising faster than baseline on spindle cell.
+262,2024-01-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.123,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+263,2024-01-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.453,False,Temporary gateway failover completed without data loss.
+264,2024-01-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.146,False,Ambient temperature stabilized after HVAC stage-two engagement.
+265,2024-01-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.701,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+266,2024-01-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.841,False,Machine idle period extended during planned sanitation window.
+267,2024-01-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.203,False,Sensor signal clipping observed during startup surge.
+268,2024-01-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.284,False,SCADA backfill inserted two delayed telemetry points.
+269,2024-01-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.683,False,Vibration baseline recovered after tool holder replacement.
+270,2024-01-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.114,False,Dust extraction fan offline for 18 minutes on line finishing.
+271,2024-01-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.189,False,Condensation warning cleared after dehumidifier ramp-up.
+272,2024-01-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.041,False,Sensor signal clipping observed during startup surge.
+273,2024-01-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.846,False,Condensation warning cleared after dehumidifier ramp-up.
+274,2024-01-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.796,False,Supervisory alert generated after three consecutive threshold breaches.
+275,2024-01-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Thermal overshoot event coincided with recipe change on furnace.
+276,2024-01-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.001,False,Pressure line purge completed before restart authorization.
+277,2024-01-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.35,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+278,2024-01-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.065,False,Sensor 3 drift suspected after cross-check with manual gauge.
+279,2024-01-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.901,False,Thermal overshoot event coincided with recipe change on furnace.
+280,2024-01-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.228,False,Edge collector replayed buffered events after network recovery.
+281,2024-01-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.504,False,Quality team requested trace review for lot 24-118B.
+282,2024-01-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.72,False,Shift handoff note referenced unusual noise near press enclosure.
+283,2024-01-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.034,False,Anomaly review flagged possible bearing wear progression.
+284,2024-01-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.572,False,Temperature remained elevated during unscheduled overtime run.
+285,2024-01-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.284,False,Sensor enclosure opened for manual calibration verification.
+286,2024-01-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.747,False,Humidity readings track seasonal rise across late spring.
+287,2024-01-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.081,False,Anomaly review flagged possible bearing wear progression.
+288,2024-01-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.904,False,Sensor battery health remains nominal after firmware update.
+289,2024-01-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.638,False,Air handler maintenance reduced humidity variance on finishing line.
+290,2024-01-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.363,False,Humidity climbed during dock-door open period in afternoon shift.
+291,2024-01-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Sensor battery health remains nominal after firmware update.
+292,2024-01-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.993,False,Packaging line stop reduced adjacent vibration background.
+293,2024-01-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.202,False,Thermal overshoot event coincided with recipe change on furnace.
+294,2024-01-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.553,False,Operator reset acknowledged after red-tag inspection.
+295,2024-01-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Shift handoff note referenced unusual noise near press enclosure.
+296,2024-01-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.318,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+297,2024-01-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.237,False,Dust extraction fan offline for 18 minutes on line finishing.
+298,2024-01-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.594,False,Short-lived packet loss observed at edge gateway gw-02.
+299,2024-01-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.139,False,Humidity excursion near finishing booth during coating run.
+300,2024-01-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.837,False,Sensor heartbeat delayed by one interval after gateway retry.
+301,2024-01-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Bearing temperature rising faster than baseline on spindle cell.
+302,2024-01-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.187,False,Short-lived packet loss observed at edge gateway gw-02.
+303,2024-01-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.422,False,Machine idle period extended during planned sanitation window.
+304,2024-01-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.157,False,Quality hold reduced finishing booth activity for one shift.
+305,2024-01-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,SCADA backfill inserted two delayed telemetry points.
+306,2024-01-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.582,False,Maintenance crew confirmed lubrication interval was missed.
+307,2024-01-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.555,False,Condensation warning cleared after dehumidifier ramp-up.
+308,2024-01-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.904,False,Sensor battery health remains nominal after firmware update.
+309,2024-01-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.523,False,Telemetry quality flag downgraded during sensor self-test window.
+310,2024-01-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.924,False,Operator reset acknowledged after red-tag inspection.
+311,2024-01-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.743,False,Vibration burst exceeds envelope during tool change cycle.
+312,2024-01-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.056,False,Condensation warning cleared after dehumidifier ramp-up.
+313,2024-01-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Hydraulic line pressure oscillation detected under load.
+314,2024-01-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.414,False,Pressure line purge completed before restart authorization.
+315,2024-01-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.544,False,Temperature variance narrowed after coolant nozzle cleaning.
+316,2024-01-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.978,False,Pressure settled back to nominal after valve reseat.
+317,2024-01-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.18,False,Unbalanced load introduced cyclical pressure ripple.
+318,2024-01-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.178,False,Sensor signal clipping observed during startup surge.
+319,2024-01-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Humidity climbed during dock-door open period in afternoon shift.
+320,2024-01-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.216,False,Operator reported intermittent chatter on machine CNC-04.
+321,2024-01-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.293,False,Bearing temperature rising faster than baseline on spindle cell.
+322,2024-01-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.072,False,Maintenance note logged for coupling imbalance inspection.
+323,2024-01-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.605,False,Humidity climbed during dock-door open period in afternoon shift.
+324,2024-01-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.72,False,Heat-treat furnace door cycling increased localized temperature spikes.
+325,2024-01-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Ambient temperature stabilized after HVAC stage-two engagement.
+326,2024-01-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.432,False,Shift handoff note referenced unusual noise near press enclosure.
+327,2024-01-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.114,False,Machine idle period extended during planned sanitation window.
+328,2024-01-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.161,False,Air handler maintenance reduced humidity variance on finishing line.
+329,2024-01-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Pressure peak corresponds to oversized billet batch processing.
+330,2024-01-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.153,False,SCADA backfill inserted two delayed telemetry points.
+331,2024-01-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.37,False,Maintenance scheduler deferred calibration due to spare shortage.
+332,2024-01-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.085,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+333,2024-01-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Humidity baseline improved after seal replacement.
+334,2024-01-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.064,False,Night shift startup produced higher than normal vibration floor.
+335,2024-01-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.543,False,Compressed air fluctuation introduced pressure noise for two cycles.
+336,2024-01-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.187,False,Maintenance scheduler deferred calibration due to spare shortage.
+337,2024-01-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Anomaly review flagged possible bearing wear progression.
+338,2024-01-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.682,False,Pressure line purge completed before restart authorization.
+339,2024-01-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.96,False,Vibration baseline recovered after tool holder replacement.
+340,2024-01-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.979,False,Short-lived packet loss observed at edge gateway gw-02.
+341,2024-01-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.634,False,Calibration check overdue by 11 days for press-line transducer.
+342,2024-01-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.772,False,Vibration baseline recovered after tool holder replacement.
+343,2024-01-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.747,False,Thermal overshoot event coincided with recipe change on furnace.
+344,2024-01-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.967,False,Reliability engineer tagged sample window for model retraining.
+345,2024-01-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.13,False,Edge collector replayed buffered events after network recovery.
+346,2024-01-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.346,False,Vibration baseline recovered after tool holder replacement.
+347,2024-01-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.596,False,Warning threshold updated for pilot predictive-maintenance model.
+348,2024-01-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.495,False,Humidity readings track seasonal rise across late spring.
+349,2024-01-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.82,False,Quality hold reduced finishing booth activity for one shift.
+350,2024-01-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.952,False,Thermal ramp exceeded expected warmup curve before shift start.
+351,2024-01-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Pressure settled back to nominal after valve reseat.
+352,2024-01-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.905,False,Thermal ramp exceeded expected warmup curve before shift start.
+353,2024-01-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Pressure settled back to nominal after valve reseat.
+354,2024-01-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.946,False,Quality hold reduced finishing booth activity for one shift.
+355,2024-01-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.321,False,Anomaly review flagged possible bearing wear progression.
+356,2024-01-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.042,False,Supervisory alert generated after three consecutive threshold breaches.
+357,2024-01-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.354,False,Condensation warning cleared after dehumidifier ramp-up.
+358,2024-01-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.443,False,Pressure line purge completed before restart authorization.
+359,2024-01-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.004,False,Vibration baseline recovered after tool holder replacement.
+360,2024-01-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.08,False,Telemetry quality flag downgraded during sensor self-test window.
+361,2024-01-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.038,False,Coolant loop adjustment reduced chamber temperature spread.
+362,2024-01-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.338,False,Telemetry quality flag downgraded during sensor self-test window.
+363,2024-01-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.603,False,Compressed air fluctuation introduced pressure noise for two cycles.
+364,2024-01-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.86,False,Quality team requested trace review for lot 24-118B.
+365,2024-01-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.972,False,Operator reset acknowledged after red-tag inspection.
+366,2024-01-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.911,False,Maintenance crew confirmed lubrication interval was missed.
+367,2024-01-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Humidity excursion near finishing booth during coating run.
+368,2024-01-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.312,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+369,2024-01-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.259,False,Ambient temperature stabilized after HVAC stage-two engagement.
+370,2024-01-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.294,False,Heat-treat furnace door cycling increased localized temperature spikes.
+371,2024-01-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.513,False,SCADA backfill inserted two delayed telemetry points.
+372,2024-01-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.207,False,Sensor 3 drift suspected after cross-check with manual gauge.
+373,2024-01-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Reliability engineer tagged sample window for model retraining.
+374,2024-01-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.641,False,Pressure settled back to nominal after valve reseat.
+375,2024-01-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Vibration baseline recovered after tool holder replacement.
+376,2024-01-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.932,False,Vibration burst exceeds envelope during tool change cycle.
+377,2024-01-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.724,False,Compressed air fluctuation introduced pressure noise for two cycles.
+378,2024-01-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.771,False,Temporary gateway failover completed without data loss.
+379,2024-01-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Sensor signal clipping observed during startup surge.
+380,2024-01-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.692,False,Compressed air fluctuation introduced pressure noise for two cycles.
+381,2024-01-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.227,False,Temperature variance narrowed after coolant nozzle cleaning.
+382,2024-01-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.748,False,Humidity excursion near finishing booth during coating run.
+383,2024-01-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.451,False,Pressure line purge completed before restart authorization.
+384,2024-01-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.718,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+385,2024-01-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.899,False,Quality hold reduced finishing booth activity for one shift.
+386,2024-01-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.901,False,Dust extraction fan offline for 18 minutes on line finishing.
+387,2024-01-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.103,False,Telemetry quality flag downgraded during sensor self-test window.
+388,2024-01-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.053,False,Temperature variance narrowed after coolant nozzle cleaning.
+389,2024-01-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.85,False,Edge collector replayed buffered events after network recovery.
+390,2024-01-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.599,False,Transient outlier matched forklift impact near cabinet wall.
+391,2024-01-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Anomaly review flagged possible bearing wear progression.
+392,2024-01-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.994,False,SCADA backfill inserted two delayed telemetry points.
+393,2024-01-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.101,False,Transient outlier matched forklift impact near cabinet wall.
+394,2024-01-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.631,False,Bearing temperature rising faster than baseline on spindle cell.
+395,2024-01-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.525,False,Short-lived packet loss observed at edge gateway gw-02.
+396,2024-01-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.475,False,Vibration burst exceeds envelope during tool change cycle.
+397,2024-01-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.756,False,Condensation warning cleared after dehumidifier ramp-up.
+398,2024-01-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.42,False,Sensor enclosure opened for manual calibration verification.
+399,2024-01-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.135,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+400,2024-01-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.932,False,Operator reported intermittent chatter on machine CNC-04.
+401,2024-01-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.452,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+402,2024-01-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.28,False,Calibration check overdue by 11 days for press-line transducer.
+403,2024-01-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.349,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+404,2024-01-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.342,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+405,2024-01-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.094,False,SCADA backfill inserted two delayed telemetry points.
+406,2024-01-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.421,False,Shift handoff note referenced unusual noise near press enclosure.
+407,2024-01-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.99,False,Shift handoff note referenced unusual noise near press enclosure.
+408,2024-01-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.869,False,Unbalanced load introduced cyclical pressure ripple.
+409,2024-01-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.274,False,Operator reported intermittent chatter on machine CNC-04.
+410,2024-01-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.476,False,Packaging line stop reduced adjacent vibration background.
+411,2024-01-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.639,False,Air handler maintenance reduced humidity variance on finishing line.
+412,2024-01-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.991,False,Quality team requested trace review for lot 24-118B.
+413,2024-01-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.933,False,Quality team requested trace review for lot 24-118B.
+414,2024-01-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.676,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+415,2024-01-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.699,False,Transient outlier matched forklift impact near cabinet wall.
+416,2024-01-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.996,False,Telemetry quality flag downgraded during sensor self-test window.
+417,2024-01-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.299,False,Temporary gateway failover completed without data loss.
+418,2024-01-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.145,False,Short-lived packet loss observed at edge gateway gw-02.
+419,2024-01-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.75,False,Maintenance note logged for coupling imbalance inspection.
+420,2024-01-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.972,False,Coolant loop adjustment reduced chamber temperature spread.
+421,2024-01-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.337,False,Anomaly review flagged possible bearing wear progression.
+422,2024-01-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.857,False,SCADA backfill inserted two delayed telemetry points.
+423,2024-01-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.268,False,Maintenance note logged for coupling imbalance inspection.
+424,2024-01-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.162,False,Vibration harmonics broadened during extended production run.
+425,2024-01-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Operator reported intermittent chatter on machine CNC-04.
+426,2024-01-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.723,False,Bearing temperature rising faster than baseline on spindle cell.
+427,2024-01-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.946,False,Machine idle period extended during planned sanitation window.
+428,2024-01-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.055,False,Maintenance note logged for coupling imbalance inspection.
+429,2024-01-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.531,False,Warning threshold updated for pilot predictive-maintenance model.
+430,2024-01-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.955,False,Dust extraction fan offline for 18 minutes on line finishing.
+431,2024-01-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.672,False,Humidity readings track seasonal rise across late spring.
+432,2024-01-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.585,False,Calibration check overdue by 11 days for press-line transducer.
+433,2024-01-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.531,False,Machine throughput increase drove sustained pressure uplift.
+434,2024-01-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.881,False,Operator reset acknowledged after red-tag inspection.
+435,2024-01-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Press cycle dwell time lengthened during high-volume batch.
+436,2024-01-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.528,False,SCADA backfill inserted two delayed telemetry points.
+437,2024-01-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.319,False,Quality team requested trace review for lot 24-118B.
+438,2024-01-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.453,False,Anomaly review flagged possible bearing wear progression.
+439,2024-01-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.225,False,Machine throughput increase drove sustained pressure uplift.
+440,2024-01-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.404,False,Maintenance note logged for coupling imbalance inspection.
+441,2024-01-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.643,False,Quality team requested trace review for lot 24-118B.
+442,2024-01-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.682,False,Telemetry quality flag downgraded during sensor self-test window.
+443,2024-01-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.057,False,Press cycle dwell time lengthened during high-volume batch.
+444,2024-01-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.126,False,Shift handoff note referenced unusual noise near press enclosure.
+445,2024-01-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Packaging line stop reduced adjacent vibration background.
+446,2024-01-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.048,False,Supervisory alert generated after three consecutive threshold breaches.
+447,2024-01-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.226,False,Humidity readings track seasonal rise across late spring.
+448,2024-01-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.131,False,Pressure settled back to nominal after valve reseat.
+449,2024-01-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+450,2024-01-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.824,False,Maintenance note logged for coupling imbalance inspection.
+451,2024-01-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.056,False,Vibration burst exceeds envelope during tool change cycle.
+452,2024-01-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.989,False,Humidity climbed during dock-door open period in afternoon shift.
+453,2024-01-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.1,False,Sensor enclosure opened for manual calibration verification.
+454,2024-01-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.0,False,Vibration harmonics broadened during extended production run.
+455,2024-01-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.633,False,Operator reset acknowledged after red-tag inspection.
+456,2024-01-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.714,False,Sensor heartbeat delayed by one interval after gateway retry.
+457,2024-01-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.405,False,Heat-treat furnace door cycling increased localized temperature spikes.
+458,2024-01-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.701,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+459,2024-01-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.07,False,Operator reported intermittent chatter on machine CNC-04.
+460,2024-01-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.833,False,Short-lived packet loss observed at edge gateway gw-02.
+461,2024-01-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.652,False,Temporary gateway failover completed without data loss.
+462,2024-01-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.022,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+463,2024-01-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.053,False,Transient outlier matched forklift impact near cabinet wall.
+464,2024-01-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.559,False,Maintenance crew confirmed lubrication interval was missed.
+465,2024-01-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.398,False,Humidity readings track seasonal rise across late spring.
+466,2024-01-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.196,False,Humidity climbed during dock-door open period in afternoon shift.
+467,2024-01-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.666,False,Sensor battery health remains nominal after firmware update.
+468,2024-01-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.713,False,Condensation warning cleared after dehumidifier ramp-up.
+469,2024-01-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Sensor enclosure opened for manual calibration verification.
+470,2024-01-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.143,False,Heat-treat furnace door cycling increased localized temperature spikes.
+471,2024-01-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.723,False,Sensor battery health remains nominal after firmware update.
+472,2024-01-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.706,False,Quality team requested trace review for lot 24-118B.
+473,2024-01-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.054,False,Transient outlier matched forklift impact near cabinet wall.
+474,2024-01-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.799,False,Heat-treat furnace door cycling increased localized temperature spikes.
+475,2024-01-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.046,False,Unbalanced load introduced cyclical pressure ripple.
+476,2024-01-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.391,False,Unbalanced load introduced cyclical pressure ripple.
+477,2024-01-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Press cycle dwell time lengthened during high-volume batch.
+478,2024-01-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.577,False,Condensation warning cleared after dehumidifier ramp-up.
+479,2024-01-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.096,False,Sensor signal clipping observed during startup surge.
+480,2024-01-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.328,False,Machine throughput increase drove sustained pressure uplift.
+481,2024-01-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Sensor heartbeat delayed by one interval after gateway retry.
+482,2024-01-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.287,False,Heat-treat furnace door cycling increased localized temperature spikes.
+483,2024-01-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.697,False,Pressure peak corresponds to oversized billet batch processing.
+484,2024-01-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.645,False,Telemetry quality flag downgraded during sensor self-test window.
+485,2024-01-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,SCADA backfill inserted two delayed telemetry points.
+486,2024-01-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.84,False,Night shift startup produced higher than normal vibration floor.
+487,2024-01-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Humidity baseline improved after seal replacement.
+488,2024-01-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.196,False,Humidity baseline improved after seal replacement.
+489,2024-01-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.061,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+490,2024-01-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.458,False,Condensation warning cleared after dehumidifier ramp-up.
+491,2024-01-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.06,False,Calibration check overdue by 11 days for press-line transducer.
+492,2024-01-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.299,False,Anomaly review flagged possible bearing wear progression.
+493,2024-01-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.979,False,Bearing temperature rising faster than baseline on spindle cell.
+494,2024-01-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.634,False,Anomaly review flagged possible bearing wear progression.
+495,2024-01-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.195,False,Bearing temperature rising faster than baseline on spindle cell.
+496,2024-01-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.928,False,Temperature remained elevated during unscheduled overtime run.
+497,2024-01-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Shift handoff note referenced unusual noise near press enclosure.
+498,2024-01-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.12,False,Pressure peak corresponds to oversized billet batch processing.
+499,2024-01-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.33,False,Coolant loop adjustment reduced chamber temperature spread.
+500,2024-01-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.548,False,Temperature variance narrowed after coolant nozzle cleaning.
+501,2024-01-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.908,False,Quality team requested trace review for lot 24-118B.
+502,2024-01-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.064,False,Thermal overshoot event coincided with recipe change on furnace.
+503,2024-01-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.125,False,Temperature variance narrowed after coolant nozzle cleaning.
+504,2024-01-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.967,False,Operator reset acknowledged after red-tag inspection.
+505,2024-01-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.097,False,Maintenance note logged for coupling imbalance inspection.
+506,2024-01-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.518,False,Machine throughput increase drove sustained pressure uplift.
+507,2024-01-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Pressure peak corresponds to oversized billet batch processing.
+508,2024-01-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.283,False,Night shift startup produced higher than normal vibration floor.
+509,2024-01-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.82,False,Humidity excursion near finishing booth during coating run.
+510,2024-01-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.626,False,Pressure settled back to nominal after valve reseat.
+511,2024-01-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.693,False,Temporary gateway failover completed without data loss.
+512,2024-01-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.625,False,Pressure settled back to nominal after valve reseat.
+513,2024-01-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.116,False,Machine idle period extended during planned sanitation window.
+514,2024-01-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.423,False,Transient outlier matched forklift impact near cabinet wall.
+515,2024-01-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Anomaly review flagged possible bearing wear progression.
+516,2024-01-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.033,False,Temperature remained elevated during unscheduled overtime run.
+517,2024-01-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.699,False,Transient outlier matched forklift impact near cabinet wall.
+518,2024-01-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.029,False,Coolant loop adjustment reduced chamber temperature spread.
+519,2024-01-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.24,False,Operator reported intermittent chatter on machine CNC-04.
+520,2024-01-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.336,False,Pressure settled back to nominal after valve reseat.
+521,2024-01-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.24,False,Machine throughput increase drove sustained pressure uplift.
+522,2024-01-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.469,False,Maintenance note logged for coupling imbalance inspection.
+523,2024-01-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.662,False,Supervisory alert generated after three consecutive threshold breaches.
+524,2024-01-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.877,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+525,2024-01-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.971,False,Machine throughput increase drove sustained pressure uplift.
+526,2024-01-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.9,False,SCADA backfill inserted two delayed telemetry points.
+527,2024-01-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.886,False,Sensor heartbeat delayed by one interval after gateway retry.
+528,2024-01-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.919,False,SCADA backfill inserted two delayed telemetry points.
+529,2024-01-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.768,False,Humidity readings track seasonal rise across late spring.
+530,2024-01-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.256,False,Humidity readings track seasonal rise across late spring.
+531,2024-01-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.67,False,Transient outlier matched forklift impact near cabinet wall.
+532,2024-01-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.016,False,Vibration harmonics broadened during extended production run.
+533,2024-01-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.941,False,Hydraulic line pressure oscillation detected under load.
+534,2024-01-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.677,False,Thermal overshoot event coincided with recipe change on furnace.
+535,2024-01-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.896,False,Operator reset acknowledged after red-tag inspection.
+536,2024-01-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.703,False,Vibration burst exceeds envelope during tool change cycle.
+537,2024-01-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.526,False,Unbalanced load introduced cyclical pressure ripple.
+538,2024-01-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.104,False,SCADA backfill inserted two delayed telemetry points.
+539,2024-01-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.467,False,Maintenance scheduler deferred calibration due to spare shortage.
+540,2024-01-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.031,False,Edge collector replayed buffered events after network recovery.
+541,2024-01-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.678,False,Humidity excursion near finishing booth during coating run.
+542,2024-01-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.911,False,Telemetry quality flag downgraded during sensor self-test window.
+543,2024-01-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.462,False,Anomaly review flagged possible bearing wear progression.
+544,2024-01-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,51.698,False,Humidity excursion near finishing booth during coating run.
+545,2024-01-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.227,False,Humidity excursion near finishing booth during coating run.
+546,2024-01-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.594,False,Temporary gateway failover completed without data loss.
+547,2024-01-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Thermal ramp exceeded expected warmup curve before shift start.
+548,2024-01-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.998,False,Thermal ramp exceeded expected warmup curve before shift start.
+549,2024-01-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.646,False,Vibration harmonics broadened during extended production run.
+550,2024-01-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.701,False,Condensation warning cleared after dehumidifier ramp-up.
+551,2024-01-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.333,False,Warning threshold updated for pilot predictive-maintenance model.
+552,2024-01-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.257,False,Anomaly review flagged possible bearing wear progression.
+553,2024-01-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.06,False,Edge collector replayed buffered events after network recovery.
+554,2024-01-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.85,False,Air handler maintenance reduced humidity variance on finishing line.
+555,2024-01-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Sensor battery health remains nominal after firmware update.
+556,2024-01-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.576,False,Reliability engineer tagged sample window for model retraining.
+557,2024-01-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.036,False,Thermal ramp exceeded expected warmup curve before shift start.
+558,2024-01-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.228,False,Anomaly review flagged possible bearing wear progression.
+559,2024-01-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.852,False,Warning threshold updated for pilot predictive-maintenance model.
+560,2024-01-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.317,False,Sensor enclosure opened for manual calibration verification.
+561,2024-01-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.985,False,Compressed air fluctuation introduced pressure noise for two cycles.
+562,2024-01-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.777,False,Dust extraction fan offline for 18 minutes on line finishing.
+563,2024-01-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.245,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+564,2024-01-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.212,False,Calibration check overdue by 11 days for press-line transducer.
+565,2024-01-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Pressure peak corresponds to oversized billet batch processing.
+566,2024-01-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.314,False,Coolant loop adjustment reduced chamber temperature spread.
+567,2024-01-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.789,False,Vibration baseline recovered after tool holder replacement.
+568,2024-01-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.321,False,Pressure peak corresponds to oversized billet batch processing.
+569,2024-01-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.142,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+570,2024-01-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.672,False,Calibration check overdue by 11 days for press-line transducer.
+571,2024-01-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.969,False,Warning threshold updated for pilot predictive-maintenance model.
+572,2024-01-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.162,False,Quality team requested trace review for lot 24-118B.
+573,2024-01-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Sensor enclosure opened for manual calibration verification.
+574,2024-01-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.46,False,Reliability engineer tagged sample window for model retraining.
+575,2024-01-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.772,False,Pressure settled back to nominal after valve reseat.
+576,2024-01-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.099,False,Press cycle dwell time lengthened during high-volume batch.
+577,2024-01-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.46,False,Warning threshold updated for pilot predictive-maintenance model.
+578,2024-01-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.347,False,Sensor heartbeat delayed by one interval after gateway retry.
+579,2024-01-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.581,False,Humidity readings track seasonal rise across late spring.
+580,2024-01-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.569,False,Warning threshold updated for pilot predictive-maintenance model.
+581,2024-01-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.379,False,Pressure settled back to nominal after valve reseat.
+582,2024-01-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+583,2024-01-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Temperature remained elevated during unscheduled overtime run.
+584,2024-01-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.752,False,Coolant loop adjustment reduced chamber temperature spread.
+585,2024-01-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.334,False,Hydraulic line pressure oscillation detected under load.
+586,2024-01-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.249,False,Calibration check overdue by 11 days for press-line transducer.
+587,2024-01-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.94,False,Temperature variance narrowed after coolant nozzle cleaning.
+588,2024-01-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.724,False,Transient outlier matched forklift impact near cabinet wall.
+589,2024-01-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.839,False,Pressure line purge completed before restart authorization.
+590,2024-01-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.155,False,Humidity readings track seasonal rise across late spring.
+591,2024-01-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.506,False,Temporary gateway failover completed without data loss.
+592,2024-01-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.213,False,Thermal ramp exceeded expected warmup curve before shift start.
+593,2024-01-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.444,False,Edge collector replayed buffered events after network recovery.
+594,2024-01-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.142,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+595,2024-01-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.224,False,Maintenance note logged for coupling imbalance inspection.
+596,2024-01-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.165,False,Shift handoff note referenced unusual noise near press enclosure.
+597,2024-01-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.267,False,Calibration check overdue by 11 days for press-line transducer.
+598,2024-01-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.746,False,Maintenance crew confirmed lubrication interval was missed.
+599,2024-01-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.001,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+600,2024-01-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.64,False,Quality hold reduced finishing booth activity for one shift.
+601,2024-01-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.877,False,Supervisory alert generated after three consecutive threshold breaches.
+602,2024-01-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.18,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+603,2024-01-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.715,False,Press cycle dwell time lengthened during high-volume batch.
+604,2024-01-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.217,False,Coolant loop adjustment reduced chamber temperature spread.
+605,2024-01-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.124,False,Unbalanced load introduced cyclical pressure ripple.
+606,2024-01-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.158,False,Dust extraction fan offline for 18 minutes on line finishing.
+607,2024-01-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Bearing temperature rising faster than baseline on spindle cell.
+608,2024-01-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.799,False,Short-lived packet loss observed at edge gateway gw-02.
+609,2024-01-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.314,False,Reliability engineer tagged sample window for model retraining.
+610,2024-01-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.166,False,Vibration baseline recovered after tool holder replacement.
+611,2024-01-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.932,False,Sensor battery health remains nominal after firmware update.
+612,2024-01-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.133,False,Press cycle dwell time lengthened during high-volume batch.
+613,2024-01-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.851,False,Maintenance scheduler deferred calibration due to spare shortage.
+614,2024-01-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.389,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+615,2024-01-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.609,False,Humidity readings track seasonal rise across late spring.
+616,2024-01-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.589,False,Maintenance crew confirmed lubrication interval was missed.
+617,2024-01-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.152,False,Pressure line purge completed before restart authorization.
+618,2024-01-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.497,False,Vibration harmonics broadened during extended production run.
+619,2024-01-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.723,False,Compressed air fluctuation introduced pressure noise for two cycles.
+620,2024-01-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.103,False,Telemetry quality flag downgraded during sensor self-test window.
+621,2024-01-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Sensor enclosure opened for manual calibration verification.
+622,2024-01-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.067,False,Sensor heartbeat delayed by one interval after gateway retry.
+623,2024-01-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.482,False,Thermal overshoot event coincided with recipe change on furnace.
+624,2024-01-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.964,False,Air handler maintenance reduced humidity variance on finishing line.
+625,2024-01-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.193,False,Vibration baseline recovered after tool holder replacement.
+626,2024-01-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.698,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+627,2024-01-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Coolant loop adjustment reduced chamber temperature spread.
+628,2024-01-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.95,False,Thermal ramp exceeded expected warmup curve before shift start.
+629,2024-01-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.844,False,Edge collector replayed buffered events after network recovery.
+630,2024-01-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.182,False,Ambient temperature stabilized after HVAC stage-two engagement.
+631,2024-01-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.55,False,Warning threshold updated for pilot predictive-maintenance model.
+632,2024-01-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.432,False,Short-lived packet loss observed at edge gateway gw-02.
+633,2024-01-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.253,False,Night shift startup produced higher than normal vibration floor.
+634,2024-01-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.478,False,Night shift startup produced higher than normal vibration floor.
+635,2024-01-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.439,False,Thermal overshoot event coincided with recipe change on furnace.
+636,2024-01-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.75,False,Humidity climbed during dock-door open period in afternoon shift.
+637,2024-01-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Maintenance crew confirmed lubrication interval was missed.
+638,2024-01-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.519,False,Humidity excursion near finishing booth during coating run.
+639,2024-01-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.81,False,Operator reported intermittent chatter on machine CNC-04.
+640,2024-01-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.345,False,Compressed air fluctuation introduced pressure noise for two cycles.
+641,2024-01-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Thermal overshoot event coincided with recipe change on furnace.
+642,2024-01-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.725,False,Unbalanced load introduced cyclical pressure ripple.
+643,2024-01-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.306,False,Air handler maintenance reduced humidity variance on finishing line.
+644,2024-01-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.167,False,Quality hold reduced finishing booth activity for one shift.
+645,2024-01-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.613,False,Sensor heartbeat delayed by one interval after gateway retry.
+646,2024-01-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.92,False,Sensor battery health remains nominal after firmware update.
+647,2024-01-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.877,False,Vibration baseline recovered after tool holder replacement.
+648,2024-01-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.174,False,Compressed air fluctuation introduced pressure noise for two cycles.
+649,2024-01-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.805,False,Unbalanced load introduced cyclical pressure ripple.
+650,2024-01-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.249,False,Supervisory alert generated after three consecutive threshold breaches.
+651,2024-01-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Sensor heartbeat delayed by one interval after gateway retry.
+652,2024-01-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.13,False,Press cycle dwell time lengthened during high-volume batch.
+653,2024-01-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.999,False,Hydraulic line pressure oscillation detected under load.
+654,2024-01-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.068,False,Heat-treat furnace door cycling increased localized temperature spikes.
+655,2024-01-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.889,False,Anomaly review flagged possible bearing wear progression.
+656,2024-01-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.264,False,Vibration baseline recovered after tool holder replacement.
+657,2024-01-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Thermal overshoot event coincided with recipe change on furnace.
+658,2024-01-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.875,False,Quality hold reduced finishing booth activity for one shift.
+659,2024-01-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.645,False,Unbalanced load introduced cyclical pressure ripple.
+660,2024-01-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.782,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+661,2024-01-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.388,False,Thermal ramp exceeded expected warmup curve before shift start.
+662,2024-01-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.814,False,Maintenance note logged for coupling imbalance inspection.
+663,2024-01-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.981,False,Operator reset acknowledged after red-tag inspection.
+664,2024-01-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.957,False,Operator reset acknowledged after red-tag inspection.
+665,2024-01-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.102,False,Calibration check overdue by 11 days for press-line transducer.
+666,2024-01-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.214,False,Sensor signal clipping observed during startup surge.
+667,2024-01-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Maintenance note logged for coupling imbalance inspection.
+668,2024-01-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.465,False,Machine throughput increase drove sustained pressure uplift.
+669,2024-01-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.8,False,Vibration baseline recovered after tool holder replacement.
+670,2024-01-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.8,False,Reliability engineer tagged sample window for model retraining.
+671,2024-01-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.874,False,Maintenance crew confirmed lubrication interval was missed.
+672,2024-01-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.864,False,Packaging line stop reduced adjacent vibration background.
+673,2024-01-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.648,False,Sensor enclosure opened for manual calibration verification.
+674,2024-01-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.954,False,Quality team requested trace review for lot 24-118B.
+675,2024-01-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.355,False,SCADA backfill inserted two delayed telemetry points.
+676,2024-01-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.721,False,Temperature variance narrowed after coolant nozzle cleaning.
+677,2024-01-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Short-lived packet loss observed at edge gateway gw-02.
+678,2024-01-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.645,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+679,2024-01-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.75,False,Quality team requested trace review for lot 24-118B.
+680,2024-01-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.16,False,Pressure line purge completed before restart authorization.
+681,2024-01-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.482,False,Dust extraction fan offline for 18 minutes on line finishing.
+682,2024-01-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.89,False,Maintenance crew confirmed lubrication interval was missed.
+683,2024-01-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.397,False,Press cycle dwell time lengthened during high-volume batch.
+684,2024-01-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.016,False,Dust extraction fan offline for 18 minutes on line finishing.
+685,2024-01-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.211,False,Shift handoff note referenced unusual noise near press enclosure.
+686,2024-01-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.186,False,Bearing temperature rising faster than baseline on spindle cell.
+687,2024-01-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.81,False,Edge collector replayed buffered events after network recovery.
+688,2024-01-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.215,False,Operator reset acknowledged after red-tag inspection.
+689,2024-01-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Bearing temperature rising faster than baseline on spindle cell.
+690,2024-01-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.524,False,Pressure settled back to nominal after valve reseat.
+691,2024-01-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.619,False,Temperature remained elevated during unscheduled overtime run.
+692,2024-01-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.393,False,Maintenance crew confirmed lubrication interval was missed.
+693,2024-01-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.351,False,Condensation warning cleared after dehumidifier ramp-up.
+694,2024-01-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.683,False,Transient outlier matched forklift impact near cabinet wall.
+695,2024-01-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.475,False,Transient outlier matched forklift impact near cabinet wall.
+696,2024-01-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.826,False,Pressure line purge completed before restart authorization.
+697,2024-01-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.665,False,Night shift startup produced higher than normal vibration floor.
+698,2024-01-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.698,False,Humidity climbed during dock-door open period in afternoon shift.
+699,2024-01-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.718,False,Pressure line purge completed before restart authorization.
+700,2024-01-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.122,False,Quality hold reduced finishing booth activity for one shift.
+701,2024-01-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.691,False,Warning threshold updated for pilot predictive-maintenance model.
+702,2024-01-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.1,False,Air handler maintenance reduced humidity variance on finishing line.
+703,2024-01-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.935,False,Maintenance scheduler deferred calibration due to spare shortage.
+704,2024-01-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.527,False,Sensor heartbeat delayed by one interval after gateway retry.
+705,2024-01-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Press cycle dwell time lengthened during high-volume batch.
+706,2024-01-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.036,False,Maintenance scheduler deferred calibration due to spare shortage.
+707,2024-01-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.424,False,Humidity readings track seasonal rise across late spring.
+708,2024-01-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.712,False,Calibration check overdue by 11 days for press-line transducer.
+709,2024-01-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.594,False,Humidity excursion near finishing booth during coating run.
+710,2024-01-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.181,False,Maintenance crew confirmed lubrication interval was missed.
+711,2024-01-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.853,False,Operator reset acknowledged after red-tag inspection.
+712,2024-01-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.967,False,Hydraulic line pressure oscillation detected under load.
+713,2024-01-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.792,False,Coolant loop adjustment reduced chamber temperature spread.
+714,2024-01-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.967,False,Transient outlier matched forklift impact near cabinet wall.
+715,2024-01-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.083,False,Thermal overshoot event coincided with recipe change on furnace.
+716,2024-01-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.774,False,Coolant loop adjustment reduced chamber temperature spread.
+717,2024-01-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.145,False,Operator reset acknowledged after red-tag inspection.
+718,2024-01-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.12,False,SCADA backfill inserted two delayed telemetry points.
+719,2024-01-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.719,False,Humidity baseline improved after seal replacement.
+720,2024-01-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.611,False,Supervisory alert generated after three consecutive threshold breaches.
+721,2024-01-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.769,False,Dust extraction fan offline for 18 minutes on line finishing.
+722,2024-01-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.296,False,Unbalanced load introduced cyclical pressure ripple.
+723,2024-01-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Operator reset acknowledged after red-tag inspection.
+724,2024-01-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.1,False,Thermal ramp exceeded expected warmup curve before shift start.
+725,2024-01-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Reliability engineer tagged sample window for model retraining.
+726,2024-01-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.169,False,Night shift startup produced higher than normal vibration floor.
+727,2024-01-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Anomaly review flagged possible bearing wear progression.
+728,2024-01-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.635,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+729,2024-01-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.478,False,Transient outlier matched forklift impact near cabinet wall.
+730,2024-01-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.848,False,Sensor heartbeat delayed by one interval after gateway retry.
+731,2024-01-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.035,False,Dust extraction fan offline for 18 minutes on line finishing.
+732,2024-01-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.606,False,Maintenance scheduler deferred calibration due to spare shortage.
+733,2024-01-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Temporary gateway failover completed without data loss.
+734,2024-01-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.945,False,Calibration check overdue by 11 days for press-line transducer.
+735,2024-01-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.628,False,Heat-treat furnace door cycling increased localized temperature spikes.
+736,2024-01-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.999,False,Condensation warning cleared after dehumidifier ramp-up.
+737,2024-01-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.337,False,Sensor enclosure opened for manual calibration verification.
+738,2024-01-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.976,False,Operator reported intermittent chatter on machine CNC-04.
+739,2024-01-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.357,False,Operator reset acknowledged after red-tag inspection.
+740,2024-01-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.553,False,Operator reported intermittent chatter on machine CNC-04.
+741,2024-01-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Maintenance crew confirmed lubrication interval was missed.
+742,2024-01-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.463,False,Pressure peak corresponds to oversized billet batch processing.
+743,2024-01-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Humidity readings track seasonal rise across late spring.
+744,2024-01-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.068,False,Pressure settled back to nominal after valve reseat.
+745,2024-01-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.525,False,Reliability engineer tagged sample window for model retraining.
+746,2024-01-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.548,False,Humidity baseline improved after seal replacement.
+747,2024-01-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Condensation warning cleared after dehumidifier ramp-up.
+748,2024-01-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.081,False,Unbalanced load introduced cyclical pressure ripple.
+749,2024-01-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.741,False,Quality team requested trace review for lot 24-118B.
+750,2024-01-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.695,False,Machine idle period extended during planned sanitation window.
+751,2024-01-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Humidity climbed during dock-door open period in afternoon shift.
+752,2024-01-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.993,False,Short-lived packet loss observed at edge gateway gw-02.
+753,2024-01-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.684,False,Quality team requested trace review for lot 24-118B.
+754,2024-01-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.155,False,Night shift startup produced higher than normal vibration floor.
+755,2024-01-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Pressure line purge completed before restart authorization.
+756,2024-01-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.863,False,Sensor signal clipping observed during startup surge.
+757,2024-01-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Humidity excursion near finishing booth during coating run.
+758,2024-01-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.018,False,Quality team requested trace review for lot 24-118B.
+759,2024-01-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.876,False,Edge collector replayed buffered events after network recovery.
+760,2024-01-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.728,False,Air handler maintenance reduced humidity variance on finishing line.
+761,2024-01-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.65,False,Operator reported intermittent chatter on machine CNC-04.
+762,2024-01-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.28,False,Thermal ramp exceeded expected warmup curve before shift start.
+763,2024-01-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.295,False,Compressed air fluctuation introduced pressure noise for two cycles.
+764,2024-01-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.896,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+765,2024-01-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.808,False,Thermal ramp exceeded expected warmup curve before shift start.
+766,2024-01-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.735,False,Quality team requested trace review for lot 24-118B.
+767,2024-01-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.567,False,Heat-treat furnace door cycling increased localized temperature spikes.
+768,2024-01-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.572,False,Ambient temperature stabilized after HVAC stage-two engagement.
+769,2024-01-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.748,False,Reliability engineer tagged sample window for model retraining.
+770,2024-01-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.565,False,Operator reset acknowledged after red-tag inspection.
+771,2024-01-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Hydraulic line pressure oscillation detected under load.
+772,2024-01-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.081,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+773,2024-01-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Vibration baseline recovered after tool holder replacement.
+774,2024-01-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.113,False,Quality hold reduced finishing booth activity for one shift.
+775,2024-01-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.004,False,Humidity readings track seasonal rise across late spring.
+776,2024-01-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.606,False,Vibration harmonics broadened during extended production run.
+777,2024-01-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Press cycle dwell time lengthened during high-volume batch.
+778,2024-01-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.782,False,Ambient temperature stabilized after HVAC stage-two engagement.
+779,2024-01-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.024,False,Humidity readings track seasonal rise across late spring.
+780,2024-01-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.336,False,Coolant loop adjustment reduced chamber temperature spread.
+781,2024-01-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Shift handoff note referenced unusual noise near press enclosure.
+782,2024-01-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.673,False,SCADA backfill inserted two delayed telemetry points.
+783,2024-01-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.47,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+784,2024-01-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.754,False,Vibration harmonics broadened during extended production run.
+785,2024-01-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.057,False,Pressure settled back to nominal after valve reseat.
+786,2024-01-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.301,False,Supervisory alert generated after three consecutive threshold breaches.
+787,2024-01-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Temporary gateway failover completed without data loss.
+788,2024-01-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.268,False,Maintenance crew confirmed lubrication interval was missed.
+789,2024-01-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.853,False,Temperature remained elevated during unscheduled overtime run.
+790,2024-01-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.267,False,Calibration check overdue by 11 days for press-line transducer.
+791,2024-01-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.5,False,Reliability engineer tagged sample window for model retraining.
+792,2024-01-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.456,False,Bearing temperature rising faster than baseline on spindle cell.
+793,2024-01-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.982,False,Packaging line stop reduced adjacent vibration background.
+794,2024-01-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.201,False,Maintenance note logged for coupling imbalance inspection.
+795,2024-01-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.557,False,Sensor signal clipping observed during startup surge.
+796,2024-01-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.345,False,Quality team requested trace review for lot 24-118B.
+797,2024-01-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.807,False,Humidity excursion near finishing booth during coating run.
+798,2024-01-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.367,False,Maintenance crew confirmed lubrication interval was missed.
+799,2024-01-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.209,False,Compressed air fluctuation introduced pressure noise for two cycles.
+800,2024-01-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.324,False,Vibration burst exceeds envelope during tool change cycle.
+801,2024-01-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Heat-treat furnace door cycling increased localized temperature spikes.
+802,2024-01-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.874,False,Warning threshold updated for pilot predictive-maintenance model.
+803,2024-01-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.473,False,Dust extraction fan offline for 18 minutes on line finishing.
+804,2024-01-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.517,False,Operator reported intermittent chatter on machine CNC-04.
+805,2024-01-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.1,False,Pressure line purge completed before restart authorization.
+806,2024-01-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.602,False,Maintenance scheduler deferred calibration due to spare shortage.
+807,2024-01-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Shift handoff note referenced unusual noise near press enclosure.
+808,2024-01-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.369,False,Shift handoff note referenced unusual noise near press enclosure.
+809,2024-01-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.642,False,Condensation warning cleared after dehumidifier ramp-up.
+810,2024-01-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.609,False,Quality team requested trace review for lot 24-118B.
+811,2024-01-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.025,False,Maintenance scheduler deferred calibration due to spare shortage.
+812,2024-01-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.833,False,Reliability engineer tagged sample window for model retraining.
+813,2024-01-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.241,False,Pressure line purge completed before restart authorization.
+814,2024-01-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.621,False,Sensor signal clipping observed during startup surge.
+815,2024-01-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.231,False,Machine throughput increase drove sustained pressure uplift.
+816,2024-01-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.058,False,Sensor heartbeat delayed by one interval after gateway retry.
+817,2024-01-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.046,False,Quality team requested trace review for lot 24-118B.
+818,2024-01-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.79,False,Dust extraction fan offline for 18 minutes on line finishing.
+819,2024-01-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.521,False,Temperature variance narrowed after coolant nozzle cleaning.
+820,2024-01-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.371,False,Quality team requested trace review for lot 24-118B.
+821,2024-01-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.547,False,Heat-treat furnace door cycling increased localized temperature spikes.
+822,2024-01-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.515,False,Sensor enclosure opened for manual calibration verification.
+823,2024-01-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.289,False,Hydraulic line pressure oscillation detected under load.
+824,2024-01-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.849,False,Vibration harmonics broadened during extended production run.
+825,2024-01-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.599,False,Sensor heartbeat delayed by one interval after gateway retry.
+826,2024-01-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.736,False,Night shift startup produced higher than normal vibration floor.
+827,2024-01-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.273,False,Humidity climbed during dock-door open period in afternoon shift.
+828,2024-01-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.695,False,Sensor heartbeat delayed by one interval after gateway retry.
+829,2024-01-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.138,False,Reliability engineer tagged sample window for model retraining.
+830,2024-01-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.0,False,Quality hold reduced finishing booth activity for one shift.
+831,2024-01-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.521,False,Press cycle dwell time lengthened during high-volume batch.
+832,2024-01-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.881,False,Maintenance crew confirmed lubrication interval was missed.
+833,2024-01-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Vibration harmonics broadened during extended production run.
+834,2024-01-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.213,False,Maintenance crew confirmed lubrication interval was missed.
+835,2024-01-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.823,False,Bearing temperature rising faster than baseline on spindle cell.
+836,2024-01-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.028,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+837,2024-01-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.801,False,Air handler maintenance reduced humidity variance on finishing line.
+838,2024-01-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.259,False,Vibration baseline recovered after tool holder replacement.
+839,2024-01-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.286,False,Warning threshold updated for pilot predictive-maintenance model.
+840,2024-01-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.64,False,Ambient temperature stabilized after HVAC stage-two engagement.
+841,2024-01-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.205,False,Machine throughput increase drove sustained pressure uplift.
+842,2024-01-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.962,False,Humidity readings track seasonal rise across late spring.
+843,2024-01-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.227,False,Temporary gateway failover completed without data loss.
+844,2024-01-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.831,False,Operator reported intermittent chatter on machine CNC-04.
+845,2024-01-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.565,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+846,2024-01-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.031,False,Quality hold reduced finishing booth activity for one shift.
+847,2024-01-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.646,False,Humidity baseline improved after seal replacement.
+848,2024-01-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.299,False,Supervisory alert generated after three consecutive threshold breaches.
+849,2024-01-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.124,False,Thermal ramp exceeded expected warmup curve before shift start.
+850,2024-01-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.635,False,Hydraulic line pressure oscillation detected under load.
+851,2024-01-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.84,False,Condensation warning cleared after dehumidifier ramp-up.
+852,2024-01-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.919,False,Warning threshold updated for pilot predictive-maintenance model.
+853,2024-01-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.516,False,Calibration check overdue by 11 days for press-line transducer.
+854,2024-01-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.854,False,Humidity baseline improved after seal replacement.
+855,2024-01-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.152,False,Packaging line stop reduced adjacent vibration background.
+856,2024-01-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.241,False,Calibration check overdue by 11 days for press-line transducer.
+857,2024-01-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.061,False,Warning threshold updated for pilot predictive-maintenance model.
+858,2024-01-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.286,False,Hydraulic line pressure oscillation detected under load.
+859,2024-01-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Pressure settled back to nominal after valve reseat.
+860,2024-01-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.513,False,Press cycle dwell time lengthened during high-volume batch.
+861,2024-01-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Press cycle dwell time lengthened during high-volume batch.
+862,2024-01-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.582,False,Pressure peak corresponds to oversized billet batch processing.
+863,2024-01-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.214,False,Dust extraction fan offline for 18 minutes on line finishing.
+864,2024-01-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.886,False,Sensor signal clipping observed during startup surge.
+865,2024-01-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.34,False,Heat-treat furnace door cycling increased localized temperature spikes.
+866,2024-01-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.737,False,Pressure line purge completed before restart authorization.
+867,2024-01-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.593,False,Calibration check overdue by 11 days for press-line transducer.
+868,2024-01-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.591,False,Temperature variance narrowed after coolant nozzle cleaning.
+869,2024-01-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Operator reported intermittent chatter on machine CNC-04.
+870,2024-01-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.855,False,Maintenance crew confirmed lubrication interval was missed.
+871,2024-01-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Anomaly review flagged possible bearing wear progression.
+872,2024-01-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.507,False,Maintenance crew confirmed lubrication interval was missed.
+873,2024-01-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.315,False,Edge collector replayed buffered events after network recovery.
+874,2024-01-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.643,False,Shift handoff note referenced unusual noise near press enclosure.
+875,2024-01-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.963,False,Air handler maintenance reduced humidity variance on finishing line.
+876,2024-01-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.86,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+877,2024-01-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.231,False,Thermal overshoot event coincided with recipe change on furnace.
+878,2024-01-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.171,False,Unbalanced load introduced cyclical pressure ripple.
+879,2024-01-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.405,False,Telemetry quality flag downgraded during sensor self-test window.
+880,2024-01-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.932,False,Sensor enclosure opened for manual calibration verification.
+881,2024-01-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.589,False,Humidity excursion near finishing booth during coating run.
+882,2024-01-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.068,False,Vibration harmonics broadened during extended production run.
+883,2024-01-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.609,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+884,2024-01-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.772,False,Humidity readings track seasonal rise across late spring.
+885,2024-01-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Warning threshold updated for pilot predictive-maintenance model.
+886,2024-01-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.745,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+887,2024-01-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Packaging line stop reduced adjacent vibration background.
+888,2024-01-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.428,False,Machine idle period extended during planned sanitation window.
+889,2024-01-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Press cycle dwell time lengthened during high-volume batch.
+890,2024-01-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.434,False,Compressed air fluctuation introduced pressure noise for two cycles.
+891,2024-01-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.617,False,Maintenance crew confirmed lubrication interval was missed.
+892,2024-01-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,58.556,False,Bearing temperature rising faster than baseline on spindle cell.
+893,2024-01-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.114,False,Sensor 3 drift suspected after cross-check with manual gauge.
+894,2024-01-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.405,False,Maintenance scheduler deferred calibration due to spare shortage.
+895,2024-01-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.284,False,Humidity baseline improved after seal replacement.
+896,2024-01-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.926,False,Thermal ramp exceeded expected warmup curve before shift start.
+897,2024-01-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.132,False,Humidity readings track seasonal rise across late spring.
+898,2024-01-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.533,False,Maintenance scheduler deferred calibration due to spare shortage.
+899,2024-01-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Temperature remained elevated during unscheduled overtime run.
+900,2024-01-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.253,False,Compressed air fluctuation introduced pressure noise for two cycles.
+901,2024-01-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Operator reset acknowledged after red-tag inspection.
+902,2024-01-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.46,False,Anomaly review flagged possible bearing wear progression.
+903,2024-01-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.338,False,Maintenance note logged for coupling imbalance inspection.
+904,2024-01-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.415,False,Maintenance note logged for coupling imbalance inspection.
+905,2024-01-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.225,False,Bearing temperature rising faster than baseline on spindle cell.
+906,2024-01-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.36,False,Sensor signal clipping observed during startup surge.
+907,2024-01-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Night shift startup produced higher than normal vibration floor.
+908,2024-01-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.981,False,Operator reset acknowledged after red-tag inspection.
+909,2024-01-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.403,False,Pressure line purge completed before restart authorization.
+910,2024-01-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.523,False,Anomaly review flagged possible bearing wear progression.
+911,2024-01-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,Quality hold reduced finishing booth activity for one shift.
+912,2024-01-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.697,False,Anomaly review flagged possible bearing wear progression.
+913,2024-01-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.209,False,Shift handoff note referenced unusual noise near press enclosure.
+914,2024-01-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.138,False,Sensor battery health remains nominal after firmware update.
+915,2024-01-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.912,False,Thermal ramp exceeded expected warmup curve before shift start.
+916,2024-01-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.219,False,Hydraulic line pressure oscillation detected under load.
+917,2024-01-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.971,False,Shift handoff note referenced unusual noise near press enclosure.
+918,2024-01-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.995,False,Humidity excursion near finishing booth during coating run.
+919,2024-01-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Telemetry quality flag downgraded during sensor self-test window.
+920,2024-01-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.551,False,Humidity baseline improved after seal replacement.
+921,2024-01-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.481,False,Supervisory alert generated after three consecutive threshold breaches.
+922,2024-01-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.485,False,Heat-treat furnace door cycling increased localized temperature spikes.
+923,2024-01-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.411,False,Sensor heartbeat delayed by one interval after gateway retry.
+924,2024-01-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.246,False,Operator reset acknowledged after red-tag inspection.
+925,2024-01-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.772,False,Calibration check overdue by 11 days for press-line transducer.
+926,2024-01-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.977,False,Machine throughput increase drove sustained pressure uplift.
+927,2024-01-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.451,False,Machine throughput increase drove sustained pressure uplift.
+928,2024-01-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.487,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+929,2024-01-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.848,False,Humidity climbed during dock-door open period in afternoon shift.
+930,2024-01-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.462,False,Sensor 3 drift suspected after cross-check with manual gauge.
+931,2024-01-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Temporary gateway failover completed without data loss.
+932,2024-01-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.671,False,Machine idle period extended during planned sanitation window.
+933,2024-01-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.186,False,Temperature remained elevated during unscheduled overtime run.
+934,2024-01-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.811,False,Packaging line stop reduced adjacent vibration background.
+935,2024-01-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Night shift startup produced higher than normal vibration floor.
+936,2024-01-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.071,False,Quality team requested trace review for lot 24-118B.
+937,2024-01-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.743,False,Maintenance scheduler deferred calibration due to spare shortage.
+938,2024-01-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.425,False,Thermal overshoot event coincided with recipe change on furnace.
+939,2024-01-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.74,False,Compressed air fluctuation introduced pressure noise for two cycles.
+940,2024-01-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.022,False,Edge collector replayed buffered events after network recovery.
+941,2024-01-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Unbalanced load introduced cyclical pressure ripple.
+942,2024-01-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.553,False,Humidity baseline improved after seal replacement.
+943,2024-01-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.474,False,Hydraulic line pressure oscillation detected under load.
+944,2024-01-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.092,False,Dust extraction fan offline for 18 minutes on line finishing.
+945,2024-01-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.536,False,Quality hold reduced finishing booth activity for one shift.
+946,2024-01-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.793,False,Anomaly review flagged possible bearing wear progression.
+947,2024-01-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.528,False,Maintenance note logged for coupling imbalance inspection.
+948,2024-01-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.862,False,Pressure settled back to nominal after valve reseat.
+949,2024-01-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.435,False,Humidity baseline improved after seal replacement.
+950,2024-01-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.224,False,Heat-treat furnace door cycling increased localized temperature spikes.
+951,2024-01-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Dust extraction fan offline for 18 minutes on line finishing.
+952,2024-01-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.226,False,Short-lived packet loss observed at edge gateway gw-02.
+953,2024-01-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.56,False,Pressure settled back to nominal after valve reseat.
+954,2024-01-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.211,False,Humidity excursion near finishing booth during coating run.
+955,2024-01-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.234,False,Maintenance note logged for coupling imbalance inspection.
+956,2024-01-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.614,False,Vibration burst exceeds envelope during tool change cycle.
+957,2024-01-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.489,False,Vibration baseline recovered after tool holder replacement.
+958,2024-01-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.179,False,Vibration baseline recovered after tool holder replacement.
+959,2024-01-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.007,False,Machine idle period extended during planned sanitation window.
+960,2024-01-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.774,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+961,2024-01-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Humidity readings track seasonal rise across late spring.
+962,2024-01-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.702,False,Warning threshold updated for pilot predictive-maintenance model.
+963,2024-01-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.71,False,Vibration baseline recovered after tool holder replacement.
+964,2024-01-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.681,False,Maintenance note logged for coupling imbalance inspection.
+965,2024-01-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.41,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+966,2024-01-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.296,False,Humidity baseline improved after seal replacement.
+967,2024-01-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.342,False,Dust extraction fan offline for 18 minutes on line finishing.
+968,2024-01-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.586,False,Sensor battery health remains nominal after firmware update.
+969,2024-01-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.804,False,Reliability engineer tagged sample window for model retraining.
+970,2024-01-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.4,False,Vibration baseline recovered after tool holder replacement.
+971,2024-01-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Vibration harmonics broadened during extended production run.
+972,2024-01-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.567,False,Short-lived packet loss observed at edge gateway gw-02.
+973,2024-01-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.882,False,Hydraulic line pressure oscillation detected under load.
+974,2024-01-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.809,False,Bearing temperature rising faster than baseline on spindle cell.
+975,2024-01-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.374,False,Unbalanced load introduced cyclical pressure ripple.
+976,2024-01-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.946,False,Temporary gateway failover completed without data loss.
+977,2024-01-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.001,False,Press cycle dwell time lengthened during high-volume batch.
+978,2024-01-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.831,False,Temporary gateway failover completed without data loss.
+979,2024-01-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.911,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+980,2024-01-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.578,False,Short-lived packet loss observed at edge gateway gw-02.
+981,2024-01-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.746,False,Edge collector replayed buffered events after network recovery.
+982,2024-01-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.014,False,Thermal overshoot event coincided with recipe change on furnace.
+983,2024-01-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.376,False,Dust extraction fan offline for 18 minutes on line finishing.
+984,2024-01-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.66,False,Sensor battery health remains nominal after firmware update.
+985,2024-01-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.689,False,Humidity climbed during dock-door open period in afternoon shift.
+986,2024-01-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.581,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+987,2024-01-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.375,False,Condensation warning cleared after dehumidifier ramp-up.
+988,2024-01-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.745,False,Unbalanced load introduced cyclical pressure ripple.
+989,2024-01-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.922,False,Press cycle dwell time lengthened during high-volume batch.
+990,2024-01-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.968,False,Reliability engineer tagged sample window for model retraining.
+991,2024-01-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.815,False,Sensor heartbeat delayed by one interval after gateway retry.
+992,2024-01-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.011,False,Maintenance crew confirmed lubrication interval was missed.
+993,2024-01-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Maintenance scheduler deferred calibration due to spare shortage.
+994,2024-01-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.171,False,Reliability engineer tagged sample window for model retraining.
+995,2024-01-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.131,False,Packaging line stop reduced adjacent vibration background.
+996,2024-01-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.714,False,Sensor 3 drift suspected after cross-check with manual gauge.
+997,2024-01-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.662,False,Humidity climbed during dock-door open period in afternoon shift.
+998,2024-01-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.026,False,Quality team requested trace review for lot 24-118B.
+999,2024-01-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.901,False,Vibration baseline recovered after tool holder replacement.
+1000,2024-01-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.321,False,Shift handoff note referenced unusual noise near press enclosure.
+1001,2024-01-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Bearing temperature rising faster than baseline on spindle cell.
+1002,2024-01-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.041,False,Sensor battery health remains nominal after firmware update.
+1003,2024-01-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.283,False,Dust extraction fan offline for 18 minutes on line finishing.
+1004,2024-01-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.592,False,Humidity excursion near finishing booth during coating run.
+1005,2024-01-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Temperature variance narrowed after coolant nozzle cleaning.
+1006,2024-01-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.783,False,Temperature remained elevated during unscheduled overtime run.
+1007,2024-01-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.468,False,Unbalanced load introduced cyclical pressure ripple.
+1008,2024-01-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.023,False,Machine throughput increase drove sustained pressure uplift.
+1009,2024-01-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.793,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1010,2024-01-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.352,False,Supervisory alert generated after three consecutive threshold breaches.
+1011,2024-01-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.736,False,Reliability engineer tagged sample window for model retraining.
+1012,2024-01-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.255,False,Edge collector replayed buffered events after network recovery.
+1013,2024-01-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.672,False,Humidity baseline improved after seal replacement.
+1014,2024-01-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.783,False,Quality hold reduced finishing booth activity for one shift.
+1015,2024-01-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.209,False,Calibration check overdue by 11 days for press-line transducer.
+1016,2024-01-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.062,False,Sensor signal clipping observed during startup surge.
+1017,2024-01-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Temporary gateway failover completed without data loss.
+1018,2024-01-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.194,False,Sensor enclosure opened for manual calibration verification.
+1019,2024-01-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.398,False,Maintenance scheduler deferred calibration due to spare shortage.
+1020,2024-01-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.225,False,Pressure settled back to nominal after valve reseat.
+1021,2024-01-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.562,False,Edge collector replayed buffered events after network recovery.
+1022,2024-01-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.14,False,Shift handoff note referenced unusual noise near press enclosure.
+1023,2024-01-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.674,False,Transient outlier matched forklift impact near cabinet wall.
+1024,2024-01-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.786,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1025,2024-01-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.93,False,Pressure peak corresponds to oversized billet batch processing.
+1026,2024-01-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.722,False,Thermal ramp exceeded expected warmup curve before shift start.
+1027,2024-01-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.069,False,Packaging line stop reduced adjacent vibration background.
+1028,2024-01-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.381,False,Temperature remained elevated during unscheduled overtime run.
+1029,2024-01-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.092,False,Temperature remained elevated during unscheduled overtime run.
+1030,2024-01-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.093,False,Quality team requested trace review for lot 24-118B.
+1031,2024-01-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.698,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1032,2024-01-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.754,False,Telemetry quality flag downgraded during sensor self-test window.
+1033,2024-01-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.344,False,Sensor signal clipping observed during startup surge.
+1034,2024-01-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.527,False,Calibration check overdue by 11 days for press-line transducer.
+1035,2024-01-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.22,False,Shift handoff note referenced unusual noise near press enclosure.
+1036,2024-01-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.78,False,Maintenance scheduler deferred calibration due to spare shortage.
+1037,2024-01-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.547,False,Air handler maintenance reduced humidity variance on finishing line.
+1038,2024-01-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.257,False,Operator reported intermittent chatter on machine CNC-04.
+1039,2024-01-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.267,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1040,2024-01-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.252,False,Quality team requested trace review for lot 24-118B.
+1041,2024-01-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Maintenance scheduler deferred calibration due to spare shortage.
+1042,2024-01-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.892,False,Maintenance scheduler deferred calibration due to spare shortage.
+1043,2024-01-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.984,False,Quality team requested trace review for lot 24-118B.
+1044,2024-01-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.009,False,Quality hold reduced finishing booth activity for one shift.
+1045,2024-01-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1046,2024-01-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.867,False,Telemetry quality flag downgraded during sensor self-test window.
+1047,2024-01-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.101,False,Packaging line stop reduced adjacent vibration background.
+1048,2024-01-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.67,False,Transient outlier matched forklift impact near cabinet wall.
+1049,2024-01-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.443,False,Calibration check overdue by 11 days for press-line transducer.
+1050,2024-01-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.996,False,Operator reset acknowledged after red-tag inspection.
+1051,2024-01-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.564,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1052,2024-01-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.112,False,Shift handoff note referenced unusual noise near press enclosure.
+1053,2024-01-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Humidity climbed during dock-door open period in afternoon shift.
+1054,2024-01-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.632,False,Temporary gateway failover completed without data loss.
+1055,2024-01-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.267,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1056,2024-01-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.431,False,Temporary gateway failover completed without data loss.
+1057,2024-01-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Pressure settled back to nominal after valve reseat.
+1058,2024-01-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.557,False,SCADA backfill inserted two delayed telemetry points.
+1059,2024-01-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.484,False,Operator reset acknowledged after red-tag inspection.
+1060,2024-01-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.038,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1061,2024-01-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.173,False,Air handler maintenance reduced humidity variance on finishing line.
+1062,2024-01-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.022,False,Press cycle dwell time lengthened during high-volume batch.
+1063,2024-01-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Telemetry quality flag downgraded during sensor self-test window.
+1064,2024-01-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.65,False,Operator reset acknowledged after red-tag inspection.
+1065,2024-01-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.032,False,Packaging line stop reduced adjacent vibration background.
+1066,2024-01-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.413,False,Reliability engineer tagged sample window for model retraining.
+1067,2024-01-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.646,False,Anomaly review flagged possible bearing wear progression.
+1068,2024-01-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.814,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1069,2024-01-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.056,False,Shift handoff note referenced unusual noise near press enclosure.
+1070,2024-01-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.862,False,Condensation warning cleared after dehumidifier ramp-up.
+1071,2024-01-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.878,False,Transient outlier matched forklift impact near cabinet wall.
+1072,2024-01-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.862,False,Quality hold reduced finishing booth activity for one shift.
+1073,2024-01-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.487,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1074,2024-01-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.338,False,Warning threshold updated for pilot predictive-maintenance model.
+1075,2024-01-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.53,False,SCADA backfill inserted two delayed telemetry points.
+1076,2024-01-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.823,False,Sensor enclosure opened for manual calibration verification.
+1077,2024-01-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.594,False,Packaging line stop reduced adjacent vibration background.
+1078,2024-01-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.756,False,Machine idle period extended during planned sanitation window.
+1079,2024-01-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Shift handoff note referenced unusual noise near press enclosure.
+1080,2024-01-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.804,False,Warning threshold updated for pilot predictive-maintenance model.
+1081,2024-01-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.31,False,Temperature remained elevated during unscheduled overtime run.
+1082,2024-01-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.163,False,Humidity excursion near finishing booth during coating run.
+1083,2024-01-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.921,False,Coolant loop adjustment reduced chamber temperature spread.
+1084,2024-01-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.253,False,Edge collector replayed buffered events after network recovery.
+1085,2024-01-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.364,False,Machine throughput increase drove sustained pressure uplift.
+1086,2024-01-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.13,False,Temporary gateway failover completed without data loss.
+1087,2024-01-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.059,False,Sensor battery health remains nominal after firmware update.
+1088,2024-01-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.416,False,Anomaly review flagged possible bearing wear progression.
+1089,2024-01-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Quality hold reduced finishing booth activity for one shift.
+1090,2024-01-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.635,False,Sensor enclosure opened for manual calibration verification.
+1091,2024-01-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.501,False,Quality hold reduced finishing booth activity for one shift.
+1092,2024-01-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.633,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1093,2024-01-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Humidity readings track seasonal rise across late spring.
+1094,2024-01-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.844,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1095,2024-01-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.253,False,Vibration baseline recovered after tool holder replacement.
+1096,2024-01-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.907,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1097,2024-01-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.545,False,SCADA backfill inserted two delayed telemetry points.
+1098,2024-01-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.587,False,Thermal overshoot event coincided with recipe change on furnace.
+1099,2024-01-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.672,False,Telemetry quality flag downgraded during sensor self-test window.
+1100,2024-01-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.578,False,Operator reported intermittent chatter on machine CNC-04.
+1101,2024-01-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.209,False,Edge collector replayed buffered events after network recovery.
+1102,2024-01-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.808,False,Quality hold reduced finishing booth activity for one shift.
+1103,2024-01-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.132,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1104,2024-01-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.393,False,Short-lived packet loss observed at edge gateway gw-02.
+1105,2024-01-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.808,False,Vibration burst exceeds envelope during tool change cycle.
+1106,2024-01-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.419,False,Sensor enclosure opened for manual calibration verification.
+1107,2024-01-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.46,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1108,2024-01-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.269,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1109,2024-01-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.419,False,Humidity baseline improved after seal replacement.
+1110,2024-01-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.861,False,Quality hold reduced finishing booth activity for one shift.
+1111,2024-01-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.517,False,Sensor battery health remains nominal after firmware update.
+1112,2024-01-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.131,False,Pressure settled back to nominal after valve reseat.
+1113,2024-01-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.043,False,Press cycle dwell time lengthened during high-volume batch.
+1114,2024-01-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.906,False,Maintenance note logged for coupling imbalance inspection.
+1115,2024-01-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.418,False,Unbalanced load introduced cyclical pressure ripple.
+1116,2024-01-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.859,False,Calibration check overdue by 11 days for press-line transducer.
+1117,2024-01-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.598,False,Vibration burst exceeds envelope during tool change cycle.
+1118,2024-01-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.911,False,Unbalanced load introduced cyclical pressure ripple.
+1119,2024-01-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.676,False,Vibration harmonics broadened during extended production run.
+1120,2024-01-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.436,False,Anomaly review flagged possible bearing wear progression.
+1121,2024-01-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.512,False,Coolant loop adjustment reduced chamber temperature spread.
+1122,2024-01-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.349,False,Pressure line purge completed before restart authorization.
+1123,2024-01-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.423,False,Coolant loop adjustment reduced chamber temperature spread.
+1124,2024-01-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.775,False,Shift handoff note referenced unusual noise near press enclosure.
+1125,2024-01-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.179,False,Vibration baseline recovered after tool holder replacement.
+1126,2024-01-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.179,False,Supervisory alert generated after three consecutive threshold breaches.
+1127,2024-01-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.786,False,Vibration baseline recovered after tool holder replacement.
+1128,2024-01-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.38,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1129,2024-01-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.614,False,Quality hold reduced finishing booth activity for one shift.
+1130,2024-01-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,60.899,False,Machine idle period extended during planned sanitation window.
+1131,2024-01-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.618,False,Humidity climbed during dock-door open period in afternoon shift.
+1132,2024-01-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.161,False,Quality team requested trace review for lot 24-118B.
+1133,2024-01-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.682,False,Sensor enclosure opened for manual calibration verification.
+1134,2024-01-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.242,False,Pressure line purge completed before restart authorization.
+1135,2024-01-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.596,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1136,2024-01-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.06,False,Machine idle period extended during planned sanitation window.
+1137,2024-01-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.778,False,Warning threshold updated for pilot predictive-maintenance model.
+1138,2024-01-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.014,False,Hydraulic line pressure oscillation detected under load.
+1139,2024-01-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Night shift startup produced higher than normal vibration floor.
+1140,2024-01-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.82,False,Thermal ramp exceeded expected warmup curve before shift start.
+1141,2024-01-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.912,False,Maintenance crew confirmed lubrication interval was missed.
+1142,2024-01-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.88,False,Sensor heartbeat delayed by one interval after gateway retry.
+1143,2024-01-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.495,False,Machine idle period extended during planned sanitation window.
+1144,2024-01-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.659,False,Reliability engineer tagged sample window for model retraining.
+1145,2024-01-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.637,False,Night shift startup produced higher than normal vibration floor.
+1146,2024-01-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.513,False,Humidity baseline improved after seal replacement.
+1147,2024-01-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.059,False,Machine idle period extended during planned sanitation window.
+1148,2024-01-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.458,False,Press cycle dwell time lengthened during high-volume batch.
+1149,2024-01-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.048,False,Short-lived packet loss observed at edge gateway gw-02.
+1150,2024-01-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.565,False,Maintenance note logged for coupling imbalance inspection.
+1151,2024-01-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.656,False,Temperature remained elevated during unscheduled overtime run.
+1152,2024-01-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.184,False,Anomaly review flagged possible bearing wear progression.
+1153,2024-01-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Night shift startup produced higher than normal vibration floor.
+1154,2024-01-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.786,False,Machine throughput increase drove sustained pressure uplift.
+1155,2024-01-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.582,False,Operator reported intermittent chatter on machine CNC-04.
+1156,2024-01-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.778,False,Pressure line purge completed before restart authorization.
+1157,2024-01-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.865,False,Humidity excursion near finishing booth during coating run.
+1158,2024-01-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.613,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1159,2024-01-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.873,False,Thermal ramp exceeded expected warmup curve before shift start.
+1160,2024-01-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.529,False,Sensor enclosure opened for manual calibration verification.
+1161,2024-01-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Warning threshold updated for pilot predictive-maintenance model.
+1162,2024-01-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.143,False,Anomaly review flagged possible bearing wear progression.
+1163,2024-01-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.996,False,Shift handoff note referenced unusual noise near press enclosure.
+1164,2024-01-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.205,False,Sensor battery health remains nominal after firmware update.
+1165,2024-01-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.705,False,Calibration check overdue by 11 days for press-line transducer.
+1166,2024-01-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.779,False,Condensation warning cleared after dehumidifier ramp-up.
+1167,2024-01-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Quality team requested trace review for lot 24-118B.
+1168,2024-01-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.523,False,Humidity excursion near finishing booth during coating run.
+1169,2024-01-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.183,False,Thermal ramp exceeded expected warmup curve before shift start.
+1170,2024-01-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.266,False,Sensor battery health remains nominal after firmware update.
+1171,2024-01-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.354,False,Hydraulic line pressure oscillation detected under load.
+1172,2024-01-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.24,False,Coolant loop adjustment reduced chamber temperature spread.
+1173,2024-01-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.282,False,Vibration baseline recovered after tool holder replacement.
+1174,2024-01-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.97,False,Humidity excursion near finishing booth during coating run.
+1175,2024-01-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.872,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1176,2024-01-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.094,False,Humidity excursion near finishing booth during coating run.
+1177,2024-01-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1178,2024-01-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.333,False,Operator reported intermittent chatter on machine CNC-04.
+1179,2024-01-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.634,False,Calibration check overdue by 11 days for press-line transducer.
+1180,2024-01-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.549,False,Sensor heartbeat delayed by one interval after gateway retry.
+1181,2024-01-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.108,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1182,2024-01-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.459,False,Humidity readings track seasonal rise across late spring.
+1183,2024-01-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.906,False,Machine idle period extended during planned sanitation window.
+1184,2024-01-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.17,False,Unbalanced load introduced cyclical pressure ripple.
+1185,2024-01-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Dust extraction fan offline for 18 minutes on line finishing.
+1186,2024-01-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.417,False,Operator reported intermittent chatter on machine CNC-04.
+1187,2024-01-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.378,False,Maintenance crew confirmed lubrication interval was missed.
+1188,2024-01-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.678,False,Pressure line purge completed before restart authorization.
+1189,2024-01-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Pressure peak corresponds to oversized billet batch processing.
+1190,2024-01-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.164,False,Humidity climbed during dock-door open period in afternoon shift.
+1191,2024-01-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.01,False,Unbalanced load introduced cyclical pressure ripple.
+1192,2024-01-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.512,False,Humidity readings track seasonal rise across late spring.
+1193,2024-01-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.703,False,Pressure line purge completed before restart authorization.
+1194,2024-01-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.171,False,Machine idle period extended during planned sanitation window.
+1195,2024-01-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.534,False,Quality team requested trace review for lot 24-118B.
+1196,2024-01-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.493,False,Operator reported intermittent chatter on machine CNC-04.
+1197,2024-01-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.193,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1198,2024-01-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.519,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1199,2024-01-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,SCADA backfill inserted two delayed telemetry points.
+1200,2024-01-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.097,False,Quality hold reduced finishing booth activity for one shift.
+1201,2024-01-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.61,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1202,2024-01-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.276,False,Unbalanced load introduced cyclical pressure ripple.
+1203,2024-01-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.312,False,Warning threshold updated for pilot predictive-maintenance model.
+1204,2024-01-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.611,False,Condensation warning cleared after dehumidifier ramp-up.
+1205,2024-01-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.401,False,Vibration harmonics broadened during extended production run.
+1206,2024-01-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.591,False,Humidity climbed during dock-door open period in afternoon shift.
+1207,2024-01-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.233,False,Machine idle period extended during planned sanitation window.
+1208,2024-01-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.944,False,Air handler maintenance reduced humidity variance on finishing line.
+1209,2024-01-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.004,False,Press cycle dwell time lengthened during high-volume batch.
+1210,2024-01-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.963,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1211,2024-01-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.862,False,Humidity excursion near finishing booth during coating run.
+1212,2024-01-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.237,False,Humidity climbed during dock-door open period in afternoon shift.
+1213,2024-01-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.536,False,Vibration harmonics broadened during extended production run.
+1214,2024-01-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.458,False,Pressure settled back to nominal after valve reseat.
+1215,2024-01-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.36,False,Machine throughput increase drove sustained pressure uplift.
+1216,2024-01-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.32,False,Night shift startup produced higher than normal vibration floor.
+1217,2024-01-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.363,False,Air handler maintenance reduced humidity variance on finishing line.
+1218,2024-01-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.514,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1219,2024-01-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.417,False,Quality hold reduced finishing booth activity for one shift.
+1220,2024-01-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.819,False,Sensor signal clipping observed during startup surge.
+1221,2024-01-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.23,False,Operator reset acknowledged after red-tag inspection.
+1222,2024-01-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.974,False,Operator reset acknowledged after red-tag inspection.
+1223,2024-01-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.525,False,Operator reset acknowledged after red-tag inspection.
+1224,2024-01-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.218,False,Telemetry quality flag downgraded during sensor self-test window.
+1225,2024-01-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Maintenance scheduler deferred calibration due to spare shortage.
+1226,2024-01-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.818,False,Temporary gateway failover completed without data loss.
+1227,2024-01-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.486,False,Dust extraction fan offline for 18 minutes on line finishing.
+1228,2024-01-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.894,False,Quality team requested trace review for lot 24-118B.
+1229,2024-01-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.887,False,Telemetry quality flag downgraded during sensor self-test window.
+1230,2024-01-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.009,False,Maintenance crew confirmed lubrication interval was missed.
+1231,2024-01-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.744,False,Maintenance crew confirmed lubrication interval was missed.
+1232,2024-01-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.816,False,Pressure line purge completed before restart authorization.
+1233,2024-01-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Dust extraction fan offline for 18 minutes on line finishing.
+1234,2024-01-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.893,False,Thermal ramp exceeded expected warmup curve before shift start.
+1235,2024-01-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.787,False,Machine throughput increase drove sustained pressure uplift.
+1236,2024-01-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.11,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1237,2024-01-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Unbalanced load introduced cyclical pressure ripple.
+1238,2024-01-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.325,False,Maintenance note logged for coupling imbalance inspection.
+1239,2024-01-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.375,False,Transient outlier matched forklift impact near cabinet wall.
+1240,2024-01-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.714,False,Temporary gateway failover completed without data loss.
+1241,2024-01-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Maintenance crew confirmed lubrication interval was missed.
+1242,2024-01-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.12,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1243,2024-01-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.592,False,Humidity climbed during dock-door open period in afternoon shift.
+1244,2024-01-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.369,False,Temperature remained elevated during unscheduled overtime run.
+1245,2024-01-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Machine throughput increase drove sustained pressure uplift.
+1246,2024-01-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.998,False,Maintenance crew confirmed lubrication interval was missed.
+1247,2024-01-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.208,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1248,2024-01-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.351,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1249,2024-01-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1250,2024-01-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.801,False,Telemetry quality flag downgraded during sensor self-test window.
+1251,2024-01-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.146,False,Pressure settled back to nominal after valve reseat.
+1252,2024-01-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.921,False,SCADA backfill inserted two delayed telemetry points.
+1253,2024-01-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.734,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1254,2024-01-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.712,False,Pressure settled back to nominal after valve reseat.
+1255,2024-01-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.273,False,Humidity readings track seasonal rise across late spring.
+1256,2024-01-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.327,False,Machine throughput increase drove sustained pressure uplift.
+1257,2024-01-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.145,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1258,2024-01-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.667,False,Air handler maintenance reduced humidity variance on finishing line.
+1259,2024-01-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.056,False,Bearing temperature rising faster than baseline on spindle cell.
+1260,2024-01-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.877,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1261,2024-01-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1262,2024-01-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.051,False,Quality hold reduced finishing booth activity for one shift.
+1263,2024-01-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.281,False,Press cycle dwell time lengthened during high-volume batch.
+1264,2024-01-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.792,False,Humidity climbed during dock-door open period in afternoon shift.
+1265,2024-01-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.431,False,Air handler maintenance reduced humidity variance on finishing line.
+1266,2024-01-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.543,False,Hydraulic line pressure oscillation detected under load.
+1267,2024-01-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.221,False,Humidity baseline improved after seal replacement.
+1268,2024-01-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.343,False,Sensor battery health remains nominal after firmware update.
+1269,2024-01-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.933,False,Humidity readings track seasonal rise across late spring.
+1270,2024-01-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.613,False,Pressure settled back to nominal after valve reseat.
+1271,2024-01-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.134,False,Vibration harmonics broadened during extended production run.
+1272,2024-01-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.461,False,Anomaly review flagged possible bearing wear progression.
+1273,2024-01-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.594,False,Temperature remained elevated during unscheduled overtime run.
+1274,2024-01-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.189,False,Sensor signal clipping observed during startup surge.
+1275,2024-01-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Maintenance note logged for coupling imbalance inspection.
+1276,2024-01-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.353,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1277,2024-01-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.926,False,Machine throughput increase drove sustained pressure uplift.
+1278,2024-01-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.341,False,Humidity baseline improved after seal replacement.
+1279,2024-01-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.922,False,Vibration baseline recovered after tool holder replacement.
+1280,2024-01-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.502,False,Maintenance note logged for coupling imbalance inspection.
+1281,2024-01-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Supervisory alert generated after three consecutive threshold breaches.
+1282,2024-01-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.281,False,Press cycle dwell time lengthened during high-volume batch.
+1283,2024-01-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.4,False,Vibration baseline recovered after tool holder replacement.
+1284,2024-01-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.994,False,Press cycle dwell time lengthened during high-volume batch.
+1285,2024-01-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.14,False,Maintenance scheduler deferred calibration due to spare shortage.
+1286,2024-01-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.893,False,Humidity climbed during dock-door open period in afternoon shift.
+1287,2024-01-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Press cycle dwell time lengthened during high-volume batch.
+1288,2024-01-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.375,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1289,2024-01-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.952,False,Calibration check overdue by 11 days for press-line transducer.
+1290,2024-01-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.025,False,Sensor enclosure opened for manual calibration verification.
+1291,2024-01-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.272,False,Thermal overshoot event coincided with recipe change on furnace.
+1292,2024-01-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.516,False,Vibration harmonics broadened during extended production run.
+1293,2024-01-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.871,False,Vibration burst exceeds envelope during tool change cycle.
+1294,2024-01-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.919,False,Telemetry quality flag downgraded during sensor self-test window.
+1295,2024-01-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Sensor signal clipping observed during startup surge.
+1296,2024-01-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.787,False,Vibration baseline recovered after tool holder replacement.
+1297,2024-01-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.111,False,Temperature remained elevated during unscheduled overtime run.
+1298,2024-01-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.88,False,Sensor battery health remains nominal after firmware update.
+1299,2024-01-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.859,False,Maintenance crew confirmed lubrication interval was missed.
+1300,2024-01-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.37,False,Vibration harmonics broadened during extended production run.
+1301,2024-01-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1302,2024-01-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.221,False,Pressure line purge completed before restart authorization.
+1303,2024-01-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.523,False,Pressure settled back to nominal after valve reseat.
+1304,2024-01-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.498,False,Machine throughput increase drove sustained pressure uplift.
+1305,2024-01-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.618,False,Supervisory alert generated after three consecutive threshold breaches.
+1306,2024-01-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.743,False,Thermal overshoot event coincided with recipe change on furnace.
+1307,2024-01-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.532,False,Vibration burst exceeds envelope during tool change cycle.
+1308,2024-01-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.242,False,Temperature variance narrowed after coolant nozzle cleaning.
+1309,2024-01-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.651,False,Machine idle period extended during planned sanitation window.
+1310,2024-01-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.976,False,Edge collector replayed buffered events after network recovery.
+1311,2024-01-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Packaging line stop reduced adjacent vibration background.
+1312,2024-01-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.826,False,Transient outlier matched forklift impact near cabinet wall.
+1313,2024-01-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.34,False,Maintenance crew confirmed lubrication interval was missed.
+1314,2024-01-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.863,False,Air handler maintenance reduced humidity variance on finishing line.
+1315,2024-01-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.373,False,Sensor signal clipping observed during startup surge.
+1316,2024-01-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.63,False,Telemetry quality flag downgraded during sensor self-test window.
+1317,2024-01-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.168,False,Sensor enclosure opened for manual calibration verification.
+1318,2024-01-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.752,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1319,2024-01-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Unbalanced load introduced cyclical pressure ripple.
+1320,2024-01-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.646,False,Night shift startup produced higher than normal vibration floor.
+1321,2024-01-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.969,False,Reliability engineer tagged sample window for model retraining.
+1322,2024-01-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.643,False,Hydraulic line pressure oscillation detected under load.
+1323,2024-01-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.748,False,Pressure settled back to nominal after valve reseat.
+1324,2024-01-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.827,False,Temperature variance narrowed after coolant nozzle cleaning.
+1325,2024-01-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.582,False,Pressure peak corresponds to oversized billet batch processing.
+1326,2024-01-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.328,False,Maintenance scheduler deferred calibration due to spare shortage.
+1327,2024-01-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.206,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1328,2024-01-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.751,False,Maintenance note logged for coupling imbalance inspection.
+1329,2024-01-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.905,False,Pressure settled back to nominal after valve reseat.
+1330,2024-01-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.734,False,Air handler maintenance reduced humidity variance on finishing line.
+1331,2024-01-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.63,False,Transient outlier matched forklift impact near cabinet wall.
+1332,2024-01-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Short-lived packet loss observed at edge gateway gw-02.
+1333,2024-01-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.759,False,Vibration harmonics broadened during extended production run.
+1334,2024-01-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.088,False,Telemetry quality flag downgraded during sensor self-test window.
+1335,2024-01-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.335,False,Vibration harmonics broadened during extended production run.
+1336,2024-01-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.942,False,Humidity excursion near finishing booth during coating run.
+1337,2024-01-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.254,False,Humidity baseline improved after seal replacement.
+1338,2024-01-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.686,False,Humidity excursion near finishing booth during coating run.
+1339,2024-01-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.211,False,Transient outlier matched forklift impact near cabinet wall.
+1340,2024-01-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.661,False,Humidity readings track seasonal rise across late spring.
+1341,2024-01-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.618,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1342,2024-01-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.12,False,Condensation warning cleared after dehumidifier ramp-up.
+1343,2024-01-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1344,2024-01-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.51,False,Bearing temperature rising faster than baseline on spindle cell.
+1345,2024-01-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.741,False,Shift handoff note referenced unusual noise near press enclosure.
+1346,2024-01-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.295,False,Transient outlier matched forklift impact near cabinet wall.
+1347,2024-01-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.693,False,Operator reported intermittent chatter on machine CNC-04.
+1348,2024-01-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.024,False,Vibration baseline recovered after tool holder replacement.
+1349,2024-01-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1350,2024-01-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.839,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1351,2024-01-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.666,False,Coolant loop adjustment reduced chamber temperature spread.
+1352,2024-01-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.353,False,Bearing temperature rising faster than baseline on spindle cell.
+1353,2024-01-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Supervisory alert generated after three consecutive threshold breaches.
+1354,2024-01-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.766,False,Sensor heartbeat delayed by one interval after gateway retry.
+1355,2024-01-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.71,False,Press cycle dwell time lengthened during high-volume batch.
+1356,2024-01-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.081,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1357,2024-01-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1358,2024-01-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.115,False,Unbalanced load introduced cyclical pressure ripple.
+1359,2024-01-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Operator reported intermittent chatter on machine CNC-04.
+1360,2024-01-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.83,False,Coolant loop adjustment reduced chamber temperature spread.
+1361,2024-01-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,SCADA backfill inserted two delayed telemetry points.
+1362,2024-01-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.148,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1363,2024-01-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.941,False,Packaging line stop reduced adjacent vibration background.
+1364,2024-01-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.56,False,Maintenance scheduler deferred calibration due to spare shortage.
+1365,2024-01-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.173,False,Sensor signal clipping observed during startup surge.
+1366,2024-01-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.705,False,Quality hold reduced finishing booth activity for one shift.
+1367,2024-01-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.908,False,Sensor signal clipping observed during startup surge.
+1368,2024-01-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.566,False,Warning threshold updated for pilot predictive-maintenance model.
+1369,2024-01-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.438,False,Sensor heartbeat delayed by one interval after gateway retry.
+1370,2024-01-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.8,False,Telemetry quality flag downgraded during sensor self-test window.
+1371,2024-01-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.714,False,Machine idle period extended during planned sanitation window.
+1372,2024-01-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.006,False,Press cycle dwell time lengthened during high-volume batch.
+1373,2024-01-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.668,False,Humidity readings track seasonal rise across late spring.
+1374,2024-01-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.42,False,Bearing temperature rising faster than baseline on spindle cell.
+1375,2024-01-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.569,False,SCADA backfill inserted two delayed telemetry points.
+1376,2024-01-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.299,False,Pressure peak corresponds to oversized billet batch processing.
+1377,2024-01-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.681,False,Condensation warning cleared after dehumidifier ramp-up.
+1378,2024-01-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.684,False,Humidity readings track seasonal rise across late spring.
+1379,2024-01-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.667,False,SCADA backfill inserted two delayed telemetry points.
+1380,2024-01-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.905,False,Sensor enclosure opened for manual calibration verification.
+1381,2024-01-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.0,False,Humidity readings track seasonal rise across late spring.
+1382,2024-01-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.807,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1383,2024-01-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1384,2024-01-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.79,False,Sensor enclosure opened for manual calibration verification.
+1385,2024-01-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.45,False,Pressure line purge completed before restart authorization.
+1386,2024-01-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.416,False,Pressure peak corresponds to oversized billet batch processing.
+1387,2024-01-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Temporary gateway failover completed without data loss.
+1388,2024-01-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.268,False,Vibration baseline recovered after tool holder replacement.
+1389,2024-01-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.427,False,Temperature remained elevated during unscheduled overtime run.
+1390,2024-01-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.934,False,Maintenance scheduler deferred calibration due to spare shortage.
+1391,2024-01-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.602,False,Thermal overshoot event coincided with recipe change on furnace.
+1392,2024-01-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.816,False,Reliability engineer tagged sample window for model retraining.
+1393,2024-01-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.053,False,Vibration harmonics broadened during extended production run.
+1394,2024-01-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.646,False,Shift handoff note referenced unusual noise near press enclosure.
+1395,2024-01-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.906,False,Air handler maintenance reduced humidity variance on finishing line.
+1396,2024-01-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.885,False,Maintenance note logged for coupling imbalance inspection.
+1397,2024-01-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.626,False,Humidity readings track seasonal rise across late spring.
+1398,2024-01-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.99,False,Temperature remained elevated during unscheduled overtime run.
+1399,2024-01-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.324,False,Press cycle dwell time lengthened during high-volume batch.
+1400,2024-01-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.59,False,Pressure line purge completed before restart authorization.
+1401,2024-01-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.569,False,Vibration burst exceeds envelope during tool change cycle.
+1402,2024-01-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.862,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1403,2024-01-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.84,False,Pressure settled back to nominal after valve reseat.
+1404,2024-01-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.726,False,Pressure peak corresponds to oversized billet batch processing.
+1405,2024-01-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.967,False,Pressure settled back to nominal after valve reseat.
+1406,2024-01-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.529,False,Dust extraction fan offline for 18 minutes on line finishing.
+1407,2024-01-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.675,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1408,2024-01-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.642,False,Maintenance crew confirmed lubrication interval was missed.
+1409,2024-01-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.487,False,Machine throughput increase drove sustained pressure uplift.
+1410,2024-01-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.133,False,Unbalanced load introduced cyclical pressure ripple.
+1411,2024-01-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Sensor heartbeat delayed by one interval after gateway retry.
+1412,2024-01-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.826,False,Operator reset acknowledged after red-tag inspection.
+1413,2024-01-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.342,False,Transient outlier matched forklift impact near cabinet wall.
+1414,2024-01-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.651,False,Vibration baseline recovered after tool holder replacement.
+1415,2024-01-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.584,False,Temporary gateway failover completed without data loss.
+1416,2024-01-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.356,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1417,2024-01-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Maintenance crew confirmed lubrication interval was missed.
+1418,2024-01-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.856,False,Dust extraction fan offline for 18 minutes on line finishing.
+1419,2024-01-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.901,False,Supervisory alert generated after three consecutive threshold breaches.
+1420,2024-01-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.363,False,Pressure line purge completed before restart authorization.
+1421,2024-01-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.551,False,Shift handoff note referenced unusual noise near press enclosure.
+1422,2024-01-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.229,False,Transient outlier matched forklift impact near cabinet wall.
+1423,2024-01-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Unbalanced load introduced cyclical pressure ripple.
+1424,2024-01-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.215,False,Night shift startup produced higher than normal vibration floor.
+1425,2024-01-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.508,False,Operator reported intermittent chatter on machine CNC-04.
+1426,2024-01-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.884,False,Temperature variance narrowed after coolant nozzle cleaning.
+1427,2024-01-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.136,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1428,2024-01-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.816,False,Maintenance note logged for coupling imbalance inspection.
+1429,2024-01-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Calibration check overdue by 11 days for press-line transducer.
+1430,2024-01-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.216,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1431,2024-01-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.583,False,Press cycle dwell time lengthened during high-volume batch.
+1432,2024-01-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.294,False,Quality team requested trace review for lot 24-118B.
+1433,2024-01-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.727,False,Hydraulic line pressure oscillation detected under load.
+1434,2024-01-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.201,False,Unbalanced load introduced cyclical pressure ripple.
+1435,2024-01-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.759,False,Vibration baseline recovered after tool holder replacement.
+1436,2024-01-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.569,False,Sensor enclosure opened for manual calibration verification.
+1437,2024-01-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.231,False,Humidity baseline improved after seal replacement.
+1438,2024-01-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.521,False,Packaging line stop reduced adjacent vibration background.
+1439,2024-01-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.099,False,Maintenance scheduler deferred calibration due to spare shortage.
+1440,2024-01-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.812,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1441,2024-01-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.005,False,Coolant loop adjustment reduced chamber temperature spread.
+1442,2024-01-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.504,False,Calibration check overdue by 11 days for press-line transducer.
+1443,2024-01-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.719,False,Bearing temperature rising faster than baseline on spindle cell.
+1444,2024-01-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.947,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1445,2024-01-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Quality hold reduced finishing booth activity for one shift.
+1446,2024-01-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.476,False,Reliability engineer tagged sample window for model retraining.
+1447,2024-01-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.445,False,Temperature variance narrowed after coolant nozzle cleaning.
+1448,2024-01-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.565,False,Air handler maintenance reduced humidity variance on finishing line.
+1449,2024-01-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Sensor signal clipping observed during startup surge.
+1450,2024-01-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.855,False,Packaging line stop reduced adjacent vibration background.
+1451,2024-01-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.572,False,Edge collector replayed buffered events after network recovery.
+1452,2024-01-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.878,False,Thermal overshoot event coincided with recipe change on furnace.
+1453,2024-01-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.765,False,Temporary gateway failover completed without data loss.
+1454,2024-01-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.619,False,Humidity climbed during dock-door open period in afternoon shift.
+1455,2024-01-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.409,False,Telemetry quality flag downgraded during sensor self-test window.
+1456,2024-01-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.574,False,Night shift startup produced higher than normal vibration floor.
+1457,2024-01-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.896,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1458,2024-01-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.755,False,Telemetry quality flag downgraded during sensor self-test window.
+1459,2024-01-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.507,False,Telemetry quality flag downgraded during sensor self-test window.
+1460,2024-01-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.265,False,Thermal ramp exceeded expected warmup curve before shift start.
+1461,2024-01-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.53,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1462,2024-01-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.432,False,Pressure settled back to nominal after valve reseat.
+1463,2024-01-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.876,False,Humidity baseline improved after seal replacement.
+1464,2024-01-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.017,False,Machine throughput increase drove sustained pressure uplift.
+1465,2024-01-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.381,False,Operator reported intermittent chatter on machine CNC-04.
+1466,2024-01-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.936,False,Bearing temperature rising faster than baseline on spindle cell.
+1467,2024-01-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Shift handoff note referenced unusual noise near press enclosure.
+1468,2024-01-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.082,False,Vibration baseline recovered after tool holder replacement.
+1469,2024-01-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Condensation warning cleared after dehumidifier ramp-up.
+1470,2024-01-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.796,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1471,2024-01-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.19,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1472,2024-01-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.235,False,Thermal ramp exceeded expected warmup curve before shift start.
+1473,2024-01-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.673,False,Reliability engineer tagged sample window for model retraining.
+1474,2024-01-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.628,False,Temperature remained elevated during unscheduled overtime run.
+1475,2024-01-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Pressure settled back to nominal after valve reseat.
+1476,2024-01-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.646,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1477,2024-01-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.467,False,Maintenance scheduler deferred calibration due to spare shortage.
+1478,2024-01-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.339,False,Temporary gateway failover completed without data loss.
+1479,2024-01-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.494,False,Thermal overshoot event coincided with recipe change on furnace.
+1480,2024-01-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.887,False,Warning threshold updated for pilot predictive-maintenance model.
+1481,2024-01-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1482,2024-01-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.781,False,Temperature variance narrowed after coolant nozzle cleaning.
+1483,2024-01-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.388,False,Transient outlier matched forklift impact near cabinet wall.
+1484,2024-01-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.452,False,Sensor heartbeat delayed by one interval after gateway retry.
+1485,2024-01-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.837,False,Pressure line purge completed before restart authorization.
+1486,2024-01-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.79,False,Maintenance scheduler deferred calibration due to spare shortage.
+1487,2024-01-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.982,False,Sensor enclosure opened for manual calibration verification.
+1488,2024-01-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.067,False,Sensor signal clipping observed during startup surge.
+1489,2024-01-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.487,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1490,2024-01-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.698,False,Temperature remained elevated during unscheduled overtime run.
+1491,2024-01-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.533,False,Quality team requested trace review for lot 24-118B.
+1492,2024-01-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.059,False,Operator reset acknowledged after red-tag inspection.
+1493,2024-01-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.83,False,SCADA backfill inserted two delayed telemetry points.
+1494,2024-01-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.011,False,Thermal overshoot event coincided with recipe change on furnace.
+1495,2024-01-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.96,False,Temporary gateway failover completed without data loss.
+1496,2024-01-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.576,False,Reliability engineer tagged sample window for model retraining.
+1497,2024-01-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Machine idle period extended during planned sanitation window.
+1498,2024-01-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.131,False,Calibration check overdue by 11 days for press-line transducer.
+1499,2024-01-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.077,False,Press cycle dwell time lengthened during high-volume batch.
+1500,2024-01-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.136,False,Hydraulic line pressure oscillation detected under load.
+1501,2024-01-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.306,False,Short-lived packet loss observed at edge gateway gw-02.
+1502,2024-01-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.379,False,Pressure line purge completed before restart authorization.
+1503,2024-01-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.907,False,Coolant loop adjustment reduced chamber temperature spread.
+1504,2024-01-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.974,False,Sensor battery health remains nominal after firmware update.
+1505,2024-01-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.448,False,Vibration burst exceeds envelope during tool change cycle.
+1506,2024-01-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.397,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1507,2024-01-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.395,False,Transient outlier matched forklift impact near cabinet wall.
+1508,2024-01-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.404,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1509,2024-01-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.541,False,Vibration harmonics broadened during extended production run.
+1510,2024-01-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.902,False,Vibration baseline recovered after tool holder replacement.
+1511,2024-01-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.988,False,Temperature remained elevated during unscheduled overtime run.
+1512,2024-01-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.69,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1513,2024-01-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.347,False,Quality team requested trace review for lot 24-118B.
+1514,2024-01-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.979,False,Vibration baseline recovered after tool holder replacement.
+1515,2024-01-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.624,False,Coolant loop adjustment reduced chamber temperature spread.
+1516,2024-01-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.863,False,Maintenance note logged for coupling imbalance inspection.
+1517,2024-01-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1518,2024-01-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.574,False,Pressure settled back to nominal after valve reseat.
+1519,2024-01-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.442,False,Pressure settled back to nominal after valve reseat.
+1520,2024-01-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.487,False,Reliability engineer tagged sample window for model retraining.
+1521,2024-01-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Quality team requested trace review for lot 24-118B.
+1522,2024-01-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.476,False,Condensation warning cleared after dehumidifier ramp-up.
+1523,2024-01-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.395,False,Edge collector replayed buffered events after network recovery.
+1524,2024-01-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.696,False,Condensation warning cleared after dehumidifier ramp-up.
+1525,2024-01-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.038,False,Machine idle period extended during planned sanitation window.
+1526,2024-01-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.548,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1527,2024-01-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.753,False,Temporary gateway failover completed without data loss.
+1528,2024-01-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.109,False,Press cycle dwell time lengthened during high-volume batch.
+1529,2024-01-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.311,False,Telemetry quality flag downgraded during sensor self-test window.
+1530,2024-01-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.235,False,Humidity excursion near finishing booth during coating run.
+1531,2024-01-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.544,False,Quality team requested trace review for lot 24-118B.
+1532,2024-01-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.599,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1533,2024-01-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.799,False,Vibration baseline recovered after tool holder replacement.
+1534,2024-01-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.37,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1535,2024-01-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.625,False,Dust extraction fan offline for 18 minutes on line finishing.
+1536,2024-01-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.828,False,Maintenance scheduler deferred calibration due to spare shortage.
+1537,2024-01-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.011,False,Temperature variance narrowed after coolant nozzle cleaning.
+1538,2024-01-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.632,False,Temperature variance narrowed after coolant nozzle cleaning.
+1539,2024-01-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.983,False,Edge collector replayed buffered events after network recovery.
+1540,2024-01-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.024,False,Night shift startup produced higher than normal vibration floor.
+1541,2024-01-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Supervisory alert generated after three consecutive threshold breaches.
+1542,2024-01-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.45,False,Pressure peak corresponds to oversized billet batch processing.
+1543,2024-01-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.098,False,Dust extraction fan offline for 18 minutes on line finishing.
+1544,2024-01-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.297,False,Short-lived packet loss observed at edge gateway gw-02.
+1545,2024-01-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,SCADA backfill inserted two delayed telemetry points.
+1546,2024-01-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.335,False,Quality team requested trace review for lot 24-118B.
+1547,2024-01-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.417,False,Sensor heartbeat delayed by one interval after gateway retry.
+1548,2024-01-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.946,False,Sensor battery health remains nominal after firmware update.
+1549,2024-01-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.951,False,Shift handoff note referenced unusual noise near press enclosure.
+1550,2024-01-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.7,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1551,2024-01-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1552,2024-01-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.11,False,Press cycle dwell time lengthened during high-volume batch.
+1553,2024-01-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Humidity readings track seasonal rise across late spring.
+1554,2024-01-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.012,False,Maintenance scheduler deferred calibration due to spare shortage.
+1555,2024-01-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Packaging line stop reduced adjacent vibration background.
+1556,2024-01-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.185,False,Sensor battery health remains nominal after firmware update.
+1557,2024-01-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.539,False,Temperature remained elevated during unscheduled overtime run.
+1558,2024-01-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.525,False,Humidity baseline improved after seal replacement.
+1559,2024-01-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.983,False,Air handler maintenance reduced humidity variance on finishing line.
+1560,2024-01-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.696,False,Maintenance note logged for coupling imbalance inspection.
+1561,2024-01-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.037,False,Bearing temperature rising faster than baseline on spindle cell.
+1562,2024-01-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.379,False,Coolant loop adjustment reduced chamber temperature spread.
+1563,2024-01-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.727,False,Sensor heartbeat delayed by one interval after gateway retry.
+1564,2024-01-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.037,False,Humidity excursion near finishing booth during coating run.
+1565,2024-01-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.917,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1566,2024-01-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.85,False,Vibration baseline recovered after tool holder replacement.
+1567,2024-01-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.639,False,Coolant loop adjustment reduced chamber temperature spread.
+1568,2024-01-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.402,False,Air handler maintenance reduced humidity variance on finishing line.
+1569,2024-01-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1570,2024-01-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.399,False,Shift handoff note referenced unusual noise near press enclosure.
+1571,2024-01-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.927,False,Machine idle period extended during planned sanitation window.
+1572,2024-01-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.583,False,Machine throughput increase drove sustained pressure uplift.
+1573,2024-01-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.089,False,Vibration burst exceeds envelope during tool change cycle.
+1574,2024-01-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.113,False,Unbalanced load introduced cyclical pressure ripple.
+1575,2024-01-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.124,False,Coolant loop adjustment reduced chamber temperature spread.
+1576,2024-01-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.432,False,Machine throughput increase drove sustained pressure uplift.
+1577,2024-01-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1578,2024-01-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.778,False,Coolant loop adjustment reduced chamber temperature spread.
+1579,2024-01-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.042,False,Maintenance note logged for coupling imbalance inspection.
+1580,2024-01-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.855,False,Packaging line stop reduced adjacent vibration background.
+1581,2024-01-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Operator reported intermittent chatter on machine CNC-04.
+1582,2024-01-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.079,False,Pressure line purge completed before restart authorization.
+1583,2024-01-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.204,False,Hydraulic line pressure oscillation detected under load.
+1584,2024-01-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.508,False,Vibration harmonics broadened during extended production run.
+1585,2024-01-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.937,False,Thermal overshoot event coincided with recipe change on furnace.
+1586,2024-01-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.455,False,Humidity readings track seasonal rise across late spring.
+1587,2024-01-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.346,False,Edge collector replayed buffered events after network recovery.
+1588,2024-01-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.43,False,Dust extraction fan offline for 18 minutes on line finishing.
+1589,2024-01-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.161,False,Thermal ramp exceeded expected warmup curve before shift start.
+1590,2024-01-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.485,False,Air handler maintenance reduced humidity variance on finishing line.
+1591,2024-01-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Warning threshold updated for pilot predictive-maintenance model.
+1592,2024-01-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.274,False,Humidity excursion near finishing booth during coating run.
+1593,2024-01-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.484,False,Pressure settled back to nominal after valve reseat.
+1594,2024-01-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.836,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1595,2024-01-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.105,False,Sensor enclosure opened for manual calibration verification.
+1596,2024-01-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.22,False,Machine throughput increase drove sustained pressure uplift.
+1597,2024-01-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.826,False,Condensation warning cleared after dehumidifier ramp-up.
+1598,2024-01-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.607,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1599,2024-01-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.634,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1600,2024-01-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.13,False,Hydraulic line pressure oscillation detected under load.
+1601,2024-01-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.877,False,Temperature remained elevated during unscheduled overtime run.
+1602,2024-01-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.455,False,Telemetry quality flag downgraded during sensor self-test window.
+1603,2024-01-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.812,False,Night shift startup produced higher than normal vibration floor.
+1604,2024-01-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.846,False,Machine idle period extended during planned sanitation window.
+1605,2024-01-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Thermal ramp exceeded expected warmup curve before shift start.
+1606,2024-01-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.431,False,Coolant loop adjustment reduced chamber temperature spread.
+1607,2024-01-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.06,False,Sensor enclosure opened for manual calibration verification.
+1608,2024-01-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.894,False,Sensor heartbeat delayed by one interval after gateway retry.
+1609,2024-01-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.5,False,Shift handoff note referenced unusual noise near press enclosure.
+1610,2024-01-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.578,False,Humidity baseline improved after seal replacement.
+1611,2024-01-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.191,False,Operator reported intermittent chatter on machine CNC-04.
+1612,2024-01-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.422,False,Coolant loop adjustment reduced chamber temperature spread.
+1613,2024-01-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.851,False,Vibration baseline recovered after tool holder replacement.
+1614,2024-01-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.338,False,Thermal ramp exceeded expected warmup curve before shift start.
+1615,2024-01-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Thermal overshoot event coincided with recipe change on furnace.
+1616,2024-01-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.511,False,Reliability engineer tagged sample window for model retraining.
+1617,2024-01-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Maintenance note logged for coupling imbalance inspection.
+1618,2024-01-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.277,False,Maintenance crew confirmed lubrication interval was missed.
+1619,2024-01-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.748,False,Thermal ramp exceeded expected warmup curve before shift start.
+1620,2024-01-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.168,False,Unbalanced load introduced cyclical pressure ripple.
+1621,2024-01-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.547,False,Night shift startup produced higher than normal vibration floor.
+1622,2024-01-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.3,False,Operator reset acknowledged after red-tag inspection.
+1623,2024-01-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1624,2024-01-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.414,False,Short-lived packet loss observed at edge gateway gw-02.
+1625,2024-01-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.364,False,Bearing temperature rising faster than baseline on spindle cell.
+1626,2024-01-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.505,False,Thermal ramp exceeded expected warmup curve before shift start.
+1627,2024-01-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.184,False,Temperature variance narrowed after coolant nozzle cleaning.
+1628,2024-01-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.118,False,Quality team requested trace review for lot 24-118B.
+1629,2024-01-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,SCADA backfill inserted two delayed telemetry points.
+1630,2024-01-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.947,False,Sensor signal clipping observed during startup surge.
+1631,2024-01-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.694,False,Supervisory alert generated after three consecutive threshold breaches.
+1632,2024-01-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.602,False,Vibration baseline recovered after tool holder replacement.
+1633,2024-01-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.079,False,Thermal ramp exceeded expected warmup curve before shift start.
+1634,2024-01-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.746,False,Sensor signal clipping observed during startup surge.
+1635,2024-01-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.787,False,Pressure peak corresponds to oversized billet batch processing.
+1636,2024-01-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.809,False,Telemetry quality flag downgraded during sensor self-test window.
+1637,2024-01-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.943,False,Air handler maintenance reduced humidity variance on finishing line.
+1638,2024-01-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.658,False,Temporary gateway failover completed without data loss.
+1639,2024-01-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.012,False,SCADA backfill inserted two delayed telemetry points.
+1640,2024-01-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.488,False,Pressure peak corresponds to oversized billet batch processing.
+1641,2024-01-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.931,False,Temporary gateway failover completed without data loss.
+1642,2024-01-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.371,False,Machine throughput increase drove sustained pressure uplift.
+1643,2024-01-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.041,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1644,2024-01-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.942,False,Humidity baseline improved after seal replacement.
+1645,2024-01-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1646,2024-01-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.099,False,Night shift startup produced higher than normal vibration floor.
+1647,2024-01-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.627,False,Press cycle dwell time lengthened during high-volume batch.
+1648,2024-01-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.507,False,Humidity baseline improved after seal replacement.
+1649,2024-01-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Maintenance crew confirmed lubrication interval was missed.
+1650,2024-01-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.026,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1651,2024-01-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1652,2024-01-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.957,False,Press cycle dwell time lengthened during high-volume batch.
+1653,2024-01-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.578,False,Reliability engineer tagged sample window for model retraining.
+1654,2024-01-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.101,False,Maintenance note logged for coupling imbalance inspection.
+1655,2024-01-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.79,False,Pressure settled back to nominal after valve reseat.
+1656,2024-01-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.691,False,Humidity readings track seasonal rise across late spring.
+1657,2024-01-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.754,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1658,2024-01-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.282,False,Vibration harmonics broadened during extended production run.
+1659,2024-01-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.599,False,Humidity excursion near finishing booth during coating run.
+1660,2024-01-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.604,False,Thermal overshoot event coincided with recipe change on furnace.
+1661,2024-01-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Night shift startup produced higher than normal vibration floor.
+1662,2024-01-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.273,False,Humidity excursion near finishing booth during coating run.
+1663,2024-01-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.338,False,Telemetry quality flag downgraded during sensor self-test window.
+1664,2024-01-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.177,False,Pressure line purge completed before restart authorization.
+1665,2024-01-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.74,False,Maintenance scheduler deferred calibration due to spare shortage.
+1666,2024-01-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.033,False,Unbalanced load introduced cyclical pressure ripple.
+1667,2024-01-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.45,False,Anomaly review flagged possible bearing wear progression.
+1668,2024-01-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.964,False,Sensor enclosure opened for manual calibration verification.
+1669,2024-01-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.267,False,Short-lived packet loss observed at edge gateway gw-02.
+1670,2024-01-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.127,False,Dust extraction fan offline for 18 minutes on line finishing.
+1671,2024-01-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.574,False,Anomaly review flagged possible bearing wear progression.
+1672,2024-01-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.516,False,Transient outlier matched forklift impact near cabinet wall.
+1673,2024-01-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Telemetry quality flag downgraded during sensor self-test window.
+1674,2024-01-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.404,False,Pressure settled back to nominal after valve reseat.
+1675,2024-01-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.289,False,Temperature variance narrowed after coolant nozzle cleaning.
+1676,2024-01-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.046,False,Short-lived packet loss observed at edge gateway gw-02.
+1677,2024-01-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Vibration baseline recovered after tool holder replacement.
+1678,2024-01-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.056,False,Vibration burst exceeds envelope during tool change cycle.
+1679,2024-01-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.662,False,Operator reported intermittent chatter on machine CNC-04.
+1680,2024-01-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.176,False,Thermal ramp exceeded expected warmup curve before shift start.
+1681,2024-01-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1682,2024-01-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.977,False,SCADA backfill inserted two delayed telemetry points.
+1683,2024-01-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.311,False,Humidity excursion near finishing booth during coating run.
+1684,2024-01-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.507,False,Short-lived packet loss observed at edge gateway gw-02.
+1685,2024-01-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.55,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1686,2024-01-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.252,False,Sensor signal clipping observed during startup surge.
+1687,2024-01-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.148,False,Quality team requested trace review for lot 24-118B.
+1688,2024-01-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.798,False,Machine throughput increase drove sustained pressure uplift.
+1689,2024-01-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Pressure peak corresponds to oversized billet batch processing.
+1690,2024-01-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.632,False,Temperature remained elevated during unscheduled overtime run.
+1691,2024-01-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.625,False,Quality team requested trace review for lot 24-118B.
+1692,2024-01-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.977,False,Maintenance scheduler deferred calibration due to spare shortage.
+1693,2024-01-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.482,False,Machine throughput increase drove sustained pressure uplift.
+1694,2024-01-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.543,False,Condensation warning cleared after dehumidifier ramp-up.
+1695,2024-01-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.806,False,Vibration harmonics broadened during extended production run.
+1696,2024-01-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.942,False,Temperature variance narrowed after coolant nozzle cleaning.
+1697,2024-01-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.476,False,Pressure line purge completed before restart authorization.
+1698,2024-01-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.537,False,Condensation warning cleared after dehumidifier ramp-up.
+1699,2024-01-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.01,False,Maintenance note logged for coupling imbalance inspection.
+1700,2024-01-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.957,False,Sensor battery health remains nominal after firmware update.
+1701,2024-01-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Calibration check overdue by 11 days for press-line transducer.
+1702,2024-01-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.975,False,Sensor signal clipping observed during startup surge.
+1703,2024-01-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.909,False,Unbalanced load introduced cyclical pressure ripple.
+1704,2024-01-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.414,False,Press cycle dwell time lengthened during high-volume batch.
+1705,2024-01-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.926,False,Air handler maintenance reduced humidity variance on finishing line.
+1706,2024-01-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.967,False,Condensation warning cleared after dehumidifier ramp-up.
+1707,2024-01-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.678,False,Edge collector replayed buffered events after network recovery.
+1708,2024-01-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.413,False,Sensor heartbeat delayed by one interval after gateway retry.
+1709,2024-01-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.886,False,Bearing temperature rising faster than baseline on spindle cell.
+1710,2024-01-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.17,False,Quality hold reduced finishing booth activity for one shift.
+1711,2024-01-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.65,False,Sensor signal clipping observed during startup surge.
+1712,2024-01-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.531,False,Pressure settled back to nominal after valve reseat.
+1713,2024-01-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.85,False,Quality hold reduced finishing booth activity for one shift.
+1714,2024-01-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.091,False,SCADA backfill inserted two delayed telemetry points.
+1715,2024-01-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.05,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1716,2024-01-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.475,False,Machine idle period extended during planned sanitation window.
+1717,2024-01-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.061,False,Bearing temperature rising faster than baseline on spindle cell.
+1718,2024-01-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.61,False,Sensor signal clipping observed during startup surge.
+1719,2024-01-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.098,False,Reliability engineer tagged sample window for model retraining.
+1720,2024-01-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.262,False,Calibration check overdue by 11 days for press-line transducer.
+1721,2024-01-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.78,False,Sensor battery health remains nominal after firmware update.
+1722,2024-01-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.985,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1723,2024-01-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.792,False,Thermal overshoot event coincided with recipe change on furnace.
+1724,2024-01-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.03,False,Sensor battery health remains nominal after firmware update.
+1725,2024-01-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.673,False,Edge collector replayed buffered events after network recovery.
+1726,2024-01-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.357,False,Reliability engineer tagged sample window for model retraining.
+1727,2024-01-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.845,False,Coolant loop adjustment reduced chamber temperature spread.
+1728,2024-01-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.205,False,Unbalanced load introduced cyclical pressure ripple.
+1729,2024-01-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.31,False,Maintenance crew confirmed lubrication interval was missed.
+1730,2024-01-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.671,False,Maintenance scheduler deferred calibration due to spare shortage.
+1731,2024-01-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.356,False,Temporary gateway failover completed without data loss.
+1732,2024-01-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.243,False,Maintenance note logged for coupling imbalance inspection.
+1733,2024-01-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.002,False,Calibration check overdue by 11 days for press-line transducer.
+1734,2024-01-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.391,False,Machine idle period extended during planned sanitation window.
+1735,2024-01-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.693,False,Thermal overshoot event coincided with recipe change on furnace.
+1736,2024-01-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.349,False,Thermal ramp exceeded expected warmup curve before shift start.
+1737,2024-01-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Edge collector replayed buffered events after network recovery.
+1738,2024-01-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.209,False,Temperature variance narrowed after coolant nozzle cleaning.
+1739,2024-01-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.404,False,Anomaly review flagged possible bearing wear progression.
+1740,2024-01-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.659,False,Telemetry quality flag downgraded during sensor self-test window.
+1741,2024-01-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,SCADA backfill inserted two delayed telemetry points.
+1742,2024-01-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.392,False,Telemetry quality flag downgraded during sensor self-test window.
+1743,2024-01-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.445,False,Press cycle dwell time lengthened during high-volume batch.
+1744,2024-01-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.646,False,Pressure line purge completed before restart authorization.
+1745,2024-01-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Dust extraction fan offline for 18 minutes on line finishing.
+1746,2024-01-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.254,False,Temporary gateway failover completed without data loss.
+1747,2024-01-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.842,False,Coolant loop adjustment reduced chamber temperature spread.
+1748,2024-01-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.086,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1749,2024-01-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.584,False,Pressure peak corresponds to oversized billet batch processing.
+1750,2024-01-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.039,False,Maintenance scheduler deferred calibration due to spare shortage.
+1751,2024-01-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.788,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1752,2024-01-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.652,False,Night shift startup produced higher than normal vibration floor.
+1753,2024-01-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.43,False,Coolant loop adjustment reduced chamber temperature spread.
+1754,2024-01-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.667,False,Night shift startup produced higher than normal vibration floor.
+1755,2024-01-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.726,False,Sensor signal clipping observed during startup surge.
+1756,2024-01-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.387,False,Telemetry quality flag downgraded during sensor self-test window.
+1757,2024-01-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.355,False,Maintenance scheduler deferred calibration due to spare shortage.
+1758,2024-01-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.258,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1759,2024-01-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.989,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1760,2024-01-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.341,False,Telemetry quality flag downgraded during sensor self-test window.
+1761,2024-01-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.656,False,Coolant loop adjustment reduced chamber temperature spread.
+1762,2024-01-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.647,False,SCADA backfill inserted two delayed telemetry points.
+1763,2024-01-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.029,False,Sensor enclosure opened for manual calibration verification.
+1764,2024-01-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.992,False,Telemetry quality flag downgraded during sensor self-test window.
+1765,2024-01-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.691,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1766,2024-01-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.807,False,Humidity climbed during dock-door open period in afternoon shift.
+1767,2024-01-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.693,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1768,2024-01-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.283,False,Reliability engineer tagged sample window for model retraining.
+1769,2024-01-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.805,False,Pressure peak corresponds to oversized billet batch processing.
+1770,2024-01-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1771,2024-01-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.265,False,Coolant loop adjustment reduced chamber temperature spread.
+1772,2024-01-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.88,False,Warning threshold updated for pilot predictive-maintenance model.
+1773,2024-01-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.862,False,Hydraulic line pressure oscillation detected under load.
+1774,2024-01-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.743,False,Sensor enclosure opened for manual calibration verification.
+1775,2024-01-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.972,False,Reliability engineer tagged sample window for model retraining.
+1776,2024-01-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.584,False,Humidity climbed during dock-door open period in afternoon shift.
+1777,2024-01-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.432,False,Anomaly review flagged possible bearing wear progression.
+1778,2024-01-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.183,False,Machine idle period extended during planned sanitation window.
+1779,2024-01-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.722,False,Quality hold reduced finishing booth activity for one shift.
+1780,2024-01-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.672,False,Reliability engineer tagged sample window for model retraining.
+1781,2024-01-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.602,False,Condensation warning cleared after dehumidifier ramp-up.
+1782,2024-01-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1783,2024-01-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.011,False,Humidity climbed during dock-door open period in afternoon shift.
+1784,2024-01-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.616,False,Bearing temperature rising faster than baseline on spindle cell.
+1785,2024-01-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.615,False,Thermal ramp exceeded expected warmup curve before shift start.
+1786,2024-01-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.726,False,Condensation warning cleared after dehumidifier ramp-up.
+1787,2024-01-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.087,False,Quality team requested trace review for lot 24-118B.
+1788,2024-01-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.422,False,Edge collector replayed buffered events after network recovery.
+1789,2024-01-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.724,False,Anomaly review flagged possible bearing wear progression.
+1790,2024-01-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.756,False,Supervisory alert generated after three consecutive threshold breaches.
+1791,2024-01-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.3,False,Edge collector replayed buffered events after network recovery.
+1792,2024-01-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.889,False,Operator reported intermittent chatter on machine CNC-04.
+1793,2024-01-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Dust extraction fan offline for 18 minutes on line finishing.
+1794,2024-01-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.439,False,Transient outlier matched forklift impact near cabinet wall.
+1795,2024-01-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.064,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1796,2024-01-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.319,False,Unbalanced load introduced cyclical pressure ripple.
+1797,2024-01-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.547,False,Humidity baseline improved after seal replacement.
+1798,2024-01-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.261,False,Vibration harmonics broadened during extended production run.
+1799,2024-01-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.07,False,Temperature remained elevated during unscheduled overtime run.
+1800,2024-01-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.405,False,SCADA backfill inserted two delayed telemetry points.
+1801,2024-01-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.462,False,Coolant loop adjustment reduced chamber temperature spread.
+1802,2024-01-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.946,False,Transient outlier matched forklift impact near cabinet wall.
+1803,2024-01-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.25,False,Pressure peak corresponds to oversized billet batch processing.
+1804,2024-01-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.326,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1805,2024-01-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.536,False,Supervisory alert generated after three consecutive threshold breaches.
+1806,2024-01-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.868,False,Temporary gateway failover completed without data loss.
+1807,2024-01-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.74,False,Transient outlier matched forklift impact near cabinet wall.
+1808,2024-01-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.823,False,Press cycle dwell time lengthened during high-volume batch.
+1809,2024-01-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.44,False,Telemetry quality flag downgraded during sensor self-test window.
+1810,2024-01-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.252,False,Sensor signal clipping observed during startup surge.
+1811,2024-01-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.8,False,Pressure line purge completed before restart authorization.
+1812,2024-01-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.019,False,Calibration check overdue by 11 days for press-line transducer.
+1813,2024-01-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.833,False,Operator reset acknowledged after red-tag inspection.
+1814,2024-01-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.222,False,Humidity excursion near finishing booth during coating run.
+1815,2024-01-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Press cycle dwell time lengthened during high-volume batch.
+1816,2024-01-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.317,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1817,2024-01-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Humidity climbed during dock-door open period in afternoon shift.
+1818,2024-01-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.578,False,Coolant loop adjustment reduced chamber temperature spread.
+1819,2024-01-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.278,False,Humidity excursion near finishing booth during coating run.
+1820,2024-01-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.022,False,Quality hold reduced finishing booth activity for one shift.
+1821,2024-01-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.228,False,Pressure line purge completed before restart authorization.
+1822,2024-01-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.392,False,Machine throughput increase drove sustained pressure uplift.
+1823,2024-01-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.659,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1824,2024-01-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.086,False,Maintenance scheduler deferred calibration due to spare shortage.
+1825,2024-01-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Machine idle period extended during planned sanitation window.
+1826,2024-01-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.066,False,Quality team requested trace review for lot 24-118B.
+1827,2024-01-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.206,False,Humidity excursion near finishing booth during coating run.
+1828,2024-01-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.459,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1829,2024-01-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.518,False,Press cycle dwell time lengthened during high-volume batch.
+1830,2024-01-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.703,False,Sensor battery health remains nominal after firmware update.
+1831,2024-01-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.212,False,Humidity climbed during dock-door open period in afternoon shift.
+1832,2024-01-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.054,False,Warning threshold updated for pilot predictive-maintenance model.
+1833,2024-01-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.431,False,Calibration check overdue by 11 days for press-line transducer.
+1834,2024-01-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.82,False,Vibration baseline recovered after tool holder replacement.
+1835,2024-01-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.315,False,Sensor enclosure opened for manual calibration verification.
+1836,2024-01-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.881,False,Anomaly review flagged possible bearing wear progression.
+1837,2024-01-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.513,False,Machine idle period extended during planned sanitation window.
+1838,2024-01-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.773,False,Maintenance note logged for coupling imbalance inspection.
+1839,2024-01-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.545,False,Air handler maintenance reduced humidity variance on finishing line.
+1840,2024-01-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.599,False,Reliability engineer tagged sample window for model retraining.
+1841,2024-01-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,Operator reported intermittent chatter on machine CNC-04.
+1842,2024-01-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.068,False,Vibration harmonics broadened during extended production run.
+1843,2024-01-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.619,False,Maintenance crew confirmed lubrication interval was missed.
+1844,2024-01-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.086,False,SCADA backfill inserted two delayed telemetry points.
+1845,2024-01-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.421,False,Humidity climbed during dock-door open period in afternoon shift.
+1846,2024-01-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.373,False,Dust extraction fan offline for 18 minutes on line finishing.
+1847,2024-01-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.74,False,Coolant loop adjustment reduced chamber temperature spread.
+1848,2024-01-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.732,False,Vibration baseline recovered after tool holder replacement.
+1849,2024-01-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.018,False,Thermal ramp exceeded expected warmup curve before shift start.
+1850,2024-01-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.362,False,Temperature variance narrowed after coolant nozzle cleaning.
+1851,2024-01-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Supervisory alert generated after three consecutive threshold breaches.
+1852,2024-01-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.728,False,Telemetry quality flag downgraded during sensor self-test window.
+1853,2024-01-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.709,False,Humidity excursion near finishing booth during coating run.
+1854,2024-01-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.121,False,Shift handoff note referenced unusual noise near press enclosure.
+1855,2024-01-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1856,2024-01-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,33.585,False,Shift handoff note referenced unusual noise near press enclosure.
+1857,2024-01-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Temperature remained elevated during unscheduled overtime run.
+1858,2024-01-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.904,False,Pressure line purge completed before restart authorization.
+1859,2024-01-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Press cycle dwell time lengthened during high-volume batch.
+1860,2024-01-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.287,False,Sensor battery health remains nominal after firmware update.
+1861,2024-01-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.707,False,Edge collector replayed buffered events after network recovery.
+1862,2024-01-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.694,False,Humidity baseline improved after seal replacement.
+1863,2024-01-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.814,False,Vibration harmonics broadened during extended production run.
+1864,2024-01-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.307,False,Temperature remained elevated during unscheduled overtime run.
+1865,2024-01-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.161,False,Thermal ramp exceeded expected warmup curve before shift start.
+1866,2024-01-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.025,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1867,2024-01-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.871,False,Maintenance note logged for coupling imbalance inspection.
+1868,2024-01-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.162,False,Maintenance scheduler deferred calibration due to spare shortage.
+1869,2024-01-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.018,False,Bearing temperature rising faster than baseline on spindle cell.
+1870,2024-01-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.504,False,Calibration check overdue by 11 days for press-line transducer.
+1871,2024-01-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.798,False,Thermal ramp exceeded expected warmup curve before shift start.
+1872,2024-01-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.269,False,Pressure peak corresponds to oversized billet batch processing.
+1873,2024-01-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.203,False,Telemetry quality flag downgraded during sensor self-test window.
+1874,2024-01-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.371,False,Maintenance scheduler deferred calibration due to spare shortage.
+1875,2024-01-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.225,False,Condensation warning cleared after dehumidifier ramp-up.
+1876,2024-01-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.265,False,Reliability engineer tagged sample window for model retraining.
+1877,2024-01-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.454,False,Anomaly review flagged possible bearing wear progression.
+1878,2024-01-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.824,False,Pressure peak corresponds to oversized billet batch processing.
+1879,2024-01-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.302,False,Pressure peak corresponds to oversized billet batch processing.
+1880,2024-01-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.283,False,Temporary gateway failover completed without data loss.
+1881,2024-01-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.775,False,Reliability engineer tagged sample window for model retraining.
+1882,2024-01-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.149,False,Air handler maintenance reduced humidity variance on finishing line.
+1883,2024-01-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.046,False,Telemetry quality flag downgraded during sensor self-test window.
+1884,2024-01-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.635,False,Operator reset acknowledged after red-tag inspection.
+1885,2024-01-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.772,False,Temporary gateway failover completed without data loss.
+1886,2024-01-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.362,False,Night shift startup produced higher than normal vibration floor.
+1887,2024-01-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.438,False,Pressure peak corresponds to oversized billet batch processing.
+1888,2024-01-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.497,False,Quality team requested trace review for lot 24-118B.
+1889,2024-01-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Shift handoff note referenced unusual noise near press enclosure.
+1890,2024-01-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.48,False,Press cycle dwell time lengthened during high-volume batch.
+1891,2024-01-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.209,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1892,2024-01-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.827,False,Reliability engineer tagged sample window for model retraining.
+1893,2024-01-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.732,False,Pressure peak corresponds to oversized billet batch processing.
+1894,2024-01-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.361,False,Temperature variance narrowed after coolant nozzle cleaning.
+1895,2024-01-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Maintenance crew confirmed lubrication interval was missed.
+1896,2024-01-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.106,False,Sensor heartbeat delayed by one interval after gateway retry.
+1897,2024-01-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.53,False,Vibration baseline recovered after tool holder replacement.
+1898,2024-01-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.673,False,Temperature remained elevated during unscheduled overtime run.
+1899,2024-01-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+1900,2024-01-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,61.592,False,SCADA backfill inserted two delayed telemetry points.
+1901,2024-01-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Maintenance note logged for coupling imbalance inspection.
+1902,2024-01-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.455,False,Coolant loop adjustment reduced chamber temperature spread.
+1903,2024-01-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.061,False,Humidity excursion near finishing booth during coating run.
+1904,2024-01-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.62,False,Short-lived packet loss observed at edge gateway gw-02.
+1905,2024-01-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.964,False,Pressure peak corresponds to oversized billet batch processing.
+1906,2024-01-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.133,False,Sensor heartbeat delayed by one interval after gateway retry.
+1907,2024-01-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.784,False,Maintenance note logged for coupling imbalance inspection.
+1908,2024-01-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.918,False,Quality team requested trace review for lot 24-118B.
+1909,2024-01-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Edge collector replayed buffered events after network recovery.
+1910,2024-01-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.017,False,Coolant loop adjustment reduced chamber temperature spread.
+1911,2024-01-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.677,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1912,2024-01-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.557,False,Humidity excursion near finishing booth during coating run.
+1913,2024-01-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.558,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1914,2024-01-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.416,False,Sensor signal clipping observed during startup surge.
+1915,2024-01-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.16,False,Thermal ramp exceeded expected warmup curve before shift start.
+1916,2024-01-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.257,False,Sensor battery health remains nominal after firmware update.
+1917,2024-01-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.2,False,Pressure settled back to nominal after valve reseat.
+1918,2024-01-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.054,False,Shift handoff note referenced unusual noise near press enclosure.
+1919,2024-01-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.4,False,Ambient temperature stabilized after HVAC stage-two engagement.
+1920,2024-01-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.097,False,Temperature remained elevated during unscheduled overtime run.
+1921,2024-01-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.599,False,Maintenance crew confirmed lubrication interval was missed.
+1922,2024-01-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+1923,2024-01-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.154,False,Supervisory alert generated after three consecutive threshold breaches.
+1924,2024-01-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.16,False,Pressure settled back to nominal after valve reseat.
+1925,2024-01-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.557,False,Press cycle dwell time lengthened during high-volume batch.
+1926,2024-01-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.891,False,Vibration harmonics broadened during extended production run.
+1927,2024-01-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.551,False,Operator reset acknowledged after red-tag inspection.
+1928,2024-01-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.534,False,Bearing temperature rising faster than baseline on spindle cell.
+1929,2024-01-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.25,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1930,2024-01-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.6,False,Warning threshold updated for pilot predictive-maintenance model.
+1931,2024-01-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.396,False,Humidity readings track seasonal rise across late spring.
+1932,2024-01-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.522,False,Maintenance note logged for coupling imbalance inspection.
+1933,2024-01-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1934,2024-01-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.026,False,Operator reported intermittent chatter on machine CNC-04.
+1935,2024-01-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.391,False,Calibration check overdue by 11 days for press-line transducer.
+1936,2024-01-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.149,False,Maintenance crew confirmed lubrication interval was missed.
+1937,2024-01-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.356,False,Quality team requested trace review for lot 24-118B.
+1938,2024-01-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.699,False,Transient outlier matched forklift impact near cabinet wall.
+1939,2024-01-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.272,False,Operator reset acknowledged after red-tag inspection.
+1940,2024-01-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.85,False,Transient outlier matched forklift impact near cabinet wall.
+1941,2024-01-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.608,False,Compressed air fluctuation introduced pressure noise for two cycles.
+1942,2024-01-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.075,False,Short-lived packet loss observed at edge gateway gw-02.
+1943,2024-01-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Quality hold reduced finishing booth activity for one shift.
+1944,2024-01-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.681,False,Sensor 3 drift suspected after cross-check with manual gauge.
+1945,2024-01-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.708,False,Quality team requested trace review for lot 24-118B.
+1946,2024-01-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.135,False,Vibration burst exceeds envelope during tool change cycle.
+1947,2024-01-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.834,False,Machine throughput increase drove sustained pressure uplift.
+1948,2024-01-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.861,False,Telemetry quality flag downgraded during sensor self-test window.
+1949,2024-01-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Operator reported intermittent chatter on machine CNC-04.
+1950,2024-01-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.957,False,Vibration baseline recovered after tool holder replacement.
+1951,2024-01-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.349,False,Maintenance note logged for coupling imbalance inspection.
+1952,2024-01-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.451,False,Maintenance note logged for coupling imbalance inspection.
+1953,2024-01-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.187,False,Thermal ramp exceeded expected warmup curve before shift start.
+1954,2024-01-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,54.121,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1955,2024-01-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Air handler maintenance reduced humidity variance on finishing line.
+1956,2024-01-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.809,False,Pressure peak corresponds to oversized billet batch processing.
+1957,2024-01-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Anomaly review flagged possible bearing wear progression.
+1958,2024-01-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.214,False,Calibration check overdue by 11 days for press-line transducer.
+1959,2024-01-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.239,False,Thermal ramp exceeded expected warmup curve before shift start.
+1960,2024-01-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.028,False,Maintenance note logged for coupling imbalance inspection.
+1961,2024-01-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.671,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1962,2024-01-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.206,False,Humidity readings track seasonal rise across late spring.
+1963,2024-01-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.551,False,Thermal ramp exceeded expected warmup curve before shift start.
+1964,2024-01-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.065,False,Quality hold reduced finishing booth activity for one shift.
+1965,2024-01-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Condensation warning cleared after dehumidifier ramp-up.
+1966,2024-01-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.852,False,Vibration baseline recovered after tool holder replacement.
+1967,2024-01-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.136,False,Telemetry quality flag downgraded during sensor self-test window.
+1968,2024-01-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.331,False,Sensor signal clipping observed during startup surge.
+1969,2024-01-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Bearing temperature rising faster than baseline on spindle cell.
+1970,2024-01-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.324,False,Supervisory alert generated after three consecutive threshold breaches.
+1971,2024-01-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.66,False,SCADA backfill inserted two delayed telemetry points.
+1972,2024-01-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.59,False,Pressure settled back to nominal after valve reseat.
+1973,2024-01-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.685,False,Press cycle dwell time lengthened during high-volume batch.
+1974,2024-01-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.906,False,Supervisory alert generated after three consecutive threshold breaches.
+1975,2024-01-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.588,False,Machine idle period extended during planned sanitation window.
+1976,2024-01-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.851,False,Supervisory alert generated after three consecutive threshold breaches.
+1977,2024-01-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.193,False,Machine idle period extended during planned sanitation window.
+1978,2024-01-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.604,False,Vibration harmonics broadened during extended production run.
+1979,2024-01-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.68,False,Condensation warning cleared after dehumidifier ramp-up.
+1980,2024-01-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.921,False,Vibration burst exceeds envelope during tool change cycle.
+1981,2024-01-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.023,False,Temperature variance narrowed after coolant nozzle cleaning.
+1982,2024-01-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.701,False,Thermal ramp exceeded expected warmup curve before shift start.
+1983,2024-01-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.381,False,Pressure settled back to nominal after valve reseat.
+1984,2024-01-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.528,False,Maintenance crew confirmed lubrication interval was missed.
+1985,2024-01-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Vibration harmonics broadened during extended production run.
+1986,2024-01-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.5,False,Short-lived packet loss observed at edge gateway gw-02.
+1987,2024-01-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.486,False,Vibration harmonics broadened during extended production run.
+1988,2024-01-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.564,False,Supervisory alert generated after three consecutive threshold breaches.
+1989,2024-01-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.954,False,Dust extraction fan offline for 18 minutes on line finishing.
+1990,2024-01-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.346,False,Quality team requested trace review for lot 24-118B.
+1991,2024-01-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Shift handoff note referenced unusual noise near press enclosure.
+1992,2024-01-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.04,False,Dust extraction fan offline for 18 minutes on line finishing.
+1993,2024-01-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.311,False,Air handler maintenance reduced humidity variance on finishing line.
+1994,2024-01-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.0,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+1995,2024-01-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.226,False,Edge collector replayed buffered events after network recovery.
+1996,2024-01-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.361,False,Heat-treat furnace door cycling increased localized temperature spikes.
+1997,2024-01-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Humidity readings track seasonal rise across late spring.
+1998,2024-01-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.662,False,Machine throughput increase drove sustained pressure uplift.
+1999,2024-01-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.996,False,Maintenance crew confirmed lubrication interval was missed.
+2000,2024-01-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.247,False,Vibration baseline recovered after tool holder replacement.
+2001,2024-01-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.109,False,Quality team requested trace review for lot 24-118B.
+2002,2024-01-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.81,False,Bearing temperature rising faster than baseline on spindle cell.
+2003,2024-01-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.589,False,Warning threshold updated for pilot predictive-maintenance model.
+2004,2024-01-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.531,False,Anomaly review flagged possible bearing wear progression.
+2005,2024-01-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.741,False,Reliability engineer tagged sample window for model retraining.
+2006,2024-01-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.117,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2007,2024-01-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.403,False,Telemetry quality flag downgraded during sensor self-test window.
+2008,2024-01-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.869,False,Temperature remained elevated during unscheduled overtime run.
+2009,2024-01-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.86,False,Operator reported intermittent chatter on machine CNC-04.
+2010,2024-01-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.447,False,Edge collector replayed buffered events after network recovery.
+2011,2024-01-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,SCADA backfill inserted two delayed telemetry points.
+2012,2024-01-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.888,False,Temporary gateway failover completed without data loss.
+2013,2024-01-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.232,False,Coolant loop adjustment reduced chamber temperature spread.
+2014,2024-01-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.663,False,Warning threshold updated for pilot predictive-maintenance model.
+2015,2024-01-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.018,False,Humidity climbed during dock-door open period in afternoon shift.
+2016,2024-01-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.315,False,Press cycle dwell time lengthened during high-volume batch.
+2017,2024-01-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Temporary gateway failover completed without data loss.
+2018,2024-01-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.637,False,Pressure line purge completed before restart authorization.
+2019,2024-01-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.191,False,Edge collector replayed buffered events after network recovery.
+2020,2024-01-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.539,False,Supervisory alert generated after three consecutive threshold breaches.
+2021,2024-01-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.938,False,Maintenance crew confirmed lubrication interval was missed.
+2022,2024-01-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.96,False,Unbalanced load introduced cyclical pressure ripple.
+2023,2024-01-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Supervisory alert generated after three consecutive threshold breaches.
+2024,2024-01-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.999,False,Vibration harmonics broadened during extended production run.
+2025,2024-01-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.343,False,Machine throughput increase drove sustained pressure uplift.
+2026,2024-01-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.403,False,Thermal ramp exceeded expected warmup curve before shift start.
+2027,2024-01-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.03,False,Dust extraction fan offline for 18 minutes on line finishing.
+2028,2024-01-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.956,False,Temperature remained elevated during unscheduled overtime run.
+2029,2024-01-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2030,2024-01-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.143,False,Warning threshold updated for pilot predictive-maintenance model.
+2031,2024-01-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.695,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2032,2024-01-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.717,False,Anomaly review flagged possible bearing wear progression.
+2033,2024-01-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Temperature remained elevated during unscheduled overtime run.
+2034,2024-01-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.749,False,Maintenance scheduler deferred calibration due to spare shortage.
+2035,2024-01-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.722,False,Coolant loop adjustment reduced chamber temperature spread.
+2036,2024-01-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.605,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2037,2024-01-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.242,False,Temperature remained elevated during unscheduled overtime run.
+2038,2024-01-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.137,False,Operator reset acknowledged after red-tag inspection.
+2039,2024-01-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Condensation warning cleared after dehumidifier ramp-up.
+2040,2024-01-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.219,False,Operator reported intermittent chatter on machine CNC-04.
+2041,2024-01-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.371,False,Sensor signal clipping observed during startup surge.
+2042,2024-01-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.27,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2043,2024-01-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.442,False,Maintenance scheduler deferred calibration due to spare shortage.
+2044,2024-01-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.832,False,Sensor signal clipping observed during startup surge.
+2045,2024-01-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,0.776,False,Sensor signal clipping observed during startup surge.
+2046,2024-01-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.681,False,Vibration burst exceeds envelope during tool change cycle.
+2047,2024-01-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.519,False,Press cycle dwell time lengthened during high-volume batch.
+2048,2024-01-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.236,False,Press cycle dwell time lengthened during high-volume batch.
+2049,2024-01-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Shift handoff note referenced unusual noise near press enclosure.
+2050,2024-01-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.105,False,Quality team requested trace review for lot 24-118B.
+2051,2024-01-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.577,False,Sensor enclosure opened for manual calibration verification.
+2052,2024-01-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.406,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2053,2024-01-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.0,False,Machine throughput increase drove sustained pressure uplift.
+2054,2024-01-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.972,False,Vibration harmonics broadened during extended production run.
+2055,2024-01-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.469,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2056,2024-01-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.28,False,Sensor signal clipping observed during startup surge.
+2057,2024-01-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.851,False,SCADA backfill inserted two delayed telemetry points.
+2058,2024-01-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.922,False,Quality hold reduced finishing booth activity for one shift.
+2059,2024-01-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.268,False,Machine idle period extended during planned sanitation window.
+2060,2024-01-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.741,False,Reliability engineer tagged sample window for model retraining.
+2061,2024-01-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.169,False,Operator reset acknowledged after red-tag inspection.
+2062,2024-01-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.034,False,Transient outlier matched forklift impact near cabinet wall.
+2063,2024-01-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.603,False,Maintenance crew confirmed lubrication interval was missed.
+2064,2024-01-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.917,False,Short-lived packet loss observed at edge gateway gw-02.
+2065,2024-01-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.406,False,Humidity climbed during dock-door open period in afternoon shift.
+2066,2024-01-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.685,False,Sensor battery health remains nominal after firmware update.
+2067,2024-01-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.535,False,Operator reported intermittent chatter on machine CNC-04.
+2068,2024-01-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.616,False,Supervisory alert generated after three consecutive threshold breaches.
+2069,2024-01-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.646,False,Thermal ramp exceeded expected warmup curve before shift start.
+2070,2024-01-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.844,False,Sensor heartbeat delayed by one interval after gateway retry.
+2071,2024-01-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.022,False,Warning threshold updated for pilot predictive-maintenance model.
+2072,2024-01-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.498,False,Vibration baseline recovered after tool holder replacement.
+2073,2024-01-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Night shift startup produced higher than normal vibration floor.
+2074,2024-01-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.689,False,Reliability engineer tagged sample window for model retraining.
+2075,2024-01-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.155,False,Calibration check overdue by 11 days for press-line transducer.
+2076,2024-01-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.498,False,Supervisory alert generated after three consecutive threshold breaches.
+2077,2024-01-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.527,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2078,2024-01-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2079,2024-01-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.671,False,Transient outlier matched forklift impact near cabinet wall.
+2080,2024-01-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.607,False,Machine idle period extended during planned sanitation window.
+2081,2024-01-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.472,False,Night shift startup produced higher than normal vibration floor.
+2082,2024-01-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.903,False,Maintenance crew confirmed lubrication interval was missed.
+2083,2024-01-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.523,False,Vibration burst exceeds envelope during tool change cycle.
+2084,2024-01-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.02,False,Thermal ramp exceeded expected warmup curve before shift start.
+2085,2024-01-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.752,False,Quality team requested trace review for lot 24-118B.
+2086,2024-01-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.0,False,Transient outlier matched forklift impact near cabinet wall.
+2087,2024-01-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.92,False,Thermal overshoot event coincided with recipe change on furnace.
+2088,2024-01-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.678,False,Bearing temperature rising faster than baseline on spindle cell.
+2089,2024-01-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.518,False,Sensor heartbeat delayed by one interval after gateway retry.
+2090,2024-01-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.824,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2091,2024-01-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.021,False,Edge collector replayed buffered events after network recovery.
+2092,2024-01-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.822,False,Operator reset acknowledged after red-tag inspection.
+2093,2024-01-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.593,False,Humidity readings track seasonal rise across late spring.
+2094,2024-01-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.554,False,Humidity excursion near finishing booth during coating run.
+2095,2024-01-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.936,False,Quality team requested trace review for lot 24-118B.
+2096,2024-01-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.53,False,Calibration check overdue by 11 days for press-line transducer.
+2097,2024-01-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Quality hold reduced finishing booth activity for one shift.
+2098,2024-01-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.583,False,Temperature variance narrowed after coolant nozzle cleaning.
+2099,2024-01-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Air handler maintenance reduced humidity variance on finishing line.
+2100,2024-01-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.68,False,Bearing temperature rising faster than baseline on spindle cell.
+2101,2024-01-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Sensor battery health remains nominal after firmware update.
+2102,2024-01-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.281,False,Operator reset acknowledged after red-tag inspection.
+2103,2024-01-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.272,False,Hydraulic line pressure oscillation detected under load.
+2104,2024-01-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.104,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2105,2024-01-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.421,False,Reliability engineer tagged sample window for model retraining.
+2106,2024-01-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.663,False,Night shift startup produced higher than normal vibration floor.
+2107,2024-01-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.582,False,Temporary gateway failover completed without data loss.
+2108,2024-01-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,54.306,False,Humidity readings track seasonal rise across late spring.
+2109,2024-01-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.091,False,Calibration check overdue by 11 days for press-line transducer.
+2110,2024-01-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.707,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2111,2024-01-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.501,False,Transient outlier matched forklift impact near cabinet wall.
+2112,2024-01-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.191,False,Supervisory alert generated after three consecutive threshold breaches.
+2113,2024-01-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Pressure peak corresponds to oversized billet batch processing.
+2114,2024-01-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.19,False,Bearing temperature rising faster than baseline on spindle cell.
+2115,2024-01-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.515,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2116,2024-01-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.311,False,Humidity baseline improved after seal replacement.
+2117,2024-01-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.13,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2118,2024-01-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.626,False,Edge collector replayed buffered events after network recovery.
+2119,2024-01-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.98,False,Packaging line stop reduced adjacent vibration background.
+2120,2024-01-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.423,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2121,2024-01-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.817,False,Sensor battery health remains nominal after firmware update.
+2122,2024-01-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.483,False,Maintenance note logged for coupling imbalance inspection.
+2123,2024-01-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.674,False,Thermal overshoot event coincided with recipe change on furnace.
+2124,2024-01-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.297,False,Temperature variance narrowed after coolant nozzle cleaning.
+2125,2024-01-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.713,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2126,2024-01-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.244,False,Supervisory alert generated after three consecutive threshold breaches.
+2127,2024-01-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.239,False,Operator reset acknowledged after red-tag inspection.
+2128,2024-01-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.47,False,Edge collector replayed buffered events after network recovery.
+2129,2024-01-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.101,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2130,2024-01-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.27,False,Maintenance note logged for coupling imbalance inspection.
+2131,2024-01-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Hydraulic line pressure oscillation detected under load.
+2132,2024-01-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.028,False,Warning threshold updated for pilot predictive-maintenance model.
+2133,2024-01-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.056,False,Machine idle period extended during planned sanitation window.
+2134,2024-01-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.926,False,Operator reset acknowledged after red-tag inspection.
+2135,2024-01-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Pressure settled back to nominal after valve reseat.
+2136,2024-01-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.001,False,Supervisory alert generated after three consecutive threshold breaches.
+2137,2024-01-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Thermal ramp exceeded expected warmup curve before shift start.
+2138,2024-01-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.891,False,Hydraulic line pressure oscillation detected under load.
+2139,2024-01-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.221,False,Humidity readings track seasonal rise across late spring.
+2140,2024-01-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.252,False,Air handler maintenance reduced humidity variance on finishing line.
+2141,2024-01-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Machine throughput increase drove sustained pressure uplift.
+2142,2024-01-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.993,False,Maintenance scheduler deferred calibration due to spare shortage.
+2143,2024-01-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.54,False,Condensation warning cleared after dehumidifier ramp-up.
+2144,2024-01-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.431,False,Anomaly review flagged possible bearing wear progression.
+2145,2024-01-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.387,False,Sensor signal clipping observed during startup surge.
+2146,2024-01-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.862,False,Night shift startup produced higher than normal vibration floor.
+2147,2024-01-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.574,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2148,2024-01-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.311,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2149,2024-01-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.858,False,Temperature variance narrowed after coolant nozzle cleaning.
+2150,2024-01-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.632,False,Unbalanced load introduced cyclical pressure ripple.
+2151,2024-01-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.849,False,Sensor enclosure opened for manual calibration verification.
+2152,2024-01-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.083,False,Pressure peak corresponds to oversized billet batch processing.
+2153,2024-01-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.857,False,Telemetry quality flag downgraded during sensor self-test window.
+2154,2024-01-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.102,False,Short-lived packet loss observed at edge gateway gw-02.
+2155,2024-01-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Thermal overshoot event coincided with recipe change on furnace.
+2156,2024-01-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.585,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2157,2024-01-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Vibration burst exceeds envelope during tool change cycle.
+2158,2024-01-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.662,False,Sensor signal clipping observed during startup surge.
+2159,2024-01-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.26,False,Operator reported intermittent chatter on machine CNC-04.
+2160,2024-01-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.989,False,Maintenance crew confirmed lubrication interval was missed.
+2161,2024-01-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.976,False,Quality team requested trace review for lot 24-118B.
+2162,2024-01-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.429,False,Warning threshold updated for pilot predictive-maintenance model.
+2163,2024-01-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.074,False,Vibration burst exceeds envelope during tool change cycle.
+2164,2024-01-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.401,False,Pressure peak corresponds to oversized billet batch processing.
+2165,2024-01-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.943,False,SCADA backfill inserted two delayed telemetry points.
+2166,2024-01-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.342,False,Vibration harmonics broadened during extended production run.
+2167,2024-01-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.274,False,Sensor signal clipping observed during startup surge.
+2168,2024-01-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.06,False,Maintenance scheduler deferred calibration due to spare shortage.
+2169,2024-01-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.443,False,Machine idle period extended during planned sanitation window.
+2170,2024-01-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.688,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2171,2024-01-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.133,False,Vibration baseline recovered after tool holder replacement.
+2172,2024-01-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.293,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2173,2024-01-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.387,False,Packaging line stop reduced adjacent vibration background.
+2174,2024-01-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.121,False,Quality team requested trace review for lot 24-118B.
+2175,2024-01-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Humidity excursion near finishing booth during coating run.
+2176,2024-01-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.23,False,Calibration check overdue by 11 days for press-line transducer.
+2177,2024-01-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.718,False,Humidity baseline improved after seal replacement.
+2178,2024-01-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.402,False,Press cycle dwell time lengthened during high-volume batch.
+2179,2024-01-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.464,False,Vibration baseline recovered after tool holder replacement.
+2180,2024-01-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.128,False,Air handler maintenance reduced humidity variance on finishing line.
+2181,2024-01-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Night shift startup produced higher than normal vibration floor.
+2182,2024-01-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.749,False,Thermal ramp exceeded expected warmup curve before shift start.
+2183,2024-01-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.752,False,Maintenance crew confirmed lubrication interval was missed.
+2184,2024-01-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.858,False,Press cycle dwell time lengthened during high-volume batch.
+2185,2024-01-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.882,False,Warning threshold updated for pilot predictive-maintenance model.
+2186,2024-01-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.211,False,Maintenance scheduler deferred calibration due to spare shortage.
+2187,2024-01-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.526,False,Coolant loop adjustment reduced chamber temperature spread.
+2188,2024-01-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.8,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2189,2024-01-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Shift handoff note referenced unusual noise near press enclosure.
+2190,2024-01-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.873,False,Unbalanced load introduced cyclical pressure ripple.
+2191,2024-01-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.759,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2192,2024-01-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.04,False,Temperature remained elevated during unscheduled overtime run.
+2193,2024-01-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.485,False,Vibration harmonics broadened during extended production run.
+2194,2024-01-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.435,False,SCADA backfill inserted two delayed telemetry points.
+2195,2024-01-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.504,False,Vibration baseline recovered after tool holder replacement.
+2196,2024-01-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.337,False,Packaging line stop reduced adjacent vibration background.
+2197,2024-01-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.723,False,Vibration burst exceeds envelope during tool change cycle.
+2198,2024-01-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.197,False,Unbalanced load introduced cyclical pressure ripple.
+2199,2024-01-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.067,False,Operator reset acknowledged after red-tag inspection.
+2200,2024-01-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.688,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2201,2024-01-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.62,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2202,2024-01-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.598,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2203,2024-01-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.144,False,Telemetry quality flag downgraded during sensor self-test window.
+2204,2024-01-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.511,False,Operator reset acknowledged after red-tag inspection.
+2205,2024-01-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.615,False,Unbalanced load introduced cyclical pressure ripple.
+2206,2024-01-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.12,False,Machine throughput increase drove sustained pressure uplift.
+2207,2024-01-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.088,False,Operator reset acknowledged after red-tag inspection.
+2208,2024-01-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.195,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2209,2024-01-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.4,False,Dust extraction fan offline for 18 minutes on line finishing.
+2210,2024-01-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.416,False,Maintenance crew confirmed lubrication interval was missed.
+2211,2024-01-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.492,False,Temporary gateway failover completed without data loss.
+2212,2024-01-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.616,False,Maintenance note logged for coupling imbalance inspection.
+2213,2024-01-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.314,False,Pressure peak corresponds to oversized billet batch processing.
+2214,2024-01-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.16,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2215,2024-01-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.268,False,Sensor heartbeat delayed by one interval after gateway retry.
+2216,2024-01-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.391,False,Operator reset acknowledged after red-tag inspection.
+2217,2024-01-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,SCADA backfill inserted two delayed telemetry points.
+2218,2024-01-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.935,False,Maintenance crew confirmed lubrication interval was missed.
+2219,2024-01-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.85,False,Press cycle dwell time lengthened during high-volume batch.
+2220,2024-01-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.119,False,SCADA backfill inserted two delayed telemetry points.
+2221,2024-01-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Transient outlier matched forklift impact near cabinet wall.
+2222,2024-01-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.72,False,Warning threshold updated for pilot predictive-maintenance model.
+2223,2024-01-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.741,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2224,2024-01-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.013,False,Bearing temperature rising faster than baseline on spindle cell.
+2225,2024-01-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.915,False,Reliability engineer tagged sample window for model retraining.
+2226,2024-01-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.755,False,SCADA backfill inserted two delayed telemetry points.
+2227,2024-01-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.072,False,Sensor heartbeat delayed by one interval after gateway retry.
+2228,2024-01-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.737,False,Sensor heartbeat delayed by one interval after gateway retry.
+2229,2024-01-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.913,False,Temporary gateway failover completed without data loss.
+2230,2024-01-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.565,False,Shift handoff note referenced unusual noise near press enclosure.
+2231,2024-01-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Vibration burst exceeds envelope during tool change cycle.
+2232,2024-01-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.467,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2233,2024-01-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.552,False,Reliability engineer tagged sample window for model retraining.
+2234,2024-01-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.727,False,Thermal ramp exceeded expected warmup curve before shift start.
+2235,2024-01-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.795,False,Sensor enclosure opened for manual calibration verification.
+2236,2024-01-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.321,False,Bearing temperature rising faster than baseline on spindle cell.
+2237,2024-01-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.766,False,Quality hold reduced finishing booth activity for one shift.
+2238,2024-01-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.574,False,Bearing temperature rising faster than baseline on spindle cell.
+2239,2024-01-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.799,False,Machine throughput increase drove sustained pressure uplift.
+2240,2024-01-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.182,False,Temperature variance narrowed after coolant nozzle cleaning.
+2241,2024-01-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Maintenance note logged for coupling imbalance inspection.
+2242,2024-01-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.372,False,Machine throughput increase drove sustained pressure uplift.
+2243,2024-01-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2244,2024-01-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.155,False,Unbalanced load introduced cyclical pressure ripple.
+2245,2024-01-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.843,False,Pressure settled back to nominal after valve reseat.
+2246,2024-01-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.921,False,Air handler maintenance reduced humidity variance on finishing line.
+2247,2024-01-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.754,False,Shift handoff note referenced unusual noise near press enclosure.
+2248,2024-01-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.556,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2249,2024-01-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.549,False,Maintenance crew confirmed lubrication interval was missed.
+2250,2024-01-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.927,False,Vibration harmonics broadened during extended production run.
+2251,2024-01-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Maintenance crew confirmed lubrication interval was missed.
+2252,2024-01-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.364,False,Pressure line purge completed before restart authorization.
+2253,2024-01-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Vibration baseline recovered after tool holder replacement.
+2254,2024-01-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.518,False,Shift handoff note referenced unusual noise near press enclosure.
+2255,2024-01-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.0,False,Operator reported intermittent chatter on machine CNC-04.
+2256,2024-01-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.276,False,Condensation warning cleared after dehumidifier ramp-up.
+2257,2024-01-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Pressure peak corresponds to oversized billet batch processing.
+2258,2024-01-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.704,False,Maintenance crew confirmed lubrication interval was missed.
+2259,2024-01-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.512,False,Vibration harmonics broadened during extended production run.
+2260,2024-01-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.214,False,Packaging line stop reduced adjacent vibration background.
+2261,2024-01-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Temporary gateway failover completed without data loss.
+2262,2024-01-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.336,False,Humidity readings track seasonal rise across late spring.
+2263,2024-01-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.272,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2264,2024-01-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.903,False,Temperature variance narrowed after coolant nozzle cleaning.
+2265,2024-01-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Vibration harmonics broadened during extended production run.
+2266,2024-01-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.058,False,Warning threshold updated for pilot predictive-maintenance model.
+2267,2024-01-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2268,2024-01-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.686,False,Vibration harmonics broadened during extended production run.
+2269,2024-01-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.438,False,Quality team requested trace review for lot 24-118B.
+2270,2024-01-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.561,False,Air handler maintenance reduced humidity variance on finishing line.
+2271,2024-01-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.376,False,Humidity climbed during dock-door open period in afternoon shift.
+2272,2024-01-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.68,False,Air handler maintenance reduced humidity variance on finishing line.
+2273,2024-01-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.908,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2274,2024-01-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.669,False,Anomaly review flagged possible bearing wear progression.
+2275,2024-01-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2276,2024-01-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.089,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2277,2024-01-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.322,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2278,2024-01-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.582,False,Vibration harmonics broadened during extended production run.
+2279,2024-01-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Calibration check overdue by 11 days for press-line transducer.
+2280,2024-01-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.883,False,Unbalanced load introduced cyclical pressure ripple.
+2281,2024-01-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.487,False,Shift handoff note referenced unusual noise near press enclosure.
+2282,2024-01-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.674,False,Transient outlier matched forklift impact near cabinet wall.
+2283,2024-01-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.354,False,Anomaly review flagged possible bearing wear progression.
+2284,2024-01-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.908,False,Sensor battery health remains nominal after firmware update.
+2285,2024-01-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2286,2024-01-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.671,False,Pressure line purge completed before restart authorization.
+2287,2024-01-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.695,False,Operator reset acknowledged after red-tag inspection.
+2288,2024-01-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.483,False,Transient outlier matched forklift impact near cabinet wall.
+2289,2024-01-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.715,False,Coolant loop adjustment reduced chamber temperature spread.
+2290,2024-01-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.931,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2291,2024-01-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.136,False,Dust extraction fan offline for 18 minutes on line finishing.
+2292,2024-01-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.182,False,Reliability engineer tagged sample window for model retraining.
+2293,2024-01-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.922,False,Night shift startup produced higher than normal vibration floor.
+2294,2024-01-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.172,False,Sensor heartbeat delayed by one interval after gateway retry.
+2295,2024-01-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Thermal overshoot event coincided with recipe change on furnace.
+2296,2024-01-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.384,False,Humidity readings track seasonal rise across late spring.
+2297,2024-01-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.875,False,Thermal overshoot event coincided with recipe change on furnace.
+2298,2024-01-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.466,False,Machine idle period extended during planned sanitation window.
+2299,2024-01-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.934,False,Machine throughput increase drove sustained pressure uplift.
+2300,2024-01-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.407,False,Quality hold reduced finishing booth activity for one shift.
+2301,2024-01-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.786,False,Packaging line stop reduced adjacent vibration background.
+2302,2024-01-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.98,False,Transient outlier matched forklift impact near cabinet wall.
+2303,2024-01-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.848,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2304,2024-01-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.044,False,Pressure peak corresponds to oversized billet batch processing.
+2305,2024-01-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Reliability engineer tagged sample window for model retraining.
+2306,2024-01-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.879,False,Temporary gateway failover completed without data loss.
+2307,2024-01-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.536,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2308,2024-01-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.948,False,Short-lived packet loss observed at edge gateway gw-02.
+2309,2024-01-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2310,2024-01-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.711,False,Sensor enclosure opened for manual calibration verification.
+2311,2024-01-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.549,False,Packaging line stop reduced adjacent vibration background.
+2312,2024-01-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.526,False,Dust extraction fan offline for 18 minutes on line finishing.
+2313,2024-01-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.463,False,Vibration burst exceeds envelope during tool change cycle.
+2314,2024-01-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.656,False,Coolant loop adjustment reduced chamber temperature spread.
+2315,2024-01-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Machine idle period extended during planned sanitation window.
+2316,2024-01-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.843,False,Temperature remained elevated during unscheduled overtime run.
+2317,2024-01-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.49,False,Humidity excursion near finishing booth during coating run.
+2318,2024-01-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.402,False,Short-lived packet loss observed at edge gateway gw-02.
+2319,2024-01-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Thermal ramp exceeded expected warmup curve before shift start.
+2320,2024-01-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.733,False,Bearing temperature rising faster than baseline on spindle cell.
+2321,2024-01-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.318,False,Vibration baseline recovered after tool holder replacement.
+2322,2024-01-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.531,False,Reliability engineer tagged sample window for model retraining.
+2323,2024-01-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.065,False,Temperature variance narrowed after coolant nozzle cleaning.
+2324,2024-01-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.258,False,Quality hold reduced finishing booth activity for one shift.
+2325,2024-01-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.585,False,Reliability engineer tagged sample window for model retraining.
+2326,2024-01-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.299,False,Edge collector replayed buffered events after network recovery.
+2327,2024-01-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.492,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2328,2024-01-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.318,False,Dust extraction fan offline for 18 minutes on line finishing.
+2329,2024-01-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.179,False,Warning threshold updated for pilot predictive-maintenance model.
+2330,2024-01-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.699,False,Operator reported intermittent chatter on machine CNC-04.
+2331,2024-01-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.562,False,Sensor battery health remains nominal after firmware update.
+2332,2024-01-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.909,False,Short-lived packet loss observed at edge gateway gw-02.
+2333,2024-01-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Anomaly review flagged possible bearing wear progression.
+2334,2024-01-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.165,False,Sensor heartbeat delayed by one interval after gateway retry.
+2335,2024-01-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2336,2024-01-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.305,False,Sensor battery health remains nominal after firmware update.
+2337,2024-01-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.083,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2338,2024-01-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.919,False,Anomaly review flagged possible bearing wear progression.
+2339,2024-01-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.603,False,Sensor signal clipping observed during startup surge.
+2340,2024-01-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.55,False,Thermal ramp exceeded expected warmup curve before shift start.
+2341,2024-01-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.929,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2342,2024-01-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.856,False,Humidity readings track seasonal rise across late spring.
+2343,2024-01-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.845,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2344,2024-01-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.718,False,Press cycle dwell time lengthened during high-volume batch.
+2345,2024-01-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Machine idle period extended during planned sanitation window.
+2346,2024-01-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.866,False,Machine throughput increase drove sustained pressure uplift.
+2347,2024-01-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.318,False,Edge collector replayed buffered events after network recovery.
+2348,2024-01-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.971,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2349,2024-01-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.312,False,Machine idle period extended during planned sanitation window.
+2350,2024-01-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.54,False,Supervisory alert generated after three consecutive threshold breaches.
+2351,2024-01-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.391,False,Quality hold reduced finishing booth activity for one shift.
+2352,2024-01-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.893,False,Humidity baseline improved after seal replacement.
+2353,2024-01-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.031,False,Temperature variance narrowed after coolant nozzle cleaning.
+2354,2024-01-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.646,False,Operator reset acknowledged after red-tag inspection.
+2355,2024-01-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.054,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2356,2024-01-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.421,False,Dust extraction fan offline for 18 minutes on line finishing.
+2357,2024-01-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.775,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2358,2024-01-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.404,False,Air handler maintenance reduced humidity variance on finishing line.
+2359,2024-01-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.316,False,Maintenance note logged for coupling imbalance inspection.
+2360,2024-01-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.931,False,Press cycle dwell time lengthened during high-volume batch.
+2361,2024-01-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.53,False,Quality team requested trace review for lot 24-118B.
+2362,2024-01-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.622,False,Supervisory alert generated after three consecutive threshold breaches.
+2363,2024-01-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.729,False,Temperature variance narrowed after coolant nozzle cleaning.
+2364,2024-01-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.729,False,Maintenance note logged for coupling imbalance inspection.
+2365,2024-01-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.923,False,Temporary gateway failover completed without data loss.
+2366,2024-01-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.13,False,Hydraulic line pressure oscillation detected under load.
+2367,2024-01-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.836,False,Condensation warning cleared after dehumidifier ramp-up.
+2368,2024-01-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.104,False,Unbalanced load introduced cyclical pressure ripple.
+2369,2024-01-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Temperature variance narrowed after coolant nozzle cleaning.
+2370,2024-01-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.69,False,Shift handoff note referenced unusual noise near press enclosure.
+2371,2024-01-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.294,False,Calibration check overdue by 11 days for press-line transducer.
+2372,2024-01-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.732,False,Sensor enclosure opened for manual calibration verification.
+2373,2024-01-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.636,False,Temperature variance narrowed after coolant nozzle cleaning.
+2374,2024-01-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2375,2024-01-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.706,False,Supervisory alert generated after three consecutive threshold breaches.
+2376,2024-01-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.479,False,Transient outlier matched forklift impact near cabinet wall.
+2377,2024-01-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Pressure line purge completed before restart authorization.
+2378,2024-01-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.694,False,Short-lived packet loss observed at edge gateway gw-02.
+2379,2024-01-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Operator reset acknowledged after red-tag inspection.
+2380,2024-01-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.492,False,Reliability engineer tagged sample window for model retraining.
+2381,2024-01-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.048,False,Vibration baseline recovered after tool holder replacement.
+2382,2024-01-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.623,False,Maintenance note logged for coupling imbalance inspection.
+2383,2024-01-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.937,False,Reliability engineer tagged sample window for model retraining.
+2384,2024-01-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.994,False,Coolant loop adjustment reduced chamber temperature spread.
+2385,2024-01-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.232,False,Transient outlier matched forklift impact near cabinet wall.
+2386,2024-01-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.353,False,Operator reported intermittent chatter on machine CNC-04.
+2387,2024-01-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.907,False,Temperature variance narrowed after coolant nozzle cleaning.
+2388,2024-01-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.104,False,Dust extraction fan offline for 18 minutes on line finishing.
+2389,2024-01-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Maintenance scheduler deferred calibration due to spare shortage.
+2390,2024-01-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2391,2024-01-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.782,False,Pressure peak corresponds to oversized billet batch processing.
+2392,2024-01-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.533,False,Temperature variance narrowed after coolant nozzle cleaning.
+2393,2024-01-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Night shift startup produced higher than normal vibration floor.
+2394,2024-01-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.301,False,Sensor heartbeat delayed by one interval after gateway retry.
+2395,2024-01-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,Operator reset acknowledged after red-tag inspection.
+2396,2024-01-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.04,False,Operator reported intermittent chatter on machine CNC-04.
+2397,2024-01-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.393,False,Sensor heartbeat delayed by one interval after gateway retry.
+2398,2024-01-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.385,False,Supervisory alert generated after three consecutive threshold breaches.
+2399,2024-01-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.623,False,Machine throughput increase drove sustained pressure uplift.
+2400,2024-01-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.136,False,Maintenance crew confirmed lubrication interval was missed.
+2401,2024-01-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.513,False,Temperature variance narrowed after coolant nozzle cleaning.
+2402,2024-01-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.701,False,Sensor enclosure opened for manual calibration verification.
+2403,2024-01-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.802,False,Machine idle period extended during planned sanitation window.
+2404,2024-01-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.494,False,Calibration check overdue by 11 days for press-line transducer.
+2405,2024-01-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.982,False,Hydraulic line pressure oscillation detected under load.
+2406,2024-01-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.904,False,Humidity baseline improved after seal replacement.
+2407,2024-01-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.236,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2408,2024-01-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.999,False,Transient outlier matched forklift impact near cabinet wall.
+2409,2024-01-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Transient outlier matched forklift impact near cabinet wall.
+2410,2024-01-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.73,False,Edge collector replayed buffered events after network recovery.
+2411,2024-01-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.233,False,Vibration baseline recovered after tool holder replacement.
+2412,2024-01-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.585,False,Transient outlier matched forklift impact near cabinet wall.
+2413,2024-01-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.002,False,Condensation warning cleared after dehumidifier ramp-up.
+2414,2024-01-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.732,False,Supervisory alert generated after three consecutive threshold breaches.
+2415,2024-01-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Pressure settled back to nominal after valve reseat.
+2416,2024-01-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.988,False,Vibration baseline recovered after tool holder replacement.
+2417,2024-01-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.206,False,Night shift startup produced higher than normal vibration floor.
+2418,2024-01-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.079,False,Packaging line stop reduced adjacent vibration background.
+2419,2024-01-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.723,False,Temperature variance narrowed after coolant nozzle cleaning.
+2420,2024-01-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.842,False,Sensor heartbeat delayed by one interval after gateway retry.
+2421,2024-01-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.124,False,Temperature variance narrowed after coolant nozzle cleaning.
+2422,2024-01-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.899,False,Press cycle dwell time lengthened during high-volume batch.
+2423,2024-01-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.074,False,Pressure settled back to nominal after valve reseat.
+2424,2024-01-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.988,False,Maintenance scheduler deferred calibration due to spare shortage.
+2425,2024-01-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2426,2024-01-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.839,False,Telemetry quality flag downgraded during sensor self-test window.
+2427,2024-01-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2428,2024-01-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.726,False,Sensor signal clipping observed during startup surge.
+2429,2024-01-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.134,False,Sensor heartbeat delayed by one interval after gateway retry.
+2430,2024-01-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.732,False,Sensor battery health remains nominal after firmware update.
+2431,2024-01-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2432,2024-01-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.632,False,Machine throughput increase drove sustained pressure uplift.
+2433,2024-01-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.096,False,Humidity baseline improved after seal replacement.
+2434,2024-01-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.03,False,Unbalanced load introduced cyclical pressure ripple.
+2435,2024-01-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.742,False,Vibration harmonics broadened during extended production run.
+2436,2024-01-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.591,False,Bearing temperature rising faster than baseline on spindle cell.
+2437,2024-01-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.483,False,Operator reset acknowledged after red-tag inspection.
+2438,2024-01-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.539,False,Humidity readings track seasonal rise across late spring.
+2439,2024-01-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.905,False,Edge collector replayed buffered events after network recovery.
+2440,2024-01-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.971,False,Sensor signal clipping observed during startup surge.
+2441,2024-01-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.283,False,Supervisory alert generated after three consecutive threshold breaches.
+2442,2024-01-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.983,False,Pressure settled back to nominal after valve reseat.
+2443,2024-01-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.546,False,Sensor signal clipping observed during startup surge.
+2444,2024-01-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.744,False,Warning threshold updated for pilot predictive-maintenance model.
+2445,2024-01-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,Operator reported intermittent chatter on machine CNC-04.
+2446,2024-01-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.105,False,Anomaly review flagged possible bearing wear progression.
+2447,2024-01-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2448,2024-01-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.873,False,Air handler maintenance reduced humidity variance on finishing line.
+2449,2024-01-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.665,False,Sensor enclosure opened for manual calibration verification.
+2450,2024-01-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.554,False,Humidity excursion near finishing booth during coating run.
+2451,2024-01-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.737,False,Coolant loop adjustment reduced chamber temperature spread.
+2452,2024-01-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.066,False,Sensor signal clipping observed during startup surge.
+2453,2024-01-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.174,False,Packaging line stop reduced adjacent vibration background.
+2454,2024-01-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.292,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2455,2024-01-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.732,False,Edge collector replayed buffered events after network recovery.
+2456,2024-01-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.478,False,Maintenance scheduler deferred calibration due to spare shortage.
+2457,2024-01-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.261,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2458,2024-01-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.565,False,Temperature variance narrowed after coolant nozzle cleaning.
+2459,2024-01-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.395,False,Temporary gateway failover completed without data loss.
+2460,2024-01-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.623,False,Machine idle period extended during planned sanitation window.
+2461,2024-01-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Bearing temperature rising faster than baseline on spindle cell.
+2462,2024-01-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.018,False,Reliability engineer tagged sample window for model retraining.
+2463,2024-01-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Sensor battery health remains nominal after firmware update.
+2464,2024-01-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.342,False,Quality hold reduced finishing booth activity for one shift.
+2465,2024-01-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Pressure settled back to nominal after valve reseat.
+2466,2024-01-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.105,False,Machine throughput increase drove sustained pressure uplift.
+2467,2024-01-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Sensor signal clipping observed during startup surge.
+2468,2024-01-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.383,False,Air handler maintenance reduced humidity variance on finishing line.
+2469,2024-01-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.15,False,Maintenance crew confirmed lubrication interval was missed.
+2470,2024-01-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.325,False,Sensor signal clipping observed during startup surge.
+2471,2024-01-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Vibration harmonics broadened during extended production run.
+2472,2024-01-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.338,False,Vibration harmonics broadened during extended production run.
+2473,2024-01-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.956,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2474,2024-01-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.549,False,Vibration burst exceeds envelope during tool change cycle.
+2475,2024-01-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.375,False,Temperature remained elevated during unscheduled overtime run.
+2476,2024-01-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.625,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2477,2024-01-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Edge collector replayed buffered events after network recovery.
+2478,2024-01-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.118,False,Pressure line purge completed before restart authorization.
+2479,2024-01-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.797,False,Sensor battery health remains nominal after firmware update.
+2480,2024-01-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.964,False,Quality team requested trace review for lot 24-118B.
+2481,2024-01-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Dust extraction fan offline for 18 minutes on line finishing.
+2482,2024-01-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.988,False,Humidity baseline improved after seal replacement.
+2483,2024-01-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.975,False,Pressure settled back to nominal after valve reseat.
+2484,2024-01-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.823,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2485,2024-01-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Vibration baseline recovered after tool holder replacement.
+2486,2024-01-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.714,False,Edge collector replayed buffered events after network recovery.
+2487,2024-01-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.038,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2488,2024-01-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.036,False,Reliability engineer tagged sample window for model retraining.
+2489,2024-01-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.799,False,Coolant loop adjustment reduced chamber temperature spread.
+2490,2024-01-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.775,False,Pressure line purge completed before restart authorization.
+2491,2024-01-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.805,False,Pressure peak corresponds to oversized billet batch processing.
+2492,2024-01-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.736,False,Shift handoff note referenced unusual noise near press enclosure.
+2493,2024-01-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2494,2024-01-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.451,False,Coolant loop adjustment reduced chamber temperature spread.
+2495,2024-01-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.192,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2496,2024-01-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.99,False,Temperature variance narrowed after coolant nozzle cleaning.
+2497,2024-01-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.392,False,Machine idle period extended during planned sanitation window.
+2498,2024-01-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.277,False,Press cycle dwell time lengthened during high-volume batch.
+2499,2024-01-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.859,False,Shift handoff note referenced unusual noise near press enclosure.
+2500,2024-01-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.504,False,Machine idle period extended during planned sanitation window.
+2501,2024-01-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.007,False,Pressure peak corresponds to oversized billet batch processing.
+2502,2024-01-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.188,False,Maintenance scheduler deferred calibration due to spare shortage.
+2503,2024-01-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.33,False,Machine idle period extended during planned sanitation window.
+2504,2024-01-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.934,False,Maintenance scheduler deferred calibration due to spare shortage.
+2505,2024-01-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Shift handoff note referenced unusual noise near press enclosure.
+2506,2024-01-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.868,False,Maintenance note logged for coupling imbalance inspection.
+2507,2024-01-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.412,False,Reliability engineer tagged sample window for model retraining.
+2508,2024-01-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.597,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2509,2024-01-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.091,False,Sensor signal clipping observed during startup surge.
+2510,2024-01-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.69,False,Operator reported intermittent chatter on machine CNC-04.
+2511,2024-01-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.01,False,Transient outlier matched forklift impact near cabinet wall.
+2512,2024-01-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.747,False,Machine idle period extended during planned sanitation window.
+2513,2024-01-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,Humidity readings track seasonal rise across late spring.
+2514,2024-01-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.051,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2515,2024-01-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.134,False,Humidity baseline improved after seal replacement.
+2516,2024-01-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.641,False,Dust extraction fan offline for 18 minutes on line finishing.
+2517,2024-01-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.104,False,Temporary gateway failover completed without data loss.
+2518,2024-01-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.191,False,Dust extraction fan offline for 18 minutes on line finishing.
+2519,2024-01-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.135,False,Hydraulic line pressure oscillation detected under load.
+2520,2024-01-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.238,False,Coolant loop adjustment reduced chamber temperature spread.
+2521,2024-01-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Shift handoff note referenced unusual noise near press enclosure.
+2522,2024-01-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.148,False,Quality hold reduced finishing booth activity for one shift.
+2523,2024-01-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.107,False,Operator reset acknowledged after red-tag inspection.
+2524,2024-01-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.641,False,Humidity baseline improved after seal replacement.
+2525,2024-01-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.889,False,Machine idle period extended during planned sanitation window.
+2526,2024-01-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.356,False,Press cycle dwell time lengthened during high-volume batch.
+2527,2024-01-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Night shift startup produced higher than normal vibration floor.
+2528,2024-01-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.627,False,Warning threshold updated for pilot predictive-maintenance model.
+2529,2024-01-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.84,False,Temperature variance narrowed after coolant nozzle cleaning.
+2530,2024-01-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.253,False,Bearing temperature rising faster than baseline on spindle cell.
+2531,2024-01-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.564,False,Sensor battery health remains nominal after firmware update.
+2532,2024-01-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.512,False,Night shift startup produced higher than normal vibration floor.
+2533,2024-01-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.284,False,Maintenance note logged for coupling imbalance inspection.
+2534,2024-01-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.76,False,Packaging line stop reduced adjacent vibration background.
+2535,2024-01-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.72,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2536,2024-01-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.152,False,Edge collector replayed buffered events after network recovery.
+2537,2024-01-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Coolant loop adjustment reduced chamber temperature spread.
+2538,2024-01-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.207,False,Humidity baseline improved after seal replacement.
+2539,2024-01-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.641,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2540,2024-01-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.61,False,Machine throughput increase drove sustained pressure uplift.
+2541,2024-01-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.09,False,Hydraulic line pressure oscillation detected under load.
+2542,2024-01-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.636,False,Temporary gateway failover completed without data loss.
+2543,2024-01-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.419,False,Machine idle period extended during planned sanitation window.
+2544,2024-01-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.679,False,Edge collector replayed buffered events after network recovery.
+2545,2024-01-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.974,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2546,2024-01-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.422,False,Humidity excursion near finishing booth during coating run.
+2547,2024-01-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.432,False,Humidity readings track seasonal rise across late spring.
+2548,2024-01-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.342,False,Hydraulic line pressure oscillation detected under load.
+2549,2024-01-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.97,False,Vibration harmonics broadened during extended production run.
+2550,2024-01-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.555,False,Pressure line purge completed before restart authorization.
+2551,2024-01-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.326,False,Thermal overshoot event coincided with recipe change on furnace.
+2552,2024-01-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.348,False,Machine idle period extended during planned sanitation window.
+2553,2024-01-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.536,False,Pressure line purge completed before restart authorization.
+2554,2024-01-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.043,False,Telemetry quality flag downgraded during sensor self-test window.
+2555,2024-01-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.553,False,Machine idle period extended during planned sanitation window.
+2556,2024-01-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.103,False,Humidity climbed during dock-door open period in afternoon shift.
+2557,2024-01-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.979,False,Coolant loop adjustment reduced chamber temperature spread.
+2558,2024-01-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.723,False,Dust extraction fan offline for 18 minutes on line finishing.
+2559,2024-01-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.293,False,Calibration check overdue by 11 days for press-line transducer.
+2560,2024-01-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.535,False,Shift handoff note referenced unusual noise near press enclosure.
+2561,2024-01-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.67,False,Machine throughput increase drove sustained pressure uplift.
+2562,2024-01-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.482,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2563,2024-01-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.44,False,Maintenance note logged for coupling imbalance inspection.
+2564,2024-01-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.349,False,Press cycle dwell time lengthened during high-volume batch.
+2565,2024-01-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.724,False,Night shift startup produced higher than normal vibration floor.
+2566,2024-01-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.857,False,Operator reported intermittent chatter on machine CNC-04.
+2567,2024-01-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.172,False,Sensor signal clipping observed during startup surge.
+2568,2024-01-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.858,False,Edge collector replayed buffered events after network recovery.
+2569,2024-01-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.361,False,Vibration harmonics broadened during extended production run.
+2570,2024-01-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.689,False,Operator reset acknowledged after red-tag inspection.
+2571,2024-01-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.307,False,Humidity baseline improved after seal replacement.
+2572,2024-01-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.419,False,Quality hold reduced finishing booth activity for one shift.
+2573,2024-01-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.35,False,Machine idle period extended during planned sanitation window.
+2574,2024-01-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.067,False,Pressure peak corresponds to oversized billet batch processing.
+2575,2024-01-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.761,False,Thermal ramp exceeded expected warmup curve before shift start.
+2576,2024-01-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.43,False,SCADA backfill inserted two delayed telemetry points.
+2577,2024-01-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.168,False,Temperature variance narrowed after coolant nozzle cleaning.
+2578,2024-01-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.031,False,Pressure line purge completed before restart authorization.
+2579,2024-01-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.172,False,Pressure settled back to nominal after valve reseat.
+2580,2024-01-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.34,False,Telemetry quality flag downgraded during sensor self-test window.
+2581,2024-01-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.751,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2582,2024-01-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.983,False,Maintenance crew confirmed lubrication interval was missed.
+2583,2024-01-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.419,False,Condensation warning cleared after dehumidifier ramp-up.
+2584,2024-01-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.798,False,Press cycle dwell time lengthened during high-volume batch.
+2585,2024-01-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2586,2024-01-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.901,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2587,2024-01-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Condensation warning cleared after dehumidifier ramp-up.
+2588,2024-01-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.896,False,Maintenance note logged for coupling imbalance inspection.
+2589,2024-01-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Maintenance scheduler deferred calibration due to spare shortage.
+2590,2024-01-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.007,False,Humidity excursion near finishing booth during coating run.
+2591,2024-01-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.49,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2592,2024-01-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.661,False,Dust extraction fan offline for 18 minutes on line finishing.
+2593,2024-01-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Dust extraction fan offline for 18 minutes on line finishing.
+2594,2024-01-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.679,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2595,2024-01-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.722,False,Humidity baseline improved after seal replacement.
+2596,2024-01-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.921,False,Bearing temperature rising faster than baseline on spindle cell.
+2597,2024-01-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.296,False,Unbalanced load introduced cyclical pressure ripple.
+2598,2024-01-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.167,False,Calibration check overdue by 11 days for press-line transducer.
+2599,2024-01-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.125,False,Thermal ramp exceeded expected warmup curve before shift start.
+2600,2024-01-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.429,False,Hydraulic line pressure oscillation detected under load.
+2601,2024-01-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Shift handoff note referenced unusual noise near press enclosure.
+2602,2024-01-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.197,False,Humidity climbed during dock-door open period in afternoon shift.
+2603,2024-01-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.357,False,Thermal overshoot event coincided with recipe change on furnace.
+2604,2024-01-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.961,False,Humidity excursion near finishing booth during coating run.
+2605,2024-01-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.928,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2606,2024-01-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.624,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2607,2024-01-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.48,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2608,2024-01-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.037,False,Transient outlier matched forklift impact near cabinet wall.
+2609,2024-01-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2610,2024-01-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.704,False,Short-lived packet loss observed at edge gateway gw-02.
+2611,2024-01-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.274,False,Operator reset acknowledged after red-tag inspection.
+2612,2024-01-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.505,False,Warning threshold updated for pilot predictive-maintenance model.
+2613,2024-01-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Reliability engineer tagged sample window for model retraining.
+2614,2024-01-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.818,False,Temperature variance narrowed after coolant nozzle cleaning.
+2615,2024-01-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.125,False,Supervisory alert generated after three consecutive threshold breaches.
+2616,2024-01-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.731,False,Warning threshold updated for pilot predictive-maintenance model.
+2617,2024-01-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Edge collector replayed buffered events after network recovery.
+2618,2024-01-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.969,False,Edge collector replayed buffered events after network recovery.
+2619,2024-01-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.995,False,Dust extraction fan offline for 18 minutes on line finishing.
+2620,2024-01-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.97,False,Sensor heartbeat delayed by one interval after gateway retry.
+2621,2024-01-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Maintenance crew confirmed lubrication interval was missed.
+2622,2024-01-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.468,False,Coolant loop adjustment reduced chamber temperature spread.
+2623,2024-01-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.672,False,Temporary gateway failover completed without data loss.
+2624,2024-01-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.041,False,Thermal ramp exceeded expected warmup curve before shift start.
+2625,2024-01-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.371,False,Machine idle period extended during planned sanitation window.
+2626,2024-01-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.843,False,Machine idle period extended during planned sanitation window.
+2627,2024-01-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.19,False,Humidity baseline improved after seal replacement.
+2628,2024-01-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.522,False,Packaging line stop reduced adjacent vibration background.
+2629,2024-01-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.16,False,Anomaly review flagged possible bearing wear progression.
+2630,2024-01-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.418,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2631,2024-01-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.094,False,Telemetry quality flag downgraded during sensor self-test window.
+2632,2024-01-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.557,False,Maintenance scheduler deferred calibration due to spare shortage.
+2633,2024-01-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.508,False,Humidity baseline improved after seal replacement.
+2634,2024-01-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.037,False,Short-lived packet loss observed at edge gateway gw-02.
+2635,2024-01-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.113,False,Bearing temperature rising faster than baseline on spindle cell.
+2636,2024-01-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.508,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2637,2024-01-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Supervisory alert generated after three consecutive threshold breaches.
+2638,2024-01-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.611,False,Quality hold reduced finishing booth activity for one shift.
+2639,2024-01-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.669,False,Dust extraction fan offline for 18 minutes on line finishing.
+2640,2024-01-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.534,False,Machine throughput increase drove sustained pressure uplift.
+2641,2024-01-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.509,False,Humidity readings track seasonal rise across late spring.
+2642,2024-01-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.332,False,Maintenance scheduler deferred calibration due to spare shortage.
+2643,2024-01-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.64,False,Maintenance crew confirmed lubrication interval was missed.
+2644,2024-01-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.799,False,Calibration check overdue by 11 days for press-line transducer.
+2645,2024-01-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Quality hold reduced finishing booth activity for one shift.
+2646,2024-01-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.558,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2647,2024-01-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.389,False,Condensation warning cleared after dehumidifier ramp-up.
+2648,2024-01-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.234,False,Operator reset acknowledged after red-tag inspection.
+2649,2024-01-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2650,2024-01-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.723,False,Thermal overshoot event coincided with recipe change on furnace.
+2651,2024-01-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,False,Machine throughput increase drove sustained pressure uplift.
+2652,2024-01-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.402,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2653,2024-01-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.938,False,Sensor enclosure opened for manual calibration verification.
+2654,2024-01-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.977,False,Shift handoff note referenced unusual noise near press enclosure.
+2655,2024-01-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2656,2024-01-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.309,False,Temperature variance narrowed after coolant nozzle cleaning.
+2657,2024-01-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Operator reset acknowledged after red-tag inspection.
+2658,2024-01-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.922,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2659,2024-01-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.603,False,Humidity baseline improved after seal replacement.
+2660,2024-01-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.711,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2661,2024-01-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Packaging line stop reduced adjacent vibration background.
+2662,2024-01-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.089,False,Air handler maintenance reduced humidity variance on finishing line.
+2663,2024-01-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Edge collector replayed buffered events after network recovery.
+2664,2024-01-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.673,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2665,2024-01-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.224,False,Shift handoff note referenced unusual noise near press enclosure.
+2666,2024-01-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.013,False,Thermal overshoot event coincided with recipe change on furnace.
+2667,2024-01-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.004,False,Humidity readings track seasonal rise across late spring.
+2668,2024-01-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.968,False,Sensor signal clipping observed during startup surge.
+2669,2024-01-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.637,False,Humidity baseline improved after seal replacement.
+2670,2024-01-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.308,False,Sensor enclosure opened for manual calibration verification.
+2671,2024-01-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.263,False,Thermal ramp exceeded expected warmup curve before shift start.
+2672,2024-01-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.668,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2673,2024-01-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.679,False,Quality team requested trace review for lot 24-118B.
+2674,2024-01-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.998,False,Operator reset acknowledged after red-tag inspection.
+2675,2024-01-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.452,False,Temporary gateway failover completed without data loss.
+2676,2024-01-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.996,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2677,2024-01-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Condensation warning cleared after dehumidifier ramp-up.
+2678,2024-01-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.577,False,Packaging line stop reduced adjacent vibration background.
+2679,2024-01-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.951,False,Packaging line stop reduced adjacent vibration background.
+2680,2024-01-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.668,False,Dust extraction fan offline for 18 minutes on line finishing.
+2681,2024-01-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Press cycle dwell time lengthened during high-volume batch.
+2682,2024-01-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.131,False,Sensor signal clipping observed during startup surge.
+2683,2024-01-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2684,2024-01-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.475,False,Machine idle period extended during planned sanitation window.
+2685,2024-01-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.906,False,Sensor enclosure opened for manual calibration verification.
+2686,2024-01-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.454,False,Machine idle period extended during planned sanitation window.
+2687,2024-01-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.338,False,Sensor battery health remains nominal after firmware update.
+2688,2024-01-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.905,False,Temporary gateway failover completed without data loss.
+2689,2024-01-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.174,False,Machine throughput increase drove sustained pressure uplift.
+2690,2024-01-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.724,False,Warning threshold updated for pilot predictive-maintenance model.
+2691,2024-01-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.317,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2692,2024-01-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.411,False,Maintenance crew confirmed lubrication interval was missed.
+2693,2024-01-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.258,False,Reliability engineer tagged sample window for model retraining.
+2694,2024-01-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.38,False,SCADA backfill inserted two delayed telemetry points.
+2695,2024-01-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Telemetry quality flag downgraded during sensor self-test window.
+2696,2024-01-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.012,False,Humidity climbed during dock-door open period in afternoon shift.
+2697,2024-01-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.091,False,Calibration check overdue by 11 days for press-line transducer.
+2698,2024-01-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.24,False,Night shift startup produced higher than normal vibration floor.
+2699,2024-01-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.13,False,Temporary gateway failover completed without data loss.
+2700,2024-01-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.921,False,Pressure settled back to nominal after valve reseat.
+2701,2024-01-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2702,2024-01-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.954,False,Shift handoff note referenced unusual noise near press enclosure.
+2703,2024-01-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.193,False,Maintenance crew confirmed lubrication interval was missed.
+2704,2024-01-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.224,False,Temporary gateway failover completed without data loss.
+2705,2024-01-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.499,False,Air handler maintenance reduced humidity variance on finishing line.
+2706,2024-01-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.275,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2707,2024-01-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.998,False,Quality hold reduced finishing booth activity for one shift.
+2708,2024-01-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.615,False,Coolant loop adjustment reduced chamber temperature spread.
+2709,2024-01-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Pressure peak corresponds to oversized billet batch processing.
+2710,2024-01-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.269,False,Humidity climbed during dock-door open period in afternoon shift.
+2711,2024-01-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.321,False,Telemetry quality flag downgraded during sensor self-test window.
+2712,2024-01-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.468,False,Unbalanced load introduced cyclical pressure ripple.
+2713,2024-01-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.87,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2714,2024-01-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.974,False,Thermal overshoot event coincided with recipe change on furnace.
+2715,2024-01-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.273,False,Dust extraction fan offline for 18 minutes on line finishing.
+2716,2024-01-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.93,False,Operator reset acknowledged after red-tag inspection.
+2717,2024-01-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.878,False,Humidity climbed during dock-door open period in afternoon shift.
+2718,2024-01-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.751,False,Maintenance scheduler deferred calibration due to spare shortage.
+2719,2024-01-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.886,False,Short-lived packet loss observed at edge gateway gw-02.
+2720,2024-01-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.768,False,Warning threshold updated for pilot predictive-maintenance model.
+2721,2024-01-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.092,False,Warning threshold updated for pilot predictive-maintenance model.
+2722,2024-01-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.491,False,Operator reset acknowledged after red-tag inspection.
+2723,2024-01-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.789,False,Sensor enclosure opened for manual calibration verification.
+2724,2024-01-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.571,False,Thermal overshoot event coincided with recipe change on furnace.
+2725,2024-01-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.612,False,Reliability engineer tagged sample window for model retraining.
+2726,2024-01-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.609,False,Shift handoff note referenced unusual noise near press enclosure.
+2727,2024-01-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.991,False,Coolant loop adjustment reduced chamber temperature spread.
+2728,2024-01-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.67,False,Thermal ramp exceeded expected warmup curve before shift start.
+2729,2024-01-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.077,False,Supervisory alert generated after three consecutive threshold breaches.
+2730,2024-01-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.923,False,Sensor battery health remains nominal after firmware update.
+2731,2024-01-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.511,False,Warning threshold updated for pilot predictive-maintenance model.
+2732,2024-01-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.239,False,Night shift startup produced higher than normal vibration floor.
+2733,2024-01-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Short-lived packet loss observed at edge gateway gw-02.
+2734,2024-01-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.549,False,Short-lived packet loss observed at edge gateway gw-02.
+2735,2024-01-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.69,False,Temporary gateway failover completed without data loss.
+2736,2024-01-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.865,False,Dust extraction fan offline for 18 minutes on line finishing.
+2737,2024-01-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2738,2024-01-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.122,False,Sensor signal clipping observed during startup surge.
+2739,2024-01-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Humidity readings track seasonal rise across late spring.
+2740,2024-01-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.826,False,Pressure line purge completed before restart authorization.
+2741,2024-01-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Reliability engineer tagged sample window for model retraining.
+2742,2024-01-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.061,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2743,2024-01-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Vibration baseline recovered after tool holder replacement.
+2744,2024-01-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.785,False,Maintenance note logged for coupling imbalance inspection.
+2745,2024-01-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.863,False,Hydraulic line pressure oscillation detected under load.
+2746,2024-01-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.128,False,Sensor signal clipping observed during startup surge.
+2747,2024-01-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Humidity readings track seasonal rise across late spring.
+2748,2024-01-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.574,False,Sensor enclosure opened for manual calibration verification.
+2749,2024-01-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Air handler maintenance reduced humidity variance on finishing line.
+2750,2024-01-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.911,False,Condensation warning cleared after dehumidifier ramp-up.
+2751,2024-01-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.563,False,Calibration check overdue by 11 days for press-line transducer.
+2752,2024-01-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.812,False,Dust extraction fan offline for 18 minutes on line finishing.
+2753,2024-01-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.068,False,Humidity readings track seasonal rise across late spring.
+2754,2024-01-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.079,False,Quality team requested trace review for lot 24-118B.
+2755,2024-01-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.674,False,Humidity excursion near finishing booth during coating run.
+2756,2024-01-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.098,False,Temporary gateway failover completed without data loss.
+2757,2024-01-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.398,False,Coolant loop adjustment reduced chamber temperature spread.
+2758,2024-01-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.302,False,Press cycle dwell time lengthened during high-volume batch.
+2759,2024-01-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.167,False,Transient outlier matched forklift impact near cabinet wall.
+2760,2024-01-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.23,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2761,2024-01-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Humidity excursion near finishing booth during coating run.
+2762,2024-01-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.578,False,Temperature remained elevated during unscheduled overtime run.
+2763,2024-01-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.251,False,Calibration check overdue by 11 days for press-line transducer.
+2764,2024-01-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.439,False,Short-lived packet loss observed at edge gateway gw-02.
+2765,2024-01-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.587,False,Telemetry quality flag downgraded during sensor self-test window.
+2766,2024-01-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.167,False,Supervisory alert generated after three consecutive threshold breaches.
+2767,2024-01-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.463,False,Sensor heartbeat delayed by one interval after gateway retry.
+2768,2024-01-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.33,False,Condensation warning cleared after dehumidifier ramp-up.
+2769,2024-01-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Machine idle period extended during planned sanitation window.
+2770,2024-01-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.752,False,Transient outlier matched forklift impact near cabinet wall.
+2771,2024-01-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.559,False,Maintenance note logged for coupling imbalance inspection.
+2772,2024-01-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.959,False,Humidity baseline improved after seal replacement.
+2773,2024-01-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.634,False,Quality team requested trace review for lot 24-118B.
+2774,2024-01-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.861,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2775,2024-01-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Operator reset acknowledged after red-tag inspection.
+2776,2024-01-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.507,False,Humidity baseline improved after seal replacement.
+2777,2024-01-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.197,False,Humidity readings track seasonal rise across late spring.
+2778,2024-01-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.606,False,Warning threshold updated for pilot predictive-maintenance model.
+2779,2024-01-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.016,False,Quality team requested trace review for lot 24-118B.
+2780,2024-01-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.94,False,Vibration baseline recovered after tool holder replacement.
+2781,2024-01-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.72,False,Temporary gateway failover completed without data loss.
+2782,2024-01-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.928,False,Dust extraction fan offline for 18 minutes on line finishing.
+2783,2024-01-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.867,False,Anomaly review flagged possible bearing wear progression.
+2784,2024-01-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.734,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2785,2024-01-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.512,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2786,2024-01-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.317,False,Machine idle period extended during planned sanitation window.
+2787,2024-01-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.06,False,Telemetry quality flag downgraded during sensor self-test window.
+2788,2024-01-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.95,False,Humidity excursion near finishing booth during coating run.
+2789,2024-01-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.885,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2790,2024-01-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.932,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2791,2024-01-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.947,False,Packaging line stop reduced adjacent vibration background.
+2792,2024-01-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.631,False,Pressure line purge completed before restart authorization.
+2793,2024-01-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.619,False,Press cycle dwell time lengthened during high-volume batch.
+2794,2024-01-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.052,False,Quality hold reduced finishing booth activity for one shift.
+2795,2024-01-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Temperature variance narrowed after coolant nozzle cleaning.
+2796,2024-01-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.818,False,SCADA backfill inserted two delayed telemetry points.
+2797,2024-01-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.872,False,Sensor heartbeat delayed by one interval after gateway retry.
+2798,2024-01-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.25,False,Sensor enclosure opened for manual calibration verification.
+2799,2024-01-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.654,False,Quality hold reduced finishing booth activity for one shift.
+2800,2024-01-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.736,False,Condensation warning cleared after dehumidifier ramp-up.
+2801,2024-01-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.557,False,Humidity baseline improved after seal replacement.
+2802,2024-01-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.077,False,Pressure peak corresponds to oversized billet batch processing.
+2803,2024-01-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Maintenance crew confirmed lubrication interval was missed.
+2804,2024-01-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.451,False,Night shift startup produced higher than normal vibration floor.
+2805,2024-01-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Humidity readings track seasonal rise across late spring.
+2806,2024-01-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.935,False,Edge collector replayed buffered events after network recovery.
+2807,2024-01-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.731,False,Packaging line stop reduced adjacent vibration background.
+2808,2024-01-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.442,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2809,2024-01-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.87,False,Pressure settled back to nominal after valve reseat.
+2810,2024-01-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.61,False,Calibration check overdue by 11 days for press-line transducer.
+2811,2024-01-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Edge collector replayed buffered events after network recovery.
+2812,2024-01-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.101,False,SCADA backfill inserted two delayed telemetry points.
+2813,2024-01-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Shift handoff note referenced unusual noise near press enclosure.
+2814,2024-01-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.224,False,Temperature remained elevated during unscheduled overtime run.
+2815,2024-01-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.13,False,Shift handoff note referenced unusual noise near press enclosure.
+2816,2024-01-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.199,False,Transient outlier matched forklift impact near cabinet wall.
+2817,2024-01-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.981,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2818,2024-01-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.854,False,Quality team requested trace review for lot 24-118B.
+2819,2024-01-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.042,False,Thermal ramp exceeded expected warmup curve before shift start.
+2820,2024-01-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.22,False,Condensation warning cleared after dehumidifier ramp-up.
+2821,2024-01-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.492,False,Machine idle period extended during planned sanitation window.
+2822,2024-01-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.992,False,Pressure peak corresponds to oversized billet batch processing.
+2823,2024-01-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.773,False,Quality hold reduced finishing booth activity for one shift.
+2824,2024-01-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.685,False,Shift handoff note referenced unusual noise near press enclosure.
+2825,2024-01-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.815,False,Warning threshold updated for pilot predictive-maintenance model.
+2826,2024-01-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.454,False,Humidity readings track seasonal rise across late spring.
+2827,2024-01-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.98,False,Vibration burst exceeds envelope during tool change cycle.
+2828,2024-01-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.654,False,Vibration burst exceeds envelope during tool change cycle.
+2829,2024-01-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2830,2024-01-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.096,False,Packaging line stop reduced adjacent vibration background.
+2831,2024-01-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.898,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2832,2024-01-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.344,False,Condensation warning cleared after dehumidifier ramp-up.
+2833,2024-01-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.636,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2834,2024-01-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.093,False,Humidity readings track seasonal rise across late spring.
+2835,2024-01-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.363,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2836,2024-01-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.895,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2837,2024-01-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Thermal overshoot event coincided with recipe change on furnace.
+2838,2024-01-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.357,False,Edge collector replayed buffered events after network recovery.
+2839,2024-01-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Humidity baseline improved after seal replacement.
+2840,2024-01-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.357,False,Pressure settled back to nominal after valve reseat.
+2841,2024-01-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Coolant loop adjustment reduced chamber temperature spread.
+2842,2024-01-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.408,False,Reliability engineer tagged sample window for model retraining.
+2843,2024-01-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.898,False,Condensation warning cleared after dehumidifier ramp-up.
+2844,2024-01-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.513,False,Sensor heartbeat delayed by one interval after gateway retry.
+2845,2024-01-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.473,False,Maintenance note logged for coupling imbalance inspection.
+2846,2024-01-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.268,False,Supervisory alert generated after three consecutive threshold breaches.
+2847,2024-01-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.818,False,Press cycle dwell time lengthened during high-volume batch.
+2848,2024-01-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.333,False,SCADA backfill inserted two delayed telemetry points.
+2849,2024-01-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.971,False,Sensor enclosure opened for manual calibration verification.
+2850,2024-01-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.105,False,Quality team requested trace review for lot 24-118B.
+2851,2024-01-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.283,False,Telemetry quality flag downgraded during sensor self-test window.
+2852,2024-01-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.672,False,Night shift startup produced higher than normal vibration floor.
+2853,2024-01-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.979,False,Vibration baseline recovered after tool holder replacement.
+2854,2024-01-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.905,False,Maintenance note logged for coupling imbalance inspection.
+2855,2024-01-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.244,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2856,2024-01-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.128,False,Telemetry quality flag downgraded during sensor self-test window.
+2857,2024-01-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.523,False,SCADA backfill inserted two delayed telemetry points.
+2858,2024-01-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.543,False,Air handler maintenance reduced humidity variance on finishing line.
+2859,2024-01-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.015,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2860,2024-01-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.291,False,Sensor signal clipping observed during startup surge.
+2861,2024-01-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Thermal ramp exceeded expected warmup curve before shift start.
+2862,2024-01-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.493,False,Unbalanced load introduced cyclical pressure ripple.
+2863,2024-01-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.861,False,Pressure line purge completed before restart authorization.
+2864,2024-01-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.845,False,Pressure settled back to nominal after valve reseat.
+2865,2024-01-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2866,2024-01-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.803,False,Humidity climbed during dock-door open period in afternoon shift.
+2867,2024-01-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.038,False,Sensor signal clipping observed during startup surge.
+2868,2024-01-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.838,False,Sensor 3 drift suspected after cross-check with manual gauge.
+2869,2024-01-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.437,False,Thermal ramp exceeded expected warmup curve before shift start.
+2870,2024-01-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.1,False,Transient outlier matched forklift impact near cabinet wall.
+2871,2024-01-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Maintenance note logged for coupling imbalance inspection.
+2872,2024-01-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.805,False,Coolant loop adjustment reduced chamber temperature spread.
+2873,2024-01-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.438,False,Humidity climbed during dock-door open period in afternoon shift.
+2874,2024-01-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,53.719,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2875,2024-01-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.718,False,Quality team requested trace review for lot 24-118B.
+2876,2024-01-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.469,False,Operator reset acknowledged after red-tag inspection.
+2877,2024-01-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.036,False,Warning threshold updated for pilot predictive-maintenance model.
+2878,2024-01-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.894,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2879,2024-01-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.006,False,Bearing temperature rising faster than baseline on spindle cell.
+2880,2024-01-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.774,False,Calibration check overdue by 11 days for press-line transducer.
+2881,2024-01-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Quality team requested trace review for lot 24-118B.
+2882,2024-01-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.486,False,SCADA backfill inserted two delayed telemetry points.
+2883,2024-01-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.575,False,Machine throughput increase drove sustained pressure uplift.
+2884,2024-01-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.116,False,Shift handoff note referenced unusual noise near press enclosure.
+2885,2024-01-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Air handler maintenance reduced humidity variance on finishing line.
+2886,2024-01-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.564,False,Temperature variance narrowed after coolant nozzle cleaning.
+2887,2024-01-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.804,False,SCADA backfill inserted two delayed telemetry points.
+2888,2024-01-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.357,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2889,2024-01-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.155,False,Shift handoff note referenced unusual noise near press enclosure.
+2890,2024-01-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.289,False,Supervisory alert generated after three consecutive threshold breaches.
+2891,2024-01-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.262,False,Humidity baseline improved after seal replacement.
+2892,2024-01-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.489,False,Heat-treat furnace door cycling increased localized temperature spikes.
+2893,2024-01-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.044,False,Anomaly review flagged possible bearing wear progression.
+2894,2024-01-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.455,False,SCADA backfill inserted two delayed telemetry points.
+2895,2024-01-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.62,False,Humidity excursion near finishing booth during coating run.
+2896,2024-01-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.226,False,Calibration check overdue by 11 days for press-line transducer.
+2897,2024-01-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.662,False,Sensor heartbeat delayed by one interval after gateway retry.
+2898,2024-01-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.243,False,Quality team requested trace review for lot 24-118B.
+2899,2024-01-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.558,False,Humidity excursion near finishing booth during coating run.
+2900,2024-01-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.272,False,Dust extraction fan offline for 18 minutes on line finishing.
+2901,2024-01-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.316,False,Sensor signal clipping observed during startup surge.
+2902,2024-01-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.715,False,Humidity baseline improved after seal replacement.
+2903,2024-01-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Unbalanced load introduced cyclical pressure ripple.
+2904,2024-01-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.641,False,Thermal overshoot event coincided with recipe change on furnace.
+2905,2024-01-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.823,False,Maintenance crew confirmed lubrication interval was missed.
+2906,2024-01-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.849,False,Sensor heartbeat delayed by one interval after gateway retry.
+2907,2024-01-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.583,False,Sensor battery health remains nominal after firmware update.
+2908,2024-01-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.523,False,Dust extraction fan offline for 18 minutes on line finishing.
+2909,2024-01-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.111,False,Maintenance scheduler deferred calibration due to spare shortage.
+2910,2024-01-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.441,False,Anomaly review flagged possible bearing wear progression.
+2911,2024-01-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.422,False,Coolant loop adjustment reduced chamber temperature spread.
+2912,2024-01-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.22,False,Maintenance scheduler deferred calibration due to spare shortage.
+2913,2024-01-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Sensor signal clipping observed during startup surge.
+2914,2024-01-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.37,False,Maintenance crew confirmed lubrication interval was missed.
+2915,2024-01-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.623,False,Ambient temperature stabilized after HVAC stage-two engagement.
+2916,2024-01-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.48,False,Maintenance scheduler deferred calibration due to spare shortage.
+2917,2024-01-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.132,False,Bearing temperature rising faster than baseline on spindle cell.
+2918,2024-01-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.397,False,Coolant loop adjustment reduced chamber temperature spread.
+2919,2024-01-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.461,False,Thermal ramp exceeded expected warmup curve before shift start.
+2920,2024-01-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.518,False,Short-lived packet loss observed at edge gateway gw-02.
+2921,2024-01-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.993,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2922,2024-01-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.982,False,Shift handoff note referenced unusual noise near press enclosure.
+2923,2024-01-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.042,False,SCADA backfill inserted two delayed telemetry points.
+2924,2024-01-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.37,False,Operator reported intermittent chatter on machine CNC-04.
+2925,2024-01-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.975,False,Hydraulic line pressure oscillation detected under load.
+2926,2024-01-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.789,False,Night shift startup produced higher than normal vibration floor.
+2927,2024-01-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.301,False,Coolant loop adjustment reduced chamber temperature spread.
+2928,2024-01-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.752,False,Air handler maintenance reduced humidity variance on finishing line.
+2929,2024-01-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.936,False,Machine idle period extended during planned sanitation window.
+2930,2024-01-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.766,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2931,2024-01-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.391,False,Machine throughput increase drove sustained pressure uplift.
+2932,2024-01-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.653,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2933,2024-01-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,Unbalanced load introduced cyclical pressure ripple.
+2934,2024-01-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.911,False,Thermal ramp exceeded expected warmup curve before shift start.
+2935,2024-01-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.379,False,Dust extraction fan offline for 18 minutes on line finishing.
+2936,2024-01-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.978,False,Thermal ramp exceeded expected warmup curve before shift start.
+2937,2024-01-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.879,False,Temporary gateway failover completed without data loss.
+2938,2024-01-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.344,False,Supervisory alert generated after three consecutive threshold breaches.
+2939,2024-01-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.965,False,Sensor enclosure opened for manual calibration verification.
+2940,2024-01-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.96,False,Unbalanced load introduced cyclical pressure ripple.
+2941,2024-01-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.639,False,Pressure peak corresponds to oversized billet batch processing.
+2942,2024-01-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.506,False,Temperature variance narrowed after coolant nozzle cleaning.
+2943,2024-01-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.515,False,Reliability engineer tagged sample window for model retraining.
+2944,2024-01-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.991,False,Humidity climbed during dock-door open period in afternoon shift.
+2945,2024-01-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.823,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2946,2024-01-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.033,False,Dust extraction fan offline for 18 minutes on line finishing.
+2947,2024-01-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Condensation warning cleared after dehumidifier ramp-up.
+2948,2024-01-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.063,False,Machine throughput increase drove sustained pressure uplift.
+2949,2024-01-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.258,False,SCADA backfill inserted two delayed telemetry points.
+2950,2024-01-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.69,False,Coolant loop adjustment reduced chamber temperature spread.
+2951,2024-01-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.517,False,Air handler maintenance reduced humidity variance on finishing line.
+2952,2024-01-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.49,False,Operator reported intermittent chatter on machine CNC-04.
+2953,2024-01-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.323,False,Packaging line stop reduced adjacent vibration background.
+2954,2024-01-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.913,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+2955,2024-01-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.877,False,Unbalanced load introduced cyclical pressure ripple.
+2956,2024-01-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.844,False,Humidity excursion near finishing booth during coating run.
+2957,2024-01-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.752,False,Transient outlier matched forklift impact near cabinet wall.
+2958,2024-01-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.124,False,Vibration burst exceeds envelope during tool change cycle.
+2959,2024-01-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.905,False,Humidity climbed during dock-door open period in afternoon shift.
+2960,2024-01-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.641,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+2961,2024-01-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Transient outlier matched forklift impact near cabinet wall.
+2962,2024-01-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.511,False,Short-lived packet loss observed at edge gateway gw-02.
+2963,2024-01-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.151,False,Machine idle period extended during planned sanitation window.
+2964,2024-01-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.578,False,Humidity readings track seasonal rise across late spring.
+2965,2024-01-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.263,False,Sensor enclosure opened for manual calibration verification.
+2966,2024-01-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.647,False,Telemetry quality flag downgraded during sensor self-test window.
+2967,2024-01-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.164,False,Quality hold reduced finishing booth activity for one shift.
+2968,2024-01-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.9,False,Vibration baseline recovered after tool holder replacement.
+2969,2024-01-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2970,2024-01-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.744,False,Warning threshold updated for pilot predictive-maintenance model.
+2971,2024-01-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.533,False,Calibration check overdue by 11 days for press-line transducer.
+2972,2024-01-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.794,False,Anomaly review flagged possible bearing wear progression.
+2973,2024-01-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Vibration harmonics broadened during extended production run.
+2974,2024-01-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.206,False,Dust extraction fan offline for 18 minutes on line finishing.
+2975,2024-01-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.29,False,Reliability engineer tagged sample window for model retraining.
+2976,2024-01-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.684,False,Humidity baseline improved after seal replacement.
+2977,2024-01-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.091,False,Pressure peak corresponds to oversized billet batch processing.
+2978,2024-01-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.595,False,Quality hold reduced finishing booth activity for one shift.
+2979,2024-01-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.284,False,Hydraulic line pressure oscillation detected under load.
+2980,2024-01-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.319,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+2981,2024-01-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Thermal overshoot event coincided with recipe change on furnace.
+2982,2024-01-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.382,False,Humidity climbed during dock-door open period in afternoon shift.
+2983,2024-01-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.754,False,Humidity readings track seasonal rise across late spring.
+2984,2024-01-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.341,False,Machine idle period extended during planned sanitation window.
+2985,2024-01-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.229,False,Quality team requested trace review for lot 24-118B.
+2986,2024-01-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.7,False,Calibration check overdue by 11 days for press-line transducer.
+2987,2024-01-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Humidity climbed during dock-door open period in afternoon shift.
+2988,2024-01-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.812,False,Press cycle dwell time lengthened during high-volume batch.
+2989,2024-01-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.686,False,Humidity excursion near finishing booth during coating run.
+2990,2024-01-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.731,False,Thermal overshoot event coincided with recipe change on furnace.
+2991,2024-01-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.555,False,Humidity climbed during dock-door open period in afternoon shift.
+2992,2024-01-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.136,False,Humidity excursion near finishing booth during coating run.
+2993,2024-01-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,Machine throughput increase drove sustained pressure uplift.
+2994,2024-01-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.245,False,Temperature remained elevated during unscheduled overtime run.
+2995,2024-01-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Pressure settled back to nominal after valve reseat.
+2996,2024-01-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.612,False,Maintenance crew confirmed lubrication interval was missed.
+2997,2024-01-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.971,False,Sensor heartbeat delayed by one interval after gateway retry.
+2998,2024-01-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.383,False,Compressed air fluctuation introduced pressure noise for two cycles.
+2999,2024-01-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.107,False,Maintenance note logged for coupling imbalance inspection.
+3000,2024-01-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.076,False,Vibration harmonics broadened during extended production run.
+3001,2024-01-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.258,False,Transient outlier matched forklift impact near cabinet wall.
+3002,2024-01-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.003,False,Condensation warning cleared after dehumidifier ramp-up.
+3003,2024-01-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.173,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3004,2024-01-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.836,False,Temperature variance narrowed after coolant nozzle cleaning.
+3005,2024-01-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.76,False,Packaging line stop reduced adjacent vibration background.
+3006,2024-01-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.711,False,Quality team requested trace review for lot 24-118B.
+3007,2024-01-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.658,False,Hydraulic line pressure oscillation detected under load.
+3008,2024-01-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.083,False,Operator reset acknowledged after red-tag inspection.
+3009,2024-01-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.297,False,Hydraulic line pressure oscillation detected under load.
+3010,2024-01-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.676,False,Warning threshold updated for pilot predictive-maintenance model.
+3011,2024-01-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Machine throughput increase drove sustained pressure uplift.
+3012,2024-01-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.745,False,Thermal ramp exceeded expected warmup curve before shift start.
+3013,2024-01-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Maintenance note logged for coupling imbalance inspection.
+3014,2024-01-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.951,False,Telemetry quality flag downgraded during sensor self-test window.
+3015,2024-01-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.329,False,Vibration burst exceeds envelope during tool change cycle.
+3016,2024-01-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.127,False,Sensor battery health remains nominal after firmware update.
+3017,2024-01-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.029,False,Press cycle dwell time lengthened during high-volume batch.
+3018,2024-01-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.549,False,Thermal ramp exceeded expected warmup curve before shift start.
+3019,2024-01-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.673,False,Operator reported intermittent chatter on machine CNC-04.
+3020,2024-01-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.262,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3021,2024-01-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Sensor enclosure opened for manual calibration verification.
+3022,2024-01-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.059,False,Night shift startup produced higher than normal vibration floor.
+3023,2024-01-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Operator reported intermittent chatter on machine CNC-04.
+3024,2024-01-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.012,False,Operator reset acknowledged after red-tag inspection.
+3025,2024-01-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.1,False,Maintenance scheduler deferred calibration due to spare shortage.
+3026,2024-01-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.567,False,Quality hold reduced finishing booth activity for one shift.
+3027,2024-01-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.064,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3028,2024-01-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.885,False,Air handler maintenance reduced humidity variance on finishing line.
+3029,2024-01-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.48,False,Vibration burst exceeds envelope during tool change cycle.
+3030,2024-01-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.97,False,Pressure line purge completed before restart authorization.
+3031,2024-01-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.653,False,Sensor heartbeat delayed by one interval after gateway retry.
+3032,2024-01-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.365,False,Condensation warning cleared after dehumidifier ramp-up.
+3033,2024-01-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.859,False,Operator reported intermittent chatter on machine CNC-04.
+3034,2024-01-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.267,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3035,2024-01-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.316,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3036,2024-01-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.603,False,SCADA backfill inserted two delayed telemetry points.
+3037,2024-01-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.895,False,Packaging line stop reduced adjacent vibration background.
+3038,2024-01-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.849,False,Thermal ramp exceeded expected warmup curve before shift start.
+3039,2024-01-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.727,False,Calibration check overdue by 11 days for press-line transducer.
+3040,2024-01-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.236,False,Anomaly review flagged possible bearing wear progression.
+3041,2024-01-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.585,False,Maintenance crew confirmed lubrication interval was missed.
+3042,2024-01-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.269,False,Dust extraction fan offline for 18 minutes on line finishing.
+3043,2024-01-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Supervisory alert generated after three consecutive threshold breaches.
+3044,2024-01-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.452,False,Anomaly review flagged possible bearing wear progression.
+3045,2024-01-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.139,False,Pressure settled back to nominal after valve reseat.
+3046,2024-01-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.29,False,Press cycle dwell time lengthened during high-volume batch.
+3047,2024-01-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.001,False,Thermal ramp exceeded expected warmup curve before shift start.
+3048,2024-01-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.129,False,Supervisory alert generated after three consecutive threshold breaches.
+3049,2024-01-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Press cycle dwell time lengthened during high-volume batch.
+3050,2024-01-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.877,False,Maintenance crew confirmed lubrication interval was missed.
+3051,2024-01-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.596,False,Telemetry quality flag downgraded during sensor self-test window.
+3052,2024-01-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.838,False,Calibration check overdue by 11 days for press-line transducer.
+3053,2024-01-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.414,False,Machine idle period extended during planned sanitation window.
+3054,2024-01-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.146,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3055,2024-01-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.171,False,Transient outlier matched forklift impact near cabinet wall.
+3056,2024-01-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.623,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3057,2024-01-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.698,False,Humidity baseline improved after seal replacement.
+3058,2024-01-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.279,False,Unbalanced load introduced cyclical pressure ripple.
+3059,2024-01-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.513,False,Condensation warning cleared after dehumidifier ramp-up.
+3060,2024-01-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.53,False,Pressure line purge completed before restart authorization.
+3061,2024-01-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.993,False,Quality hold reduced finishing booth activity for one shift.
+3062,2024-01-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.015,False,Thermal overshoot event coincided with recipe change on furnace.
+3063,2024-01-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.153,False,Humidity climbed during dock-door open period in afternoon shift.
+3064,2024-01-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.223,False,Unbalanced load introduced cyclical pressure ripple.
+3065,2024-01-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.306,False,Vibration harmonics broadened during extended production run.
+3066,2024-01-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.376,False,Unbalanced load introduced cyclical pressure ripple.
+3067,2024-01-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.152,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3068,2024-01-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.895,False,Transient outlier matched forklift impact near cabinet wall.
+3069,2024-01-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Maintenance crew confirmed lubrication interval was missed.
+3070,2024-01-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.572,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3071,2024-01-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.417,False,Machine idle period extended during planned sanitation window.
+3072,2024-01-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,53.76,False,Packaging line stop reduced adjacent vibration background.
+3073,2024-01-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,Coolant loop adjustment reduced chamber temperature spread.
+3074,2024-01-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.919,False,Sensor enclosure opened for manual calibration verification.
+3075,2024-01-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.261,False,Night shift startup produced higher than normal vibration floor.
+3076,2024-01-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.187,False,Shift handoff note referenced unusual noise near press enclosure.
+3077,2024-01-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Vibration burst exceeds envelope during tool change cycle.
+3078,2024-01-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.861,False,Vibration harmonics broadened during extended production run.
+3079,2024-01-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.255,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3080,2024-01-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.091,False,Transient outlier matched forklift impact near cabinet wall.
+3081,2024-01-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Condensation warning cleared after dehumidifier ramp-up.
+3082,2024-01-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.475,False,Thermal ramp exceeded expected warmup curve before shift start.
+3083,2024-01-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.689,False,Sensor heartbeat delayed by one interval after gateway retry.
+3084,2024-01-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.363,False,Coolant loop adjustment reduced chamber temperature spread.
+3085,2024-01-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.056,False,Warning threshold updated for pilot predictive-maintenance model.
+3086,2024-01-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.164,False,Press cycle dwell time lengthened during high-volume batch.
+3087,2024-01-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Temperature remained elevated during unscheduled overtime run.
+3088,2024-01-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.22,False,Quality team requested trace review for lot 24-118B.
+3089,2024-01-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Shift handoff note referenced unusual noise near press enclosure.
+3090,2024-01-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.319,False,Supervisory alert generated after three consecutive threshold breaches.
+3091,2024-01-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3092,2024-01-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.697,False,Sensor signal clipping observed during startup surge.
+3093,2024-01-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.393,False,Pressure line purge completed before restart authorization.
+3094,2024-01-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.257,False,Operator reported intermittent chatter on machine CNC-04.
+3095,2024-01-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.11,False,Pressure settled back to nominal after valve reseat.
+3096,2024-01-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.753,False,Supervisory alert generated after three consecutive threshold breaches.
+3097,2024-01-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.956,False,Thermal overshoot event coincided with recipe change on furnace.
+3098,2024-01-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.048,False,Maintenance scheduler deferred calibration due to spare shortage.
+3099,2024-01-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.764,False,Transient outlier matched forklift impact near cabinet wall.
+3100,2024-01-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.462,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3101,2024-01-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.483,False,Hydraulic line pressure oscillation detected under load.
+3102,2024-01-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.207,False,Bearing temperature rising faster than baseline on spindle cell.
+3103,2024-01-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.195,False,Thermal overshoot event coincided with recipe change on furnace.
+3104,2024-01-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.367,False,Transient outlier matched forklift impact near cabinet wall.
+3105,2024-01-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.498,False,Packaging line stop reduced adjacent vibration background.
+3106,2024-01-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.301,False,Thermal ramp exceeded expected warmup curve before shift start.
+3107,2024-01-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.412,False,Thermal ramp exceeded expected warmup curve before shift start.
+3108,2024-01-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.594,False,Humidity climbed during dock-door open period in afternoon shift.
+3109,2024-01-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Maintenance scheduler deferred calibration due to spare shortage.
+3110,2024-01-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.518,False,Operator reported intermittent chatter on machine CNC-04.
+3111,2024-01-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.352,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3112,2024-01-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.28,False,Shift handoff note referenced unusual noise near press enclosure.
+3113,2024-01-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.471,False,Unbalanced load introduced cyclical pressure ripple.
+3114,2024-01-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.651,False,Anomaly review flagged possible bearing wear progression.
+3115,2024-01-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Thermal overshoot event coincided with recipe change on furnace.
+3116,2024-01-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.299,False,Sensor enclosure opened for manual calibration verification.
+3117,2024-01-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.167,False,Unbalanced load introduced cyclical pressure ripple.
+3118,2024-01-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.954,False,Humidity baseline improved after seal replacement.
+3119,2024-01-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.097,False,Machine throughput increase drove sustained pressure uplift.
+3120,2024-01-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.708,False,Operator reset acknowledged after red-tag inspection.
+3121,2024-01-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Pressure settled back to nominal after valve reseat.
+3122,2024-01-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.025,False,Pressure settled back to nominal after valve reseat.
+3123,2024-01-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.422,False,Short-lived packet loss observed at edge gateway gw-02.
+3124,2024-01-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.071,False,Unbalanced load introduced cyclical pressure ripple.
+3125,2024-01-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.75,False,Sensor signal clipping observed during startup surge.
+3126,2024-01-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.519,False,Vibration burst exceeds envelope during tool change cycle.
+3127,2024-01-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.73,False,Machine throughput increase drove sustained pressure uplift.
+3128,2024-01-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.422,False,Temperature variance narrowed after coolant nozzle cleaning.
+3129,2024-01-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.266,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3130,2024-01-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.748,False,Condensation warning cleared after dehumidifier ramp-up.
+3131,2024-01-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Thermal ramp exceeded expected warmup curve before shift start.
+3132,2024-01-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.122,False,Sensor heartbeat delayed by one interval after gateway retry.
+3133,2024-01-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.504,False,Maintenance scheduler deferred calibration due to spare shortage.
+3134,2024-01-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.056,False,Maintenance crew confirmed lubrication interval was missed.
+3135,2024-01-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Hydraulic line pressure oscillation detected under load.
+3136,2024-01-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.062,False,Supervisory alert generated after three consecutive threshold breaches.
+3137,2024-01-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.777,False,Supervisory alert generated after three consecutive threshold breaches.
+3138,2024-01-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.403,False,Pressure peak corresponds to oversized billet batch processing.
+3139,2024-01-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.282,False,Bearing temperature rising faster than baseline on spindle cell.
+3140,2024-01-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.417,False,Edge collector replayed buffered events after network recovery.
+3141,2024-01-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.63,False,Short-lived packet loss observed at edge gateway gw-02.
+3142,2024-01-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.441,False,Bearing temperature rising faster than baseline on spindle cell.
+3143,2024-01-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.219,False,Temperature variance narrowed after coolant nozzle cleaning.
+3144,2024-01-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.449,False,Press cycle dwell time lengthened during high-volume batch.
+3145,2024-01-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.832,False,Vibration harmonics broadened during extended production run.
+3146,2024-01-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.126,False,Maintenance note logged for coupling imbalance inspection.
+3147,2024-01-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.746,False,Machine throughput increase drove sustained pressure uplift.
+3148,2024-01-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.061,False,Machine idle period extended during planned sanitation window.
+3149,2024-01-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.281,False,Night shift startup produced higher than normal vibration floor.
+3150,2024-01-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.659,False,Pressure settled back to nominal after valve reseat.
+3151,2024-01-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.562,False,Dust extraction fan offline for 18 minutes on line finishing.
+3152,2024-01-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.607,False,Thermal ramp exceeded expected warmup curve before shift start.
+3153,2024-01-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Thermal ramp exceeded expected warmup curve before shift start.
+3154,2024-01-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Dust extraction fan offline for 18 minutes on line finishing.
+3155,2024-01-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.972,False,Warning threshold updated for pilot predictive-maintenance model.
+3156,2024-01-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.892,False,Condensation warning cleared after dehumidifier ramp-up.
+3157,2024-01-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.249,False,Temporary gateway failover completed without data loss.
+3158,2024-01-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.652,False,Maintenance crew confirmed lubrication interval was missed.
+3159,2024-01-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.594,False,Edge collector replayed buffered events after network recovery.
+3160,2024-01-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.617,False,Pressure settled back to nominal after valve reseat.
+3161,2024-01-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.972,False,Vibration baseline recovered after tool holder replacement.
+3162,2024-01-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.541,False,Unbalanced load introduced cyclical pressure ripple.
+3163,2024-01-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.374,False,Supervisory alert generated after three consecutive threshold breaches.
+3164,2024-01-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.912,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3165,2024-01-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.225,False,Operator reset acknowledged after red-tag inspection.
+3166,2024-01-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.535,False,Maintenance crew confirmed lubrication interval was missed.
+3167,2024-01-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.627,False,Pressure peak corresponds to oversized billet batch processing.
+3168,2024-01-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.093,False,Quality hold reduced finishing booth activity for one shift.
+3169,2024-01-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.428,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3170,2024-01-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.982,False,Vibration harmonics broadened during extended production run.
+3171,2024-01-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.75,False,Vibration harmonics broadened during extended production run.
+3172,2024-01-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.594,False,Humidity excursion near finishing booth during coating run.
+3173,2024-01-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.265,False,Temporary gateway failover completed without data loss.
+3174,2024-01-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.374,False,Pressure peak corresponds to oversized billet batch processing.
+3175,2024-01-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.81,False,Calibration check overdue by 11 days for press-line transducer.
+3176,2024-01-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.207,False,Quality hold reduced finishing booth activity for one shift.
+3177,2024-01-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.319,False,Night shift startup produced higher than normal vibration floor.
+3178,2024-01-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.807,False,Warning threshold updated for pilot predictive-maintenance model.
+3179,2024-01-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,Sensor heartbeat delayed by one interval after gateway retry.
+3180,2024-01-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.761,False,Humidity readings track seasonal rise across late spring.
+3181,2024-01-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.98,False,Machine idle period extended during planned sanitation window.
+3182,2024-01-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.244,False,Air handler maintenance reduced humidity variance on finishing line.
+3183,2024-01-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.398,False,Quality team requested trace review for lot 24-118B.
+3184,2024-01-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.214,False,Maintenance crew confirmed lubrication interval was missed.
+3185,2024-01-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.078,False,Temporary gateway failover completed without data loss.
+3186,2024-01-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.054,False,Operator reset acknowledged after red-tag inspection.
+3187,2024-01-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Bearing temperature rising faster than baseline on spindle cell.
+3188,2024-01-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.985,False,Supervisory alert generated after three consecutive threshold breaches.
+3189,2024-01-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.136,False,Air handler maintenance reduced humidity variance on finishing line.
+3190,2024-01-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.818,False,Edge collector replayed buffered events after network recovery.
+3191,2024-01-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.024,False,Edge collector replayed buffered events after network recovery.
+3192,2024-01-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.713,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3193,2024-01-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.653,False,Shift handoff note referenced unusual noise near press enclosure.
+3194,2024-01-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.534,False,Unbalanced load introduced cyclical pressure ripple.
+3195,2024-01-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.761,False,Humidity readings track seasonal rise across late spring.
+3196,2024-01-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.972,False,Humidity readings track seasonal rise across late spring.
+3197,2024-01-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.667,False,Operator reset acknowledged after red-tag inspection.
+3198,2024-01-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.114,False,Humidity baseline improved after seal replacement.
+3199,2024-01-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.809,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3200,2024-01-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.777,False,Shift handoff note referenced unusual noise near press enclosure.
+3201,2024-01-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Hydraulic line pressure oscillation detected under load.
+3202,2024-01-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.231,False,Humidity excursion near finishing booth during coating run.
+3203,2024-01-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.129,False,Sensor enclosure opened for manual calibration verification.
+3204,2024-01-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.093,False,Reliability engineer tagged sample window for model retraining.
+3205,2024-01-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.91,False,Hydraulic line pressure oscillation detected under load.
+3206,2024-01-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.665,False,Air handler maintenance reduced humidity variance on finishing line.
+3207,2024-01-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Maintenance crew confirmed lubrication interval was missed.
+3208,2024-01-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.305,False,Machine idle period extended during planned sanitation window.
+3209,2024-01-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.77,False,Transient outlier matched forklift impact near cabinet wall.
+3210,2024-01-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.013,False,Quality team requested trace review for lot 24-118B.
+3211,2024-01-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.214,False,Temperature variance narrowed after coolant nozzle cleaning.
+3212,2024-01-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.24,False,Sensor battery health remains nominal after firmware update.
+3213,2024-01-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.565,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3214,2024-01-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.171,False,Dust extraction fan offline for 18 minutes on line finishing.
+3215,2024-01-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.062,False,Pressure line purge completed before restart authorization.
+3216,2024-01-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.856,False,Shift handoff note referenced unusual noise near press enclosure.
+3217,2024-01-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.079,False,Sensor battery health remains nominal after firmware update.
+3218,2024-01-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.387,False,Humidity baseline improved after seal replacement.
+3219,2024-01-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.041,False,Temperature remained elevated during unscheduled overtime run.
+3220,2024-01-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.041,False,Temperature variance narrowed after coolant nozzle cleaning.
+3221,2024-01-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.337,False,Temporary gateway failover completed without data loss.
+3222,2024-01-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.453,False,Night shift startup produced higher than normal vibration floor.
+3223,2024-01-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Operator reported intermittent chatter on machine CNC-04.
+3224,2024-01-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.617,False,Vibration baseline recovered after tool holder replacement.
+3225,2024-01-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.093,False,Humidity excursion near finishing booth during coating run.
+3226,2024-01-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.579,False,Maintenance scheduler deferred calibration due to spare shortage.
+3227,2024-01-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.005,False,Humidity readings track seasonal rise across late spring.
+3228,2024-01-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.857,False,Packaging line stop reduced adjacent vibration background.
+3229,2024-01-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.794,False,Humidity baseline improved after seal replacement.
+3230,2024-01-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.371,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3231,2024-01-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Pressure line purge completed before restart authorization.
+3232,2024-01-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.491,False,Bearing temperature rising faster than baseline on spindle cell.
+3233,2024-01-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.613,False,Machine throughput increase drove sustained pressure uplift.
+3234,2024-01-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.804,False,Humidity climbed during dock-door open period in afternoon shift.
+3235,2024-01-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.861,False,Pressure settled back to nominal after valve reseat.
+3236,2024-01-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.134,False,Edge collector replayed buffered events after network recovery.
+3237,2024-01-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.295,False,Press cycle dwell time lengthened during high-volume batch.
+3238,2024-01-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.813,False,Operator reset acknowledged after red-tag inspection.
+3239,2024-01-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.479,False,Maintenance note logged for coupling imbalance inspection.
+3240,2024-01-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.414,False,Calibration check overdue by 11 days for press-line transducer.
+3241,2024-01-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.408,False,Unbalanced load introduced cyclical pressure ripple.
+3242,2024-01-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.89,False,Quality hold reduced finishing booth activity for one shift.
+3243,2024-01-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.011,False,Humidity baseline improved after seal replacement.
+3244,2024-01-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.246,False,Night shift startup produced higher than normal vibration floor.
+3245,2024-01-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3246,2024-01-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.707,False,SCADA backfill inserted two delayed telemetry points.
+3247,2024-01-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.9,False,SCADA backfill inserted two delayed telemetry points.
+3248,2024-01-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.738,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3249,2024-01-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.691,False,Packaging line stop reduced adjacent vibration background.
+3250,2024-01-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.354,False,Maintenance scheduler deferred calibration due to spare shortage.
+3251,2024-01-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.564,False,Short-lived packet loss observed at edge gateway gw-02.
+3252,2024-01-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.341,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3253,2024-01-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.395,False,Unbalanced load introduced cyclical pressure ripple.
+3254,2024-01-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.934,False,Unbalanced load introduced cyclical pressure ripple.
+3255,2024-01-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3256,2024-01-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.895,False,Sensor signal clipping observed during startup surge.
+3257,2024-01-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.305,False,Supervisory alert generated after three consecutive threshold breaches.
+3258,2024-01-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.099,False,Maintenance crew confirmed lubrication interval was missed.
+3259,2024-01-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.833,False,Quality team requested trace review for lot 24-118B.
+3260,2024-01-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.359,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3261,2024-01-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.951,False,Air handler maintenance reduced humidity variance on finishing line.
+3262,2024-01-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.783,False,SCADA backfill inserted two delayed telemetry points.
+3263,2024-01-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.788,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3264,2024-01-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.952,False,Temperature variance narrowed after coolant nozzle cleaning.
+3265,2024-01-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Transient outlier matched forklift impact near cabinet wall.
+3266,2024-01-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.951,False,Maintenance scheduler deferred calibration due to spare shortage.
+3267,2024-01-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.36,False,Maintenance crew confirmed lubrication interval was missed.
+3268,2024-01-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.161,False,Air handler maintenance reduced humidity variance on finishing line.
+3269,2024-01-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.292,False,Maintenance crew confirmed lubrication interval was missed.
+3270,2024-01-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.649,False,Thermal ramp exceeded expected warmup curve before shift start.
+3271,2024-01-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.446,False,Thermal ramp exceeded expected warmup curve before shift start.
+3272,2024-01-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.148,False,Sensor enclosure opened for manual calibration verification.
+3273,2024-01-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Maintenance scheduler deferred calibration due to spare shortage.
+3274,2024-01-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.704,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3275,2024-01-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.734,False,Temporary gateway failover completed without data loss.
+3276,2024-01-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.778,False,Sensor signal clipping observed during startup surge.
+3277,2024-01-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.346,False,Press cycle dwell time lengthened during high-volume batch.
+3278,2024-01-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.201,False,Maintenance note logged for coupling imbalance inspection.
+3279,2024-01-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.841,False,Humidity baseline improved after seal replacement.
+3280,2024-01-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.388,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3281,2024-01-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.791,False,Temperature remained elevated during unscheduled overtime run.
+3282,2024-01-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.212,False,Coolant loop adjustment reduced chamber temperature spread.
+3283,2024-01-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.568,False,Pressure line purge completed before restart authorization.
+3284,2024-01-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.953,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3285,2024-01-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.956,False,Sensor enclosure opened for manual calibration verification.
+3286,2024-01-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.317,False,Sensor enclosure opened for manual calibration verification.
+3287,2024-01-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.712,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3288,2024-01-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.995,False,Operator reset acknowledged after red-tag inspection.
+3289,2024-01-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Quality team requested trace review for lot 24-118B.
+3290,2024-01-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.279,False,Quality team requested trace review for lot 24-118B.
+3291,2024-01-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.474,False,Shift handoff note referenced unusual noise near press enclosure.
+3292,2024-01-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.311,False,Sensor signal clipping observed during startup surge.
+3293,2024-01-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Telemetry quality flag downgraded during sensor self-test window.
+3294,2024-01-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.704,False,Hydraulic line pressure oscillation detected under load.
+3295,2024-01-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.775,False,Operator reported intermittent chatter on machine CNC-04.
+3296,2024-01-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.414,False,Unbalanced load introduced cyclical pressure ripple.
+3297,2024-01-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.726,False,Press cycle dwell time lengthened during high-volume batch.
+3298,2024-01-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.534,False,Hydraulic line pressure oscillation detected under load.
+3299,2024-01-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.309,False,Operator reported intermittent chatter on machine CNC-04.
+3300,2024-01-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.056,False,Operator reported intermittent chatter on machine CNC-04.
+3301,2024-01-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.421,False,Anomaly review flagged possible bearing wear progression.
+3302,2024-01-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.32,False,Calibration check overdue by 11 days for press-line transducer.
+3303,2024-01-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.123,False,Supervisory alert generated after three consecutive threshold breaches.
+3304,2024-01-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.364,False,Condensation warning cleared after dehumidifier ramp-up.
+3305,2024-01-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.881,False,Humidity climbed during dock-door open period in afternoon shift.
+3306,2024-01-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.438,False,Supervisory alert generated after three consecutive threshold breaches.
+3307,2024-01-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3308,2024-01-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.817,False,Hydraulic line pressure oscillation detected under load.
+3309,2024-01-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.599,False,Machine idle period extended during planned sanitation window.
+3310,2024-01-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.991,False,Coolant loop adjustment reduced chamber temperature spread.
+3311,2024-01-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.227,False,Supervisory alert generated after three consecutive threshold breaches.
+3312,2024-01-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.628,False,Operator reset acknowledged after red-tag inspection.
+3313,2024-01-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Short-lived packet loss observed at edge gateway gw-02.
+3314,2024-01-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.591,False,Pressure line purge completed before restart authorization.
+3315,2024-01-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.874,False,Quality team requested trace review for lot 24-118B.
+3316,2024-01-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.894,False,Vibration burst exceeds envelope during tool change cycle.
+3317,2024-01-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.808,False,Temperature variance narrowed after coolant nozzle cleaning.
+3318,2024-01-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.657,False,Reliability engineer tagged sample window for model retraining.
+3319,2024-01-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.966,False,Thermal overshoot event coincided with recipe change on furnace.
+3320,2024-01-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.444,False,Air handler maintenance reduced humidity variance on finishing line.
+3321,2024-01-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Quality hold reduced finishing booth activity for one shift.
+3322,2024-01-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.508,False,Reliability engineer tagged sample window for model retraining.
+3323,2024-01-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3324,2024-01-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.266,False,Pressure peak corresponds to oversized billet batch processing.
+3325,2024-01-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.142,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3326,2024-01-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.232,False,Warning threshold updated for pilot predictive-maintenance model.
+3327,2024-01-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.75,False,Short-lived packet loss observed at edge gateway gw-02.
+3328,2024-01-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.206,False,Maintenance scheduler deferred calibration due to spare shortage.
+3329,2024-01-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.101,False,Night shift startup produced higher than normal vibration floor.
+3330,2024-01-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.35,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3331,2024-01-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.905,False,Supervisory alert generated after three consecutive threshold breaches.
+3332,2024-01-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.177,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3333,2024-01-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.914,False,Air handler maintenance reduced humidity variance on finishing line.
+3334,2024-01-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.846,False,Supervisory alert generated after three consecutive threshold breaches.
+3335,2024-01-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.374,False,Machine idle period extended during planned sanitation window.
+3336,2024-01-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.177,False,Temperature remained elevated during unscheduled overtime run.
+3337,2024-01-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Pressure line purge completed before restart authorization.
+3338,2024-01-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.47,False,Supervisory alert generated after three consecutive threshold breaches.
+3339,2024-01-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.136,False,Supervisory alert generated after three consecutive threshold breaches.
+3340,2024-01-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.05,False,Sensor battery health remains nominal after firmware update.
+3341,2024-01-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Thermal overshoot event coincided with recipe change on furnace.
+3342,2024-01-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.808,False,Pressure peak corresponds to oversized billet batch processing.
+3343,2024-01-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.816,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3344,2024-01-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.116,False,Sensor battery health remains nominal after firmware update.
+3345,2024-01-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Coolant loop adjustment reduced chamber temperature spread.
+3346,2024-01-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.881,False,Night shift startup produced higher than normal vibration floor.
+3347,2024-01-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.87,False,Quality hold reduced finishing booth activity for one shift.
+3348,2024-01-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.604,False,Edge collector replayed buffered events after network recovery.
+3349,2024-01-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.754,False,SCADA backfill inserted two delayed telemetry points.
+3350,2024-01-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.489,False,Warning threshold updated for pilot predictive-maintenance model.
+3351,2024-01-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.159,False,Quality hold reduced finishing booth activity for one shift.
+3352,2024-01-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.31,False,Pressure line purge completed before restart authorization.
+3353,2024-01-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Operator reset acknowledged after red-tag inspection.
+3354,2024-01-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.258,False,Packaging line stop reduced adjacent vibration background.
+3355,2024-01-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.411,False,Calibration check overdue by 11 days for press-line transducer.
+3356,2024-01-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.991,False,SCADA backfill inserted two delayed telemetry points.
+3357,2024-01-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.324,False,Packaging line stop reduced adjacent vibration background.
+3358,2024-01-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.971,False,Air handler maintenance reduced humidity variance on finishing line.
+3359,2024-01-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.512,False,Quality hold reduced finishing booth activity for one shift.
+3360,2024-01-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.629,False,Temporary gateway failover completed without data loss.
+3361,2024-01-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Sensor enclosure opened for manual calibration verification.
+3362,2024-01-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.512,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3363,2024-01-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.443,False,Warning threshold updated for pilot predictive-maintenance model.
+3364,2024-01-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.114,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3365,2024-01-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Vibration baseline recovered after tool holder replacement.
+3366,2024-01-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.131,False,Press cycle dwell time lengthened during high-volume batch.
+3367,2024-01-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.948,False,Operator reset acknowledged after red-tag inspection.
+3368,2024-01-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.382,False,Humidity climbed during dock-door open period in afternoon shift.
+3369,2024-01-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Dust extraction fan offline for 18 minutes on line finishing.
+3370,2024-01-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.61,False,Sensor battery health remains nominal after firmware update.
+3371,2024-01-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.523,False,Temperature variance narrowed after coolant nozzle cleaning.
+3372,2024-01-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.753,False,Quality team requested trace review for lot 24-118B.
+3373,2024-01-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.441,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3374,2024-01-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.186,False,Condensation warning cleared after dehumidifier ramp-up.
+3375,2024-01-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.158,False,Sensor signal clipping observed during startup surge.
+3376,2024-01-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.843,False,Air handler maintenance reduced humidity variance on finishing line.
+3377,2024-01-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.779,False,Shift handoff note referenced unusual noise near press enclosure.
+3378,2024-01-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.416,False,Humidity readings track seasonal rise across late spring.
+3379,2024-01-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.827,False,Pressure settled back to nominal after valve reseat.
+3380,2024-01-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.425,False,Machine throughput increase drove sustained pressure uplift.
+3381,2024-01-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.92,False,Sensor signal clipping observed during startup surge.
+3382,2024-01-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.962,False,Operator reset acknowledged after red-tag inspection.
+3383,2024-01-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.291,False,Thermal overshoot event coincided with recipe change on furnace.
+3384,2024-01-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.877,False,Anomaly review flagged possible bearing wear progression.
+3385,2024-01-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Sensor signal clipping observed during startup surge.
+3386,2024-01-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.461,False,Maintenance note logged for coupling imbalance inspection.
+3387,2024-01-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.78,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3388,2024-01-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.954,False,Pressure peak corresponds to oversized billet batch processing.
+3389,2024-01-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Condensation warning cleared after dehumidifier ramp-up.
+3390,2024-01-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.994,False,Maintenance crew confirmed lubrication interval was missed.
+3391,2024-01-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.086,False,Sensor heartbeat delayed by one interval after gateway retry.
+3392,2024-01-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.303,False,Shift handoff note referenced unusual noise near press enclosure.
+3393,2024-01-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.836,False,Condensation warning cleared after dehumidifier ramp-up.
+3394,2024-01-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.754,False,Machine idle period extended during planned sanitation window.
+3395,2024-01-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Quality hold reduced finishing booth activity for one shift.
+3396,2024-01-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.019,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3397,2024-01-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.871,False,Vibration burst exceeds envelope during tool change cycle.
+3398,2024-01-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.57,False,Pressure peak corresponds to oversized billet batch processing.
+3399,2024-01-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.159,False,Reliability engineer tagged sample window for model retraining.
+3400,2024-01-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.353,False,Temporary gateway failover completed without data loss.
+3401,2024-01-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.654,False,SCADA backfill inserted two delayed telemetry points.
+3402,2024-01-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.805,False,Operator reset acknowledged after red-tag inspection.
+3403,2024-01-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.618,False,Warning threshold updated for pilot predictive-maintenance model.
+3404,2024-01-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.11,False,Sensor battery health remains nominal after firmware update.
+3405,2024-01-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Transient outlier matched forklift impact near cabinet wall.
+3406,2024-01-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.663,False,Humidity climbed during dock-door open period in afternoon shift.
+3407,2024-01-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.86,False,Quality team requested trace review for lot 24-118B.
+3408,2024-01-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.854,False,Vibration burst exceeds envelope during tool change cycle.
+3409,2024-01-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.931,False,Press cycle dwell time lengthened during high-volume batch.
+3410,2024-01-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.461,False,Calibration check overdue by 11 days for press-line transducer.
+3411,2024-01-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.771,False,Thermal ramp exceeded expected warmup curve before shift start.
+3412,2024-01-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.911,False,Humidity climbed during dock-door open period in afternoon shift.
+3413,2024-01-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Maintenance scheduler deferred calibration due to spare shortage.
+3414,2024-01-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.588,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3415,2024-01-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.215,False,Vibration burst exceeds envelope during tool change cycle.
+3416,2024-01-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.625,False,Quality team requested trace review for lot 24-118B.
+3417,2024-01-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Sensor enclosure opened for manual calibration verification.
+3418,2024-01-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.52,False,Maintenance crew confirmed lubrication interval was missed.
+3419,2024-01-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Calibration check overdue by 11 days for press-line transducer.
+3420,2024-01-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.081,False,Telemetry quality flag downgraded during sensor self-test window.
+3421,2024-01-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.711,False,Thermal ramp exceeded expected warmup curve before shift start.
+3422,2024-01-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.994,False,Maintenance note logged for coupling imbalance inspection.
+3423,2024-01-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.409,False,Pressure line purge completed before restart authorization.
+3424,2024-01-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.134,False,Humidity climbed during dock-door open period in afternoon shift.
+3425,2024-01-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.709,False,Vibration baseline recovered after tool holder replacement.
+3426,2024-01-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.608,False,Operator reset acknowledged after red-tag inspection.
+3427,2024-01-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.956,False,Calibration check overdue by 11 days for press-line transducer.
+3428,2024-01-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.219,False,Shift handoff note referenced unusual noise near press enclosure.
+3429,2024-01-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.065,False,Vibration burst exceeds envelope during tool change cycle.
+3430,2024-01-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.105,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3431,2024-01-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.26,False,Maintenance crew confirmed lubrication interval was missed.
+3432,2024-01-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.599,False,Humidity climbed during dock-door open period in afternoon shift.
+3433,2024-01-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.327,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3434,2024-01-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.631,False,Sensor battery health remains nominal after firmware update.
+3435,2024-01-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.778,False,Pressure settled back to nominal after valve reseat.
+3436,2024-01-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.377,False,Reliability engineer tagged sample window for model retraining.
+3437,2024-01-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.407,False,Sensor signal clipping observed during startup surge.
+3438,2024-01-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.693,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3439,2024-01-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.857,False,Night shift startup produced higher than normal vibration floor.
+3440,2024-01-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.808,False,Quality hold reduced finishing booth activity for one shift.
+3441,2024-01-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.323,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3442,2024-01-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.986,False,Sensor signal clipping observed during startup surge.
+3443,2024-01-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.733,False,Maintenance note logged for coupling imbalance inspection.
+3444,2024-01-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.172,False,Coolant loop adjustment reduced chamber temperature spread.
+3445,2024-01-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.373,False,Quality hold reduced finishing booth activity for one shift.
+3446,2024-01-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.139,False,Supervisory alert generated after three consecutive threshold breaches.
+3447,2024-01-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3448,2024-01-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.122,False,Warning threshold updated for pilot predictive-maintenance model.
+3449,2024-01-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3450,2024-01-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.806,False,Packaging line stop reduced adjacent vibration background.
+3451,2024-01-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.673,False,Bearing temperature rising faster than baseline on spindle cell.
+3452,2024-01-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.252,False,Warning threshold updated for pilot predictive-maintenance model.
+3453,2024-01-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.193,False,Unbalanced load introduced cyclical pressure ripple.
+3454,2024-01-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.308,False,Unbalanced load introduced cyclical pressure ripple.
+3455,2024-01-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.006,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3456,2024-01-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.835,False,Sensor battery health remains nominal after firmware update.
+3457,2024-01-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.162,False,Transient outlier matched forklift impact near cabinet wall.
+3458,2024-01-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.594,False,Vibration burst exceeds envelope during tool change cycle.
+3459,2024-01-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.502,False,Operator reported intermittent chatter on machine CNC-04.
+3460,2024-01-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.664,False,Warning threshold updated for pilot predictive-maintenance model.
+3461,2024-01-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.91,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3462,2024-01-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.037,False,Operator reset acknowledged after red-tag inspection.
+3463,2024-01-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.547,False,Maintenance scheduler deferred calibration due to spare shortage.
+3464,2024-01-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.707,False,Temporary gateway failover completed without data loss.
+3465,2024-01-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.69,False,Supervisory alert generated after three consecutive threshold breaches.
+3466,2024-01-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.045,False,Temperature remained elevated during unscheduled overtime run.
+3467,2024-01-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3468,2024-01-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.706,False,Humidity excursion near finishing booth during coating run.
+3469,2024-01-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.169,False,Sensor heartbeat delayed by one interval after gateway retry.
+3470,2024-01-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.976,False,Maintenance scheduler deferred calibration due to spare shortage.
+3471,2024-01-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.2,False,Sensor enclosure opened for manual calibration verification.
+3472,2024-01-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.557,False,Warning threshold updated for pilot predictive-maintenance model.
+3473,2024-01-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Sensor heartbeat delayed by one interval after gateway retry.
+3474,2024-01-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.357,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3475,2024-01-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.152,False,Supervisory alert generated after three consecutive threshold breaches.
+3476,2024-01-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.882,False,Operator reset acknowledged after red-tag inspection.
+3477,2024-01-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.306,False,Operator reported intermittent chatter on machine CNC-04.
+3478,2024-01-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.692,False,Humidity climbed during dock-door open period in afternoon shift.
+3479,2024-01-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.695,False,Press cycle dwell time lengthened during high-volume batch.
+3480,2024-01-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.473,False,Dust extraction fan offline for 18 minutes on line finishing.
+3481,2024-01-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Thermal ramp exceeded expected warmup curve before shift start.
+3482,2024-01-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.636,False,Anomaly review flagged possible bearing wear progression.
+3483,2024-01-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.174,False,Humidity baseline improved after seal replacement.
+3484,2024-01-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.035,False,Machine throughput increase drove sustained pressure uplift.
+3485,2024-01-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.947,False,Calibration check overdue by 11 days for press-line transducer.
+3486,2024-01-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.325,False,Sensor signal clipping observed during startup surge.
+3487,2024-01-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Short-lived packet loss observed at edge gateway gw-02.
+3488,2024-01-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.607,False,Pressure settled back to nominal after valve reseat.
+3489,2024-01-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.946,False,Vibration harmonics broadened during extended production run.
+3490,2024-01-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.499,False,Temperature variance narrowed after coolant nozzle cleaning.
+3491,2024-01-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.016,False,Machine idle period extended during planned sanitation window.
+3492,2024-01-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.397,False,Quality team requested trace review for lot 24-118B.
+3493,2024-01-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Unbalanced load introduced cyclical pressure ripple.
+3494,2024-01-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.308,False,Shift handoff note referenced unusual noise near press enclosure.
+3495,2024-01-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.458,False,Pressure settled back to nominal after valve reseat.
+3496,2024-01-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.571,False,Air handler maintenance reduced humidity variance on finishing line.
+3497,2024-01-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.274,False,Press cycle dwell time lengthened during high-volume batch.
+3498,2024-01-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.538,False,Sensor signal clipping observed during startup surge.
+3499,2024-01-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.4,False,Warning threshold updated for pilot predictive-maintenance model.
+3500,2024-01-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.683,False,Humidity climbed during dock-door open period in afternoon shift.
+3501,2024-01-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.11,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3502,2024-01-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.452,False,Dust extraction fan offline for 18 minutes on line finishing.
+3503,2024-01-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Quality hold reduced finishing booth activity for one shift.
+3504,2024-01-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.489,False,Unbalanced load introduced cyclical pressure ripple.
+3505,2024-01-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.972,False,Packaging line stop reduced adjacent vibration background.
+3506,2024-01-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.399,False,Sensor battery health remains nominal after firmware update.
+3507,2024-01-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.103,False,Humidity excursion near finishing booth during coating run.
+3508,2024-01-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.072,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3509,2024-01-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.134,False,Coolant loop adjustment reduced chamber temperature spread.
+3510,2024-01-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.735,False,Hydraulic line pressure oscillation detected under load.
+3511,2024-01-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.129,False,SCADA backfill inserted two delayed telemetry points.
+3512,2024-01-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.61,False,Vibration burst exceeds envelope during tool change cycle.
+3513,2024-01-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.444,False,Thermal overshoot event coincided with recipe change on furnace.
+3514,2024-01-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.984,False,Pressure peak corresponds to oversized billet batch processing.
+3515,2024-01-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,SCADA backfill inserted two delayed telemetry points.
+3516,2024-01-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.575,False,Temperature variance narrowed after coolant nozzle cleaning.
+3517,2024-01-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3518,2024-01-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.7,False,Maintenance scheduler deferred calibration due to spare shortage.
+3519,2024-01-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.872,False,Sensor signal clipping observed during startup surge.
+3520,2024-01-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.017,False,Reliability engineer tagged sample window for model retraining.
+3521,2024-01-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Pressure peak corresponds to oversized billet batch processing.
+3522,2024-01-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.309,False,Operator reset acknowledged after red-tag inspection.
+3523,2024-01-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.166,False,Coolant loop adjustment reduced chamber temperature spread.
+3524,2024-01-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.5,False,SCADA backfill inserted two delayed telemetry points.
+3525,2024-01-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.204,False,Edge collector replayed buffered events after network recovery.
+3526,2024-01-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.873,False,Pressure line purge completed before restart authorization.
+3527,2024-01-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.021,False,Condensation warning cleared after dehumidifier ramp-up.
+3528,2024-01-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.865,False,Air handler maintenance reduced humidity variance on finishing line.
+3529,2024-01-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.352,False,Operator reported intermittent chatter on machine CNC-04.
+3530,2024-01-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.983,False,Humidity baseline improved after seal replacement.
+3531,2024-01-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.81,False,Thermal overshoot event coincided with recipe change on furnace.
+3532,2024-01-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.532,False,Sensor enclosure opened for manual calibration verification.
+3533,2024-01-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.823,False,Shift handoff note referenced unusual noise near press enclosure.
+3534,2024-01-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.373,False,Air handler maintenance reduced humidity variance on finishing line.
+3535,2024-01-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Pressure line purge completed before restart authorization.
+3536,2024-01-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.243,False,Pressure settled back to nominal after valve reseat.
+3537,2024-01-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Humidity climbed during dock-door open period in afternoon shift.
+3538,2024-01-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.347,False,Hydraulic line pressure oscillation detected under load.
+3539,2024-01-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.84,False,Reliability engineer tagged sample window for model retraining.
+3540,2024-01-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.648,False,Short-lived packet loss observed at edge gateway gw-02.
+3541,2024-01-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.844,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3542,2024-01-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.096,False,Calibration check overdue by 11 days for press-line transducer.
+3543,2024-01-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.053,False,Pressure settled back to nominal after valve reseat.
+3544,2024-01-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.725,False,Humidity climbed during dock-door open period in afternoon shift.
+3545,2024-01-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.169,False,Vibration baseline recovered after tool holder replacement.
+3546,2024-01-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.359,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3547,2024-01-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.971,False,Quality hold reduced finishing booth activity for one shift.
+3548,2024-01-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.985,False,Pressure peak corresponds to oversized billet batch processing.
+3549,2024-01-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.781,False,Temperature variance narrowed after coolant nozzle cleaning.
+3550,2024-01-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.771,False,Vibration baseline recovered after tool holder replacement.
+3551,2024-01-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.019,False,Machine throughput increase drove sustained pressure uplift.
+3552,2024-01-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3553,2024-01-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Maintenance crew confirmed lubrication interval was missed.
+3554,2024-01-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.147,False,Pressure settled back to nominal after valve reseat.
+3555,2024-01-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.556,False,Pressure peak corresponds to oversized billet batch processing.
+3556,2024-01-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.029,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3557,2024-01-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.453,False,Pressure line purge completed before restart authorization.
+3558,2024-01-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.877,False,Humidity baseline improved after seal replacement.
+3559,2024-01-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.175,False,Transient outlier matched forklift impact near cabinet wall.
+3560,2024-01-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.28,False,Sensor enclosure opened for manual calibration verification.
+3561,2024-01-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.6,False,Short-lived packet loss observed at edge gateway gw-02.
+3562,2024-01-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.885,False,Pressure peak corresponds to oversized billet batch processing.
+3563,2024-01-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.49,False,Supervisory alert generated after three consecutive threshold breaches.
+3564,2024-01-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.467,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3565,2024-01-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.752,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3566,2024-01-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.914,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3567,2024-01-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.093,False,Coolant loop adjustment reduced chamber temperature spread.
+3568,2024-01-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.076,False,Operator reset acknowledged after red-tag inspection.
+3569,2024-01-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Operator reset acknowledged after red-tag inspection.
+3570,2024-01-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.195,False,Short-lived packet loss observed at edge gateway gw-02.
+3571,2024-01-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.836,False,Vibration baseline recovered after tool holder replacement.
+3572,2024-01-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.671,False,Sensor heartbeat delayed by one interval after gateway retry.
+3573,2024-01-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.269,False,Operator reset acknowledged after red-tag inspection.
+3574,2024-01-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.944,False,Machine throughput increase drove sustained pressure uplift.
+3575,2024-01-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.447,False,Thermal ramp exceeded expected warmup curve before shift start.
+3576,2024-01-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.27,False,Packaging line stop reduced adjacent vibration background.
+3577,2024-01-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.346,False,Calibration check overdue by 11 days for press-line transducer.
+3578,2024-01-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.423,False,Dust extraction fan offline for 18 minutes on line finishing.
+3579,2024-01-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Packaging line stop reduced adjacent vibration background.
+3580,2024-01-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.557,False,Vibration baseline recovered after tool holder replacement.
+3581,2024-01-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.758,False,Hydraulic line pressure oscillation detected under load.
+3582,2024-01-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.998,False,Quality hold reduced finishing booth activity for one shift.
+3583,2024-01-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.209,False,Air handler maintenance reduced humidity variance on finishing line.
+3584,2024-01-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.214,False,Telemetry quality flag downgraded during sensor self-test window.
+3585,2024-01-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.981,False,Warning threshold updated for pilot predictive-maintenance model.
+3586,2024-01-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.967,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3587,2024-01-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.638,False,Vibration burst exceeds envelope during tool change cycle.
+3588,2024-01-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.235,False,Temporary gateway failover completed without data loss.
+3589,2024-01-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.519,False,Pressure peak corresponds to oversized billet batch processing.
+3590,2024-01-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.365,False,Quality hold reduced finishing booth activity for one shift.
+3591,2024-01-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.027,False,Operator reset acknowledged after red-tag inspection.
+3592,2024-01-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.124,False,Hydraulic line pressure oscillation detected under load.
+3593,2024-01-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.57,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3594,2024-01-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.111,False,Packaging line stop reduced adjacent vibration background.
+3595,2024-01-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.409,False,Short-lived packet loss observed at edge gateway gw-02.
+3596,2024-01-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,39.561,False,Humidity climbed during dock-door open period in afternoon shift.
+3597,2024-01-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.247,False,Operator reported intermittent chatter on machine CNC-04.
+3598,2024-01-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.749,False,Pressure settled back to nominal after valve reseat.
+3599,2024-01-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.855,False,Temperature remained elevated during unscheduled overtime run.
+3600,2024-01-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.35,False,Vibration baseline recovered after tool holder replacement.
+3601,2024-01-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.803,False,Humidity readings track seasonal rise across late spring.
+3602,2024-01-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.15,False,Telemetry quality flag downgraded during sensor self-test window.
+3603,2024-01-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.822,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3604,2024-01-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.025,False,Quality hold reduced finishing booth activity for one shift.
+3605,2024-01-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.465,False,Vibration burst exceeds envelope during tool change cycle.
+3606,2024-01-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.483,False,Quality team requested trace review for lot 24-118B.
+3607,2024-01-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.935,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3608,2024-01-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.525,False,Operator reset acknowledged after red-tag inspection.
+3609,2024-01-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Temperature variance narrowed after coolant nozzle cleaning.
+3610,2024-01-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.858,False,Sensor enclosure opened for manual calibration verification.
+3611,2024-01-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.433,False,Telemetry quality flag downgraded during sensor self-test window.
+3612,2024-01-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.669,False,Operator reported intermittent chatter on machine CNC-04.
+3613,2024-01-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Bearing temperature rising faster than baseline on spindle cell.
+3614,2024-01-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.574,False,Sensor enclosure opened for manual calibration verification.
+3615,2024-01-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.462,False,Humidity baseline improved after seal replacement.
+3616,2024-01-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.856,False,Pressure settled back to nominal after valve reseat.
+3617,2024-01-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.056,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3618,2024-01-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.665,False,Vibration baseline recovered after tool holder replacement.
+3619,2024-01-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Packaging line stop reduced adjacent vibration background.
+3620,2024-01-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.533,False,Temperature variance narrowed after coolant nozzle cleaning.
+3621,2024-01-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.318,False,Pressure line purge completed before restart authorization.
+3622,2024-01-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.624,False,Quality hold reduced finishing booth activity for one shift.
+3623,2024-01-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Quality hold reduced finishing booth activity for one shift.
+3624,2024-01-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.835,False,Pressure line purge completed before restart authorization.
+3625,2024-01-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.588,False,Vibration harmonics broadened during extended production run.
+3626,2024-01-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.47,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3627,2024-01-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.607,False,Maintenance note logged for coupling imbalance inspection.
+3628,2024-01-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.644,False,Dust extraction fan offline for 18 minutes on line finishing.
+3629,2024-01-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Packaging line stop reduced adjacent vibration background.
+3630,2024-01-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.919,False,Pressure line purge completed before restart authorization.
+3631,2024-01-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.473,False,SCADA backfill inserted two delayed telemetry points.
+3632,2024-01-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.727,False,Operator reported intermittent chatter on machine CNC-04.
+3633,2024-01-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.334,False,Vibration harmonics broadened during extended production run.
+3634,2024-01-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.775,False,Humidity climbed during dock-door open period in afternoon shift.
+3635,2024-01-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.011,False,Condensation warning cleared after dehumidifier ramp-up.
+3636,2024-01-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.979,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3637,2024-01-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.826,False,Shift handoff note referenced unusual noise near press enclosure.
+3638,2024-01-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.074,False,Humidity baseline improved after seal replacement.
+3639,2024-01-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.826,False,Maintenance note logged for coupling imbalance inspection.
+3640,2024-01-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.887,False,Vibration baseline recovered after tool holder replacement.
+3641,2024-01-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Thermal ramp exceeded expected warmup curve before shift start.
+3642,2024-01-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.177,False,Humidity excursion near finishing booth during coating run.
+3643,2024-01-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.382,False,Humidity climbed during dock-door open period in afternoon shift.
+3644,2024-01-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.535,False,Unbalanced load introduced cyclical pressure ripple.
+3645,2024-01-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Vibration burst exceeds envelope during tool change cycle.
+3646,2024-01-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.114,False,Sensor signal clipping observed during startup surge.
+3647,2024-01-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.993,False,Sensor enclosure opened for manual calibration verification.
+3648,2024-01-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.981,False,Anomaly review flagged possible bearing wear progression.
+3649,2024-01-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.868,False,Operator reported intermittent chatter on machine CNC-04.
+3650,2024-01-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.631,False,Temperature variance narrowed after coolant nozzle cleaning.
+3651,2024-01-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.867,False,Pressure settled back to nominal after valve reseat.
+3652,2024-01-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.2,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3653,2024-01-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,Coolant loop adjustment reduced chamber temperature spread.
+3654,2024-01-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.066,False,Reliability engineer tagged sample window for model retraining.
+3655,2024-01-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.029,False,Operator reset acknowledged after red-tag inspection.
+3656,2024-01-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.497,False,Unbalanced load introduced cyclical pressure ripple.
+3657,2024-01-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.569,False,Vibration harmonics broadened during extended production run.
+3658,2024-01-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.84,False,Operator reported intermittent chatter on machine CNC-04.
+3659,2024-01-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.939,False,Press cycle dwell time lengthened during high-volume batch.
+3660,2024-01-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.094,False,Telemetry quality flag downgraded during sensor self-test window.
+3661,2024-01-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.989,False,Thermal ramp exceeded expected warmup curve before shift start.
+3662,2024-01-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.413,False,Temperature variance narrowed after coolant nozzle cleaning.
+3663,2024-01-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.026,False,Quality team requested trace review for lot 24-118B.
+3664,2024-01-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.859,False,Short-lived packet loss observed at edge gateway gw-02.
+3665,2024-01-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.198,False,Sensor heartbeat delayed by one interval after gateway retry.
+3666,2024-01-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.952,False,Packaging line stop reduced adjacent vibration background.
+3667,2024-01-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.062,False,Telemetry quality flag downgraded during sensor self-test window.
+3668,2024-01-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.402,False,Supervisory alert generated after three consecutive threshold breaches.
+3669,2024-01-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Supervisory alert generated after three consecutive threshold breaches.
+3670,2024-01-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.596,False,Machine throughput increase drove sustained pressure uplift.
+3671,2024-01-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.353,False,Press cycle dwell time lengthened during high-volume batch.
+3672,2024-01-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.852,False,Temperature variance narrowed after coolant nozzle cleaning.
+3673,2024-01-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.88,False,Vibration harmonics broadened during extended production run.
+3674,2024-01-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.439,False,Telemetry quality flag downgraded during sensor self-test window.
+3675,2024-01-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.16,False,Operator reported intermittent chatter on machine CNC-04.
+3676,2024-01-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.994,False,Maintenance crew confirmed lubrication interval was missed.
+3677,2024-01-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.156,False,Dust extraction fan offline for 18 minutes on line finishing.
+3678,2024-01-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.161,False,Thermal overshoot event coincided with recipe change on furnace.
+3679,2024-01-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.797,False,Machine idle period extended during planned sanitation window.
+3680,2024-01-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.749,False,Telemetry quality flag downgraded during sensor self-test window.
+3681,2024-01-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.428,False,Vibration baseline recovered after tool holder replacement.
+3682,2024-01-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.098,False,Bearing temperature rising faster than baseline on spindle cell.
+3683,2024-01-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.859,False,Maintenance scheduler deferred calibration due to spare shortage.
+3684,2024-01-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.755,False,Operator reported intermittent chatter on machine CNC-04.
+3685,2024-01-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Temporary gateway failover completed without data loss.
+3686,2024-01-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.992,False,Temperature remained elevated during unscheduled overtime run.
+3687,2024-01-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.197,False,Condensation warning cleared after dehumidifier ramp-up.
+3688,2024-01-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.491,False,Machine throughput increase drove sustained pressure uplift.
+3689,2024-01-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.189,False,Anomaly review flagged possible bearing wear progression.
+3690,2024-01-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.016,False,Sensor enclosure opened for manual calibration verification.
+3691,2024-01-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Calibration check overdue by 11 days for press-line transducer.
+3692,2024-01-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.922,False,Pressure peak corresponds to oversized billet batch processing.
+3693,2024-01-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.355,False,Pressure peak corresponds to oversized billet batch processing.
+3694,2024-01-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.419,False,Warning threshold updated for pilot predictive-maintenance model.
+3695,2024-01-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.338,False,Pressure settled back to nominal after valve reseat.
+3696,2024-01-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.991,False,Bearing temperature rising faster than baseline on spindle cell.
+3697,2024-01-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.455,False,Machine idle period extended during planned sanitation window.
+3698,2024-01-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.453,False,Maintenance note logged for coupling imbalance inspection.
+3699,2024-01-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.284,False,Press cycle dwell time lengthened during high-volume batch.
+3700,2024-01-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.0,False,Telemetry quality flag downgraded during sensor self-test window.
+3701,2024-01-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.012,False,Pressure settled back to nominal after valve reseat.
+3702,2024-01-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.972,False,Short-lived packet loss observed at edge gateway gw-02.
+3703,2024-01-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Transient outlier matched forklift impact near cabinet wall.
+3704,2024-01-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.714,False,Vibration harmonics broadened during extended production run.
+3705,2024-01-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.488,False,Thermal overshoot event coincided with recipe change on furnace.
+3706,2024-01-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.468,False,Sensor heartbeat delayed by one interval after gateway retry.
+3707,2024-01-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.139,False,Shift handoff note referenced unusual noise near press enclosure.
+3708,2024-01-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.649,False,Sensor heartbeat delayed by one interval after gateway retry.
+3709,2024-01-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Humidity baseline improved after seal replacement.
+3710,2024-01-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.866,False,Sensor enclosure opened for manual calibration verification.
+3711,2024-01-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Vibration harmonics broadened during extended production run.
+3712,2024-01-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.645,False,Maintenance crew confirmed lubrication interval was missed.
+3713,2024-01-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.586,False,Hydraulic line pressure oscillation detected under load.
+3714,2024-01-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.921,False,Anomaly review flagged possible bearing wear progression.
+3715,2024-01-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Maintenance scheduler deferred calibration due to spare shortage.
+3716,2024-01-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.875,False,Press cycle dwell time lengthened during high-volume batch.
+3717,2024-01-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.478,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3718,2024-01-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.774,False,Pressure peak corresponds to oversized billet batch processing.
+3719,2024-01-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.685,False,Temperature variance narrowed after coolant nozzle cleaning.
+3720,2024-01-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.451,False,Shift handoff note referenced unusual noise near press enclosure.
+3721,2024-01-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.912,False,Press cycle dwell time lengthened during high-volume batch.
+3722,2024-01-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.451,False,Operator reported intermittent chatter on machine CNC-04.
+3723,2024-01-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.936,False,Operator reported intermittent chatter on machine CNC-04.
+3724,2024-01-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.193,False,Bearing temperature rising faster than baseline on spindle cell.
+3725,2024-01-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Machine idle period extended during planned sanitation window.
+3726,2024-01-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.223,False,Temperature remained elevated during unscheduled overtime run.
+3727,2024-01-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.72,False,Quality hold reduced finishing booth activity for one shift.
+3728,2024-01-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.134,False,Shift handoff note referenced unusual noise near press enclosure.
+3729,2024-01-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.231,False,Dust extraction fan offline for 18 minutes on line finishing.
+3730,2024-01-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.173,False,Maintenance scheduler deferred calibration due to spare shortage.
+3731,2024-01-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.386,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3732,2024-01-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.883,False,Thermal ramp exceeded expected warmup curve before shift start.
+3733,2024-01-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.461,False,Humidity excursion near finishing booth during coating run.
+3734,2024-01-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.843,False,Dust extraction fan offline for 18 minutes on line finishing.
+3735,2024-01-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.611,False,Humidity excursion near finishing booth during coating run.
+3736,2024-01-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.935,False,Temperature remained elevated during unscheduled overtime run.
+3737,2024-01-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.864,False,Shift handoff note referenced unusual noise near press enclosure.
+3738,2024-01-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.354,False,Telemetry quality flag downgraded during sensor self-test window.
+3739,2024-01-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.236,False,Humidity excursion near finishing booth during coating run.
+3740,2024-01-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.665,False,Operator reset acknowledged after red-tag inspection.
+3741,2024-01-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.694,False,Humidity baseline improved after seal replacement.
+3742,2024-01-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.223,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3743,2024-01-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.381,False,Thermal ramp exceeded expected warmup curve before shift start.
+3744,2024-01-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.311,False,Sensor enclosure opened for manual calibration verification.
+3745,2024-01-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.442,False,Condensation warning cleared after dehumidifier ramp-up.
+3746,2024-01-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.535,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3747,2024-01-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.786,False,Operator reported intermittent chatter on machine CNC-04.
+3748,2024-01-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.92,False,Bearing temperature rising faster than baseline on spindle cell.
+3749,2024-01-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.592,False,Pressure line purge completed before restart authorization.
+3750,2024-01-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.795,False,Humidity climbed during dock-door open period in afternoon shift.
+3751,2024-01-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.5,False,Operator reported intermittent chatter on machine CNC-04.
+3752,2024-01-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.659,False,Vibration baseline recovered after tool holder replacement.
+3753,2024-01-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Humidity readings track seasonal rise across late spring.
+3754,2024-01-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.387,False,Condensation warning cleared after dehumidifier ramp-up.
+3755,2024-01-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3756,2024-01-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.525,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3757,2024-01-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Machine throughput increase drove sustained pressure uplift.
+3758,2024-01-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.112,False,Sensor battery health remains nominal after firmware update.
+3759,2024-01-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.207,False,Pressure peak corresponds to oversized billet batch processing.
+3760,2024-01-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.721,False,Vibration baseline recovered after tool holder replacement.
+3761,2024-01-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.602,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3762,2024-01-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.183,False,Pressure line purge completed before restart authorization.
+3763,2024-01-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Humidity climbed during dock-door open period in afternoon shift.
+3764,2024-01-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.271,False,Machine idle period extended during planned sanitation window.
+3765,2024-01-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.999,False,Humidity climbed during dock-door open period in afternoon shift.
+3766,2024-01-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.47,False,Vibration burst exceeds envelope during tool change cycle.
+3767,2024-01-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Bearing temperature rising faster than baseline on spindle cell.
+3768,2024-01-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.822,False,Pressure settled back to nominal after valve reseat.
+3769,2024-01-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.815,False,Night shift startup produced higher than normal vibration floor.
+3770,2024-01-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.957,False,Humidity readings track seasonal rise across late spring.
+3771,2024-01-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.654,False,Press cycle dwell time lengthened during high-volume batch.
+3772,2024-01-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.678,False,Bearing temperature rising faster than baseline on spindle cell.
+3773,2024-01-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.899,False,Maintenance crew confirmed lubrication interval was missed.
+3774,2024-01-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.474,False,Sensor battery health remains nominal after firmware update.
+3775,2024-01-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.898,False,Quality hold reduced finishing booth activity for one shift.
+3776,2024-01-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.057,False,Temporary gateway failover completed without data loss.
+3777,2024-01-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.216,False,Transient outlier matched forklift impact near cabinet wall.
+3778,2024-01-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.876,False,Edge collector replayed buffered events after network recovery.
+3779,2024-01-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.144,False,Telemetry quality flag downgraded during sensor self-test window.
+3780,2024-01-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.733,False,Sensor signal clipping observed during startup surge.
+3781,2024-01-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Supervisory alert generated after three consecutive threshold breaches.
+3782,2024-01-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.791,False,Operator reset acknowledged after red-tag inspection.
+3783,2024-01-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.197,False,Reliability engineer tagged sample window for model retraining.
+3784,2024-01-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.103,False,Maintenance crew confirmed lubrication interval was missed.
+3785,2024-01-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.225,False,Shift handoff note referenced unusual noise near press enclosure.
+3786,2024-01-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.805,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3787,2024-01-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.105,False,Maintenance note logged for coupling imbalance inspection.
+3788,2024-01-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.845,False,Short-lived packet loss observed at edge gateway gw-02.
+3789,2024-01-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.102,False,Calibration check overdue by 11 days for press-line transducer.
+3790,2024-01-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.296,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3791,2024-01-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.374,False,Dust extraction fan offline for 18 minutes on line finishing.
+3792,2024-01-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.058,False,Reliability engineer tagged sample window for model retraining.
+3793,2024-01-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Operator reported intermittent chatter on machine CNC-04.
+3794,2024-01-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.285,False,Telemetry quality flag downgraded during sensor self-test window.
+3795,2024-01-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.08,False,Warning threshold updated for pilot predictive-maintenance model.
+3796,2024-01-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.969,False,Air handler maintenance reduced humidity variance on finishing line.
+3797,2024-01-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3798,2024-01-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.164,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3799,2024-01-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Bearing temperature rising faster than baseline on spindle cell.
+3800,2024-01-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.432,False,Thermal ramp exceeded expected warmup curve before shift start.
+3801,2024-01-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.061,False,Maintenance crew confirmed lubrication interval was missed.
+3802,2024-01-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.591,False,Condensation warning cleared after dehumidifier ramp-up.
+3803,2024-01-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3804,2024-01-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.614,False,Maintenance crew confirmed lubrication interval was missed.
+3805,2024-01-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Sensor enclosure opened for manual calibration verification.
+3806,2024-01-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.961,False,Vibration burst exceeds envelope during tool change cycle.
+3807,2024-01-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.242,False,Calibration check overdue by 11 days for press-line transducer.
+3808,2024-01-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.949,False,Vibration harmonics broadened during extended production run.
+3809,2024-01-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.532,False,Pressure peak corresponds to oversized billet batch processing.
+3810,2024-01-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.853,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3811,2024-01-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.71,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3812,2024-01-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.482,False,Vibration burst exceeds envelope during tool change cycle.
+3813,2024-01-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Temperature variance narrowed after coolant nozzle cleaning.
+3814,2024-01-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.941,False,Condensation warning cleared after dehumidifier ramp-up.
+3815,2024-01-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Pressure peak corresponds to oversized billet batch processing.
+3816,2024-01-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.053,False,Edge collector replayed buffered events after network recovery.
+3817,2024-01-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Transient outlier matched forklift impact near cabinet wall.
+3818,2024-01-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.492,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3819,2024-01-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.196,False,Temperature remained elevated during unscheduled overtime run.
+3820,2024-01-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.967,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3821,2024-01-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,SCADA backfill inserted two delayed telemetry points.
+3822,2024-01-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.06,False,Temperature remained elevated during unscheduled overtime run.
+3823,2024-01-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3824,2024-01-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.839,False,Transient outlier matched forklift impact near cabinet wall.
+3825,2024-01-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.965,False,Short-lived packet loss observed at edge gateway gw-02.
+3826,2024-01-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.404,False,Pressure peak corresponds to oversized billet batch processing.
+3827,2024-01-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.289,False,Anomaly review flagged possible bearing wear progression.
+3828,2024-01-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.704,False,Vibration baseline recovered after tool holder replacement.
+3829,2024-01-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.714,False,Bearing temperature rising faster than baseline on spindle cell.
+3830,2024-01-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.228,False,Temperature variance narrowed after coolant nozzle cleaning.
+3831,2024-01-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.934,False,Thermal ramp exceeded expected warmup curve before shift start.
+3832,2024-01-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.105,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3833,2024-01-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.183,False,Bearing temperature rising faster than baseline on spindle cell.
+3834,2024-01-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.736,False,Pressure settled back to nominal after valve reseat.
+3835,2024-01-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.613,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3836,2024-01-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.048,False,Humidity excursion near finishing booth during coating run.
+3837,2024-01-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.998,False,Bearing temperature rising faster than baseline on spindle cell.
+3838,2024-01-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.129,False,SCADA backfill inserted two delayed telemetry points.
+3839,2024-01-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.962,False,Vibration burst exceeds envelope during tool change cycle.
+3840,2024-01-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.215,False,Operator reported intermittent chatter on machine CNC-04.
+3841,2024-01-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.35,False,Night shift startup produced higher than normal vibration floor.
+3842,2024-01-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.535,False,Maintenance scheduler deferred calibration due to spare shortage.
+3843,2024-01-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.224,False,Humidity excursion near finishing booth during coating run.
+3844,2024-01-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.081,False,Transient outlier matched forklift impact near cabinet wall.
+3845,2024-01-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.816,False,Air handler maintenance reduced humidity variance on finishing line.
+3846,2024-01-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.155,False,Quality hold reduced finishing booth activity for one shift.
+3847,2024-01-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Maintenance scheduler deferred calibration due to spare shortage.
+3848,2024-01-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.982,False,Humidity readings track seasonal rise across late spring.
+3849,2024-01-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.058,False,Warning threshold updated for pilot predictive-maintenance model.
+3850,2024-01-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.283,False,Operator reset acknowledged after red-tag inspection.
+3851,2024-01-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.162,False,Transient outlier matched forklift impact near cabinet wall.
+3852,2024-01-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.578,False,Telemetry quality flag downgraded during sensor self-test window.
+3853,2024-01-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.846,False,Vibration burst exceeds envelope during tool change cycle.
+3854,2024-01-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.526,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3855,2024-01-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.35,False,Short-lived packet loss observed at edge gateway gw-02.
+3856,2024-01-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.748,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3857,2024-01-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.719,False,Transient outlier matched forklift impact near cabinet wall.
+3858,2024-01-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.656,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3859,2024-01-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.844,False,Sensor signal clipping observed during startup surge.
+3860,2024-01-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.132,False,Humidity climbed during dock-door open period in afternoon shift.
+3861,2024-01-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Humidity climbed during dock-door open period in afternoon shift.
+3862,2024-01-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.484,False,Condensation warning cleared after dehumidifier ramp-up.
+3863,2024-01-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3864,2024-01-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.176,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3865,2024-01-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.771,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3866,2024-01-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.348,False,Sensor battery health remains nominal after firmware update.
+3867,2024-01-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.639,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3868,2024-01-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.005,False,Vibration baseline recovered after tool holder replacement.
+3869,2024-01-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.008,False,Pressure peak corresponds to oversized billet batch processing.
+3870,2024-01-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.692,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3871,2024-01-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.405,False,Telemetry quality flag downgraded during sensor self-test window.
+3872,2024-01-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.848,False,Packaging line stop reduced adjacent vibration background.
+3873,2024-01-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Dust extraction fan offline for 18 minutes on line finishing.
+3874,2024-01-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.97,False,Press cycle dwell time lengthened during high-volume batch.
+3875,2024-01-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.728,False,Pressure settled back to nominal after valve reseat.
+3876,2024-01-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.35,False,Telemetry quality flag downgraded during sensor self-test window.
+3877,2024-01-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.375,False,Quality hold reduced finishing booth activity for one shift.
+3878,2024-01-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.69,False,Operator reset acknowledged after red-tag inspection.
+3879,2024-01-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3880,2024-01-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.121,False,Dust extraction fan offline for 18 minutes on line finishing.
+3881,2024-01-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.665,False,Shift handoff note referenced unusual noise near press enclosure.
+3882,2024-01-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.341,False,Sensor enclosure opened for manual calibration verification.
+3883,2024-01-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.279,False,Thermal overshoot event coincided with recipe change on furnace.
+3884,2024-01-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.057,False,Thermal ramp exceeded expected warmup curve before shift start.
+3885,2024-01-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.755,False,Temporary gateway failover completed without data loss.
+3886,2024-01-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.82,False,Thermal ramp exceeded expected warmup curve before shift start.
+3887,2024-01-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.754,False,Short-lived packet loss observed at edge gateway gw-02.
+3888,2024-01-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.491,False,Maintenance note logged for coupling imbalance inspection.
+3889,2024-01-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.028,False,Temporary gateway failover completed without data loss.
+3890,2024-01-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.182,False,Calibration check overdue by 11 days for press-line transducer.
+3891,2024-01-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Bearing temperature rising faster than baseline on spindle cell.
+3892,2024-01-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.778,False,Coolant loop adjustment reduced chamber temperature spread.
+3893,2024-01-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.099,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3894,2024-01-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.853,False,Vibration burst exceeds envelope during tool change cycle.
+3895,2024-01-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.037,False,Humidity readings track seasonal rise across late spring.
+3896,2024-01-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.011,False,Operator reset acknowledged after red-tag inspection.
+3897,2024-01-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.052,False,Shift handoff note referenced unusual noise near press enclosure.
+3898,2024-01-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.995,False,Machine idle period extended during planned sanitation window.
+3899,2024-01-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.048,False,Humidity readings track seasonal rise across late spring.
+3900,2024-01-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.999,False,Calibration check overdue by 11 days for press-line transducer.
+3901,2024-01-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.687,False,Quality hold reduced finishing booth activity for one shift.
+3902,2024-01-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.409,False,Operator reset acknowledged after red-tag inspection.
+3903,2024-01-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.351,False,Machine throughput increase drove sustained pressure uplift.
+3904,2024-01-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Operator reset acknowledged after red-tag inspection.
+3905,2024-01-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3906,2024-01-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.213,False,Temporary gateway failover completed without data loss.
+3907,2024-01-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Temporary gateway failover completed without data loss.
+3908,2024-01-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.179,False,Maintenance scheduler deferred calibration due to spare shortage.
+3909,2024-01-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.409,False,Sensor signal clipping observed during startup surge.
+3910,2024-01-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.166,False,Temporary gateway failover completed without data loss.
+3911,2024-01-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.168,False,Reliability engineer tagged sample window for model retraining.
+3912,2024-01-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.317,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3913,2024-01-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Operator reported intermittent chatter on machine CNC-04.
+3914,2024-01-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.794,False,Quality hold reduced finishing booth activity for one shift.
+3915,2024-01-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.416,False,SCADA backfill inserted two delayed telemetry points.
+3916,2024-01-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.519,False,Operator reported intermittent chatter on machine CNC-04.
+3917,2024-01-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.666,False,Anomaly review flagged possible bearing wear progression.
+3918,2024-01-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.259,False,Hydraulic line pressure oscillation detected under load.
+3919,2024-01-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.068,False,Temperature variance narrowed after coolant nozzle cleaning.
+3920,2024-01-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.411,False,Transient outlier matched forklift impact near cabinet wall.
+3921,2024-01-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Coolant loop adjustment reduced chamber temperature spread.
+3922,2024-01-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.742,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3923,2024-01-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.42,False,Warning threshold updated for pilot predictive-maintenance model.
+3924,2024-01-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.727,False,Maintenance note logged for coupling imbalance inspection.
+3925,2024-01-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.869,False,Sensor heartbeat delayed by one interval after gateway retry.
+3926,2024-01-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.318,False,Reliability engineer tagged sample window for model retraining.
+3927,2024-01-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Compressed air fluctuation introduced pressure noise for two cycles.
+3928,2024-01-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.459,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3929,2024-01-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Machine idle period extended during planned sanitation window.
+3930,2024-01-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.802,False,Humidity baseline improved after seal replacement.
+3931,2024-01-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Maintenance crew confirmed lubrication interval was missed.
+3932,2024-01-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.518,False,Temperature remained elevated during unscheduled overtime run.
+3933,2024-01-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.695,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3934,2024-01-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Packaging line stop reduced adjacent vibration background.
+3935,2024-01-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.947,False,Sensor signal clipping observed during startup surge.
+3936,2024-01-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.593,False,Maintenance scheduler deferred calibration due to spare shortage.
+3937,2024-01-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.22,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3938,2024-01-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.465,False,Supervisory alert generated after three consecutive threshold breaches.
+3939,2024-01-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.196,False,Sensor 3 drift suspected after cross-check with manual gauge.
+3940,2024-01-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.926,False,Vibration harmonics broadened during extended production run.
+3941,2024-01-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.831,False,Ambient temperature stabilized after HVAC stage-two engagement.
+3942,2024-01-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.724,False,Maintenance note logged for coupling imbalance inspection.
+3943,2024-01-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.582,False,Humidity baseline improved after seal replacement.
+3944,2024-01-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.667,False,Bearing temperature rising faster than baseline on spindle cell.
+3945,2024-01-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+3946,2024-01-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.122,False,Transient outlier matched forklift impact near cabinet wall.
+3947,2024-01-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.932,False,Humidity excursion near finishing booth during coating run.
+3948,2024-01-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.676,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+3949,2024-01-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Sensor signal clipping observed during startup surge.
+3950,2024-01-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.738,False,Condensation warning cleared after dehumidifier ramp-up.
+3951,2024-01-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+3952,2024-01-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.57,False,Temperature variance narrowed after coolant nozzle cleaning.
+3953,2024-01-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.66,False,Edge collector replayed buffered events after network recovery.
+3954,2024-01-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.385,False,Maintenance note logged for coupling imbalance inspection.
+3955,2024-01-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.866,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3956,2024-01-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.495,False,Warning threshold updated for pilot predictive-maintenance model.
+3957,2024-01-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.769,False,Packaging line stop reduced adjacent vibration background.
+3958,2024-01-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.011,False,SCADA backfill inserted two delayed telemetry points.
+3959,2024-01-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.582,False,Maintenance note logged for coupling imbalance inspection.
+3960,2024-01-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.168,False,Operator reported intermittent chatter on machine CNC-04.
+3961,2024-01-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.099,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3962,2024-01-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.29,False,Humidity baseline improved after seal replacement.
+3963,2024-01-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.726,False,Heat-treat furnace door cycling increased localized temperature spikes.
+3964,2024-01-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.596,False,Calibration check overdue by 11 days for press-line transducer.
+3965,2024-01-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.804,False,Humidity readings track seasonal rise across late spring.
+3966,2024-01-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.951,False,Sensor battery health remains nominal after firmware update.
+3967,2024-01-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Transient outlier matched forklift impact near cabinet wall.
+3968,2024-01-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.563,False,Sensor enclosure opened for manual calibration verification.
+3969,2024-01-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.089,False,Operator reset acknowledged after red-tag inspection.
+3970,2024-01-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.359,False,Condensation warning cleared after dehumidifier ramp-up.
+3971,2024-01-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.565,False,Shift handoff note referenced unusual noise near press enclosure.
+3972,2024-01-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.624,False,Supervisory alert generated after three consecutive threshold breaches.
+3973,2024-01-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.148,False,Condensation warning cleared after dehumidifier ramp-up.
+3974,2024-01-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.007,False,Pressure settled back to nominal after valve reseat.
+3975,2024-01-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.208,False,Thermal ramp exceeded expected warmup curve before shift start.
+3976,2024-01-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.8,False,Warning threshold updated for pilot predictive-maintenance model.
+3977,2024-01-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.323,False,Vibration burst exceeds envelope during tool change cycle.
+3978,2024-01-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.568,False,Transient outlier matched forklift impact near cabinet wall.
+3979,2024-01-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.393,False,Humidity climbed during dock-door open period in afternoon shift.
+3980,2024-01-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.373,False,Humidity climbed during dock-door open period in afternoon shift.
+3981,2024-01-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.155,False,Maintenance note logged for coupling imbalance inspection.
+3982,2024-01-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.902,False,Pressure line purge completed before restart authorization.
+3983,2024-01-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.258,False,Machine idle period extended during planned sanitation window.
+3984,2024-01-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.871,False,Edge collector replayed buffered events after network recovery.
+3985,2024-01-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Coolant loop adjustment reduced chamber temperature spread.
+3986,2024-01-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.166,False,Anomaly review flagged possible bearing wear progression.
+3987,2024-01-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.556,False,Thermal ramp exceeded expected warmup curve before shift start.
+3988,2024-01-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.215,False,Shift handoff note referenced unusual noise near press enclosure.
+3989,2024-01-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.954,False,Quality team requested trace review for lot 24-118B.
+3990,2024-01-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.648,False,Night shift startup produced higher than normal vibration floor.
+3991,2024-01-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.646,False,Maintenance scheduler deferred calibration due to spare shortage.
+3992,2024-01-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.183,False,Shift handoff note referenced unusual noise near press enclosure.
+3993,2024-01-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.424,False,Hydraulic line pressure oscillation detected under load.
+3994,2024-01-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.052,False,Pressure line purge completed before restart authorization.
+3995,2024-01-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.063,False,Maintenance scheduler deferred calibration due to spare shortage.
+3996,2024-01-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.831,False,Coolant loop adjustment reduced chamber temperature spread.
+3997,2024-01-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Transient outlier matched forklift impact near cabinet wall.
+3998,2024-01-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.255,False,Transient outlier matched forklift impact near cabinet wall.
+3999,2024-01-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Temporary gateway failover completed without data loss.
+4000,2024-01-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.885,False,Anomaly review flagged possible bearing wear progression.
+4001,2024-01-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Humidity readings track seasonal rise across late spring.
+4002,2024-01-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.832,False,Pressure peak corresponds to oversized billet batch processing.
+4003,2024-01-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.463,False,Telemetry quality flag downgraded during sensor self-test window.
+4004,2024-01-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.273,False,Sensor signal clipping observed during startup surge.
+4005,2024-01-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.808,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4006,2024-01-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.872,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4007,2024-01-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.718,False,Maintenance crew confirmed lubrication interval was missed.
+4008,2024-01-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.389,False,Thermal ramp exceeded expected warmup curve before shift start.
+4009,2024-01-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.313,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4010,2024-01-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.299,False,Bearing temperature rising faster than baseline on spindle cell.
+4011,2024-01-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Coolant loop adjustment reduced chamber temperature spread.
+4012,2024-01-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.6,False,Condensation warning cleared after dehumidifier ramp-up.
+4013,2024-01-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.901,False,SCADA backfill inserted two delayed telemetry points.
+4014,2024-01-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.442,False,Shift handoff note referenced unusual noise near press enclosure.
+4015,2024-01-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Vibration burst exceeds envelope during tool change cycle.
+4016,2024-01-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.738,False,Night shift startup produced higher than normal vibration floor.
+4017,2024-01-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Edge collector replayed buffered events after network recovery.
+4018,2024-01-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.802,False,Sensor signal clipping observed during startup surge.
+4019,2024-01-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.272,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4020,2024-01-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.215,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4021,2024-01-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.89,False,Pressure line purge completed before restart authorization.
+4022,2024-01-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.444,False,Humidity readings track seasonal rise across late spring.
+4023,2024-01-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.56,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4024,2024-01-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.962,False,Temperature remained elevated during unscheduled overtime run.
+4025,2024-01-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.982,False,Machine throughput increase drove sustained pressure uplift.
+4026,2024-01-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.617,False,Operator reported intermittent chatter on machine CNC-04.
+4027,2024-01-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.653,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4028,2024-01-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.951,False,Transient outlier matched forklift impact near cabinet wall.
+4029,2024-01-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Telemetry quality flag downgraded during sensor self-test window.
+4030,2024-01-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.065,False,SCADA backfill inserted two delayed telemetry points.
+4031,2024-01-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.492,False,Maintenance scheduler deferred calibration due to spare shortage.
+4032,2024-01-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.372,False,Pressure peak corresponds to oversized billet batch processing.
+4033,2024-01-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.931,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4034,2024-01-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.784,False,Telemetry quality flag downgraded during sensor self-test window.
+4035,2024-01-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.909,False,Reliability engineer tagged sample window for model retraining.
+4036,2024-01-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.121,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4037,2024-01-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Reliability engineer tagged sample window for model retraining.
+4038,2024-01-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.577,False,Humidity excursion near finishing booth during coating run.
+4039,2024-01-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.843,False,Machine throughput increase drove sustained pressure uplift.
+4040,2024-01-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.348,False,Dust extraction fan offline for 18 minutes on line finishing.
+4041,2024-01-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Shift handoff note referenced unusual noise near press enclosure.
+4042,2024-01-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.126,False,Unbalanced load introduced cyclical pressure ripple.
+4043,2024-01-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.071,False,Temperature remained elevated during unscheduled overtime run.
+4044,2024-01-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.35,False,Vibration harmonics broadened during extended production run.
+4045,2024-01-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.259,False,Press cycle dwell time lengthened during high-volume batch.
+4046,2024-01-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.547,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4047,2024-01-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Machine throughput increase drove sustained pressure uplift.
+4048,2024-01-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.752,False,Shift handoff note referenced unusual noise near press enclosure.
+4049,2024-01-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.12,False,Shift handoff note referenced unusual noise near press enclosure.
+4050,2024-01-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.743,False,Humidity readings track seasonal rise across late spring.
+4051,2024-01-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.907,False,Shift handoff note referenced unusual noise near press enclosure.
+4052,2024-01-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.651,False,Pressure settled back to nominal after valve reseat.
+4053,2024-01-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.174,False,Maintenance crew confirmed lubrication interval was missed.
+4054,2024-01-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.304,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4055,2024-01-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.878,False,Temporary gateway failover completed without data loss.
+4056,2024-01-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.592,False,Condensation warning cleared after dehumidifier ramp-up.
+4057,2024-01-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.832,False,Sensor signal clipping observed during startup surge.
+4058,2024-01-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.002,False,Pressure line purge completed before restart authorization.
+4059,2024-01-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.595,False,Machine idle period extended during planned sanitation window.
+4060,2024-01-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.821,False,Humidity excursion near finishing booth during coating run.
+4061,2024-01-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.258,False,Telemetry quality flag downgraded during sensor self-test window.
+4062,2024-01-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.849,False,Sensor enclosure opened for manual calibration verification.
+4063,2024-01-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.658,False,Anomaly review flagged possible bearing wear progression.
+4064,2024-01-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.941,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4065,2024-01-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.256,False,Maintenance scheduler deferred calibration due to spare shortage.
+4066,2024-01-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.977,False,Humidity readings track seasonal rise across late spring.
+4067,2024-01-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Short-lived packet loss observed at edge gateway gw-02.
+4068,2024-01-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.66,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4069,2024-01-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.502,False,Humidity readings track seasonal rise across late spring.
+4070,2024-01-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.607,False,Vibration burst exceeds envelope during tool change cycle.
+4071,2024-01-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.56,False,Humidity baseline improved after seal replacement.
+4072,2024-01-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.718,False,Reliability engineer tagged sample window for model retraining.
+4073,2024-01-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.06,False,Quality team requested trace review for lot 24-118B.
+4074,2024-01-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.771,False,Vibration harmonics broadened during extended production run.
+4075,2024-01-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.968,False,Temporary gateway failover completed without data loss.
+4076,2024-01-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.306,False,Reliability engineer tagged sample window for model retraining.
+4077,2024-01-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Pressure peak corresponds to oversized billet batch processing.
+4078,2024-01-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.0,False,Humidity climbed during dock-door open period in afternoon shift.
+4079,2024-01-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.462,False,Operator reset acknowledged after red-tag inspection.
+4080,2024-01-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.4,False,Packaging line stop reduced adjacent vibration background.
+4081,2024-01-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.891,False,Packaging line stop reduced adjacent vibration background.
+4082,2024-01-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.174,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4083,2024-01-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.038,False,Machine idle period extended during planned sanitation window.
+4084,2024-01-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.997,False,Reliability engineer tagged sample window for model retraining.
+4085,2024-01-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Sensor signal clipping observed during startup surge.
+4086,2024-01-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.938,False,Dust extraction fan offline for 18 minutes on line finishing.
+4087,2024-01-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.973,False,Machine idle period extended during planned sanitation window.
+4088,2024-01-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.0,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4089,2024-01-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.895,False,Short-lived packet loss observed at edge gateway gw-02.
+4090,2024-01-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.204,False,Night shift startup produced higher than normal vibration floor.
+4091,2024-01-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.202,False,Quality hold reduced finishing booth activity for one shift.
+4092,2024-01-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.049,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4093,2024-01-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.631,False,Humidity readings track seasonal rise across late spring.
+4094,2024-01-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.564,False,Short-lived packet loss observed at edge gateway gw-02.
+4095,2024-01-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Hydraulic line pressure oscillation detected under load.
+4096,2024-01-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.03,False,Bearing temperature rising faster than baseline on spindle cell.
+4097,2024-01-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Temporary gateway failover completed without data loss.
+4098,2024-01-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.325,False,Maintenance note logged for coupling imbalance inspection.
+4099,2024-01-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.038,False,Supervisory alert generated after three consecutive threshold breaches.
+4100,2024-01-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.962,False,Supervisory alert generated after three consecutive threshold breaches.
+4101,2024-01-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Vibration burst exceeds envelope during tool change cycle.
+4102,2024-01-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.292,False,Packaging line stop reduced adjacent vibration background.
+4103,2024-01-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.858,False,Coolant loop adjustment reduced chamber temperature spread.
+4104,2024-01-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.033,False,Dust extraction fan offline for 18 minutes on line finishing.
+4105,2024-01-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.89,False,Dust extraction fan offline for 18 minutes on line finishing.
+4106,2024-01-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.434,False,Press cycle dwell time lengthened during high-volume batch.
+4107,2024-01-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.553,False,Warning threshold updated for pilot predictive-maintenance model.
+4108,2024-01-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.2,False,Anomaly review flagged possible bearing wear progression.
+4109,2024-01-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.839,False,Quality hold reduced finishing booth activity for one shift.
+4110,2024-01-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.117,False,Condensation warning cleared after dehumidifier ramp-up.
+4111,2024-01-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.059,False,Transient outlier matched forklift impact near cabinet wall.
+4112,2024-01-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.849,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4113,2024-01-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Pressure line purge completed before restart authorization.
+4114,2024-01-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.536,False,Maintenance crew confirmed lubrication interval was missed.
+4115,2024-01-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,SCADA backfill inserted two delayed telemetry points.
+4116,2024-01-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.893,False,Vibration baseline recovered after tool holder replacement.
+4117,2024-01-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Reliability engineer tagged sample window for model retraining.
+4118,2024-01-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.136,False,Air handler maintenance reduced humidity variance on finishing line.
+4119,2024-01-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Pressure line purge completed before restart authorization.
+4120,2024-01-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.932,False,Anomaly review flagged possible bearing wear progression.
+4121,2024-01-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.924,False,Reliability engineer tagged sample window for model retraining.
+4122,2024-01-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.138,False,Press cycle dwell time lengthened during high-volume batch.
+4123,2024-01-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.748,False,Pressure line purge completed before restart authorization.
+4124,2024-01-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.043,False,Air handler maintenance reduced humidity variance on finishing line.
+4125,2024-01-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.798,False,Humidity baseline improved after seal replacement.
+4126,2024-01-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.387,False,Sensor signal clipping observed during startup surge.
+4127,2024-01-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.988,False,Humidity excursion near finishing booth during coating run.
+4128,2024-01-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.316,False,Temporary gateway failover completed without data loss.
+4129,2024-01-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4130,2024-01-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.991,False,Sensor enclosure opened for manual calibration verification.
+4131,2024-01-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.732,False,Maintenance note logged for coupling imbalance inspection.
+4132,2024-01-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.67,False,Shift handoff note referenced unusual noise near press enclosure.
+4133,2024-01-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.243,False,Pressure peak corresponds to oversized billet batch processing.
+4134,2024-01-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.07,False,Thermal ramp exceeded expected warmup curve before shift start.
+4135,2024-01-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.813,False,Sensor enclosure opened for manual calibration verification.
+4136,2024-01-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.113,False,Sensor enclosure opened for manual calibration verification.
+4137,2024-01-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.615,False,Bearing temperature rising faster than baseline on spindle cell.
+4138,2024-01-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.429,False,Calibration check overdue by 11 days for press-line transducer.
+4139,2024-01-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.95,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4140,2024-01-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.513,False,Telemetry quality flag downgraded during sensor self-test window.
+4141,2024-01-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.259,False,Machine throughput increase drove sustained pressure uplift.
+4142,2024-01-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.72,False,Reliability engineer tagged sample window for model retraining.
+4143,2024-01-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.584,False,Machine idle period extended during planned sanitation window.
+4144,2024-01-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.914,False,Condensation warning cleared after dehumidifier ramp-up.
+4145,2024-01-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Vibration baseline recovered after tool holder replacement.
+4146,2024-01-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.06,False,Condensation warning cleared after dehumidifier ramp-up.
+4147,2024-01-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Reliability engineer tagged sample window for model retraining.
+4148,2024-01-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.703,False,Air handler maintenance reduced humidity variance on finishing line.
+4149,2024-01-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.396,False,Humidity excursion near finishing booth during coating run.
+4150,2024-01-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.359,False,Temporary gateway failover completed without data loss.
+4151,2024-01-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.671,False,Dust extraction fan offline for 18 minutes on line finishing.
+4152,2024-01-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.624,False,Pressure peak corresponds to oversized billet batch processing.
+4153,2024-01-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.202,False,Maintenance note logged for coupling imbalance inspection.
+4154,2024-01-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.901,False,Temporary gateway failover completed without data loss.
+4155,2024-01-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.702,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4156,2024-01-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.399,False,Coolant loop adjustment reduced chamber temperature spread.
+4157,2024-01-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.118,False,Condensation warning cleared after dehumidifier ramp-up.
+4158,2024-01-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.408,False,Condensation warning cleared after dehumidifier ramp-up.
+4159,2024-01-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.754,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4160,2024-01-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.779,False,Press cycle dwell time lengthened during high-volume batch.
+4161,2024-01-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.949,False,Short-lived packet loss observed at edge gateway gw-02.
+4162,2024-01-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.58,False,Night shift startup produced higher than normal vibration floor.
+4163,2024-01-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.927,False,Air handler maintenance reduced humidity variance on finishing line.
+4164,2024-01-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.819,False,Sensor signal clipping observed during startup surge.
+4165,2024-01-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.499,False,Maintenance note logged for coupling imbalance inspection.
+4166,2024-01-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.643,False,Sensor heartbeat delayed by one interval after gateway retry.
+4167,2024-01-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.687,False,Pressure peak corresponds to oversized billet batch processing.
+4168,2024-01-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.536,False,Pressure settled back to nominal after valve reseat.
+4169,2024-01-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.74,False,Pressure line purge completed before restart authorization.
+4170,2024-01-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.379,False,Sensor signal clipping observed during startup surge.
+4171,2024-01-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.095,False,Hydraulic line pressure oscillation detected under load.
+4172,2024-01-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.092,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4173,2024-01-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.294,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4174,2024-01-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.407,False,Packaging line stop reduced adjacent vibration background.
+4175,2024-01-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.161,False,Operator reported intermittent chatter on machine CNC-04.
+4176,2024-01-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.778,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4177,2024-01-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.559,False,Supervisory alert generated after three consecutive threshold breaches.
+4178,2024-01-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.079,False,Maintenance scheduler deferred calibration due to spare shortage.
+4179,2024-01-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.829,False,Operator reported intermittent chatter on machine CNC-04.
+4180,2024-01-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.52,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4181,2024-01-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.096,False,Maintenance crew confirmed lubrication interval was missed.
+4182,2024-01-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.984,False,Maintenance note logged for coupling imbalance inspection.
+4183,2024-01-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.261,False,Pressure settled back to nominal after valve reseat.
+4184,2024-01-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.09,False,Humidity readings track seasonal rise across late spring.
+4185,2024-01-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.443,False,Maintenance scheduler deferred calibration due to spare shortage.
+4186,2024-01-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.229,False,Humidity climbed during dock-door open period in afternoon shift.
+4187,2024-01-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.634,False,Sensor battery health remains nominal after firmware update.
+4188,2024-01-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.22,False,Sensor heartbeat delayed by one interval after gateway retry.
+4189,2024-01-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.62,False,Shift handoff note referenced unusual noise near press enclosure.
+4190,2024-01-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.802,False,Edge collector replayed buffered events after network recovery.
+4191,2024-01-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Shift handoff note referenced unusual noise near press enclosure.
+4192,2024-01-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.14,False,Anomaly review flagged possible bearing wear progression.
+4193,2024-01-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Thermal overshoot event coincided with recipe change on furnace.
+4194,2024-01-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.353,False,Bearing temperature rising faster than baseline on spindle cell.
+4195,2024-01-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.23,False,Coolant loop adjustment reduced chamber temperature spread.
+4196,2024-01-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.185,False,Press cycle dwell time lengthened during high-volume batch.
+4197,2024-01-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.212,False,Pressure peak corresponds to oversized billet batch processing.
+4198,2024-01-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.017,False,Temperature variance narrowed after coolant nozzle cleaning.
+4199,2024-01-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.099,False,Coolant loop adjustment reduced chamber temperature spread.
+4200,2024-01-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.108,False,Supervisory alert generated after three consecutive threshold breaches.
+4201,2024-01-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4202,2024-01-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.562,False,Short-lived packet loss observed at edge gateway gw-02.
+4203,2024-01-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.029,False,Press cycle dwell time lengthened during high-volume batch.
+4204,2024-01-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.848,False,Pressure settled back to nominal after valve reseat.
+4205,2024-01-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,Quality team requested trace review for lot 24-118B.
+4206,2024-01-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.881,False,Operator reported intermittent chatter on machine CNC-04.
+4207,2024-01-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.963,False,Warning threshold updated for pilot predictive-maintenance model.
+4208,2024-01-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.947,False,Humidity readings track seasonal rise across late spring.
+4209,2024-01-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.64,False,Pressure settled back to nominal after valve reseat.
+4210,2024-01-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.783,False,Humidity readings track seasonal rise across late spring.
+4211,2024-01-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.927,False,Coolant loop adjustment reduced chamber temperature spread.
+4212,2024-01-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.736,False,Humidity readings track seasonal rise across late spring.
+4213,2024-01-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Edge collector replayed buffered events after network recovery.
+4214,2024-01-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.028,False,Edge collector replayed buffered events after network recovery.
+4215,2024-01-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.673,False,Quality hold reduced finishing booth activity for one shift.
+4216,2024-01-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.415,False,Maintenance scheduler deferred calibration due to spare shortage.
+4217,2024-01-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.994,False,Hydraulic line pressure oscillation detected under load.
+4218,2024-01-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.066,False,Vibration burst exceeds envelope during tool change cycle.
+4219,2024-01-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.886,False,Calibration check overdue by 11 days for press-line transducer.
+4220,2024-01-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.781,False,Pressure settled back to nominal after valve reseat.
+4221,2024-01-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.947,False,SCADA backfill inserted two delayed telemetry points.
+4222,2024-01-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.158,False,Operator reported intermittent chatter on machine CNC-04.
+4223,2024-01-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.33,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4224,2024-01-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.934,False,Sensor enclosure opened for manual calibration verification.
+4225,2024-01-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.246,False,Short-lived packet loss observed at edge gateway gw-02.
+4226,2024-01-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.527,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4227,2024-01-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.845,False,Quality team requested trace review for lot 24-118B.
+4228,2024-01-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.122,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4229,2024-01-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Calibration check overdue by 11 days for press-line transducer.
+4230,2024-01-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.793,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4231,2024-01-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.06,False,Temperature remained elevated during unscheduled overtime run.
+4232,2024-01-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.871,False,Humidity readings track seasonal rise across late spring.
+4233,2024-01-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.542,False,Machine idle period extended during planned sanitation window.
+4234,2024-01-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.289,False,Operator reported intermittent chatter on machine CNC-04.
+4235,2024-01-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.542,False,Vibration baseline recovered after tool holder replacement.
+4236,2024-01-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.521,False,Dust extraction fan offline for 18 minutes on line finishing.
+4237,2024-01-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Maintenance note logged for coupling imbalance inspection.
+4238,2024-01-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.382,False,Sensor heartbeat delayed by one interval after gateway retry.
+4239,2024-01-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.354,False,SCADA backfill inserted two delayed telemetry points.
+4240,2024-01-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.511,False,Pressure settled back to nominal after valve reseat.
+4241,2024-01-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.38,False,Temporary gateway failover completed without data loss.
+4242,2024-01-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.187,False,Maintenance note logged for coupling imbalance inspection.
+4243,2024-01-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.633,False,Maintenance scheduler deferred calibration due to spare shortage.
+4244,2024-01-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.647,False,Packaging line stop reduced adjacent vibration background.
+4245,2024-01-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.132,False,Humidity climbed during dock-door open period in afternoon shift.
+4246,2024-01-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.7,False,Sensor battery health remains nominal after firmware update.
+4247,2024-01-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.352,False,Short-lived packet loss observed at edge gateway gw-02.
+4248,2024-01-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.33,False,Vibration harmonics broadened during extended production run.
+4249,2024-01-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.171,False,Sensor enclosure opened for manual calibration verification.
+4250,2024-01-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.89,False,Machine throughput increase drove sustained pressure uplift.
+4251,2024-01-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.711,False,Humidity climbed during dock-door open period in afternoon shift.
+4252,2024-01-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.516,False,Machine idle period extended during planned sanitation window.
+4253,2024-01-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.078,False,Sensor enclosure opened for manual calibration verification.
+4254,2024-01-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.203,False,Sensor heartbeat delayed by one interval after gateway retry.
+4255,2024-01-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.627,False,Press cycle dwell time lengthened during high-volume batch.
+4256,2024-01-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.0,False,Pressure peak corresponds to oversized billet batch processing.
+4257,2024-01-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Humidity climbed during dock-door open period in afternoon shift.
+4258,2024-01-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.203,False,Shift handoff note referenced unusual noise near press enclosure.
+4259,2024-01-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.069,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4260,2024-01-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.049,False,Quality team requested trace review for lot 24-118B.
+4261,2024-01-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.374,False,Vibration burst exceeds envelope during tool change cycle.
+4262,2024-01-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.758,False,Quality hold reduced finishing booth activity for one shift.
+4263,2024-01-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.048,False,Coolant loop adjustment reduced chamber temperature spread.
+4264,2024-01-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.223,False,Edge collector replayed buffered events after network recovery.
+4265,2024-01-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Sensor enclosure opened for manual calibration verification.
+4266,2024-01-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.571,False,Sensor signal clipping observed during startup surge.
+4267,2024-01-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.482,False,Warning threshold updated for pilot predictive-maintenance model.
+4268,2024-01-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.72,False,Short-lived packet loss observed at edge gateway gw-02.
+4269,2024-01-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.474,False,SCADA backfill inserted two delayed telemetry points.
+4270,2024-01-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.718,False,Operator reset acknowledged after red-tag inspection.
+4271,2024-01-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.766,False,Sensor battery health remains nominal after firmware update.
+4272,2024-01-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.432,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4273,2024-01-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.138,False,Machine idle period extended during planned sanitation window.
+4274,2024-01-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.433,False,Temperature variance narrowed after coolant nozzle cleaning.
+4275,2024-01-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.702,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4276,2024-01-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.281,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4277,2024-01-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.183,False,Air handler maintenance reduced humidity variance on finishing line.
+4278,2024-01-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.216,False,Warning threshold updated for pilot predictive-maintenance model.
+4279,2024-01-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.758,False,Night shift startup produced higher than normal vibration floor.
+4280,2024-01-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.071,False,Supervisory alert generated after three consecutive threshold breaches.
+4281,2024-01-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Maintenance crew confirmed lubrication interval was missed.
+4282,2024-01-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.229,False,Telemetry quality flag downgraded during sensor self-test window.
+4283,2024-01-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.505,False,SCADA backfill inserted two delayed telemetry points.
+4284,2024-01-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.345,False,Temporary gateway failover completed without data loss.
+4285,2024-01-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.196,False,Humidity baseline improved after seal replacement.
+4286,2024-01-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.726,False,Short-lived packet loss observed at edge gateway gw-02.
+4287,2024-01-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.708,False,Humidity excursion near finishing booth during coating run.
+4288,2024-01-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.716,False,Humidity climbed during dock-door open period in afternoon shift.
+4289,2024-01-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.566,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4290,2024-01-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.378,False,Bearing temperature rising faster than baseline on spindle cell.
+4291,2024-01-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.535,False,Sensor signal clipping observed during startup surge.
+4292,2024-01-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.325,False,Thermal overshoot event coincided with recipe change on furnace.
+4293,2024-01-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Thermal overshoot event coincided with recipe change on furnace.
+4294,2024-01-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.711,False,Thermal overshoot event coincided with recipe change on furnace.
+4295,2024-01-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.91,False,Sensor signal clipping observed during startup surge.
+4296,2024-01-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.644,False,Maintenance scheduler deferred calibration due to spare shortage.
+4297,2024-01-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Pressure peak corresponds to oversized billet batch processing.
+4298,2024-01-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.898,False,Thermal overshoot event coincided with recipe change on furnace.
+4299,2024-01-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Vibration burst exceeds envelope during tool change cycle.
+4300,2024-01-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.651,False,Hydraulic line pressure oscillation detected under load.
+4301,2024-01-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.984,False,Short-lived packet loss observed at edge gateway gw-02.
+4302,2024-01-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.219,False,Humidity baseline improved after seal replacement.
+4303,2024-01-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.242,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4304,2024-01-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.264,False,Humidity climbed during dock-door open period in afternoon shift.
+4305,2024-01-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.172,False,Sensor heartbeat delayed by one interval after gateway retry.
+4306,2024-01-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.361,False,Transient outlier matched forklift impact near cabinet wall.
+4307,2024-01-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.383,False,Shift handoff note referenced unusual noise near press enclosure.
+4308,2024-01-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.231,False,Temporary gateway failover completed without data loss.
+4309,2024-01-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.716,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4310,2024-01-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.263,False,Temporary gateway failover completed without data loss.
+4311,2024-01-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.165,False,Air handler maintenance reduced humidity variance on finishing line.
+4312,2024-01-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.414,False,Air handler maintenance reduced humidity variance on finishing line.
+4313,2024-01-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Temperature variance narrowed after coolant nozzle cleaning.
+4314,2024-01-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.279,False,Quality hold reduced finishing booth activity for one shift.
+4315,2024-01-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.532,False,SCADA backfill inserted two delayed telemetry points.
+4316,2024-01-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.073,False,Bearing temperature rising faster than baseline on spindle cell.
+4317,2024-01-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.558,False,Vibration baseline recovered after tool holder replacement.
+4318,2024-01-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.983,False,Machine idle period extended during planned sanitation window.
+4319,2024-01-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.534,False,Sensor heartbeat delayed by one interval after gateway retry.
+4320,2024-01-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.547,False,Vibration harmonics broadened during extended production run.
+4321,2024-01-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.179,False,Supervisory alert generated after three consecutive threshold breaches.
+4322,2024-01-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.084,False,Pressure peak corresponds to oversized billet batch processing.
+4323,2024-01-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.494,False,Packaging line stop reduced adjacent vibration background.
+4324,2024-01-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.879,False,Temporary gateway failover completed without data loss.
+4325,2024-01-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.668,False,Short-lived packet loss observed at edge gateway gw-02.
+4326,2024-01-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.365,False,Transient outlier matched forklift impact near cabinet wall.
+4327,2024-01-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Sensor heartbeat delayed by one interval after gateway retry.
+4328,2024-01-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.464,False,Sensor heartbeat delayed by one interval after gateway retry.
+4329,2024-01-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.172,False,Short-lived packet loss observed at edge gateway gw-02.
+4330,2024-01-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.64,False,Pressure line purge completed before restart authorization.
+4331,2024-01-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.702,False,Maintenance crew confirmed lubrication interval was missed.
+4332,2024-01-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.12,False,Machine throughput increase drove sustained pressure uplift.
+4333,2024-01-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Humidity readings track seasonal rise across late spring.
+4334,2024-01-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.306,False,Pressure peak corresponds to oversized billet batch processing.
+4335,2024-01-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Warning threshold updated for pilot predictive-maintenance model.
+4336,2024-01-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.474,False,Pressure line purge completed before restart authorization.
+4337,2024-01-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Vibration burst exceeds envelope during tool change cycle.
+4338,2024-01-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.83,False,Temperature remained elevated during unscheduled overtime run.
+4339,2024-01-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.628,False,Humidity excursion near finishing booth during coating run.
+4340,2024-01-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.98,False,Temporary gateway failover completed without data loss.
+4341,2024-01-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.039,False,Machine idle period extended during planned sanitation window.
+4342,2024-01-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.75,False,Humidity excursion near finishing booth during coating run.
+4343,2024-01-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.743,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4344,2024-01-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.362,False,Temperature variance narrowed after coolant nozzle cleaning.
+4345,2024-01-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.596,False,Maintenance crew confirmed lubrication interval was missed.
+4346,2024-01-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.343,False,Quality team requested trace review for lot 24-118B.
+4347,2024-01-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.804,False,Humidity climbed during dock-door open period in afternoon shift.
+4348,2024-01-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.091,False,Maintenance scheduler deferred calibration due to spare shortage.
+4349,2024-01-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.527,False,Maintenance scheduler deferred calibration due to spare shortage.
+4350,2024-01-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.832,False,Pressure peak corresponds to oversized billet batch processing.
+4351,2024-01-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,Anomaly review flagged possible bearing wear progression.
+4352,2024-01-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.858,False,Press cycle dwell time lengthened during high-volume batch.
+4353,2024-01-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.895,False,Sensor heartbeat delayed by one interval after gateway retry.
+4354,2024-01-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.775,False,Operator reset acknowledged after red-tag inspection.
+4355,2024-01-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.291,False,Unbalanced load introduced cyclical pressure ripple.
+4356,2024-01-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.97,False,Machine throughput increase drove sustained pressure uplift.
+4357,2024-01-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.419,False,Hydraulic line pressure oscillation detected under load.
+4358,2024-01-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.623,False,Edge collector replayed buffered events after network recovery.
+4359,2024-01-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Pressure line purge completed before restart authorization.
+4360,2024-01-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.144,False,Operator reset acknowledged after red-tag inspection.
+4361,2024-01-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.312,False,Pressure settled back to nominal after valve reseat.
+4362,2024-01-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.49,False,Humidity readings track seasonal rise across late spring.
+4363,2024-01-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.749,False,Sensor signal clipping observed during startup surge.
+4364,2024-01-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.068,False,Bearing temperature rising faster than baseline on spindle cell.
+4365,2024-01-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.011,False,Temporary gateway failover completed without data loss.
+4366,2024-01-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.333,False,Pressure settled back to nominal after valve reseat.
+4367,2024-01-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,Machine throughput increase drove sustained pressure uplift.
+4368,2024-01-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.483,False,Packaging line stop reduced adjacent vibration background.
+4369,2024-01-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.951,False,Vibration burst exceeds envelope during tool change cycle.
+4370,2024-01-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.775,False,Packaging line stop reduced adjacent vibration background.
+4371,2024-01-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4372,2024-01-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.071,False,Sensor battery health remains nominal after firmware update.
+4373,2024-01-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Pressure peak corresponds to oversized billet batch processing.
+4374,2024-01-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.473,False,SCADA backfill inserted two delayed telemetry points.
+4375,2024-01-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.006,False,Short-lived packet loss observed at edge gateway gw-02.
+4376,2024-01-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.959,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4377,2024-01-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Vibration harmonics broadened during extended production run.
+4378,2024-01-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.267,False,Unbalanced load introduced cyclical pressure ripple.
+4379,2024-01-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.204,False,Sensor signal clipping observed during startup surge.
+4380,2024-01-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.039,False,Temperature remained elevated during unscheduled overtime run.
+4381,2024-01-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Maintenance scheduler deferred calibration due to spare shortage.
+4382,2024-01-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.313,False,Vibration harmonics broadened during extended production run.
+4383,2024-01-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.788,False,Humidity readings track seasonal rise across late spring.
+4384,2024-01-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.019,False,Vibration harmonics broadened during extended production run.
+4385,2024-01-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.806,False,Temperature variance narrowed after coolant nozzle cleaning.
+4386,2024-01-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.764,False,Condensation warning cleared after dehumidifier ramp-up.
+4387,2024-01-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.339,False,Pressure line purge completed before restart authorization.
+4388,2024-01-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.184,False,Temporary gateway failover completed without data loss.
+4389,2024-01-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.653,False,Temperature variance narrowed after coolant nozzle cleaning.
+4390,2024-01-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.344,False,Vibration burst exceeds envelope during tool change cycle.
+4391,2024-01-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.914,False,Short-lived packet loss observed at edge gateway gw-02.
+4392,2024-01-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.94,False,Humidity excursion near finishing booth during coating run.
+4393,2024-01-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Machine idle period extended during planned sanitation window.
+4394,2024-01-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.496,False,Dust extraction fan offline for 18 minutes on line finishing.
+4395,2024-01-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.312,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4396,2024-01-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.106,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4397,2024-01-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.397,False,Telemetry quality flag downgraded during sensor self-test window.
+4398,2024-01-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.422,False,Thermal overshoot event coincided with recipe change on furnace.
+4399,2024-01-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.162,False,Machine idle period extended during planned sanitation window.
+4400,2024-01-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.833,False,Quality team requested trace review for lot 24-118B.
+4401,2024-01-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.418,False,Unbalanced load introduced cyclical pressure ripple.
+4402,2024-01-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.938,False,Air handler maintenance reduced humidity variance on finishing line.
+4403,2024-01-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4404,2024-01-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.577,False,Pressure settled back to nominal after valve reseat.
+4405,2024-01-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.073,False,Telemetry quality flag downgraded during sensor self-test window.
+4406,2024-01-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.175,False,Pressure peak corresponds to oversized billet batch processing.
+4407,2024-01-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.622,False,Coolant loop adjustment reduced chamber temperature spread.
+4408,2024-01-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.562,False,Reliability engineer tagged sample window for model retraining.
+4409,2024-01-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.636,False,Condensation warning cleared after dehumidifier ramp-up.
+4410,2024-01-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.552,False,Warning threshold updated for pilot predictive-maintenance model.
+4411,2024-01-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.333,False,Shift handoff note referenced unusual noise near press enclosure.
+4412,2024-01-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.492,False,Air handler maintenance reduced humidity variance on finishing line.
+4413,2024-01-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.518,False,Pressure peak corresponds to oversized billet batch processing.
+4414,2024-01-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.429,False,Humidity readings track seasonal rise across late spring.
+4415,2024-01-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.784,False,Sensor signal clipping observed during startup surge.
+4416,2024-01-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.734,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4417,2024-01-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.8,False,Sensor enclosure opened for manual calibration verification.
+4418,2024-01-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.368,False,Pressure peak corresponds to oversized billet batch processing.
+4419,2024-01-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Pressure line purge completed before restart authorization.
+4420,2024-01-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.334,False,Night shift startup produced higher than normal vibration floor.
+4421,2024-01-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.975,False,Unbalanced load introduced cyclical pressure ripple.
+4422,2024-01-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.253,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4423,2024-01-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.521,False,Anomaly review flagged possible bearing wear progression.
+4424,2024-01-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.403,False,Temporary gateway failover completed without data loss.
+4425,2024-01-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.848,False,Operator reset acknowledged after red-tag inspection.
+4426,2024-01-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.223,False,Thermal overshoot event coincided with recipe change on furnace.
+4427,2024-01-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.391,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4428,2024-01-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.075,False,Press cycle dwell time lengthened during high-volume batch.
+4429,2024-01-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.577,False,Machine idle period extended during planned sanitation window.
+4430,2024-01-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.433,False,Dust extraction fan offline for 18 minutes on line finishing.
+4431,2024-01-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.48,False,Machine throughput increase drove sustained pressure uplift.
+4432,2024-01-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.827,False,Maintenance crew confirmed lubrication interval was missed.
+4433,2024-01-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.876,False,Temporary gateway failover completed without data loss.
+4434,2024-01-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.717,False,Humidity excursion near finishing booth during coating run.
+4435,2024-01-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.137,False,Calibration check overdue by 11 days for press-line transducer.
+4436,2024-01-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.447,False,Quality team requested trace review for lot 24-118B.
+4437,2024-01-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,Hydraulic line pressure oscillation detected under load.
+4438,2024-01-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.254,False,Humidity readings track seasonal rise across late spring.
+4439,2024-01-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.462,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4440,2024-01-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.097,False,Thermal ramp exceeded expected warmup curve before shift start.
+4441,2024-01-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Pressure line purge completed before restart authorization.
+4442,2024-01-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.008,False,Bearing temperature rising faster than baseline on spindle cell.
+4443,2024-01-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.532,False,Operator reset acknowledged after red-tag inspection.
+4444,2024-01-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.807,False,Humidity baseline improved after seal replacement.
+4445,2024-01-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.998,False,SCADA backfill inserted two delayed telemetry points.
+4446,2024-01-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.866,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4447,2024-01-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.597,False,Humidity excursion near finishing booth during coating run.
+4448,2024-01-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.218,False,Coolant loop adjustment reduced chamber temperature spread.
+4449,2024-01-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.811,False,Maintenance note logged for coupling imbalance inspection.
+4450,2024-01-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.266,False,Humidity readings track seasonal rise across late spring.
+4451,2024-01-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.382,False,Reliability engineer tagged sample window for model retraining.
+4452,2024-01-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.229,False,Pressure settled back to nominal after valve reseat.
+4453,2024-01-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.044,False,Supervisory alert generated after three consecutive threshold breaches.
+4454,2024-01-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.699,False,Pressure line purge completed before restart authorization.
+4455,2024-01-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,SCADA backfill inserted two delayed telemetry points.
+4456,2024-01-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.193,False,Transient outlier matched forklift impact near cabinet wall.
+4457,2024-01-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.365,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4458,2024-01-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.783,False,Condensation warning cleared after dehumidifier ramp-up.
+4459,2024-01-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.405,False,Thermal overshoot event coincided with recipe change on furnace.
+4460,2024-01-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.249,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4461,2024-01-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Maintenance crew confirmed lubrication interval was missed.
+4462,2024-01-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.75,False,Edge collector replayed buffered events after network recovery.
+4463,2024-01-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.54,False,Bearing temperature rising faster than baseline on spindle cell.
+4464,2024-01-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.761,False,Humidity readings track seasonal rise across late spring.
+4465,2024-01-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Sensor battery health remains nominal after firmware update.
+4466,2024-01-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.026,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4467,2024-01-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.913,False,Vibration harmonics broadened during extended production run.
+4468,2024-01-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.114,False,Temporary gateway failover completed without data loss.
+4469,2024-01-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.18,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4470,2024-01-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.045,False,SCADA backfill inserted two delayed telemetry points.
+4471,2024-01-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Bearing temperature rising faster than baseline on spindle cell.
+4472,2024-01-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.581,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4473,2024-01-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Anomaly review flagged possible bearing wear progression.
+4474,2024-01-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.222,False,Supervisory alert generated after three consecutive threshold breaches.
+4475,2024-01-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.191,False,Unbalanced load introduced cyclical pressure ripple.
+4476,2024-01-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.938,False,Temperature variance narrowed after coolant nozzle cleaning.
+4477,2024-01-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.79,False,Calibration check overdue by 11 days for press-line transducer.
+4478,2024-01-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.849,False,Sensor battery health remains nominal after firmware update.
+4479,2024-01-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.091,False,Maintenance note logged for coupling imbalance inspection.
+4480,2024-01-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,55.905,False,Short-lived packet loss observed at edge gateway gw-02.
+4481,2024-01-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.633,False,Temperature remained elevated during unscheduled overtime run.
+4482,2024-01-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.279,False,Pressure line purge completed before restart authorization.
+4483,2024-01-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.936,False,Pressure line purge completed before restart authorization.
+4484,2024-01-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.485,False,Telemetry quality flag downgraded during sensor self-test window.
+4485,2024-01-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4486,2024-01-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.41,False,Pressure line purge completed before restart authorization.
+4487,2024-01-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Vibration burst exceeds envelope during tool change cycle.
+4488,2024-01-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.619,False,Transient outlier matched forklift impact near cabinet wall.
+4489,2024-01-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Quality hold reduced finishing booth activity for one shift.
+4490,2024-01-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.791,False,Transient outlier matched forklift impact near cabinet wall.
+4491,2024-01-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Pressure peak corresponds to oversized billet batch processing.
+4492,2024-01-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.719,False,Thermal overshoot event coincided with recipe change on furnace.
+4493,2024-01-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.962,False,Unbalanced load introduced cyclical pressure ripple.
+4494,2024-01-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.028,False,Temperature variance narrowed after coolant nozzle cleaning.
+4495,2024-01-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.054,False,Edge collector replayed buffered events after network recovery.
+4496,2024-01-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.608,False,Bearing temperature rising faster than baseline on spindle cell.
+4497,2024-01-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.141,False,Pressure settled back to nominal after valve reseat.
+4498,2024-01-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.964,False,Dust extraction fan offline for 18 minutes on line finishing.
+4499,2024-01-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.026,False,Shift handoff note referenced unusual noise near press enclosure.
+4500,2024-01-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.485,False,Pressure line purge completed before restart authorization.
+4501,2024-01-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.596,False,Short-lived packet loss observed at edge gateway gw-02.
+4502,2024-01-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.402,False,Vibration burst exceeds envelope during tool change cycle.
+4503,2024-01-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.076,False,Sensor battery health remains nominal after firmware update.
+4504,2024-01-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.178,False,Quality hold reduced finishing booth activity for one shift.
+4505,2024-01-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.831,False,Warning threshold updated for pilot predictive-maintenance model.
+4506,2024-01-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.725,False,Thermal ramp exceeded expected warmup curve before shift start.
+4507,2024-01-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.992,False,Humidity baseline improved after seal replacement.
+4508,2024-01-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.933,False,Machine throughput increase drove sustained pressure uplift.
+4509,2024-01-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.603,False,Temperature remained elevated during unscheduled overtime run.
+4510,2024-01-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.018,False,Maintenance scheduler deferred calibration due to spare shortage.
+4511,2024-01-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Air handler maintenance reduced humidity variance on finishing line.
+4512,2024-01-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.324,False,Condensation warning cleared after dehumidifier ramp-up.
+4513,2024-01-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.584,False,Sensor heartbeat delayed by one interval after gateway retry.
+4514,2024-01-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.84,False,Warning threshold updated for pilot predictive-maintenance model.
+4515,2024-01-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.517,False,Pressure settled back to nominal after valve reseat.
+4516,2024-01-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.098,False,Ambient temperature stabilized after HVAC stage-two engagement.
+4517,2024-01-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.949,False,Packaging line stop reduced adjacent vibration background.
+4518,2024-01-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.807,False,Thermal ramp exceeded expected warmup curve before shift start.
+4519,2024-01-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.798,False,Vibration harmonics broadened during extended production run.
+4520,2024-01-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.054,False,Night shift startup produced higher than normal vibration floor.
+4521,2024-01-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.046,False,Temperature variance narrowed after coolant nozzle cleaning.
+4522,2024-01-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.122,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4523,2024-01-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.107,False,Coolant loop adjustment reduced chamber temperature spread.
+4524,2024-01-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.14,False,Humidity readings track seasonal rise across late spring.
+4525,2024-01-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.148,False,Condensation warning cleared after dehumidifier ramp-up.
+4526,2024-01-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.561,False,Machine idle period extended during planned sanitation window.
+4527,2024-01-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.24,False,Thermal ramp exceeded expected warmup curve before shift start.
+4528,2024-01-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.449,False,Supervisory alert generated after three consecutive threshold breaches.
+4529,2024-01-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Thermal ramp exceeded expected warmup curve before shift start.
+4530,2024-01-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.676,False,Maintenance scheduler deferred calibration due to spare shortage.
+4531,2024-01-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.734,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4532,2024-01-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.9,False,Hydraulic line pressure oscillation detected under load.
+4533,2024-01-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Quality team requested trace review for lot 24-118B.
+4534,2024-01-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.044,False,Maintenance crew confirmed lubrication interval was missed.
+4535,2024-01-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.247,False,Packaging line stop reduced adjacent vibration background.
+4536,2024-01-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.636,False,Transient outlier matched forklift impact near cabinet wall.
+4537,2024-01-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Sensor heartbeat delayed by one interval after gateway retry.
+4538,2024-01-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.571,False,Press cycle dwell time lengthened during high-volume batch.
+4539,2024-01-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.236,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4540,2024-01-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.754,False,Quality hold reduced finishing booth activity for one shift.
+4541,2024-01-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.461,False,Air handler maintenance reduced humidity variance on finishing line.
+4542,2024-01-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.414,False,Unbalanced load introduced cyclical pressure ripple.
+4543,2024-01-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.654,False,Operator reset acknowledged after red-tag inspection.
+4544,2024-01-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.484,False,Sensor enclosure opened for manual calibration verification.
+4545,2024-01-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Machine throughput increase drove sustained pressure uplift.
+4546,2024-01-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.7,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4547,2024-01-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.184,False,Hydraulic line pressure oscillation detected under load.
+4548,2024-01-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.319,False,Maintenance note logged for coupling imbalance inspection.
+4549,2024-01-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.476,False,Maintenance scheduler deferred calibration due to spare shortage.
+4550,2024-01-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.063,False,Maintenance note logged for coupling imbalance inspection.
+4551,2024-01-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Vibration burst exceeds envelope during tool change cycle.
+4552,2024-01-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.703,False,Maintenance crew confirmed lubrication interval was missed.
+4553,2024-01-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Shift handoff note referenced unusual noise near press enclosure.
+4554,2024-01-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.512,False,Humidity climbed during dock-door open period in afternoon shift.
+4555,2024-01-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.329,False,Hydraulic line pressure oscillation detected under load.
+4556,2024-01-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.581,False,Edge collector replayed buffered events after network recovery.
+4557,2024-01-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4558,2024-01-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.034,False,Temperature remained elevated during unscheduled overtime run.
+4559,2024-01-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.216,False,Temporary gateway failover completed without data loss.
+4560,2024-01-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.474,False,Maintenance crew confirmed lubrication interval was missed.
+4561,2024-01-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.088,False,Humidity readings track seasonal rise across late spring.
+4562,2024-01-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.171,False,Sensor enclosure opened for manual calibration verification.
+4563,2024-01-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.423,False,Pressure settled back to nominal after valve reseat.
+4564,2024-01-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.385,False,Short-lived packet loss observed at edge gateway gw-02.
+4565,2024-01-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.444,False,Telemetry quality flag downgraded during sensor self-test window.
+4566,2024-01-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.426,False,Humidity readings track seasonal rise across late spring.
+4567,2024-01-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.975,False,Sensor heartbeat delayed by one interval after gateway retry.
+4568,2024-01-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.722,False,Vibration burst exceeds envelope during tool change cycle.
+4569,2024-01-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.34,False,Pressure settled back to nominal after valve reseat.
+4570,2024-01-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.352,False,Maintenance scheduler deferred calibration due to spare shortage.
+4571,2024-01-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Maintenance note logged for coupling imbalance inspection.
+4572,2024-01-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.139,False,Warning threshold updated for pilot predictive-maintenance model.
+4573,2024-01-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Vibration baseline recovered after tool holder replacement.
+4574,2024-01-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.676,False,Humidity climbed during dock-door open period in afternoon shift.
+4575,2024-01-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Sensor heartbeat delayed by one interval after gateway retry.
+4576,2024-01-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.093,False,Sensor heartbeat delayed by one interval after gateway retry.
+4577,2024-01-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Dust extraction fan offline for 18 minutes on line finishing.
+4578,2024-01-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.531,False,Coolant loop adjustment reduced chamber temperature spread.
+4579,2024-01-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.935,False,Telemetry quality flag downgraded during sensor self-test window.
+4580,2024-01-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.28,False,Vibration burst exceeds envelope during tool change cycle.
+4581,2024-01-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.75,False,Maintenance scheduler deferred calibration due to spare shortage.
+4582,2024-01-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.552,False,Short-lived packet loss observed at edge gateway gw-02.
+4583,2024-01-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.52,False,Humidity excursion near finishing booth during coating run.
+4584,2024-01-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.852,False,Sensor battery health remains nominal after firmware update.
+4585,2024-01-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.674,False,Telemetry quality flag downgraded during sensor self-test window.
+4586,2024-01-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.678,False,Humidity excursion near finishing booth during coating run.
+4587,2024-01-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.103,False,Humidity readings track seasonal rise across late spring.
+4588,2024-01-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.78,False,Thermal ramp exceeded expected warmup curve before shift start.
+4589,2024-01-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.28,False,Humidity readings track seasonal rise across late spring.
+4590,2024-01-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.115,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4591,2024-01-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.398,False,Vibration harmonics broadened during extended production run.
+4592,2024-01-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.378,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4593,2024-01-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Calibration check overdue by 11 days for press-line transducer.
+4594,2024-01-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.509,False,Pressure line purge completed before restart authorization.
+4595,2024-01-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.879,False,Transient outlier matched forklift impact near cabinet wall.
+4596,2024-01-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.125,False,Transient outlier matched forklift impact near cabinet wall.
+4597,2024-01-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,Quality hold reduced finishing booth activity for one shift.
+4598,2024-01-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.978,False,Pressure settled back to nominal after valve reseat.
+4599,2024-01-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.524,False,Operator reset acknowledged after red-tag inspection.
+4600,2024-01-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.406,False,Machine throughput increase drove sustained pressure uplift.
+4601,2024-01-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.171,False,Reliability engineer tagged sample window for model retraining.
+4602,2024-01-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.876,False,Press cycle dwell time lengthened during high-volume batch.
+4603,2024-01-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.402,False,Sensor battery health remains nominal after firmware update.
+4604,2024-01-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.295,False,Operator reset acknowledged after red-tag inspection.
+4605,2024-01-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Thermal ramp exceeded expected warmup curve before shift start.
+4606,2024-01-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.875,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4607,2024-01-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.268,False,Operator reported intermittent chatter on machine CNC-04.
+4608,2024-01-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.246,False,Supervisory alert generated after three consecutive threshold breaches.
+4609,2024-01-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.91,False,Air handler maintenance reduced humidity variance on finishing line.
+4610,2024-01-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.867,False,Edge collector replayed buffered events after network recovery.
+4611,2024-01-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.379,False,Sensor heartbeat delayed by one interval after gateway retry.
+4612,2024-01-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.601,False,Pressure settled back to nominal after valve reseat.
+4613,2024-01-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.393,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4614,2024-01-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.916,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4615,2024-01-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.832,False,Bearing temperature rising faster than baseline on spindle cell.
+4616,2024-01-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.413,False,Quality hold reduced finishing booth activity for one shift.
+4617,2024-01-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.987,False,Pressure peak corresponds to oversized billet batch processing.
+4618,2024-01-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.96,False,Short-lived packet loss observed at edge gateway gw-02.
+4619,2024-01-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.856,False,Hydraulic line pressure oscillation detected under load.
+4620,2024-01-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.393,False,Pressure peak corresponds to oversized billet batch processing.
+4621,2024-01-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Short-lived packet loss observed at edge gateway gw-02.
+4622,2024-01-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.883,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4623,2024-01-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.108,False,Quality hold reduced finishing booth activity for one shift.
+4624,2024-01-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.196,False,Operator reset acknowledged after red-tag inspection.
+4625,2024-01-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.448,False,Humidity climbed during dock-door open period in afternoon shift.
+4626,2024-01-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.951,False,Transient outlier matched forklift impact near cabinet wall.
+4627,2024-01-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Short-lived packet loss observed at edge gateway gw-02.
+4628,2024-01-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.636,False,Quality team requested trace review for lot 24-118B.
+4629,2024-01-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.53,False,Machine throughput increase drove sustained pressure uplift.
+4630,2024-01-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.603,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4631,2024-01-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.264,False,Coolant loop adjustment reduced chamber temperature spread.
+4632,2024-01-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.558,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4633,2024-01-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.225,False,Humidity excursion near finishing booth during coating run.
+4634,2024-01-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.565,False,Condensation warning cleared after dehumidifier ramp-up.
+4635,2024-01-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.856,False,Packaging line stop reduced adjacent vibration background.
+4636,2024-01-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.319,False,Machine throughput increase drove sustained pressure uplift.
+4637,2024-01-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Quality team requested trace review for lot 24-118B.
+4638,2024-01-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.127,False,Coolant loop adjustment reduced chamber temperature spread.
+4639,2024-01-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.307,False,Pressure settled back to nominal after valve reseat.
+4640,2024-01-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.943,False,Pressure peak corresponds to oversized billet batch processing.
+4641,2024-01-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.948,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4642,2024-01-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.18,False,Sensor signal clipping observed during startup surge.
+4643,2024-01-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.169,False,Coolant loop adjustment reduced chamber temperature spread.
+4644,2024-01-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.475,False,Telemetry quality flag downgraded during sensor self-test window.
+4645,2024-01-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.977,False,Operator reported intermittent chatter on machine CNC-04.
+4646,2024-01-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.792,False,Sensor enclosure opened for manual calibration verification.
+4647,2024-01-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.352,False,Pressure settled back to nominal after valve reseat.
+4648,2024-01-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.959,False,SCADA backfill inserted two delayed telemetry points.
+4649,2024-01-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Bearing temperature rising faster than baseline on spindle cell.
+4650,2024-01-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.301,False,Warning threshold updated for pilot predictive-maintenance model.
+4651,2024-01-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.81,False,Transient outlier matched forklift impact near cabinet wall.
+4652,2024-01-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.52,False,Press cycle dwell time lengthened during high-volume batch.
+4653,2024-01-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.298,False,Quality hold reduced finishing booth activity for one shift.
+4654,2024-01-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.48,False,Quality hold reduced finishing booth activity for one shift.
+4655,2024-01-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Supervisory alert generated after three consecutive threshold breaches.
+4656,2024-01-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.892,False,Vibration harmonics broadened during extended production run.
+4657,2024-01-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4658,2024-01-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.276,False,Machine throughput increase drove sustained pressure uplift.
+4659,2024-01-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.889,False,Vibration harmonics broadened during extended production run.
+4660,2024-01-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.661,False,Reliability engineer tagged sample window for model retraining.
+4661,2024-01-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.046,False,Transient outlier matched forklift impact near cabinet wall.
+4662,2024-01-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.681,False,Supervisory alert generated after three consecutive threshold breaches.
+4663,2024-01-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.388,False,Press cycle dwell time lengthened during high-volume batch.
+4664,2024-01-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.587,False,Operator reported intermittent chatter on machine CNC-04.
+4665,2024-01-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.086,False,Dust extraction fan offline for 18 minutes on line finishing.
+4666,2024-01-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.497,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4667,2024-01-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.914,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4668,2024-01-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.123,False,Machine idle period extended during planned sanitation window.
+4669,2024-01-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Pressure settled back to nominal after valve reseat.
+4670,2024-01-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.388,False,Dust extraction fan offline for 18 minutes on line finishing.
+4671,2024-01-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Vibration harmonics broadened during extended production run.
+4672,2024-01-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.888,False,Vibration baseline recovered after tool holder replacement.
+4673,2024-01-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.388,False,Sensor heartbeat delayed by one interval after gateway retry.
+4674,2024-01-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.304,False,Thermal ramp exceeded expected warmup curve before shift start.
+4675,2024-01-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.597,False,Short-lived packet loss observed at edge gateway gw-02.
+4676,2024-01-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.527,False,Air handler maintenance reduced humidity variance on finishing line.
+4677,2024-01-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.175,False,Temperature variance narrowed after coolant nozzle cleaning.
+4678,2024-01-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.84,False,Machine idle period extended during planned sanitation window.
+4679,2024-01-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.577,False,Sensor signal clipping observed during startup surge.
+4680,2024-01-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.99,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4681,2024-01-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.207,False,Quality team requested trace review for lot 24-118B.
+4682,2024-01-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.959,False,Thermal overshoot event coincided with recipe change on furnace.
+4683,2024-01-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.193,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4684,2024-01-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.555,False,SCADA backfill inserted two delayed telemetry points.
+4685,2024-01-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.82,False,Sensor heartbeat delayed by one interval after gateway retry.
+4686,2024-01-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.844,False,Calibration check overdue by 11 days for press-line transducer.
+4687,2024-01-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Hydraulic line pressure oscillation detected under load.
+4688,2024-01-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.204,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4689,2024-01-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Sensor enclosure opened for manual calibration verification.
+4690,2024-01-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.616,False,SCADA backfill inserted two delayed telemetry points.
+4691,2024-01-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4692,2024-01-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.668,False,Condensation warning cleared after dehumidifier ramp-up.
+4693,2024-01-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.884,False,Sensor signal clipping observed during startup surge.
+4694,2024-01-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.965,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4695,2024-01-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.586,False,Pressure line purge completed before restart authorization.
+4696,2024-01-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.141,False,Humidity baseline improved after seal replacement.
+4697,2024-01-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.782,False,Temperature remained elevated during unscheduled overtime run.
+4698,2024-01-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.84,False,Maintenance crew confirmed lubrication interval was missed.
+4699,2024-01-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.187,False,Calibration check overdue by 11 days for press-line transducer.
+4700,2024-01-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.575,False,Operator reported intermittent chatter on machine CNC-04.
+4701,2024-01-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.397,False,Condensation warning cleared after dehumidifier ramp-up.
+4702,2024-01-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.86,False,Short-lived packet loss observed at edge gateway gw-02.
+4703,2024-01-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.383,False,Temperature remained elevated during unscheduled overtime run.
+4704,2024-01-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.128,False,Humidity excursion near finishing booth during coating run.
+4705,2024-01-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.66,False,Thermal overshoot event coincided with recipe change on furnace.
+4706,2024-01-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.821,False,Press cycle dwell time lengthened during high-volume batch.
+4707,2024-01-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.008,False,Air handler maintenance reduced humidity variance on finishing line.
+4708,2024-01-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.006,False,Reliability engineer tagged sample window for model retraining.
+4709,2024-01-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.703,False,Operator reset acknowledged after red-tag inspection.
+4710,2024-01-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.034,False,Night shift startup produced higher than normal vibration floor.
+4711,2024-01-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Operator reported intermittent chatter on machine CNC-04.
+4712,2024-01-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.861,False,Reliability engineer tagged sample window for model retraining.
+4713,2024-01-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.549,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4714,2024-01-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.134,False,Maintenance scheduler deferred calibration due to spare shortage.
+4715,2024-01-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Thermal ramp exceeded expected warmup curve before shift start.
+4716,2024-01-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.97,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4717,2024-01-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Machine throughput increase drove sustained pressure uplift.
+4718,2024-01-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.482,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4719,2024-01-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.836,False,Hydraulic line pressure oscillation detected under load.
+4720,2024-01-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.02,False,Machine idle period extended during planned sanitation window.
+4721,2024-01-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Maintenance note logged for coupling imbalance inspection.
+4722,2024-01-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.809,False,Transient outlier matched forklift impact near cabinet wall.
+4723,2024-01-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.097,False,Sensor heartbeat delayed by one interval after gateway retry.
+4724,2024-01-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.52,False,Temporary gateway failover completed without data loss.
+4725,2024-01-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.112,False,Humidity excursion near finishing booth during coating run.
+4726,2024-01-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.19,False,Short-lived packet loss observed at edge gateway gw-02.
+4727,2024-01-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.252,False,Maintenance scheduler deferred calibration due to spare shortage.
+4728,2024-01-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.31,False,Warning threshold updated for pilot predictive-maintenance model.
+4729,2024-01-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.648,False,Transient outlier matched forklift impact near cabinet wall.
+4730,2024-01-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.847,False,Shift handoff note referenced unusual noise near press enclosure.
+4731,2024-01-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Humidity readings track seasonal rise across late spring.
+4732,2024-01-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.084,False,Air handler maintenance reduced humidity variance on finishing line.
+4733,2024-01-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.357,False,Vibration baseline recovered after tool holder replacement.
+4734,2024-01-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.749,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4735,2024-01-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.285,False,Operator reset acknowledged after red-tag inspection.
+4736,2024-01-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.347,False,Telemetry quality flag downgraded during sensor self-test window.
+4737,2024-01-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Humidity climbed during dock-door open period in afternoon shift.
+4738,2024-01-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.718,False,Shift handoff note referenced unusual noise near press enclosure.
+4739,2024-01-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.165,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4740,2024-01-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.816,False,Thermal ramp exceeded expected warmup curve before shift start.
+4741,2024-01-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Unbalanced load introduced cyclical pressure ripple.
+4742,2024-01-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.001,False,Humidity excursion near finishing booth during coating run.
+4743,2024-01-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.091,False,Reliability engineer tagged sample window for model retraining.
+4744,2024-01-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.759,False,Machine idle period extended during planned sanitation window.
+4745,2024-01-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.311,False,Pressure peak corresponds to oversized billet batch processing.
+4746,2024-01-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.29,False,Pressure settled back to nominal after valve reseat.
+4747,2024-01-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.833,False,Bearing temperature rising faster than baseline on spindle cell.
+4748,2024-01-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.763,False,Press cycle dwell time lengthened during high-volume batch.
+4749,2024-01-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Quality team requested trace review for lot 24-118B.
+4750,2024-01-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.641,False,Air handler maintenance reduced humidity variance on finishing line.
+4751,2024-01-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.137,False,Dust extraction fan offline for 18 minutes on line finishing.
+4752,2024-01-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.213,False,Reliability engineer tagged sample window for model retraining.
+4753,2024-01-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.555,False,Vibration harmonics broadened during extended production run.
+4754,2024-01-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.254,False,Sensor enclosure opened for manual calibration verification.
+4755,2024-01-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.784,False,Humidity climbed during dock-door open period in afternoon shift.
+4756,2024-01-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.789,False,Edge collector replayed buffered events after network recovery.
+4757,2024-01-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.493,False,Vibration baseline recovered after tool holder replacement.
+4758,2024-01-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.383,False,Pressure line purge completed before restart authorization.
+4759,2024-01-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Operator reported intermittent chatter on machine CNC-04.
+4760,2024-01-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.094,False,Sensor heartbeat delayed by one interval after gateway retry.
+4761,2024-01-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Vibration baseline recovered after tool holder replacement.
+4762,2024-01-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.529,False,Telemetry quality flag downgraded during sensor self-test window.
+4763,2024-01-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.065,False,Condensation warning cleared after dehumidifier ramp-up.
+4764,2024-01-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.601,False,Press cycle dwell time lengthened during high-volume batch.
+4765,2024-01-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Vibration harmonics broadened during extended production run.
+4766,2024-01-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.622,False,Humidity readings track seasonal rise across late spring.
+4767,2024-01-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.508,False,Pressure settled back to nominal after valve reseat.
+4768,2024-01-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.64,False,Quality hold reduced finishing booth activity for one shift.
+4769,2024-01-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.842,False,Supervisory alert generated after three consecutive threshold breaches.
+4770,2024-01-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.599,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4771,2024-01-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4772,2024-01-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.303,False,Humidity baseline improved after seal replacement.
+4773,2024-01-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,SCADA backfill inserted two delayed telemetry points.
+4774,2024-01-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.657,False,Reliability engineer tagged sample window for model retraining.
+4775,2024-01-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.871,False,Unbalanced load introduced cyclical pressure ripple.
+4776,2024-01-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.032,False,Machine throughput increase drove sustained pressure uplift.
+4777,2024-01-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.036,False,Condensation warning cleared after dehumidifier ramp-up.
+4778,2024-01-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.615,False,Humidity baseline improved after seal replacement.
+4779,2024-01-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4780,2024-01-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.257,False,Sensor enclosure opened for manual calibration verification.
+4781,2024-01-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.845,False,Reliability engineer tagged sample window for model retraining.
+4782,2024-01-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.853,False,Thermal overshoot event coincided with recipe change on furnace.
+4783,2024-01-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.013,False,Humidity readings track seasonal rise across late spring.
+4784,2024-01-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.313,False,Quality team requested trace review for lot 24-118B.
+4785,2024-01-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.453,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4786,2024-01-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.323,False,Pressure line purge completed before restart authorization.
+4787,2024-01-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.903,False,Machine throughput increase drove sustained pressure uplift.
+4788,2024-01-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.13,False,Vibration harmonics broadened during extended production run.
+4789,2024-01-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Shift handoff note referenced unusual noise near press enclosure.
+4790,2024-01-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.057,False,SCADA backfill inserted two delayed telemetry points.
+4791,2024-01-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.617,False,Pressure line purge completed before restart authorization.
+4792,2024-01-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.978,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4793,2024-01-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.652,False,Calibration check overdue by 11 days for press-line transducer.
+4794,2024-01-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.405,False,Maintenance note logged for coupling imbalance inspection.
+4795,2024-01-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.664,False,Edge collector replayed buffered events after network recovery.
+4796,2024-01-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.061,False,Humidity excursion near finishing booth during coating run.
+4797,2024-01-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.882,False,SCADA backfill inserted two delayed telemetry points.
+4798,2024-01-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.387,False,Anomaly review flagged possible bearing wear progression.
+4799,2024-01-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.664,False,Transient outlier matched forklift impact near cabinet wall.
+4800,2024-01-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.122,False,Vibration burst exceeds envelope during tool change cycle.
+4801,2024-01-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.407,False,Reliability engineer tagged sample window for model retraining.
+4802,2024-01-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.83,False,Thermal ramp exceeded expected warmup curve before shift start.
+4803,2024-01-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.462,False,Packaging line stop reduced adjacent vibration background.
+4804,2024-01-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.109,False,Pressure settled back to nominal after valve reseat.
+4805,2024-01-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Humidity excursion near finishing booth during coating run.
+4806,2024-01-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.622,False,Sensor enclosure opened for manual calibration verification.
+4807,2024-01-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.93,False,Operator reported intermittent chatter on machine CNC-04.
+4808,2024-01-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.075,False,Telemetry quality flag downgraded during sensor self-test window.
+4809,2024-01-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.042,False,Edge collector replayed buffered events after network recovery.
+4810,2024-01-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.346,False,Pressure line purge completed before restart authorization.
+4811,2024-01-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.325,False,Air handler maintenance reduced humidity variance on finishing line.
+4812,2024-01-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.957,False,Hydraulic line pressure oscillation detected under load.
+4813,2024-01-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Quality team requested trace review for lot 24-118B.
+4814,2024-01-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.285,False,Temperature variance narrowed after coolant nozzle cleaning.
+4815,2024-01-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.827,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4816,2024-01-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.339,False,Shift handoff note referenced unusual noise near press enclosure.
+4817,2024-01-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.611,False,Sensor battery health remains nominal after firmware update.
+4818,2024-01-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.469,False,Humidity readings track seasonal rise across late spring.
+4819,2024-01-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.092,False,Hydraulic line pressure oscillation detected under load.
+4820,2024-01-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.906,False,Machine throughput increase drove sustained pressure uplift.
+4821,2024-01-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.942,False,Air handler maintenance reduced humidity variance on finishing line.
+4822,2024-01-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.45,False,Pressure settled back to nominal after valve reseat.
+4823,2024-01-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.424,False,Maintenance crew confirmed lubrication interval was missed.
+4824,2024-01-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.178,False,Sensor signal clipping observed during startup surge.
+4825,2024-01-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Air handler maintenance reduced humidity variance on finishing line.
+4826,2024-01-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.074,False,Temperature remained elevated during unscheduled overtime run.
+4827,2024-01-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.057,False,Coolant loop adjustment reduced chamber temperature spread.
+4828,2024-01-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.528,False,Sensor battery health remains nominal after firmware update.
+4829,2024-01-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.816,False,Sensor heartbeat delayed by one interval after gateway retry.
+4830,2024-01-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.839,False,Vibration harmonics broadened during extended production run.
+4831,2024-01-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.943,False,Sensor signal clipping observed during startup surge.
+4832,2024-01-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.552,False,Thermal ramp exceeded expected warmup curve before shift start.
+4833,2024-01-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4834,2024-01-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.332,False,Press cycle dwell time lengthened during high-volume batch.
+4835,2024-01-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.314,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4836,2024-01-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.665,False,Maintenance scheduler deferred calibration due to spare shortage.
+4837,2024-01-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.72,False,Sensor battery health remains nominal after firmware update.
+4838,2024-01-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.151,False,Press cycle dwell time lengthened during high-volume batch.
+4839,2024-01-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.955,False,Edge collector replayed buffered events after network recovery.
+4840,2024-01-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.548,False,Sensor enclosure opened for manual calibration verification.
+4841,2024-01-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Temporary gateway failover completed without data loss.
+4842,2024-01-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.908,False,Humidity readings track seasonal rise across late spring.
+4843,2024-01-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Transient outlier matched forklift impact near cabinet wall.
+4844,2024-01-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.59,False,Thermal overshoot event coincided with recipe change on furnace.
+4845,2024-01-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Humidity excursion near finishing booth during coating run.
+4846,2024-01-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.068,False,Air handler maintenance reduced humidity variance on finishing line.
+4847,2024-01-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.655,False,Pressure settled back to nominal after valve reseat.
+4848,2024-01-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.192,False,Temperature variance narrowed after coolant nozzle cleaning.
+4849,2024-01-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Hydraulic line pressure oscillation detected under load.
+4850,2024-01-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.786,False,Sensor enclosure opened for manual calibration verification.
+4851,2024-01-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Shift handoff note referenced unusual noise near press enclosure.
+4852,2024-01-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.428,False,Thermal ramp exceeded expected warmup curve before shift start.
+4853,2024-01-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4854,2024-01-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.278,False,Sensor heartbeat delayed by one interval after gateway retry.
+4855,2024-01-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.983,False,Reliability engineer tagged sample window for model retraining.
+4856,2024-01-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.745,False,Air handler maintenance reduced humidity variance on finishing line.
+4857,2024-01-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Humidity readings track seasonal rise across late spring.
+4858,2024-01-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.062,False,Transient outlier matched forklift impact near cabinet wall.
+4859,2024-01-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.521,False,Anomaly review flagged possible bearing wear progression.
+4860,2024-01-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.065,False,Calibration check overdue by 11 days for press-line transducer.
+4861,2024-01-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.001,False,Sensor enclosure opened for manual calibration verification.
+4862,2024-01-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.513,False,Bearing temperature rising faster than baseline on spindle cell.
+4863,2024-01-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.818,False,Warning threshold updated for pilot predictive-maintenance model.
+4864,2024-01-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.312,False,Air handler maintenance reduced humidity variance on finishing line.
+4865,2024-01-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.183,False,Warning threshold updated for pilot predictive-maintenance model.
+4866,2024-01-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.782,False,Quality team requested trace review for lot 24-118B.
+4867,2024-01-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.827,False,Reliability engineer tagged sample window for model retraining.
+4868,2024-01-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.32,False,Press cycle dwell time lengthened during high-volume batch.
+4869,2024-01-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Temporary gateway failover completed without data loss.
+4870,2024-01-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.441,False,Sensor heartbeat delayed by one interval after gateway retry.
+4871,2024-01-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.113,False,Humidity baseline improved after seal replacement.
+4872,2024-01-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.694,False,Thermal overshoot event coincided with recipe change on furnace.
+4873,2024-01-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.757,False,Air handler maintenance reduced humidity variance on finishing line.
+4874,2024-01-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.981,False,Coolant loop adjustment reduced chamber temperature spread.
+4875,2024-01-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Sensor battery health remains nominal after firmware update.
+4876,2024-01-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.795,False,Short-lived packet loss observed at edge gateway gw-02.
+4877,2024-01-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.66,False,Sensor battery health remains nominal after firmware update.
+4878,2024-01-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.094,False,Air handler maintenance reduced humidity variance on finishing line.
+4879,2024-01-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.534,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4880,2024-01-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.127,False,Pressure peak corresponds to oversized billet batch processing.
+4881,2024-01-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+4882,2024-01-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.46,False,Coolant loop adjustment reduced chamber temperature spread.
+4883,2024-01-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Night shift startup produced higher than normal vibration floor.
+4884,2024-01-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.255,False,Vibration harmonics broadened during extended production run.
+4885,2024-01-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.723,False,Short-lived packet loss observed at edge gateway gw-02.
+4886,2024-01-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.58,False,Humidity readings track seasonal rise across late spring.
+4887,2024-01-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.109,False,Thermal overshoot event coincided with recipe change on furnace.
+4888,2024-01-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.133,False,Hydraulic line pressure oscillation detected under load.
+4889,2024-01-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Pressure line purge completed before restart authorization.
+4890,2024-01-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.607,False,Sensor enclosure opened for manual calibration verification.
+4891,2024-01-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Anomaly review flagged possible bearing wear progression.
+4892,2024-01-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.907,False,Maintenance crew confirmed lubrication interval was missed.
+4893,2024-01-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.672,False,Condensation warning cleared after dehumidifier ramp-up.
+4894,2024-01-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.527,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4895,2024-01-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.366,False,Unbalanced load introduced cyclical pressure ripple.
+4896,2024-01-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.751,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4897,2024-01-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.337,False,Pressure peak corresponds to oversized billet batch processing.
+4898,2024-01-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.52,False,Humidity excursion near finishing booth during coating run.
+4899,2024-01-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.152,False,Humidity excursion near finishing booth during coating run.
+4900,2024-01-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.633,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4901,2024-01-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.555,False,Edge collector replayed buffered events after network recovery.
+4902,2024-01-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.607,False,Thermal overshoot event coincided with recipe change on furnace.
+4903,2024-01-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.348,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4904,2024-01-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.33,False,Maintenance crew confirmed lubrication interval was missed.
+4905,2024-01-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4906,2024-01-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.254,False,Packaging line stop reduced adjacent vibration background.
+4907,2024-01-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.304,False,Air handler maintenance reduced humidity variance on finishing line.
+4908,2024-01-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.277,False,Operator reset acknowledged after red-tag inspection.
+4909,2024-01-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.56,False,Condensation warning cleared after dehumidifier ramp-up.
+4910,2024-01-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.752,False,Humidity climbed during dock-door open period in afternoon shift.
+4911,2024-01-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.183,False,Maintenance scheduler deferred calibration due to spare shortage.
+4912,2024-01-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.816,False,Transient outlier matched forklift impact near cabinet wall.
+4913,2024-01-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Calibration check overdue by 11 days for press-line transducer.
+4914,2024-01-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.162,False,Telemetry quality flag downgraded during sensor self-test window.
+4915,2024-01-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.798,False,Humidity climbed during dock-door open period in afternoon shift.
+4916,2024-01-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.022,False,Short-lived packet loss observed at edge gateway gw-02.
+4917,2024-01-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Operator reset acknowledged after red-tag inspection.
+4918,2024-01-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.446,False,SCADA backfill inserted two delayed telemetry points.
+4919,2024-01-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,10.126,False,Operator reported intermittent chatter on machine CNC-04.
+4920,2024-01-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.744,False,Quality hold reduced finishing booth activity for one shift.
+4921,2024-01-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.148,False,Supervisory alert generated after three consecutive threshold breaches.
+4922,2024-01-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.396,False,Dust extraction fan offline for 18 minutes on line finishing.
+4923,2024-01-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.179,False,Dust extraction fan offline for 18 minutes on line finishing.
+4924,2024-01-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.055,False,Warning threshold updated for pilot predictive-maintenance model.
+4925,2024-01-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4926,2024-01-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.455,False,Night shift startup produced higher than normal vibration floor.
+4927,2024-01-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.361,False,Humidity readings track seasonal rise across late spring.
+4928,2024-01-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.458,False,Machine throughput increase drove sustained pressure uplift.
+4929,2024-01-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Calibration check overdue by 11 days for press-line transducer.
+4930,2024-01-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.331,False,Transient outlier matched forklift impact near cabinet wall.
+4931,2024-01-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.519,False,Maintenance crew confirmed lubrication interval was missed.
+4932,2024-01-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.957,False,Sensor signal clipping observed during startup surge.
+4933,2024-01-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.932,False,Calibration check overdue by 11 days for press-line transducer.
+4934,2024-01-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.669,False,Warning threshold updated for pilot predictive-maintenance model.
+4935,2024-01-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.253,False,Temperature variance narrowed after coolant nozzle cleaning.
+4936,2024-01-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.675,False,Temporary gateway failover completed without data loss.
+4937,2024-01-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.137,False,Anomaly review flagged possible bearing wear progression.
+4938,2024-01-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.285,False,Temperature remained elevated during unscheduled overtime run.
+4939,2024-01-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.082,False,Pressure peak corresponds to oversized billet batch processing.
+4940,2024-01-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.469,False,Humidity climbed during dock-door open period in afternoon shift.
+4941,2024-01-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Compressed air fluctuation introduced pressure noise for two cycles.
+4942,2024-01-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.081,False,Edge collector replayed buffered events after network recovery.
+4943,2024-01-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.081,False,Humidity climbed during dock-door open period in afternoon shift.
+4944,2024-01-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.526,False,Telemetry quality flag downgraded during sensor self-test window.
+4945,2024-01-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.362,False,Night shift startup produced higher than normal vibration floor.
+4946,2024-01-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.196,False,Shift handoff note referenced unusual noise near press enclosure.
+4947,2024-01-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Anomaly review flagged possible bearing wear progression.
+4948,2024-01-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.281,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4949,2024-01-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Humidity climbed during dock-door open period in afternoon shift.
+4950,2024-01-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.013,False,Quality team requested trace review for lot 24-118B.
+4951,2024-01-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.837,False,Pressure settled back to nominal after valve reseat.
+4952,2024-01-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.838,False,Press cycle dwell time lengthened during high-volume batch.
+4953,2024-01-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.703,False,Sensor heartbeat delayed by one interval after gateway retry.
+4954,2024-01-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.088,False,Shift handoff note referenced unusual noise near press enclosure.
+4955,2024-01-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.459,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4956,2024-01-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.823,False,Dust extraction fan offline for 18 minutes on line finishing.
+4957,2024-01-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.745,False,Operator reset acknowledged after red-tag inspection.
+4958,2024-01-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.189,False,Hydraulic line pressure oscillation detected under load.
+4959,2024-01-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.006,False,Machine throughput increase drove sustained pressure uplift.
+4960,2024-01-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.499,False,Humidity climbed during dock-door open period in afternoon shift.
+4961,2024-01-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.289,False,Operator reset acknowledged after red-tag inspection.
+4962,2024-01-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.303,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4963,2024-01-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.942,False,Quality hold reduced finishing booth activity for one shift.
+4964,2024-01-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.7,False,Pressure line purge completed before restart authorization.
+4965,2024-01-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.75,False,Machine throughput increase drove sustained pressure uplift.
+4966,2024-01-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.894,False,Pressure peak corresponds to oversized billet batch processing.
+4967,2024-01-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.5,False,Sensor enclosure opened for manual calibration verification.
+4968,2024-01-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.441,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4969,2024-01-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.187,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4970,2024-01-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.636,False,Pressure line purge completed before restart authorization.
+4971,2024-01-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.072,False,Pressure settled back to nominal after valve reseat.
+4972,2024-01-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+4973,2024-01-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.684,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4974,2024-01-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.111,False,Maintenance scheduler deferred calibration due to spare shortage.
+4975,2024-01-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.034,False,Unbalanced load introduced cyclical pressure ripple.
+4976,2024-01-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.952,False,Humidity baseline improved after seal replacement.
+4977,2024-01-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.325,False,Anomaly review flagged possible bearing wear progression.
+4978,2024-01-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.653,False,Heat-treat furnace door cycling increased localized temperature spikes.
+4979,2024-01-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.989,False,Vibration baseline recovered after tool holder replacement.
+4980,2024-01-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.419,False,Calibration check overdue by 11 days for press-line transducer.
+4981,2024-01-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.635,False,Pressure line purge completed before restart authorization.
+4982,2024-01-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.92,False,Condensation warning cleared after dehumidifier ramp-up.
+4983,2024-01-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.3,False,Sensor signal clipping observed during startup surge.
+4984,2024-01-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.505,False,Machine idle period extended during planned sanitation window.
+4985,2024-01-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.743,False,Pressure peak corresponds to oversized billet batch processing.
+4986,2024-01-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.912,False,Quality team requested trace review for lot 24-118B.
+4987,2024-01-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.385,False,Humidity climbed during dock-door open period in afternoon shift.
+4988,2024-01-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.457,False,Pressure settled back to nominal after valve reseat.
+4989,2024-01-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Sensor 3 drift suspected after cross-check with manual gauge.
+4990,2024-01-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.97,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+4991,2024-01-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.895,False,Sensor battery health remains nominal after firmware update.
+4992,2024-01-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.695,False,Short-lived packet loss observed at edge gateway gw-02.
+4993,2024-01-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Humidity readings track seasonal rise across late spring.
+4994,2024-01-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.228,False,Quality hold reduced finishing booth activity for one shift.
+4995,2024-01-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.553,False,Sensor heartbeat delayed by one interval after gateway retry.
+4996,2024-01-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.986,False,Anomaly review flagged possible bearing wear progression.
+4997,2024-01-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Humidity excursion near finishing booth during coating run.
+4998,2024-01-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.116,False,Reliability engineer tagged sample window for model retraining.
+4999,2024-01-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Temporary gateway failover completed without data loss.
+5000,2024-01-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.167,False,Bearing temperature rising faster than baseline on spindle cell.
+5001,2024-01-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.935,False,Thermal overshoot event coincided with recipe change on furnace.
+5002,2024-01-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.939,False,Humidity readings track seasonal rise across late spring.
+5003,2024-01-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Vibration harmonics broadened during extended production run.
+5004,2024-01-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.193,False,Bearing temperature rising faster than baseline on spindle cell.
+5005,2024-01-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Edge collector replayed buffered events after network recovery.
+5006,2024-01-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5007,2024-01-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Quality hold reduced finishing booth activity for one shift.
+5008,2024-01-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.656,False,Bearing temperature rising faster than baseline on spindle cell.
+5009,2024-01-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5010,2024-01-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.875,False,Machine throughput increase drove sustained pressure uplift.
+5011,2024-01-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Humidity readings track seasonal rise across late spring.
+5012,2024-01-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.147,False,Maintenance note logged for coupling imbalance inspection.
+5013,2024-01-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5014,2024-01-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.629,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5015,2024-01-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Telemetry quality flag downgraded during sensor self-test window.
+5016,2024-01-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.035,False,Vibration burst exceeds envelope during tool change cycle.
+5017,2024-01-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Telemetry quality flag downgraded during sensor self-test window.
+5018,2024-01-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.563,False,Bearing temperature rising faster than baseline on spindle cell.
+5019,2024-01-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.564,False,Coolant loop adjustment reduced chamber temperature spread.
+5020,2024-01-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.904,False,Unbalanced load introduced cyclical pressure ripple.
+5021,2024-01-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Vibration baseline recovered after tool holder replacement.
+5022,2024-01-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.403,False,Warning threshold updated for pilot predictive-maintenance model.
+5023,2024-01-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.179,False,Vibration baseline recovered after tool holder replacement.
+5024,2024-01-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.683,False,Maintenance note logged for coupling imbalance inspection.
+5025,2024-01-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Quality hold reduced finishing booth activity for one shift.
+5026,2024-01-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.369,False,Shift handoff note referenced unusual noise near press enclosure.
+5027,2024-01-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Temporary gateway failover completed without data loss.
+5028,2024-01-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.447,False,Calibration check overdue by 11 days for press-line transducer.
+5029,2024-01-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Sensor heartbeat delayed by one interval after gateway retry.
+5030,2024-01-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.705,False,Machine idle period extended during planned sanitation window.
+5031,2024-01-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.028,False,Humidity excursion near finishing booth during coating run.
+5032,2024-01-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.468,False,Temperature remained elevated during unscheduled overtime run.
+5033,2024-01-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,Thermal overshoot event coincided with recipe change on furnace.
+5034,2024-01-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.884,False,SCADA backfill inserted two delayed telemetry points.
+5035,2024-01-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Machine throughput increase drove sustained pressure uplift.
+5036,2024-01-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.538,False,Sensor enclosure opened for manual calibration verification.
+5037,2024-01-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5038,2024-01-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.079,False,Supervisory alert generated after three consecutive threshold breaches.
+5039,2024-01-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.599,False,Reliability engineer tagged sample window for model retraining.
+5040,2024-01-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.097,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5041,2024-01-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.731,False,Humidity excursion near finishing booth during coating run.
+5042,2024-01-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.987,False,Shift handoff note referenced unusual noise near press enclosure.
+5043,2024-01-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.302,False,Vibration baseline recovered after tool holder replacement.
+5044,2024-01-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.608,False,Operator reported intermittent chatter on machine CNC-04.
+5045,2024-01-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Vibration harmonics broadened during extended production run.
+5046,2024-01-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.128,False,Vibration burst exceeds envelope during tool change cycle.
+5047,2024-01-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.315,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5048,2024-01-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.242,False,Dust extraction fan offline for 18 minutes on line finishing.
+5049,2024-01-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,SCADA backfill inserted two delayed telemetry points.
+5050,2024-01-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.314,False,Short-lived packet loss observed at edge gateway gw-02.
+5051,2024-01-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.52,False,Sensor battery health remains nominal after firmware update.
+5052,2024-01-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.078,False,Calibration check overdue by 11 days for press-line transducer.
+5053,2024-01-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.468,False,Machine idle period extended during planned sanitation window.
+5054,2024-01-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.205,False,Night shift startup produced higher than normal vibration floor.
+5055,2024-01-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Quality hold reduced finishing booth activity for one shift.
+5056,2024-01-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.398,False,Vibration burst exceeds envelope during tool change cycle.
+5057,2024-01-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.485,False,Sensor heartbeat delayed by one interval after gateway retry.
+5058,2024-01-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.914,False,Condensation warning cleared after dehumidifier ramp-up.
+5059,2024-01-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.191,False,Maintenance scheduler deferred calibration due to spare shortage.
+5060,2024-01-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.148,False,Condensation warning cleared after dehumidifier ramp-up.
+5061,2024-01-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.332,False,Anomaly review flagged possible bearing wear progression.
+5062,2024-01-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.513,False,Bearing temperature rising faster than baseline on spindle cell.
+5063,2024-01-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.257,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5064,2024-01-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.533,False,Calibration check overdue by 11 days for press-line transducer.
+5065,2024-01-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.065,False,Night shift startup produced higher than normal vibration floor.
+5066,2024-01-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.588,False,Pressure line purge completed before restart authorization.
+5067,2024-01-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.274,False,Quality hold reduced finishing booth activity for one shift.
+5068,2024-01-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.525,False,Machine throughput increase drove sustained pressure uplift.
+5069,2024-01-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.648,False,Hydraulic line pressure oscillation detected under load.
+5070,2024-01-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.218,False,Short-lived packet loss observed at edge gateway gw-02.
+5071,2024-01-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.78,False,Sensor heartbeat delayed by one interval after gateway retry.
+5072,2024-01-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.859,False,Humidity readings track seasonal rise across late spring.
+5073,2024-01-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.066,False,Thermal ramp exceeded expected warmup curve before shift start.
+5074,2024-01-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.565,False,Pressure peak corresponds to oversized billet batch processing.
+5075,2024-01-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.23,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5076,2024-01-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.705,False,Sensor enclosure opened for manual calibration verification.
+5077,2024-01-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Vibration baseline recovered after tool holder replacement.
+5078,2024-01-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.166,False,Humidity readings track seasonal rise across late spring.
+5079,2024-01-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.547,False,Quality hold reduced finishing booth activity for one shift.
+5080,2024-01-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.877,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5081,2024-01-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Operator reported intermittent chatter on machine CNC-04.
+5082,2024-01-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5083,2024-01-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.33,False,Telemetry quality flag downgraded during sensor self-test window.
+5084,2024-01-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.276,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5085,2024-01-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.184,False,SCADA backfill inserted two delayed telemetry points.
+5086,2024-01-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.036,False,Temperature remained elevated during unscheduled overtime run.
+5087,2024-01-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.222,False,Coolant loop adjustment reduced chamber temperature spread.
+5088,2024-01-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.167,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5089,2024-01-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.443,False,Operator reset acknowledged after red-tag inspection.
+5090,2024-01-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.862,False,Quality hold reduced finishing booth activity for one shift.
+5091,2024-01-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.376,False,Thermal ramp exceeded expected warmup curve before shift start.
+5092,2024-01-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.922,False,Operator reset acknowledged after red-tag inspection.
+5093,2024-01-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.487,False,Maintenance note logged for coupling imbalance inspection.
+5094,2024-01-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.176,False,Machine throughput increase drove sustained pressure uplift.
+5095,2024-01-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.418,False,Condensation warning cleared after dehumidifier ramp-up.
+5096,2024-01-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.35,False,Humidity baseline improved after seal replacement.
+5097,2024-01-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.13,False,Humidity readings track seasonal rise across late spring.
+5098,2024-01-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.649,False,Warning threshold updated for pilot predictive-maintenance model.
+5099,2024-01-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.988,False,Humidity baseline improved after seal replacement.
+5100,2024-01-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.421,False,Edge collector replayed buffered events after network recovery.
+5101,2024-01-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Pressure settled back to nominal after valve reseat.
+5102,2024-01-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.855,False,Thermal overshoot event coincided with recipe change on furnace.
+5103,2024-01-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.628,False,Sensor enclosure opened for manual calibration verification.
+5104,2024-01-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.858,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5105,2024-01-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Machine throughput increase drove sustained pressure uplift.
+5106,2024-01-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.398,False,Humidity readings track seasonal rise across late spring.
+5107,2024-01-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.82,False,Telemetry quality flag downgraded during sensor self-test window.
+5108,2024-01-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.06,False,Warning threshold updated for pilot predictive-maintenance model.
+5109,2024-01-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.221,False,Thermal overshoot event coincided with recipe change on furnace.
+5110,2024-01-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.103,False,Dust extraction fan offline for 18 minutes on line finishing.
+5111,2024-01-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Maintenance scheduler deferred calibration due to spare shortage.
+5112,2024-01-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.368,False,Sensor heartbeat delayed by one interval after gateway retry.
+5113,2024-01-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5114,2024-01-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.884,False,SCADA backfill inserted two delayed telemetry points.
+5115,2024-01-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.831,False,Pressure settled back to nominal after valve reseat.
+5116,2024-01-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.98,False,Sensor signal clipping observed during startup surge.
+5117,2024-01-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Machine idle period extended during planned sanitation window.
+5118,2024-01-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.564,False,Press cycle dwell time lengthened during high-volume batch.
+5119,2024-01-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.722,False,Thermal ramp exceeded expected warmup curve before shift start.
+5120,2024-01-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.189,False,Sensor enclosure opened for manual calibration verification.
+5121,2024-01-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.456,False,Unbalanced load introduced cyclical pressure ripple.
+5122,2024-01-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.028,False,Short-lived packet loss observed at edge gateway gw-02.
+5123,2024-01-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.558,False,Telemetry quality flag downgraded during sensor self-test window.
+5124,2024-01-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.088,False,Pressure line purge completed before restart authorization.
+5125,2024-01-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.389,False,Air handler maintenance reduced humidity variance on finishing line.
+5126,2024-01-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Operator reset acknowledged after red-tag inspection.
+5127,2024-01-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.584,False,Humidity baseline improved after seal replacement.
+5128,2024-01-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.546,False,Condensation warning cleared after dehumidifier ramp-up.
+5129,2024-01-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.218,False,Thermal ramp exceeded expected warmup curve before shift start.
+5130,2024-01-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.054,False,Supervisory alert generated after three consecutive threshold breaches.
+5131,2024-01-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.94,False,Air handler maintenance reduced humidity variance on finishing line.
+5132,2024-01-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.355,False,Operator reported intermittent chatter on machine CNC-04.
+5133,2024-01-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.322,False,Operator reset acknowledged after red-tag inspection.
+5134,2024-01-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.132,False,Vibration burst exceeds envelope during tool change cycle.
+5135,2024-01-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.741,False,Pressure settled back to nominal after valve reseat.
+5136,2024-01-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.781,False,Vibration burst exceeds envelope during tool change cycle.
+5137,2024-01-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Sensor signal clipping observed during startup surge.
+5138,2024-01-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.337,False,Pressure peak corresponds to oversized billet batch processing.
+5139,2024-01-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.508,False,Temperature variance narrowed after coolant nozzle cleaning.
+5140,2024-01-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.882,False,Reliability engineer tagged sample window for model retraining.
+5141,2024-01-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5142,2024-01-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.462,False,Coolant loop adjustment reduced chamber temperature spread.
+5143,2024-01-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.591,False,Bearing temperature rising faster than baseline on spindle cell.
+5144,2024-01-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.995,False,Pressure line purge completed before restart authorization.
+5145,2024-01-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.419,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5146,2024-01-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.173,False,Maintenance crew confirmed lubrication interval was missed.
+5147,2024-01-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Packaging line stop reduced adjacent vibration background.
+5148,2024-01-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.585,False,Pressure peak corresponds to oversized billet batch processing.
+5149,2024-01-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Edge collector replayed buffered events after network recovery.
+5150,2024-01-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.389,False,Pressure settled back to nominal after valve reseat.
+5151,2024-01-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.968,False,Press cycle dwell time lengthened during high-volume batch.
+5152,2024-01-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.848,False,Machine idle period extended during planned sanitation window.
+5153,2024-01-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.908,False,Vibration baseline recovered after tool holder replacement.
+5154,2024-01-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.772,False,Sensor battery health remains nominal after firmware update.
+5155,2024-01-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.431,False,Vibration burst exceeds envelope during tool change cycle.
+5156,2024-01-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.86,False,Coolant loop adjustment reduced chamber temperature spread.
+5157,2024-01-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.614,False,Hydraulic line pressure oscillation detected under load.
+5158,2024-01-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.538,False,Pressure line purge completed before restart authorization.
+5159,2024-01-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Operator reset acknowledged after red-tag inspection.
+5160,2024-01-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.109,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5161,2024-01-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.142,False,Sensor enclosure opened for manual calibration verification.
+5162,2024-01-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.671,False,Anomaly review flagged possible bearing wear progression.
+5163,2024-01-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5164,2024-01-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.223,False,Pressure line purge completed before restart authorization.
+5165,2024-01-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.906,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5166,2024-01-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.018,False,Supervisory alert generated after three consecutive threshold breaches.
+5167,2024-01-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.644,False,Thermal overshoot event coincided with recipe change on furnace.
+5168,2024-01-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.19,False,Pressure peak corresponds to oversized billet batch processing.
+5169,2024-01-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Quality team requested trace review for lot 24-118B.
+5170,2024-01-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.851,False,Sensor battery health remains nominal after firmware update.
+5171,2024-01-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.916,False,Night shift startup produced higher than normal vibration floor.
+5172,2024-01-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.661,False,Unbalanced load introduced cyclical pressure ripple.
+5173,2024-01-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.531,False,Temperature remained elevated during unscheduled overtime run.
+5174,2024-01-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.033,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5175,2024-01-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5176,2024-01-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.78,False,Maintenance scheduler deferred calibration due to spare shortage.
+5177,2024-01-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.58,False,Vibration baseline recovered after tool holder replacement.
+5178,2024-01-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.737,False,Short-lived packet loss observed at edge gateway gw-02.
+5179,2024-01-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Coolant loop adjustment reduced chamber temperature spread.
+5180,2024-01-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.418,False,Sensor heartbeat delayed by one interval after gateway retry.
+5181,2024-01-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.205,False,Machine idle period extended during planned sanitation window.
+5182,2024-01-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.177,False,SCADA backfill inserted two delayed telemetry points.
+5183,2024-01-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.497,False,Maintenance scheduler deferred calibration due to spare shortage.
+5184,2024-01-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.569,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5185,2024-01-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Vibration burst exceeds envelope during tool change cycle.
+5186,2024-01-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.735,False,SCADA backfill inserted two delayed telemetry points.
+5187,2024-01-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.193,False,Shift handoff note referenced unusual noise near press enclosure.
+5188,2024-01-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.783,False,Operator reported intermittent chatter on machine CNC-04.
+5189,2024-01-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Shift handoff note referenced unusual noise near press enclosure.
+5190,2024-01-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.941,False,Pressure peak corresponds to oversized billet batch processing.
+5191,2024-01-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5192,2024-01-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.306,False,Humidity baseline improved after seal replacement.
+5193,2024-01-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Warning threshold updated for pilot predictive-maintenance model.
+5194,2024-01-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.404,False,Press cycle dwell time lengthened during high-volume batch.
+5195,2024-01-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5196,2024-01-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.397,False,Temperature variance narrowed after coolant nozzle cleaning.
+5197,2024-01-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.349,False,Temperature remained elevated during unscheduled overtime run.
+5198,2024-01-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.975,False,Packaging line stop reduced adjacent vibration background.
+5199,2024-01-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.443,False,Transient outlier matched forklift impact near cabinet wall.
+5200,2024-01-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.305,False,Machine throughput increase drove sustained pressure uplift.
+5201,2024-01-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.766,False,Vibration baseline recovered after tool holder replacement.
+5202,2024-01-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.74,False,Sensor enclosure opened for manual calibration verification.
+5203,2024-01-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Machine idle period extended during planned sanitation window.
+5204,2024-01-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.92,False,Temperature remained elevated during unscheduled overtime run.
+5205,2024-01-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.037,False,Bearing temperature rising faster than baseline on spindle cell.
+5206,2024-01-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.165,False,Temporary gateway failover completed without data loss.
+5207,2024-01-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.039,False,Coolant loop adjustment reduced chamber temperature spread.
+5208,2024-01-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.788,False,Operator reset acknowledged after red-tag inspection.
+5209,2024-01-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Machine idle period extended during planned sanitation window.
+5210,2024-01-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.961,False,Dust extraction fan offline for 18 minutes on line finishing.
+5211,2024-01-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.52,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5212,2024-01-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.561,False,Vibration baseline recovered after tool holder replacement.
+5213,2024-01-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.907,False,Temporary gateway failover completed without data loss.
+5214,2024-01-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.627,False,Hydraulic line pressure oscillation detected under load.
+5215,2024-01-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.71,False,Humidity readings track seasonal rise across late spring.
+5216,2024-01-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.424,False,Operator reset acknowledged after red-tag inspection.
+5217,2024-01-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5218,2024-01-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Hydraulic line pressure oscillation detected under load.
+5219,2024-01-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.09,False,Operator reported intermittent chatter on machine CNC-04.
+5220,2024-01-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.385,False,Supervisory alert generated after three consecutive threshold breaches.
+5221,2024-01-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5222,2024-01-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.19,False,Coolant loop adjustment reduced chamber temperature spread.
+5223,2024-01-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Humidity readings track seasonal rise across late spring.
+5224,2024-01-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.507,False,Coolant loop adjustment reduced chamber temperature spread.
+5225,2024-01-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Thermal ramp exceeded expected warmup curve before shift start.
+5226,2024-01-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.963,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5227,2024-01-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.285,False,Thermal ramp exceeded expected warmup curve before shift start.
+5228,2024-01-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.575,False,Vibration harmonics broadened during extended production run.
+5229,2024-01-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Air handler maintenance reduced humidity variance on finishing line.
+5230,2024-01-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.163,False,Short-lived packet loss observed at edge gateway gw-02.
+5231,2024-01-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.716,False,Dust extraction fan offline for 18 minutes on line finishing.
+5232,2024-01-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.327,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5233,2024-01-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.105,False,Temperature remained elevated during unscheduled overtime run.
+5234,2024-01-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.608,False,Edge collector replayed buffered events after network recovery.
+5235,2024-01-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.373,False,Humidity readings track seasonal rise across late spring.
+5236,2024-01-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.359,False,Sensor signal clipping observed during startup surge.
+5237,2024-01-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Sensor signal clipping observed during startup surge.
+5238,2024-01-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.049,False,Sensor signal clipping observed during startup surge.
+5239,2024-01-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,Temperature remained elevated during unscheduled overtime run.
+5240,2024-01-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.604,False,Operator reported intermittent chatter on machine CNC-04.
+5241,2024-01-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Humidity excursion near finishing booth during coating run.
+5242,2024-01-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.406,False,Pressure line purge completed before restart authorization.
+5243,2024-01-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Anomaly review flagged possible bearing wear progression.
+5244,2024-01-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.919,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5245,2024-01-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.006,False,Packaging line stop reduced adjacent vibration background.
+5246,2024-01-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.983,False,Supervisory alert generated after three consecutive threshold breaches.
+5247,2024-01-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5248,2024-01-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.123,False,Supervisory alert generated after three consecutive threshold breaches.
+5249,2024-01-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,SCADA backfill inserted two delayed telemetry points.
+5250,2024-01-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.891,False,Maintenance note logged for coupling imbalance inspection.
+5251,2024-01-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5252,2024-01-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.677,False,Vibration burst exceeds envelope during tool change cycle.
+5253,2024-01-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.342,False,Telemetry quality flag downgraded during sensor self-test window.
+5254,2024-01-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.433,False,Sensor battery health remains nominal after firmware update.
+5255,2024-01-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.631,False,Pressure peak corresponds to oversized billet batch processing.
+5256,2024-01-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.844,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5257,2024-01-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.124,False,Machine throughput increase drove sustained pressure uplift.
+5258,2024-01-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.764,False,Calibration check overdue by 11 days for press-line transducer.
+5259,2024-01-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5260,2024-01-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.205,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5261,2024-01-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Air handler maintenance reduced humidity variance on finishing line.
+5262,2024-01-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.674,False,Sensor enclosure opened for manual calibration verification.
+5263,2024-01-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.34,False,Condensation warning cleared after dehumidifier ramp-up.
+5264,2024-01-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.244,False,Sensor heartbeat delayed by one interval after gateway retry.
+5265,2024-01-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Dust extraction fan offline for 18 minutes on line finishing.
+5266,2024-01-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5267,2024-01-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Pressure line purge completed before restart authorization.
+5268,2024-01-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.522,False,Supervisory alert generated after three consecutive threshold breaches.
+5269,2024-01-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Pressure line purge completed before restart authorization.
+5270,2024-01-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.744,False,Reliability engineer tagged sample window for model retraining.
+5271,2024-01-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.254,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5272,2024-01-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.8,False,Hydraulic line pressure oscillation detected under load.
+5273,2024-01-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.022,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5274,2024-01-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.361,False,Vibration baseline recovered after tool holder replacement.
+5275,2024-01-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.814,False,Transient outlier matched forklift impact near cabinet wall.
+5276,2024-01-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.859,False,Air handler maintenance reduced humidity variance on finishing line.
+5277,2024-01-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Machine throughput increase drove sustained pressure uplift.
+5278,2024-01-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.145,False,Temperature variance narrowed after coolant nozzle cleaning.
+5279,2024-01-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.874,False,Pressure settled back to nominal after valve reseat.
+5280,2024-01-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.109,False,Temperature variance narrowed after coolant nozzle cleaning.
+5281,2024-01-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.616,False,Operator reset acknowledged after red-tag inspection.
+5282,2024-01-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.956,False,Unbalanced load introduced cyclical pressure ripple.
+5283,2024-01-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.021,False,Maintenance note logged for coupling imbalance inspection.
+5284,2024-01-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.361,False,Sensor enclosure opened for manual calibration verification.
+5285,2024-01-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.328,False,Unbalanced load introduced cyclical pressure ripple.
+5286,2024-01-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.95,False,Press cycle dwell time lengthened during high-volume batch.
+5287,2024-01-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.696,False,Telemetry quality flag downgraded during sensor self-test window.
+5288,2024-01-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.63,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5289,2024-01-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Transient outlier matched forklift impact near cabinet wall.
+5290,2024-01-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.999,False,Edge collector replayed buffered events after network recovery.
+5291,2024-01-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.491,False,Sensor signal clipping observed during startup surge.
+5292,2024-01-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.421,False,Night shift startup produced higher than normal vibration floor.
+5293,2024-01-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Maintenance crew confirmed lubrication interval was missed.
+5294,2024-01-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.55,False,Humidity readings track seasonal rise across late spring.
+5295,2024-01-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.966,False,Coolant loop adjustment reduced chamber temperature spread.
+5296,2024-01-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.957,False,Condensation warning cleared after dehumidifier ramp-up.
+5297,2024-01-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.586,False,Sensor battery health remains nominal after firmware update.
+5298,2024-01-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.667,False,Maintenance note logged for coupling imbalance inspection.
+5299,2024-01-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Press cycle dwell time lengthened during high-volume batch.
+5300,2024-01-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.506,False,SCADA backfill inserted two delayed telemetry points.
+5301,2024-01-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5302,2024-01-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.292,False,SCADA backfill inserted two delayed telemetry points.
+5303,2024-01-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Press cycle dwell time lengthened during high-volume batch.
+5304,2024-01-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.498,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5305,2024-01-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Press cycle dwell time lengthened during high-volume batch.
+5306,2024-01-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.288,False,Supervisory alert generated after three consecutive threshold breaches.
+5307,2024-01-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.666,False,Supervisory alert generated after three consecutive threshold breaches.
+5308,2024-01-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.926,False,Vibration baseline recovered after tool holder replacement.
+5309,2024-01-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Sensor signal clipping observed during startup surge.
+5310,2024-01-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.369,False,Telemetry quality flag downgraded during sensor self-test window.
+5311,2024-01-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Night shift startup produced higher than normal vibration floor.
+5312,2024-01-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.106,False,Sensor battery health remains nominal after firmware update.
+5313,2024-01-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.149,False,Sensor battery health remains nominal after firmware update.
+5314,2024-01-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.242,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5315,2024-01-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Air handler maintenance reduced humidity variance on finishing line.
+5316,2024-01-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.548,False,Operator reported intermittent chatter on machine CNC-04.
+5317,2024-01-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.099,False,Sensor battery health remains nominal after firmware update.
+5318,2024-01-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.424,False,Edge collector replayed buffered events after network recovery.
+5319,2024-01-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.939,False,Dust extraction fan offline for 18 minutes on line finishing.
+5320,2024-01-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.158,False,Machine idle period extended during planned sanitation window.
+5321,2024-01-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.479,False,Temperature remained elevated during unscheduled overtime run.
+5322,2024-01-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.628,False,Telemetry quality flag downgraded during sensor self-test window.
+5323,2024-01-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Shift handoff note referenced unusual noise near press enclosure.
+5324,2024-01-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.126,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5325,2024-01-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Anomaly review flagged possible bearing wear progression.
+5326,2024-01-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.222,False,Temporary gateway failover completed without data loss.
+5327,2024-01-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.467,False,Anomaly review flagged possible bearing wear progression.
+5328,2024-01-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.586,False,Transient outlier matched forklift impact near cabinet wall.
+5329,2024-01-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Telemetry quality flag downgraded during sensor self-test window.
+5330,2024-01-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.374,False,Packaging line stop reduced adjacent vibration background.
+5331,2024-01-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Hydraulic line pressure oscillation detected under load.
+5332,2024-01-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.517,False,Calibration check overdue by 11 days for press-line transducer.
+5333,2024-01-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Quality team requested trace review for lot 24-118B.
+5334,2024-01-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.437,False,Short-lived packet loss observed at edge gateway gw-02.
+5335,2024-01-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.066,False,Maintenance crew confirmed lubrication interval was missed.
+5336,2024-01-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.334,False,Reliability engineer tagged sample window for model retraining.
+5337,2024-01-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Dust extraction fan offline for 18 minutes on line finishing.
+5338,2024-01-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.532,False,Maintenance crew confirmed lubrication interval was missed.
+5339,2024-01-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.441,False,Shift handoff note referenced unusual noise near press enclosure.
+5340,2024-01-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.202,False,Telemetry quality flag downgraded during sensor self-test window.
+5341,2024-01-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Reliability engineer tagged sample window for model retraining.
+5342,2024-01-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.201,False,Quality hold reduced finishing booth activity for one shift.
+5343,2024-01-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Short-lived packet loss observed at edge gateway gw-02.
+5344,2024-01-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.071,False,Shift handoff note referenced unusual noise near press enclosure.
+5345,2024-01-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Short-lived packet loss observed at edge gateway gw-02.
+5346,2024-01-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.004,False,Packaging line stop reduced adjacent vibration background.
+5347,2024-01-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.936,False,Supervisory alert generated after three consecutive threshold breaches.
+5348,2024-01-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.642,False,Pressure peak corresponds to oversized billet batch processing.
+5349,2024-01-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Supervisory alert generated after three consecutive threshold breaches.
+5350,2024-01-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.7,False,Anomaly review flagged possible bearing wear progression.
+5351,2024-01-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.801,False,Vibration harmonics broadened during extended production run.
+5352,2024-01-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.345,False,Vibration baseline recovered after tool holder replacement.
+5353,2024-01-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.364,False,Packaging line stop reduced adjacent vibration background.
+5354,2024-01-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.689,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5355,2024-01-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Machine throughput increase drove sustained pressure uplift.
+5356,2024-01-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.996,False,Thermal ramp exceeded expected warmup curve before shift start.
+5357,2024-01-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Machine idle period extended during planned sanitation window.
+5358,2024-01-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.826,False,Humidity excursion near finishing booth during coating run.
+5359,2024-01-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.656,False,SCADA backfill inserted two delayed telemetry points.
+5360,2024-01-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.598,False,Temperature remained elevated during unscheduled overtime run.
+5361,2024-01-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.6,False,Dust extraction fan offline for 18 minutes on line finishing.
+5362,2024-01-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.362,False,Night shift startup produced higher than normal vibration floor.
+5363,2024-01-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.338,False,Press cycle dwell time lengthened during high-volume batch.
+5364,2024-01-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.435,False,Vibration baseline recovered after tool holder replacement.
+5365,2024-01-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.955,False,Condensation warning cleared after dehumidifier ramp-up.
+5366,2024-01-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.101,False,Pressure peak corresponds to oversized billet batch processing.
+5367,2024-01-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.343,False,Calibration check overdue by 11 days for press-line transducer.
+5368,2024-01-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.265,False,Short-lived packet loss observed at edge gateway gw-02.
+5369,2024-01-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Machine idle period extended during planned sanitation window.
+5370,2024-01-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.981,False,Maintenance scheduler deferred calibration due to spare shortage.
+5371,2024-01-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Transient outlier matched forklift impact near cabinet wall.
+5372,2024-01-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,39.21,False,Vibration harmonics broadened during extended production run.
+5373,2024-01-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Calibration check overdue by 11 days for press-line transducer.
+5374,2024-01-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.435,False,Temperature variance narrowed after coolant nozzle cleaning.
+5375,2024-01-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.517,False,Sensor heartbeat delayed by one interval after gateway retry.
+5376,2024-01-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.62,False,Quality team requested trace review for lot 24-118B.
+5377,2024-01-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Shift handoff note referenced unusual noise near press enclosure.
+5378,2024-01-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.823,False,Coolant loop adjustment reduced chamber temperature spread.
+5379,2024-01-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.654,False,Humidity excursion near finishing booth during coating run.
+5380,2024-01-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.67,False,Packaging line stop reduced adjacent vibration background.
+5381,2024-01-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Pressure peak corresponds to oversized billet batch processing.
+5382,2024-01-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.901,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5383,2024-01-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Vibration harmonics broadened during extended production run.
+5384,2024-01-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.058,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5385,2024-01-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.465,False,Calibration check overdue by 11 days for press-line transducer.
+5386,2024-01-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.723,False,Shift handoff note referenced unusual noise near press enclosure.
+5387,2024-01-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5388,2024-01-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.684,False,Machine throughput increase drove sustained pressure uplift.
+5389,2024-01-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Maintenance scheduler deferred calibration due to spare shortage.
+5390,2024-01-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.432,False,Edge collector replayed buffered events after network recovery.
+5391,2024-01-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.019,False,Supervisory alert generated after three consecutive threshold breaches.
+5392,2024-01-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.58,False,Short-lived packet loss observed at edge gateway gw-02.
+5393,2024-01-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.551,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5394,2024-01-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.726,False,Humidity excursion near finishing booth during coating run.
+5395,2024-01-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.658,False,Vibration burst exceeds envelope during tool change cycle.
+5396,2024-01-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.901,False,Vibration harmonics broadened during extended production run.
+5397,2024-01-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.326,False,Condensation warning cleared after dehumidifier ramp-up.
+5398,2024-01-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.86,False,Reliability engineer tagged sample window for model retraining.
+5399,2024-01-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.612,False,Temporary gateway failover completed without data loss.
+5400,2024-01-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.367,False,Coolant loop adjustment reduced chamber temperature spread.
+5401,2024-01-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.444,False,Sensor signal clipping observed during startup surge.
+5402,2024-01-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.055,False,Humidity climbed during dock-door open period in afternoon shift.
+5403,2024-01-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.335,False,Maintenance note logged for coupling imbalance inspection.
+5404,2024-01-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.848,False,Pressure peak corresponds to oversized billet batch processing.
+5405,2024-01-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Quality team requested trace review for lot 24-118B.
+5406,2024-01-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.729,False,Sensor battery health remains nominal after firmware update.
+5407,2024-01-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.7,False,Humidity climbed during dock-door open period in afternoon shift.
+5408,2024-01-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.938,False,Humidity baseline improved after seal replacement.
+5409,2024-01-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Telemetry quality flag downgraded during sensor self-test window.
+5410,2024-01-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.524,False,Humidity readings track seasonal rise across late spring.
+5411,2024-01-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.475,False,Transient outlier matched forklift impact near cabinet wall.
+5412,2024-01-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.292,False,Sensor signal clipping observed during startup surge.
+5413,2024-01-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5414,2024-01-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.098,False,Vibration harmonics broadened during extended production run.
+5415,2024-01-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.669,False,Temporary gateway failover completed without data loss.
+5416,2024-01-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.705,False,Thermal overshoot event coincided with recipe change on furnace.
+5417,2024-01-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5418,2024-01-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.502,False,Vibration burst exceeds envelope during tool change cycle.
+5419,2024-01-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.495,False,Short-lived packet loss observed at edge gateway gw-02.
+5420,2024-01-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.816,False,Machine throughput increase drove sustained pressure uplift.
+5421,2024-01-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5422,2024-01-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.542,False,Edge collector replayed buffered events after network recovery.
+5423,2024-01-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.976,False,Quality hold reduced finishing booth activity for one shift.
+5424,2024-01-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.093,False,Sensor heartbeat delayed by one interval after gateway retry.
+5425,2024-01-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.836,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5426,2024-01-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.337,False,SCADA backfill inserted two delayed telemetry points.
+5427,2024-01-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.238,False,SCADA backfill inserted two delayed telemetry points.
+5428,2024-01-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.001,False,Bearing temperature rising faster than baseline on spindle cell.
+5429,2024-01-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.063,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5430,2024-01-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.5,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5431,2024-01-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.94,False,Quality team requested trace review for lot 24-118B.
+5432,2024-01-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.913,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5433,2024-01-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.646,False,Humidity climbed during dock-door open period in afternoon shift.
+5434,2024-01-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.401,False,Maintenance note logged for coupling imbalance inspection.
+5435,2024-01-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5436,2024-01-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.445,False,Operator reported intermittent chatter on machine CNC-04.
+5437,2024-01-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5438,2024-01-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.025,False,Press cycle dwell time lengthened during high-volume batch.
+5439,2024-01-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.354,False,Reliability engineer tagged sample window for model retraining.
+5440,2024-01-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.907,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5441,2024-01-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Packaging line stop reduced adjacent vibration background.
+5442,2024-01-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.806,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5443,2024-01-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.471,False,Air handler maintenance reduced humidity variance on finishing line.
+5444,2024-01-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.239,False,Night shift startup produced higher than normal vibration floor.
+5445,2024-01-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.896,False,Humidity readings track seasonal rise across late spring.
+5446,2024-01-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.686,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5447,2024-01-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Pressure settled back to nominal after valve reseat.
+5448,2024-01-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.665,False,Edge collector replayed buffered events after network recovery.
+5449,2024-01-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.901,False,Humidity climbed during dock-door open period in afternoon shift.
+5450,2024-01-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.303,False,SCADA backfill inserted two delayed telemetry points.
+5451,2024-01-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.537,False,Calibration check overdue by 11 days for press-line transducer.
+5452,2024-01-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.029,False,Pressure settled back to nominal after valve reseat.
+5453,2024-01-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Bearing temperature rising faster than baseline on spindle cell.
+5454,2024-01-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.213,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5455,2024-01-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.306,False,Calibration check overdue by 11 days for press-line transducer.
+5456,2024-01-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.176,False,Coolant loop adjustment reduced chamber temperature spread.
+5457,2024-01-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.971,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5458,2024-01-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.469,False,Vibration burst exceeds envelope during tool change cycle.
+5459,2024-01-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.821,False,Vibration harmonics broadened during extended production run.
+5460,2024-01-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.099,False,Telemetry quality flag downgraded during sensor self-test window.
+5461,2024-01-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.963,False,Reliability engineer tagged sample window for model retraining.
+5462,2024-01-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.626,False,Calibration check overdue by 11 days for press-line transducer.
+5463,2024-01-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.79,False,Humidity climbed during dock-door open period in afternoon shift.
+5464,2024-01-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.972,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5465,2024-01-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5466,2024-01-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.081,False,Press cycle dwell time lengthened during high-volume batch.
+5467,2024-01-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Vibration harmonics broadened during extended production run.
+5468,2024-01-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.387,False,Press cycle dwell time lengthened during high-volume batch.
+5469,2024-01-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Humidity climbed during dock-door open period in afternoon shift.
+5470,2024-01-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.176,False,Short-lived packet loss observed at edge gateway gw-02.
+5471,2024-01-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Coolant loop adjustment reduced chamber temperature spread.
+5472,2024-01-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.892,False,Sensor signal clipping observed during startup surge.
+5473,2024-01-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.229,False,Sensor enclosure opened for manual calibration verification.
+5474,2024-01-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.537,False,Machine throughput increase drove sustained pressure uplift.
+5475,2024-01-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5476,2024-01-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.36,False,Condensation warning cleared after dehumidifier ramp-up.
+5477,2024-01-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Thermal overshoot event coincided with recipe change on furnace.
+5478,2024-01-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.097,False,Quality hold reduced finishing booth activity for one shift.
+5479,2024-01-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,Condensation warning cleared after dehumidifier ramp-up.
+5480,2024-01-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.098,False,Maintenance crew confirmed lubrication interval was missed.
+5481,2024-01-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Operator reset acknowledged after red-tag inspection.
+5482,2024-01-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.907,False,Telemetry quality flag downgraded during sensor self-test window.
+5483,2024-01-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.198,False,Quality hold reduced finishing booth activity for one shift.
+5484,2024-01-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.158,False,Humidity climbed during dock-door open period in afternoon shift.
+5485,2024-01-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Machine throughput increase drove sustained pressure uplift.
+5486,2024-01-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.386,False,Maintenance scheduler deferred calibration due to spare shortage.
+5487,2024-01-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.258,False,Quality hold reduced finishing booth activity for one shift.
+5488,2024-01-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.871,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5489,2024-01-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Vibration baseline recovered after tool holder replacement.
+5490,2024-01-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.368,False,Humidity readings track seasonal rise across late spring.
+5491,2024-01-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.707,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5492,2024-01-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.745,False,Short-lived packet loss observed at edge gateway gw-02.
+5493,2024-01-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Air handler maintenance reduced humidity variance on finishing line.
+5494,2024-01-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.807,False,Sensor heartbeat delayed by one interval after gateway retry.
+5495,2024-01-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.227,False,Short-lived packet loss observed at edge gateway gw-02.
+5496,2024-01-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.441,False,Thermal overshoot event coincided with recipe change on furnace.
+5497,2024-01-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.582,False,Dust extraction fan offline for 18 minutes on line finishing.
+5498,2024-01-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.427,False,Humidity readings track seasonal rise across late spring.
+5499,2024-01-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Vibration burst exceeds envelope during tool change cycle.
+5500,2024-01-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.74,False,Sensor signal clipping observed during startup surge.
+5501,2024-01-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.053,False,Calibration check overdue by 11 days for press-line transducer.
+5502,2024-01-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.627,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5503,2024-01-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Pressure line purge completed before restart authorization.
+5504,2024-01-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.899,False,Humidity readings track seasonal rise across late spring.
+5505,2024-01-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Press cycle dwell time lengthened during high-volume batch.
+5506,2024-01-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.933,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5507,2024-01-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Anomaly review flagged possible bearing wear progression.
+5508,2024-01-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.401,False,Maintenance crew confirmed lubrication interval was missed.
+5509,2024-01-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.169,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5510,2024-01-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.47,False,Machine throughput increase drove sustained pressure uplift.
+5511,2024-01-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5512,2024-01-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.25,False,Short-lived packet loss observed at edge gateway gw-02.
+5513,2024-01-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.878,False,Coolant loop adjustment reduced chamber temperature spread.
+5514,2024-01-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.559,False,Maintenance note logged for coupling imbalance inspection.
+5515,2024-01-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Maintenance note logged for coupling imbalance inspection.
+5516,2024-01-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.501,False,Night shift startup produced higher than normal vibration floor.
+5517,2024-01-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Humidity climbed during dock-door open period in afternoon shift.
+5518,2024-01-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.29,False,Sensor battery health remains nominal after firmware update.
+5519,2024-01-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.695,False,Vibration baseline recovered after tool holder replacement.
+5520,2024-01-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.864,False,Warning threshold updated for pilot predictive-maintenance model.
+5521,2024-01-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.521,False,SCADA backfill inserted two delayed telemetry points.
+5522,2024-01-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.392,False,Vibration burst exceeds envelope during tool change cycle.
+5523,2024-01-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Temperature remained elevated during unscheduled overtime run.
+5524,2024-01-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.631,False,Condensation warning cleared after dehumidifier ramp-up.
+5525,2024-01-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.526,False,Sensor battery health remains nominal after firmware update.
+5526,2024-01-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.97,False,Machine idle period extended during planned sanitation window.
+5527,2024-01-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.661,False,Machine throughput increase drove sustained pressure uplift.
+5528,2024-01-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.296,False,Sensor heartbeat delayed by one interval after gateway retry.
+5529,2024-01-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.401,False,Temperature remained elevated during unscheduled overtime run.
+5530,2024-01-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.037,False,Operator reset acknowledged after red-tag inspection.
+5531,2024-01-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.348,False,Sensor signal clipping observed during startup surge.
+5532,2024-01-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.896,False,Temperature variance narrowed after coolant nozzle cleaning.
+5533,2024-01-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Condensation warning cleared after dehumidifier ramp-up.
+5534,2024-01-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.153,False,SCADA backfill inserted two delayed telemetry points.
+5535,2024-01-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5536,2024-01-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.673,False,Humidity climbed during dock-door open period in afternoon shift.
+5537,2024-01-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.034,False,Vibration burst exceeds envelope during tool change cycle.
+5538,2024-01-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.109,False,Edge collector replayed buffered events after network recovery.
+5539,2024-01-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Operator reset acknowledged after red-tag inspection.
+5540,2024-01-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.87,False,Humidity baseline improved after seal replacement.
+5541,2024-01-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.932,False,Unbalanced load introduced cyclical pressure ripple.
+5542,2024-01-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.808,False,Sensor enclosure opened for manual calibration verification.
+5543,2024-01-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.238,False,Supervisory alert generated after three consecutive threshold breaches.
+5544,2024-01-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.54,False,Pressure settled back to nominal after valve reseat.
+5545,2024-01-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Thermal overshoot event coincided with recipe change on furnace.
+5546,2024-01-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.199,False,Maintenance note logged for coupling imbalance inspection.
+5547,2024-01-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.079,False,Sensor enclosure opened for manual calibration verification.
+5548,2024-01-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.675,False,Machine throughput increase drove sustained pressure uplift.
+5549,2024-01-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.099,False,Night shift startup produced higher than normal vibration floor.
+5550,2024-01-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.569,False,Operator reset acknowledged after red-tag inspection.
+5551,2024-01-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Maintenance scheduler deferred calibration due to spare shortage.
+5552,2024-01-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.875,False,Quality team requested trace review for lot 24-118B.
+5553,2024-01-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Maintenance crew confirmed lubrication interval was missed.
+5554,2024-01-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.497,False,Calibration check overdue by 11 days for press-line transducer.
+5555,2024-01-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.437,False,Quality team requested trace review for lot 24-118B.
+5556,2024-01-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.452,False,Quality hold reduced finishing booth activity for one shift.
+5557,2024-01-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Sensor heartbeat delayed by one interval after gateway retry.
+5558,2024-01-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,Maintenance crew confirmed lubrication interval was missed.
+5559,2024-01-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.616,False,Sensor battery health remains nominal after firmware update.
+5560,2024-01-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5561,2024-01-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.934,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5562,2024-01-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.574,False,Unbalanced load introduced cyclical pressure ripple.
+5563,2024-01-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.487,False,Edge collector replayed buffered events after network recovery.
+5564,2024-01-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.503,False,Machine idle period extended during planned sanitation window.
+5565,2024-01-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.396,False,Pressure line purge completed before restart authorization.
+5566,2024-01-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.961,False,Night shift startup produced higher than normal vibration floor.
+5567,2024-01-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Sensor signal clipping observed during startup surge.
+5568,2024-01-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.08,False,Night shift startup produced higher than normal vibration floor.
+5569,2024-01-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Night shift startup produced higher than normal vibration floor.
+5570,2024-01-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.514,False,Unbalanced load introduced cyclical pressure ripple.
+5571,2024-01-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.488,False,Night shift startup produced higher than normal vibration floor.
+5572,2024-01-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.909,False,Humidity baseline improved after seal replacement.
+5573,2024-01-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Condensation warning cleared after dehumidifier ramp-up.
+5574,2024-01-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.338,False,Anomaly review flagged possible bearing wear progression.
+5575,2024-01-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Warning threshold updated for pilot predictive-maintenance model.
+5576,2024-01-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.814,False,Supervisory alert generated after three consecutive threshold breaches.
+5577,2024-01-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.467,False,Bearing temperature rising faster than baseline on spindle cell.
+5578,2024-01-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.456,False,Operator reported intermittent chatter on machine CNC-04.
+5579,2024-01-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.211,False,Temperature variance narrowed after coolant nozzle cleaning.
+5580,2024-01-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5581,2024-01-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Anomaly review flagged possible bearing wear progression.
+5582,2024-01-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.246,False,Hydraulic line pressure oscillation detected under load.
+5583,2024-01-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.145,False,Vibration baseline recovered after tool holder replacement.
+5584,2024-01-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.813,False,Bearing temperature rising faster than baseline on spindle cell.
+5585,2024-01-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.973,False,Short-lived packet loss observed at edge gateway gw-02.
+5586,2024-01-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.64,False,Supervisory alert generated after three consecutive threshold breaches.
+5587,2024-01-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5588,2024-01-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.165,False,Maintenance crew confirmed lubrication interval was missed.
+5589,2024-01-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Quality hold reduced finishing booth activity for one shift.
+5590,2024-01-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.512,False,SCADA backfill inserted two delayed telemetry points.
+5591,2024-01-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.751,False,Vibration burst exceeds envelope during tool change cycle.
+5592,2024-01-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.972,False,Maintenance crew confirmed lubrication interval was missed.
+5593,2024-01-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Coolant loop adjustment reduced chamber temperature spread.
+5594,2024-01-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.479,False,Temperature remained elevated during unscheduled overtime run.
+5595,2024-01-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5596,2024-01-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.598,False,Temperature remained elevated during unscheduled overtime run.
+5597,2024-01-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.533,False,Thermal overshoot event coincided with recipe change on furnace.
+5598,2024-01-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.646,False,Thermal ramp exceeded expected warmup curve before shift start.
+5599,2024-01-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.232,False,Transient outlier matched forklift impact near cabinet wall.
+5600,2024-01-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.958,False,Condensation warning cleared after dehumidifier ramp-up.
+5601,2024-01-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.084,False,Machine throughput increase drove sustained pressure uplift.
+5602,2024-01-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.691,False,Thermal ramp exceeded expected warmup curve before shift start.
+5603,2024-01-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.349,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5604,2024-01-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.021,False,Humidity excursion near finishing booth during coating run.
+5605,2024-01-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Machine throughput increase drove sustained pressure uplift.
+5606,2024-01-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.597,False,Short-lived packet loss observed at edge gateway gw-02.
+5607,2024-01-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Coolant loop adjustment reduced chamber temperature spread.
+5608,2024-01-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.525,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5609,2024-01-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5610,2024-01-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Maintenance scheduler deferred calibration due to spare shortage.
+5611,2024-01-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Humidity climbed during dock-door open period in afternoon shift.
+5612,2024-01-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.172,False,Sensor battery health remains nominal after firmware update.
+5613,2024-01-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.151,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5614,2024-01-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.303,False,Thermal ramp exceeded expected warmup curve before shift start.
+5615,2024-01-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Edge collector replayed buffered events after network recovery.
+5616,2024-01-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.604,False,SCADA backfill inserted two delayed telemetry points.
+5617,2024-01-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.358,False,Temporary gateway failover completed without data loss.
+5618,2024-01-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.759,False,Reliability engineer tagged sample window for model retraining.
+5619,2024-01-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.883,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5620,2024-01-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.761,False,Humidity baseline improved after seal replacement.
+5621,2024-01-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.165,False,Quality hold reduced finishing booth activity for one shift.
+5622,2024-01-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.653,False,Vibration harmonics broadened during extended production run.
+5623,2024-01-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.78,False,Sensor battery health remains nominal after firmware update.
+5624,2024-01-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.373,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5625,2024-01-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Hydraulic line pressure oscillation detected under load.
+5626,2024-01-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.45,False,Condensation warning cleared after dehumidifier ramp-up.
+5627,2024-01-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Quality team requested trace review for lot 24-118B.
+5628,2024-01-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.416,False,Shift handoff note referenced unusual noise near press enclosure.
+5629,2024-01-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.279,False,Press cycle dwell time lengthened during high-volume batch.
+5630,2024-01-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.64,False,Operator reported intermittent chatter on machine CNC-04.
+5631,2024-01-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5632,2024-01-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.448,False,Temperature variance narrowed after coolant nozzle cleaning.
+5633,2024-01-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Sensor heartbeat delayed by one interval after gateway retry.
+5634,2024-01-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.466,False,Warning threshold updated for pilot predictive-maintenance model.
+5635,2024-01-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.666,False,Humidity readings track seasonal rise across late spring.
+5636,2024-01-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.163,False,Quality team requested trace review for lot 24-118B.
+5637,2024-01-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Shift handoff note referenced unusual noise near press enclosure.
+5638,2024-01-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.434,False,Vibration baseline recovered after tool holder replacement.
+5639,2024-01-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.94,False,Reliability engineer tagged sample window for model retraining.
+5640,2024-01-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.73,False,Calibration check overdue by 11 days for press-line transducer.
+5641,2024-01-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Operator reported intermittent chatter on machine CNC-04.
+5642,2024-01-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.198,False,Warning threshold updated for pilot predictive-maintenance model.
+5643,2024-01-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.47,False,Coolant loop adjustment reduced chamber temperature spread.
+5644,2024-01-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.353,False,Quality team requested trace review for lot 24-118B.
+5645,2024-01-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,Bearing temperature rising faster than baseline on spindle cell.
+5646,2024-01-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.881,False,Bearing temperature rising faster than baseline on spindle cell.
+5647,2024-01-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5648,2024-01-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Coolant loop adjustment reduced chamber temperature spread.
+5649,2024-01-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.441,False,Humidity climbed during dock-door open period in afternoon shift.
+5650,2024-01-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.18,False,Packaging line stop reduced adjacent vibration background.
+5651,2024-01-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5652,2024-01-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.612,False,Vibration baseline recovered after tool holder replacement.
+5653,2024-01-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.064,False,Calibration check overdue by 11 days for press-line transducer.
+5654,2024-01-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.577,False,Coolant loop adjustment reduced chamber temperature spread.
+5655,2024-01-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Operator reported intermittent chatter on machine CNC-04.
+5656,2024-01-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.972,False,Temperature remained elevated during unscheduled overtime run.
+5657,2024-01-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Temperature remained elevated during unscheduled overtime run.
+5658,2024-01-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.251,False,Sensor enclosure opened for manual calibration verification.
+5659,2024-01-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Reliability engineer tagged sample window for model retraining.
+5660,2024-01-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Warning threshold updated for pilot predictive-maintenance model.
+5661,2024-01-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.387,False,Anomaly review flagged possible bearing wear progression.
+5662,2024-01-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.329,False,Condensation warning cleared after dehumidifier ramp-up.
+5663,2024-01-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.897,False,Thermal ramp exceeded expected warmup curve before shift start.
+5664,2024-01-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.616,False,Pressure peak corresponds to oversized billet batch processing.
+5665,2024-01-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Shift handoff note referenced unusual noise near press enclosure.
+5666,2024-01-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.44,False,Humidity baseline improved after seal replacement.
+5667,2024-01-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Hydraulic line pressure oscillation detected under load.
+5668,2024-01-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.226,False,Pressure peak corresponds to oversized billet batch processing.
+5669,2024-01-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Vibration baseline recovered after tool holder replacement.
+5670,2024-01-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.375,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5671,2024-01-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.3,False,Bearing temperature rising faster than baseline on spindle cell.
+5672,2024-01-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5673,2024-01-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.103,False,Edge collector replayed buffered events after network recovery.
+5674,2024-01-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.898,False,Vibration harmonics broadened during extended production run.
+5675,2024-01-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.103,False,Supervisory alert generated after three consecutive threshold breaches.
+5676,2024-01-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.814,False,Supervisory alert generated after three consecutive threshold breaches.
+5677,2024-01-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5678,2024-01-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.403,False,Pressure settled back to nominal after valve reseat.
+5679,2024-01-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.42,False,Maintenance scheduler deferred calibration due to spare shortage.
+5680,2024-01-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.467,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5681,2024-01-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.608,False,Night shift startup produced higher than normal vibration floor.
+5682,2024-01-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.116,False,Humidity readings track seasonal rise across late spring.
+5683,2024-01-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.944,False,Pressure peak corresponds to oversized billet batch processing.
+5684,2024-01-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.676,False,Maintenance scheduler deferred calibration due to spare shortage.
+5685,2024-01-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Humidity baseline improved after seal replacement.
+5686,2024-01-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.825,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5687,2024-01-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.26,False,Operator reported intermittent chatter on machine CNC-04.
+5688,2024-01-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.459,False,Night shift startup produced higher than normal vibration floor.
+5689,2024-01-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.752,False,Machine throughput increase drove sustained pressure uplift.
+5690,2024-01-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.414,False,Bearing temperature rising faster than baseline on spindle cell.
+5691,2024-01-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Calibration check overdue by 11 days for press-line transducer.
+5692,2024-01-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.408,False,Humidity excursion near finishing booth during coating run.
+5693,2024-01-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.327,False,Machine idle period extended during planned sanitation window.
+5694,2024-01-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.193,False,Supervisory alert generated after three consecutive threshold breaches.
+5695,2024-01-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.476,False,Anomaly review flagged possible bearing wear progression.
+5696,2024-01-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.397,False,Vibration harmonics broadened during extended production run.
+5697,2024-01-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Reliability engineer tagged sample window for model retraining.
+5698,2024-01-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.133,False,Sensor heartbeat delayed by one interval after gateway retry.
+5699,2024-01-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Machine throughput increase drove sustained pressure uplift.
+5700,2024-01-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.725,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5701,2024-01-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.85,False,Reliability engineer tagged sample window for model retraining.
+5702,2024-01-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.834,False,Air handler maintenance reduced humidity variance on finishing line.
+5703,2024-01-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.744,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5704,2024-01-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.146,False,Operator reset acknowledged after red-tag inspection.
+5705,2024-01-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.706,False,Unbalanced load introduced cyclical pressure ripple.
+5706,2024-01-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.956,False,Calibration check overdue by 11 days for press-line transducer.
+5707,2024-01-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5708,2024-01-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.245,False,Transient outlier matched forklift impact near cabinet wall.
+5709,2024-01-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.361,False,Vibration baseline recovered after tool holder replacement.
+5710,2024-01-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.136,False,Sensor enclosure opened for manual calibration verification.
+5711,2024-01-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.544,False,Maintenance note logged for coupling imbalance inspection.
+5712,2024-01-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.901,False,Short-lived packet loss observed at edge gateway gw-02.
+5713,2024-01-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.758,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5714,2024-01-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.598,False,Temperature variance narrowed after coolant nozzle cleaning.
+5715,2024-01-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Operator reported intermittent chatter on machine CNC-04.
+5716,2024-01-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.041,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5717,2024-01-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Bearing temperature rising faster than baseline on spindle cell.
+5718,2024-01-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,61.269,False,Condensation warning cleared after dehumidifier ramp-up.
+5719,2024-01-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Sensor signal clipping observed during startup surge.
+5720,2024-01-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.016,False,Supervisory alert generated after three consecutive threshold breaches.
+5721,2024-01-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Air handler maintenance reduced humidity variance on finishing line.
+5722,2024-01-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Press cycle dwell time lengthened during high-volume batch.
+5723,2024-01-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.193,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5724,2024-01-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.385,False,Quality team requested trace review for lot 24-118B.
+5725,2024-01-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5726,2024-01-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.688,False,Short-lived packet loss observed at edge gateway gw-02.
+5727,2024-01-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.195,False,Maintenance note logged for coupling imbalance inspection.
+5728,2024-01-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.321,False,Hydraulic line pressure oscillation detected under load.
+5729,2024-01-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Bearing temperature rising faster than baseline on spindle cell.
+5730,2024-01-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.802,False,Vibration baseline recovered after tool holder replacement.
+5731,2024-01-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.338,False,Shift handoff note referenced unusual noise near press enclosure.
+5732,2024-01-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.457,False,Sensor battery health remains nominal after firmware update.
+5733,2024-01-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.71,False,Maintenance crew confirmed lubrication interval was missed.
+5734,2024-01-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.989,False,Pressure peak corresponds to oversized billet batch processing.
+5735,2024-01-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.947,False,Humidity excursion near finishing booth during coating run.
+5736,2024-01-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.608,False,Machine idle period extended during planned sanitation window.
+5737,2024-01-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
+5738,2024-01-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.831,False,Transient outlier matched forklift impact near cabinet wall.
+5739,2024-01-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.384,False,Edge collector replayed buffered events after network recovery.
+5740,2024-01-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.414,False,Reliability engineer tagged sample window for model retraining.
+5741,2024-01-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Maintenance scheduler deferred calibration due to spare shortage.
+5742,2024-01-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.352,False,Coolant loop adjustment reduced chamber temperature spread.
+5743,2024-01-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.024,False,Vibration harmonics broadened during extended production run.
+5744,2024-01-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.274,False,Humidity baseline improved after seal replacement.
+5745,2024-01-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.437,False,Sensor heartbeat delayed by one interval after gateway retry.
+5746,2024-01-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.349,False,Dust extraction fan offline for 18 minutes on line finishing.
+5747,2024-01-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,Short-lived packet loss observed at edge gateway gw-02.
+5748,2024-01-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.037,False,Air handler maintenance reduced humidity variance on finishing line.
+5749,2024-01-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.397,False,Maintenance note logged for coupling imbalance inspection.
+5750,2024-01-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.99,False,Hydraulic line pressure oscillation detected under load.
+5751,2024-01-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,SCADA backfill inserted two delayed telemetry points.
+5752,2024-01-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.759,False,Thermal overshoot event coincided with recipe change on furnace.
+5753,2024-01-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Sensor enclosure opened for manual calibration verification.
+5754,2024-01-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.52,False,Warning threshold updated for pilot predictive-maintenance model.
+5755,2024-01-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.946,False,Vibration harmonics broadened during extended production run.
+5756,2024-01-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.139,False,Packaging line stop reduced adjacent vibration background.
+5757,2024-01-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Hydraulic line pressure oscillation detected under load.
+5758,2024-01-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.261,False,Supervisory alert generated after three consecutive threshold breaches.
+5759,2024-01-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Operator reset acknowledged after red-tag inspection.
+5760,2024-01-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.334,False,Maintenance crew confirmed lubrication interval was missed.
+5761,2024-01-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.793,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5762,2024-01-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.276,False,Operator reset acknowledged after red-tag inspection.
+5763,2024-01-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.779,False,Telemetry quality flag downgraded during sensor self-test window.
+5764,2024-01-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.343,False,Supervisory alert generated after three consecutive threshold breaches.
+5765,2024-01-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.881,False,Dust extraction fan offline for 18 minutes on line finishing.
+5766,2024-01-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.599,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5767,2024-01-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.063,False,Reliability engineer tagged sample window for model retraining.
+5768,2024-01-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.131,False,Coolant loop adjustment reduced chamber temperature spread.
+5769,2024-01-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.731,False,Sensor heartbeat delayed by one interval after gateway retry.
+5770,2024-01-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.767,False,Coolant loop adjustment reduced chamber temperature spread.
+5771,2024-01-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Vibration baseline recovered after tool holder replacement.
+5772,2024-01-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.807,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5773,2024-01-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Air handler maintenance reduced humidity variance on finishing line.
+5774,2024-01-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.538,False,Machine throughput increase drove sustained pressure uplift.
+5775,2024-01-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.344,False,Anomaly review flagged possible bearing wear progression.
+5776,2024-01-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.716,False,Humidity excursion near finishing booth during coating run.
+5777,2024-01-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.27,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5778,2024-01-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.835,False,Quality team requested trace review for lot 24-118B.
+5779,2024-01-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.934,False,Air handler maintenance reduced humidity variance on finishing line.
+5780,2024-01-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.801,False,Humidity baseline improved after seal replacement.
+5781,2024-01-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.607,False,Vibration harmonics broadened during extended production run.
+5782,2024-01-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.836,False,Quality team requested trace review for lot 24-118B.
+5783,2024-01-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.135,False,Night shift startup produced higher than normal vibration floor.
+5784,2024-01-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.457,False,Bearing temperature rising faster than baseline on spindle cell.
+5785,2024-01-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.271,False,Bearing temperature rising faster than baseline on spindle cell.
+5786,2024-01-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.877,False,Maintenance crew confirmed lubrication interval was missed.
+5787,2024-01-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.463,False,Bearing temperature rising faster than baseline on spindle cell.
+5788,2024-01-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.277,False,Vibration burst exceeds envelope during tool change cycle.
+5789,2024-01-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.201,False,Calibration check overdue by 11 days for press-line transducer.
+5790,2024-01-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.092,False,Condensation warning cleared after dehumidifier ramp-up.
+5791,2024-01-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Humidity baseline improved after seal replacement.
+5792,2024-01-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.974,False,Hydraulic line pressure oscillation detected under load.
+5793,2024-01-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5794,2024-01-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.569,False,Humidity baseline improved after seal replacement.
+5795,2024-01-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Calibration check overdue by 11 days for press-line transducer.
+5796,2024-01-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.411,False,Packaging line stop reduced adjacent vibration background.
+5797,2024-01-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.043,False,Humidity excursion near finishing booth during coating run.
+5798,2024-01-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.061,False,Air handler maintenance reduced humidity variance on finishing line.
+5799,2024-01-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Edge collector replayed buffered events after network recovery.
+5800,2024-01-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.304,False,Supervisory alert generated after three consecutive threshold breaches.
+5801,2024-01-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Transient outlier matched forklift impact near cabinet wall.
+5802,2024-01-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.753,False,Quality team requested trace review for lot 24-118B.
+5803,2024-01-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.649,False,Temporary gateway failover completed without data loss.
+5804,2024-01-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.656,False,Calibration check overdue by 11 days for press-line transducer.
+5805,2024-01-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Pressure peak corresponds to oversized billet batch processing.
+5806,2024-01-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.362,False,Temporary gateway failover completed without data loss.
+5807,2024-01-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Transient outlier matched forklift impact near cabinet wall.
+5808,2024-01-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.989,False,Temperature remained elevated during unscheduled overtime run.
+5809,2024-01-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Hydraulic line pressure oscillation detected under load.
+5810,2024-01-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.167,False,Transient outlier matched forklift impact near cabinet wall.
+5811,2024-01-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Supervisory alert generated after three consecutive threshold breaches.
+5812,2024-01-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.485,False,Thermal ramp exceeded expected warmup curve before shift start.
+5813,2024-01-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Coolant loop adjustment reduced chamber temperature spread.
+5814,2024-01-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5815,2024-01-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Edge collector replayed buffered events after network recovery.
+5816,2024-01-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.3,False,Temporary gateway failover completed without data loss.
+5817,2024-01-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.848,False,Edge collector replayed buffered events after network recovery.
+5818,2024-01-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.827,False,Short-lived packet loss observed at edge gateway gw-02.
+5819,2024-01-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.787,False,Hydraulic line pressure oscillation detected under load.
+5820,2024-01-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.149,False,Maintenance crew confirmed lubrication interval was missed.
+5821,2024-01-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,SCADA backfill inserted two delayed telemetry points.
+5822,2024-01-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.58,False,Supervisory alert generated after three consecutive threshold breaches.
+5823,2024-01-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Machine idle period extended during planned sanitation window.
+5824,2024-01-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.078,False,Machine idle period extended during planned sanitation window.
+5825,2024-01-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Vibration burst exceeds envelope during tool change cycle.
+5826,2024-01-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5827,2024-01-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Sensor enclosure opened for manual calibration verification.
+5828,2024-01-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.121,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5829,2024-01-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Pressure settled back to nominal after valve reseat.
+5830,2024-01-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.668,False,Machine throughput increase drove sustained pressure uplift.
+5831,2024-01-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.249,False,Maintenance crew confirmed lubrication interval was missed.
+5832,2024-01-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.608,False,Reliability engineer tagged sample window for model retraining.
+5833,2024-01-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Packaging line stop reduced adjacent vibration background.
+5834,2024-01-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.661,False,Pressure peak corresponds to oversized billet batch processing.
+5835,2024-01-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Short-lived packet loss observed at edge gateway gw-02.
+5836,2024-01-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.724,False,Unbalanced load introduced cyclical pressure ripple.
+5837,2024-01-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Telemetry quality flag downgraded during sensor self-test window.
+5838,2024-01-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.147,False,Vibration burst exceeds envelope during tool change cycle.
+5839,2024-01-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Dust extraction fan offline for 18 minutes on line finishing.
+5840,2024-01-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.599,False,Maintenance note logged for coupling imbalance inspection.
+5841,2024-01-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Shift handoff note referenced unusual noise near press enclosure.
+5842,2024-01-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.176,False,Condensation warning cleared after dehumidifier ramp-up.
+5843,2024-01-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Thermal ramp exceeded expected warmup curve before shift start.
+5844,2024-01-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.693,False,Machine idle period extended during planned sanitation window.
+5845,2024-01-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.536,False,Transient outlier matched forklift impact near cabinet wall.
+5846,2024-01-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.164,False,Machine throughput increase drove sustained pressure uplift.
+5847,2024-01-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.757,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5848,2024-01-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.115,False,Sensor heartbeat delayed by one interval after gateway retry.
+5849,2024-01-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Telemetry quality flag downgraded during sensor self-test window.
+5850,2024-01-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.811,False,Short-lived packet loss observed at edge gateway gw-02.
+5851,2024-01-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.813,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5852,2024-01-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.626,False,Condensation warning cleared after dehumidifier ramp-up.
+5853,2024-01-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Pressure settled back to nominal after valve reseat.
+5854,2024-01-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.321,False,Machine throughput increase drove sustained pressure uplift.
+5855,2024-01-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Thermal ramp exceeded expected warmup curve before shift start.
+5856,2024-01-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.297,False,Maintenance scheduler deferred calibration due to spare shortage.
+5857,2024-01-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Humidity excursion near finishing booth during coating run.
+5858,2024-01-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5859,2024-01-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.083,False,Warning threshold updated for pilot predictive-maintenance model.
+5860,2024-01-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.578,False,Calibration check overdue by 11 days for press-line transducer.
+5861,2024-01-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Temperature variance narrowed after coolant nozzle cleaning.
+5862,2024-01-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.644,False,Bearing temperature rising faster than baseline on spindle cell.
+5863,2024-01-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Supervisory alert generated after three consecutive threshold breaches.
+5864,2024-01-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.714,False,SCADA backfill inserted two delayed telemetry points.
+5865,2024-01-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.136,False,Reliability engineer tagged sample window for model retraining.
+5866,2024-01-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.264,False,Vibration baseline recovered after tool holder replacement.
+5867,2024-01-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.005,False,Air handler maintenance reduced humidity variance on finishing line.
+5868,2024-01-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.037,False,Quality hold reduced finishing booth activity for one shift.
+5869,2024-01-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5870,2024-01-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5871,2024-01-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.666,False,Hydraulic line pressure oscillation detected under load.
+5872,2024-01-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.532,False,Thermal ramp exceeded expected warmup curve before shift start.
+5873,2024-01-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Hydraulic line pressure oscillation detected under load.
+5874,2024-01-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.67,False,Coolant loop adjustment reduced chamber temperature spread.
+5875,2024-01-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.046,False,Dust extraction fan offline for 18 minutes on line finishing.
+5876,2024-01-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.969,False,Condensation warning cleared after dehumidifier ramp-up.
+5877,2024-01-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Warning threshold updated for pilot predictive-maintenance model.
+5878,2024-01-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.974,False,Night shift startup produced higher than normal vibration floor.
+5879,2024-01-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.496,False,Pressure peak corresponds to oversized billet batch processing.
+5880,2024-01-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.902,False,Thermal overshoot event coincided with recipe change on furnace.
+5881,2024-01-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Sensor signal clipping observed during startup surge.
+5882,2024-01-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.472,False,Temporary gateway failover completed without data loss.
+5883,2024-01-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.945,False,Operator reported intermittent chatter on machine CNC-04.
+5884,2024-01-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.226,False,Sensor battery health remains nominal after firmware update.
+5885,2024-01-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.976,False,Supervisory alert generated after three consecutive threshold breaches.
+5886,2024-01-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.188,False,Sensor signal clipping observed during startup surge.
+5887,2024-01-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5888,2024-01-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.675,False,Maintenance scheduler deferred calibration due to spare shortage.
+5889,2024-01-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.494,False,Quality team requested trace review for lot 24-118B.
+5890,2024-01-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.236,False,Packaging line stop reduced adjacent vibration background.
+5891,2024-01-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.936,False,Reliability engineer tagged sample window for model retraining.
+5892,2024-01-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.807,False,Short-lived packet loss observed at edge gateway gw-02.
+5893,2024-01-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,SCADA backfill inserted two delayed telemetry points.
+5894,2024-01-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.457,False,Edge collector replayed buffered events after network recovery.
+5895,2024-01-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.12,False,Dust extraction fan offline for 18 minutes on line finishing.
+5896,2024-01-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.061,False,Pressure line purge completed before restart authorization.
+5897,2024-01-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.342,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5898,2024-01-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.101,False,Air handler maintenance reduced humidity variance on finishing line.
+5899,2024-01-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.001,False,Humidity excursion near finishing booth during coating run.
+5900,2024-01-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.62,False,Machine idle period extended during planned sanitation window.
+5901,2024-01-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Coolant loop adjustment reduced chamber temperature spread.
+5902,2024-01-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.501,False,Anomaly review flagged possible bearing wear progression.
+5903,2024-01-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Air handler maintenance reduced humidity variance on finishing line.
+5904,2024-01-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.851,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5905,2024-01-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,Night shift startup produced higher than normal vibration floor.
+5906,2024-01-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.727,False,Pressure peak corresponds to oversized billet batch processing.
+5907,2024-01-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Night shift startup produced higher than normal vibration floor.
+5908,2024-01-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.152,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5909,2024-01-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Bearing temperature rising faster than baseline on spindle cell.
+5910,2024-01-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.684,False,SCADA backfill inserted two delayed telemetry points.
+5911,2024-01-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.858,False,Shift handoff note referenced unusual noise near press enclosure.
+5912,2024-01-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.384,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5913,2024-01-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Short-lived packet loss observed at edge gateway gw-02.
+5914,2024-01-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.489,False,Compressed air fluctuation introduced pressure noise for two cycles.
+5915,2024-01-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.294,False,Heat-treat furnace door cycling increased localized temperature spikes.
+5916,2024-01-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.149,False,Telemetry quality flag downgraded during sensor self-test window.
+5917,2024-01-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Calibration check overdue by 11 days for press-line transducer.
+5918,2024-01-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.226,False,Warning threshold updated for pilot predictive-maintenance model.
+5919,2024-01-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.625,False,Sensor enclosure opened for manual calibration verification.
+5920,2024-01-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.208,False,Press cycle dwell time lengthened during high-volume batch.
+5921,2024-01-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Air handler maintenance reduced humidity variance on finishing line.
+5922,2024-01-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.903,False,Pressure peak corresponds to oversized billet batch processing.
+5923,2024-01-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Vibration baseline recovered after tool holder replacement.
+5924,2024-01-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.973,False,Humidity baseline improved after seal replacement.
+5925,2024-01-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5926,2024-01-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.777,False,SCADA backfill inserted two delayed telemetry points.
+5927,2024-01-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.418,False,Operator reset acknowledged after red-tag inspection.
+5928,2024-01-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.251,False,Thermal ramp exceeded expected warmup curve before shift start.
+5929,2024-01-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.726,False,Vibration harmonics broadened during extended production run.
+5930,2024-01-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.283,False,Night shift startup produced higher than normal vibration floor.
+5931,2024-01-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.194,False,Sensor enclosure opened for manual calibration verification.
+5932,2024-01-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.373,False,Bearing temperature rising faster than baseline on spindle cell.
+5933,2024-01-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Operator reset acknowledged after red-tag inspection.
+5934,2024-01-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.99,False,Maintenance scheduler deferred calibration due to spare shortage.
+5935,2024-01-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.844,False,Quality hold reduced finishing booth activity for one shift.
+5936,2024-01-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.474,False,Ambient temperature stabilized after HVAC stage-two engagement.
+5937,2024-01-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.542,False,Sensor signal clipping observed during startup surge.
+5938,2024-01-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.341,False,Coolant loop adjustment reduced chamber temperature spread.
+5939,2024-01-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.878,False,Maintenance crew confirmed lubrication interval was missed.
+5940,2024-01-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.95,False,Sensor enclosure opened for manual calibration verification.
+5941,2024-01-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.514,False,Sensor signal clipping observed during startup surge.
+5942,2024-01-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.478,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5943,2024-01-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.946,False,Temperature remained elevated during unscheduled overtime run.
+5944,2024-01-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.124,False,Humidity excursion near finishing booth during coating run.
+5945,2024-01-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Vibration harmonics broadened during extended production run.
+5946,2024-01-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.502,False,Operator reported intermittent chatter on machine CNC-04.
+5947,2024-01-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.509,False,Press cycle dwell time lengthened during high-volume batch.
+5948,2024-01-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.845,False,Edge collector replayed buffered events after network recovery.
+5949,2024-01-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Packaging line stop reduced adjacent vibration background.
+5950,2024-01-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.019,False,Short-lived packet loss observed at edge gateway gw-02.
+5951,2024-01-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.296,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+5952,2024-01-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.021,False,Machine idle period extended during planned sanitation window.
+5953,2024-01-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Air handler maintenance reduced humidity variance on finishing line.
+5954,2024-01-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.93,False,Maintenance crew confirmed lubrication interval was missed.
+5955,2024-01-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.887,False,Air handler maintenance reduced humidity variance on finishing line.
+5956,2024-01-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.618,False,Maintenance note logged for coupling imbalance inspection.
+5957,2024-01-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Vibration burst exceeds envelope during tool change cycle.
+5958,2024-01-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.811,False,Anomaly review flagged possible bearing wear progression.
+5959,2024-01-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.596,False,SCADA backfill inserted two delayed telemetry points.
+5960,2024-01-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.409,False,Edge collector replayed buffered events after network recovery.
+5961,2024-01-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.881,False,Sensor battery health remains nominal after firmware update.
+5962,2024-01-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.62,False,Warning threshold updated for pilot predictive-maintenance model.
+5963,2024-01-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.221,False,Short-lived packet loss observed at edge gateway gw-02.
+5964,2024-01-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.987,False,Sensor 3 drift suspected after cross-check with manual gauge.
+5965,2024-01-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.712,False,Telemetry quality flag downgraded during sensor self-test window.
+5966,2024-01-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.966,False,Unbalanced load introduced cyclical pressure ripple.
+5967,2024-01-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Machine throughput increase drove sustained pressure uplift.
+5968,2024-01-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.763,False,Warning threshold updated for pilot predictive-maintenance model.
+5969,2024-01-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.491,False,Unbalanced load introduced cyclical pressure ripple.
+5970,2024-01-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.37,False,Condensation warning cleared after dehumidifier ramp-up.
+5971,2024-01-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Thermal ramp exceeded expected warmup curve before shift start.
+5972,2024-01-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.013,False,Transient outlier matched forklift impact near cabinet wall.
+5973,2024-01-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Thermal ramp exceeded expected warmup curve before shift start.
+5974,2024-01-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.925,False,Air handler maintenance reduced humidity variance on finishing line.
+5975,2024-01-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.646,False,Temporary gateway failover completed without data loss.
+5976,2024-01-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.658,False,Air handler maintenance reduced humidity variance on finishing line.
+5977,2024-01-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.136,False,Calibration check overdue by 11 days for press-line transducer.
+5978,2024-01-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.994,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+5979,2024-01-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Calibration check overdue by 11 days for press-line transducer.
+5980,2024-01-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.746,False,Transient outlier matched forklift impact near cabinet wall.
+5981,2024-01-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Short-lived packet loss observed at edge gateway gw-02.
+5982,2024-01-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.193,False,Sensor enclosure opened for manual calibration verification.
+5983,2024-01-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Thermal ramp exceeded expected warmup curve before shift start.
+5984,2024-01-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.316,False,Night shift startup produced higher than normal vibration floor.
+5985,2024-01-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.732,False,Vibration harmonics broadened during extended production run.
+5986,2024-01-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.23,False,Pressure peak corresponds to oversized billet batch processing.
+5987,2024-01-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.562,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5988,2024-01-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.586,False,Quality hold reduced finishing booth activity for one shift.
+5989,2024-01-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.097,False,Unbalanced load introduced cyclical pressure ripple.
+5990,2024-01-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.599,False,Humidity readings track seasonal rise across late spring.
+5991,2024-01-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.417,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+5992,2024-01-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.205,False,Maintenance note logged for coupling imbalance inspection.
+5993,2024-01-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.037,False,Maintenance crew confirmed lubrication interval was missed.
+5994,2024-01-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.522,False,Humidity baseline improved after seal replacement.
+5995,2024-01-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.909,False,Short-lived packet loss observed at edge gateway gw-02.
+5996,2024-01-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.797,False,Vibration burst exceeds envelope during tool change cycle.
+5997,2024-01-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.534,False,Maintenance crew confirmed lubrication interval was missed.
+5998,2024-01-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.311,False,Coolant loop adjustment reduced chamber temperature spread.
+5999,2024-01-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.664,False,Unbalanced load introduced cyclical pressure ripple.
+6000,2024-01-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.024,False,Sensor heartbeat delayed by one interval after gateway retry.
+6001,2024-01-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.406,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6002,2024-01-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.934,False,Maintenance crew confirmed lubrication interval was missed.
+6003,2024-01-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6004,2024-01-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.525,False,Edge collector replayed buffered events after network recovery.
+6005,2024-01-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.168,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6006,2024-01-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.529,False,Sensor heartbeat delayed by one interval after gateway retry.
+6007,2024-01-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.11,False,Quality hold reduced finishing booth activity for one shift.
+6008,2024-01-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.45,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6009,2024-01-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Telemetry quality flag downgraded during sensor self-test window.
+6010,2024-01-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.319,False,Machine throughput increase drove sustained pressure uplift.
+6011,2024-01-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Vibration harmonics broadened during extended production run.
+6012,2024-01-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.65,False,Packaging line stop reduced adjacent vibration background.
+6013,2024-01-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Humidity readings track seasonal rise across late spring.
+6014,2024-01-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.627,False,Maintenance scheduler deferred calibration due to spare shortage.
+6015,2024-01-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Sensor heartbeat delayed by one interval after gateway retry.
+6016,2024-01-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6017,2024-01-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Vibration harmonics broadened during extended production run.
+6018,2024-01-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.596,False,Air handler maintenance reduced humidity variance on finishing line.
+6019,2024-01-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.091,False,Vibration baseline recovered after tool holder replacement.
+6020,2024-01-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.186,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6021,2024-01-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.523,False,Vibration burst exceeds envelope during tool change cycle.
+6022,2024-01-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.911,False,Maintenance crew confirmed lubrication interval was missed.
+6023,2024-01-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6024,2024-01-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.738,False,Machine idle period extended during planned sanitation window.
+6025,2024-01-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Sensor enclosure opened for manual calibration verification.
+6026,2024-01-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.867,False,Anomaly review flagged possible bearing wear progression.
+6027,2024-01-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.607,False,Hydraulic line pressure oscillation detected under load.
+6028,2024-01-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.621,False,Vibration harmonics broadened during extended production run.
+6029,2024-01-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Pressure settled back to nominal after valve reseat.
+6030,2024-01-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.862,False,Air handler maintenance reduced humidity variance on finishing line.
+6031,2024-01-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.311,False,Temporary gateway failover completed without data loss.
+6032,2024-01-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.391,False,Humidity climbed during dock-door open period in afternoon shift.
+6033,2024-01-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.77,False,Anomaly review flagged possible bearing wear progression.
+6034,2024-01-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.121,False,Vibration harmonics broadened during extended production run.
+6035,2024-01-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.214,False,Machine idle period extended during planned sanitation window.
+6036,2024-01-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.474,False,Sensor signal clipping observed during startup surge.
+6037,2024-01-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.731,False,Humidity baseline improved after seal replacement.
+6038,2024-01-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.802,False,Thermal ramp exceeded expected warmup curve before shift start.
+6039,2024-01-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.314,False,Operator reset acknowledged after red-tag inspection.
+6040,2024-01-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.902,False,Reliability engineer tagged sample window for model retraining.
+6041,2024-01-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Anomaly review flagged possible bearing wear progression.
+6042,2024-01-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.768,False,Maintenance scheduler deferred calibration due to spare shortage.
+6043,2024-01-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.213,False,Hydraulic line pressure oscillation detected under load.
+6044,2024-01-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.44,False,Maintenance crew confirmed lubrication interval was missed.
+6045,2024-01-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.375,False,Dust extraction fan offline for 18 minutes on line finishing.
+6046,2024-01-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.696,False,Sensor heartbeat delayed by one interval after gateway retry.
+6047,2024-01-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Condensation warning cleared after dehumidifier ramp-up.
+6048,2024-01-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.244,False,Quality team requested trace review for lot 24-118B.
+6049,2024-01-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Unbalanced load introduced cyclical pressure ripple.
+6050,2024-01-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.297,False,Temperature variance narrowed after coolant nozzle cleaning.
+6051,2024-01-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.513,False,Warning threshold updated for pilot predictive-maintenance model.
+6052,2024-01-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.143,False,Quality hold reduced finishing booth activity for one shift.
+6053,2024-01-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.381,False,Pressure settled back to nominal after valve reseat.
+6054,2024-01-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.026,False,Machine throughput increase drove sustained pressure uplift.
+6055,2024-01-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.549,False,Reliability engineer tagged sample window for model retraining.
+6056,2024-01-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.806,False,Maintenance crew confirmed lubrication interval was missed.
+6057,2024-01-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.023,False,Maintenance crew confirmed lubrication interval was missed.
+6058,2024-01-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.706,False,Press cycle dwell time lengthened during high-volume batch.
+6059,2024-01-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Operator reset acknowledged after red-tag inspection.
+6060,2024-01-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.031,False,Condensation warning cleared after dehumidifier ramp-up.
+6061,2024-01-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.396,False,Short-lived packet loss observed at edge gateway gw-02.
+6062,2024-01-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.861,False,Supervisory alert generated after three consecutive threshold breaches.
+6063,2024-01-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.894,False,Pressure line purge completed before restart authorization.
+6064,2024-01-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.599,False,Humidity excursion near finishing booth during coating run.
+6065,2024-01-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Telemetry quality flag downgraded during sensor self-test window.
+6066,2024-01-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.423,False,Edge collector replayed buffered events after network recovery.
+6067,2024-01-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Sensor battery health remains nominal after firmware update.
+6068,2024-01-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.685,False,Condensation warning cleared after dehumidifier ramp-up.
+6069,2024-01-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Warning threshold updated for pilot predictive-maintenance model.
+6070,2024-01-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.226,False,Sensor signal clipping observed during startup surge.
+6071,2024-01-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.599,False,Edge collector replayed buffered events after network recovery.
+6072,2024-01-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.266,False,Anomaly review flagged possible bearing wear progression.
+6073,2024-01-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Vibration burst exceeds envelope during tool change cycle.
+6074,2024-01-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,Coolant loop adjustment reduced chamber temperature spread.
+6075,2024-01-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.251,False,Temperature variance narrowed after coolant nozzle cleaning.
+6076,2024-01-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.88,False,Maintenance scheduler deferred calibration due to spare shortage.
+6077,2024-01-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6078,2024-01-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.044,False,Hydraulic line pressure oscillation detected under load.
+6079,2024-01-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.072,False,Vibration baseline recovered after tool holder replacement.
+6080,2024-01-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.258,False,Operator reset acknowledged after red-tag inspection.
+6081,2024-01-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Humidity climbed during dock-door open period in afternoon shift.
+6082,2024-01-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.301,False,Temperature remained elevated during unscheduled overtime run.
+6083,2024-01-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.833,False,Thermal overshoot event coincided with recipe change on furnace.
+6084,2024-01-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.813,False,Short-lived packet loss observed at edge gateway gw-02.
+6085,2024-01-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,SCADA backfill inserted two delayed telemetry points.
+6086,2024-01-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.911,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6087,2024-01-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Machine throughput increase drove sustained pressure uplift.
+6088,2024-01-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.295,False,Operator reported intermittent chatter on machine CNC-04.
+6089,2024-01-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.633,False,Operator reported intermittent chatter on machine CNC-04.
+6090,2024-01-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.895,False,Bearing temperature rising faster than baseline on spindle cell.
+6091,2024-01-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Warning threshold updated for pilot predictive-maintenance model.
+6092,2024-01-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.383,False,Sensor battery health remains nominal after firmware update.
+6093,2024-01-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.298,False,Maintenance scheduler deferred calibration due to spare shortage.
+6094,2024-01-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.837,False,Humidity excursion near finishing booth during coating run.
+6095,2024-01-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.583,False,Thermal overshoot event coincided with recipe change on furnace.
+6096,2024-01-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.141,False,Temperature variance narrowed after coolant nozzle cleaning.
+6097,2024-01-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Sensor enclosure opened for manual calibration verification.
+6098,2024-01-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.069,False,Maintenance note logged for coupling imbalance inspection.
+6099,2024-01-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.297,False,Reliability engineer tagged sample window for model retraining.
+6100,2024-01-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.836,False,Shift handoff note referenced unusual noise near press enclosure.
+6101,2024-01-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.063,False,Edge collector replayed buffered events after network recovery.
+6102,2024-01-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.87,False,Warning threshold updated for pilot predictive-maintenance model.
+6103,2024-01-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.37,False,Supervisory alert generated after three consecutive threshold breaches.
+6104,2024-01-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.981,False,Pressure peak corresponds to oversized billet batch processing.
+6105,2024-01-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.702,False,Maintenance scheduler deferred calibration due to spare shortage.
+6106,2024-01-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.899,False,Transient outlier matched forklift impact near cabinet wall.
+6107,2024-01-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.442,False,Telemetry quality flag downgraded during sensor self-test window.
+6108,2024-01-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.799,False,Temporary gateway failover completed without data loss.
+6109,2024-01-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Machine throughput increase drove sustained pressure uplift.
+6110,2024-01-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.906,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6111,2024-01-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Coolant loop adjustment reduced chamber temperature spread.
+6112,2024-01-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.011,False,Temperature variance narrowed after coolant nozzle cleaning.
+6113,2024-01-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.26,False,Unbalanced load introduced cyclical pressure ripple.
+6114,2024-01-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.217,False,Maintenance scheduler deferred calibration due to spare shortage.
+6115,2024-01-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6116,2024-01-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.861,False,Press cycle dwell time lengthened during high-volume batch.
+6117,2024-01-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Humidity baseline improved after seal replacement.
+6118,2024-01-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.766,False,Night shift startup produced higher than normal vibration floor.
+6119,2024-01-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Air handler maintenance reduced humidity variance on finishing line.
+6120,2024-01-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.912,False,Humidity readings track seasonal rise across late spring.
+6121,2024-01-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.794,False,Humidity excursion near finishing booth during coating run.
+6122,2024-01-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.794,False,Machine idle period extended during planned sanitation window.
+6123,2024-01-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.484,False,Operator reset acknowledged after red-tag inspection.
+6124,2024-01-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.382,False,Transient outlier matched forklift impact near cabinet wall.
+6125,2024-01-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Anomaly review flagged possible bearing wear progression.
+6126,2024-01-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Condensation warning cleared after dehumidifier ramp-up.
+6127,2024-01-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Sensor signal clipping observed during startup surge.
+6128,2024-01-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.839,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6129,2024-01-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Packaging line stop reduced adjacent vibration background.
+6130,2024-01-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.979,False,Short-lived packet loss observed at edge gateway gw-02.
+6131,2024-01-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.833,False,Sensor enclosure opened for manual calibration verification.
+6132,2024-01-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.716,False,Temporary gateway failover completed without data loss.
+6133,2024-01-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.072,False,Quality hold reduced finishing booth activity for one shift.
+6134,2024-01-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.49,False,Vibration baseline recovered after tool holder replacement.
+6135,2024-01-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.866,False,Pressure settled back to nominal after valve reseat.
+6136,2024-01-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.978,False,Sensor battery health remains nominal after firmware update.
+6137,2024-01-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.65,False,Pressure peak corresponds to oversized billet batch processing.
+6138,2024-01-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.85,False,Temperature remained elevated during unscheduled overtime run.
+6139,2024-01-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.382,False,Air handler maintenance reduced humidity variance on finishing line.
+6140,2024-01-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.899,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6141,2024-01-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Sensor signal clipping observed during startup surge.
+6142,2024-01-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.054,False,Sensor heartbeat delayed by one interval after gateway retry.
+6143,2024-01-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Machine throughput increase drove sustained pressure uplift.
+6144,2024-01-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6145,2024-01-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.931,False,Transient outlier matched forklift impact near cabinet wall.
+6146,2024-01-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.299,False,Humidity baseline improved after seal replacement.
+6147,2024-01-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.14,False,Vibration burst exceeds envelope during tool change cycle.
+6148,2024-01-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.817,False,Vibration burst exceeds envelope during tool change cycle.
+6149,2024-01-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Pressure line purge completed before restart authorization.
+6150,2024-01-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.86,False,Quality hold reduced finishing booth activity for one shift.
+6151,2024-01-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Maintenance scheduler deferred calibration due to spare shortage.
+6152,2024-01-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.259,False,Bearing temperature rising faster than baseline on spindle cell.
+6153,2024-01-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Supervisory alert generated after three consecutive threshold breaches.
+6154,2024-01-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.738,False,Air handler maintenance reduced humidity variance on finishing line.
+6155,2024-01-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Machine throughput increase drove sustained pressure uplift.
+6156,2024-01-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.183,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6157,2024-01-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.883,False,Sensor enclosure opened for manual calibration verification.
+6158,2024-01-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.333,False,Condensation warning cleared after dehumidifier ramp-up.
+6159,2024-01-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6160,2024-01-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.832,False,Dust extraction fan offline for 18 minutes on line finishing.
+6161,2024-01-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Coolant loop adjustment reduced chamber temperature spread.
+6162,2024-01-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.359,False,Night shift startup produced higher than normal vibration floor.
+6163,2024-01-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Quality hold reduced finishing booth activity for one shift.
+6164,2024-01-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,63.049,False,Air handler maintenance reduced humidity variance on finishing line.
+6165,2024-01-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.235,False,Night shift startup produced higher than normal vibration floor.
+6166,2024-01-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.824,False,Transient outlier matched forklift impact near cabinet wall.
+6167,2024-01-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Sensor heartbeat delayed by one interval after gateway retry.
+6168,2024-01-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.085,False,Temperature remained elevated during unscheduled overtime run.
+6169,2024-01-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.02,False,Maintenance scheduler deferred calibration due to spare shortage.
+6170,2024-01-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.99,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6171,2024-01-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.655,False,Pressure settled back to nominal after valve reseat.
+6172,2024-01-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.107,False,Edge collector replayed buffered events after network recovery.
+6173,2024-01-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.594,False,Machine throughput increase drove sustained pressure uplift.
+6174,2024-01-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.837,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6175,2024-01-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.882,False,Pressure settled back to nominal after valve reseat.
+6176,2024-01-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.59,False,Reliability engineer tagged sample window for model retraining.
+6177,2024-01-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.363,False,Supervisory alert generated after three consecutive threshold breaches.
+6178,2024-01-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.746,False,Quality hold reduced finishing booth activity for one shift.
+6179,2024-01-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Short-lived packet loss observed at edge gateway gw-02.
+6180,2024-01-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6181,2024-01-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Bearing temperature rising faster than baseline on spindle cell.
+6182,2024-01-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6183,2024-01-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.628,False,Humidity baseline improved after seal replacement.
+6184,2024-01-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.716,False,Condensation warning cleared after dehumidifier ramp-up.
+6185,2024-01-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.837,False,Machine throughput increase drove sustained pressure uplift.
+6186,2024-01-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.545,False,Edge collector replayed buffered events after network recovery.
+6187,2024-01-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Thermal overshoot event coincided with recipe change on furnace.
+6188,2024-01-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.323,False,Maintenance scheduler deferred calibration due to spare shortage.
+6189,2024-01-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.553,False,Maintenance note logged for coupling imbalance inspection.
+6190,2024-01-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.585,False,Thermal overshoot event coincided with recipe change on furnace.
+6191,2024-01-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.329,False,Edge collector replayed buffered events after network recovery.
+6192,2024-01-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.351,False,Machine throughput increase drove sustained pressure uplift.
+6193,2024-01-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.049,False,Reliability engineer tagged sample window for model retraining.
+6194,2024-01-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.326,False,Unbalanced load introduced cyclical pressure ripple.
+6195,2024-01-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.262,False,Humidity baseline improved after seal replacement.
+6196,2024-01-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.165,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6197,2024-01-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.066,False,Thermal ramp exceeded expected warmup curve before shift start.
+6198,2024-01-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.966,False,Transient outlier matched forklift impact near cabinet wall.
+6199,2024-01-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.291,False,Vibration baseline recovered after tool holder replacement.
+6200,2024-01-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.761,False,Temperature variance narrowed after coolant nozzle cleaning.
+6201,2024-01-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.517,False,Dust extraction fan offline for 18 minutes on line finishing.
+6202,2024-01-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.109,False,Pressure peak corresponds to oversized billet batch processing.
+6203,2024-01-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.895,False,Operator reset acknowledged after red-tag inspection.
+6204,2024-01-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.045,False,Maintenance scheduler deferred calibration due to spare shortage.
+6205,2024-01-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.983,False,Temperature remained elevated during unscheduled overtime run.
+6206,2024-01-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.265,False,Thermal overshoot event coincided with recipe change on furnace.
+6207,2024-01-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.98,False,Maintenance note logged for coupling imbalance inspection.
+6208,2024-01-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.877,False,Warning threshold updated for pilot predictive-maintenance model.
+6209,2024-01-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.889,False,Humidity climbed during dock-door open period in afternoon shift.
+6210,2024-01-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.787,False,Maintenance note logged for coupling imbalance inspection.
+6211,2024-01-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Dust extraction fan offline for 18 minutes on line finishing.
+6212,2024-01-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.707,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6213,2024-01-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.056,False,Thermal ramp exceeded expected warmup curve before shift start.
+6214,2024-01-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.292,False,Air handler maintenance reduced humidity variance on finishing line.
+6215,2024-01-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.822,False,Maintenance scheduler deferred calibration due to spare shortage.
+6216,2024-01-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.558,False,Humidity readings track seasonal rise across late spring.
+6217,2024-01-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Sensor signal clipping observed during startup surge.
+6218,2024-01-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.386,False,Sensor signal clipping observed during startup surge.
+6219,2024-01-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.321,False,Humidity readings track seasonal rise across late spring.
+6220,2024-01-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.339,False,Machine idle period extended during planned sanitation window.
+6221,2024-01-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.198,False,Vibration burst exceeds envelope during tool change cycle.
+6222,2024-01-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.754,False,Air handler maintenance reduced humidity variance on finishing line.
+6223,2024-01-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Transient outlier matched forklift impact near cabinet wall.
+6224,2024-01-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.356,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6225,2024-01-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.334,False,Shift handoff note referenced unusual noise near press enclosure.
+6226,2024-01-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.985,False,Transient outlier matched forklift impact near cabinet wall.
+6227,2024-01-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.273,False,Temporary gateway failover completed without data loss.
+6228,2024-01-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.344,False,Anomaly review flagged possible bearing wear progression.
+6229,2024-01-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.067,False,Thermal ramp exceeded expected warmup curve before shift start.
+6230,2024-01-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.472,False,Operator reported intermittent chatter on machine CNC-04.
+6231,2024-01-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.206,False,Transient outlier matched forklift impact near cabinet wall.
+6232,2024-01-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.81,False,Quality team requested trace review for lot 24-118B.
+6233,2024-01-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.906,False,Night shift startup produced higher than normal vibration floor.
+6234,2024-01-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.503,False,Humidity baseline improved after seal replacement.
+6235,2024-01-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Humidity baseline improved after seal replacement.
+6236,2024-01-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.708,False,Edge collector replayed buffered events after network recovery.
+6237,2024-01-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.85,False,Transient outlier matched forklift impact near cabinet wall.
+6238,2024-01-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.066,False,Unbalanced load introduced cyclical pressure ripple.
+6239,2024-01-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.025,False,Vibration burst exceeds envelope during tool change cycle.
+6240,2024-01-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.123,False,Humidity baseline improved after seal replacement.
+6241,2024-01-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Hydraulic line pressure oscillation detected under load.
+6242,2024-01-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.65,False,Night shift startup produced higher than normal vibration floor.
+6243,2024-01-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.564,False,Maintenance crew confirmed lubrication interval was missed.
+6244,2024-01-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.042,False,Pressure peak corresponds to oversized billet batch processing.
+6245,2024-01-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Hydraulic line pressure oscillation detected under load.
+6246,2024-01-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.291,False,Pressure line purge completed before restart authorization.
+6247,2024-01-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.183,False,Temperature remained elevated during unscheduled overtime run.
+6248,2024-01-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.352,False,Short-lived packet loss observed at edge gateway gw-02.
+6249,2024-01-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.248,False,Bearing temperature rising faster than baseline on spindle cell.
+6250,2024-01-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.1,False,Operator reset acknowledged after red-tag inspection.
+6251,2024-01-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.425,False,Transient outlier matched forklift impact near cabinet wall.
+6252,2024-01-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.067,False,Anomaly review flagged possible bearing wear progression.
+6253,2024-01-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Quality hold reduced finishing booth activity for one shift.
+6254,2024-01-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.97,False,Maintenance crew confirmed lubrication interval was missed.
+6255,2024-01-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.21,False,Hydraulic line pressure oscillation detected under load.
+6256,2024-01-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.045,False,Temperature variance narrowed after coolant nozzle cleaning.
+6257,2024-01-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.938,False,Temperature remained elevated during unscheduled overtime run.
+6258,2024-01-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.054,False,Humidity readings track seasonal rise across late spring.
+6259,2024-01-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Condensation warning cleared after dehumidifier ramp-up.
+6260,2024-01-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.808,False,Vibration burst exceeds envelope during tool change cycle.
+6261,2024-01-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.09,False,Quality team requested trace review for lot 24-118B.
+6262,2024-01-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.537,False,Humidity excursion near finishing booth during coating run.
+6263,2024-01-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Press cycle dwell time lengthened during high-volume batch.
+6264,2024-01-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.929,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6265,2024-01-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.026,False,Quality team requested trace review for lot 24-118B.
+6266,2024-01-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.655,False,Coolant loop adjustment reduced chamber temperature spread.
+6267,2024-01-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Hydraulic line pressure oscillation detected under load.
+6268,2024-01-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.205,False,Short-lived packet loss observed at edge gateway gw-02.
+6269,2024-01-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Humidity baseline improved after seal replacement.
+6270,2024-01-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.236,False,Maintenance crew confirmed lubrication interval was missed.
+6271,2024-01-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Temperature remained elevated during unscheduled overtime run.
+6272,2024-01-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.757,False,Anomaly review flagged possible bearing wear progression.
+6273,2024-01-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Shift handoff note referenced unusual noise near press enclosure.
+6274,2024-01-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.19,False,Maintenance crew confirmed lubrication interval was missed.
+6275,2024-01-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.708,False,Night shift startup produced higher than normal vibration floor.
+6276,2024-01-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.816,False,Thermal overshoot event coincided with recipe change on furnace.
+6277,2024-01-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.965,False,Operator reported intermittent chatter on machine CNC-04.
+6278,2024-01-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.542,False,Vibration baseline recovered after tool holder replacement.
+6279,2024-01-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Maintenance note logged for coupling imbalance inspection.
+6280,2024-01-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.546,False,Humidity baseline improved after seal replacement.
+6281,2024-01-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.496,False,Machine throughput increase drove sustained pressure uplift.
+6282,2024-01-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.261,False,Pressure line purge completed before restart authorization.
+6283,2024-01-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.789,False,Pressure line purge completed before restart authorization.
+6284,2024-01-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.97,False,Quality team requested trace review for lot 24-118B.
+6285,2024-01-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.595,False,Operator reported intermittent chatter on machine CNC-04.
+6286,2024-01-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.627,False,Quality hold reduced finishing booth activity for one shift.
+6287,2024-01-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.714,False,Packaging line stop reduced adjacent vibration background.
+6288,2024-01-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.02,False,Bearing temperature rising faster than baseline on spindle cell.
+6289,2024-01-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Telemetry quality flag downgraded during sensor self-test window.
+6290,2024-01-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.058,False,Temperature variance narrowed after coolant nozzle cleaning.
+6291,2024-01-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.718,False,Shift handoff note referenced unusual noise near press enclosure.
+6292,2024-01-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.411,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6293,2024-01-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.03,False,Dust extraction fan offline for 18 minutes on line finishing.
+6294,2024-01-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.453,False,Calibration check overdue by 11 days for press-line transducer.
+6295,2024-01-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.083,False,Machine throughput increase drove sustained pressure uplift.
+6296,2024-01-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.363,False,Sensor enclosure opened for manual calibration verification.
+6297,2024-01-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Reliability engineer tagged sample window for model retraining.
+6298,2024-01-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.68,False,Thermal overshoot event coincided with recipe change on furnace.
+6299,2024-01-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Quality hold reduced finishing booth activity for one shift.
+6300,2024-01-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.606,False,Operator reported intermittent chatter on machine CNC-04.
+6301,2024-01-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Vibration harmonics broadened during extended production run.
+6302,2024-01-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.784,False,Coolant loop adjustment reduced chamber temperature spread.
+6303,2024-01-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.631,False,Machine idle period extended during planned sanitation window.
+6304,2024-01-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.568,False,Press cycle dwell time lengthened during high-volume batch.
+6305,2024-01-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Sensor battery health remains nominal after firmware update.
+6306,2024-01-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.778,False,Bearing temperature rising faster than baseline on spindle cell.
+6307,2024-01-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.328,False,Operator reported intermittent chatter on machine CNC-04.
+6308,2024-01-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.117,False,Dust extraction fan offline for 18 minutes on line finishing.
+6309,2024-01-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Humidity baseline improved after seal replacement.
+6310,2024-01-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.988,False,Quality team requested trace review for lot 24-118B.
+6311,2024-01-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.444,False,Maintenance note logged for coupling imbalance inspection.
+6312,2024-01-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.28,False,Calibration check overdue by 11 days for press-line transducer.
+6313,2024-01-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.603,False,Bearing temperature rising faster than baseline on spindle cell.
+6314,2024-01-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.641,False,Humidity baseline improved after seal replacement.
+6315,2024-01-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.189,False,Thermal ramp exceeded expected warmup curve before shift start.
+6316,2024-01-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.589,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6317,2024-01-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.231,False,Telemetry quality flag downgraded during sensor self-test window.
+6318,2024-01-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.015,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6319,2024-01-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.766,False,Short-lived packet loss observed at edge gateway gw-02.
+6320,2024-01-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.423,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6321,2024-01-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.939,False,Machine throughput increase drove sustained pressure uplift.
+6322,2024-01-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.516,False,Transient outlier matched forklift impact near cabinet wall.
+6323,2024-01-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.397,False,Sensor battery health remains nominal after firmware update.
+6324,2024-01-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.751,False,Thermal overshoot event coincided with recipe change on furnace.
+6325,2024-01-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Humidity climbed during dock-door open period in afternoon shift.
+6326,2024-01-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.41,False,Machine idle period extended during planned sanitation window.
+6327,2024-01-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.496,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6328,2024-01-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.699,False,Machine idle period extended during planned sanitation window.
+6329,2024-01-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Operator reported intermittent chatter on machine CNC-04.
+6330,2024-01-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.37,False,Maintenance note logged for coupling imbalance inspection.
+6331,2024-01-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.559,False,Temporary gateway failover completed without data loss.
+6332,2024-01-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.691,False,Humidity baseline improved after seal replacement.
+6333,2024-01-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.104,False,Supervisory alert generated after three consecutive threshold breaches.
+6334,2024-01-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.951,False,Vibration baseline recovered after tool holder replacement.
+6335,2024-01-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.337,False,Press cycle dwell time lengthened during high-volume batch.
+6336,2024-01-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.646,False,Quality hold reduced finishing booth activity for one shift.
+6337,2024-01-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
+6338,2024-01-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.041,False,Maintenance scheduler deferred calibration due to spare shortage.
+6339,2024-01-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Temperature variance narrowed after coolant nozzle cleaning.
+6340,2024-01-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.138,False,Sensor battery health remains nominal after firmware update.
+6341,2024-01-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.881,False,Humidity climbed during dock-door open period in afternoon shift.
+6342,2024-01-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.02,False,Temperature remained elevated during unscheduled overtime run.
+6343,2024-01-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.564,False,Humidity climbed during dock-door open period in afternoon shift.
+6344,2024-01-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.788,False,Unbalanced load introduced cyclical pressure ripple.
+6345,2024-01-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Anomaly review flagged possible bearing wear progression.
+6346,2024-01-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.256,False,Dust extraction fan offline for 18 minutes on line finishing.
+6347,2024-01-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.632,False,Supervisory alert generated after three consecutive threshold breaches.
+6348,2024-01-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.213,False,Machine idle period extended during planned sanitation window.
+6349,2024-01-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.266,False,Quality hold reduced finishing booth activity for one shift.
+6350,2024-01-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.501,False,Quality team requested trace review for lot 24-118B.
+6351,2024-01-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.409,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6352,2024-01-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.242,False,Thermal ramp exceeded expected warmup curve before shift start.
+6353,2024-01-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6354,2024-01-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.783,False,Reliability engineer tagged sample window for model retraining.
+6355,2024-01-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.074,False,Short-lived packet loss observed at edge gateway gw-02.
+6356,2024-01-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6357,2024-01-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.018,False,Shift handoff note referenced unusual noise near press enclosure.
+6358,2024-01-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.54,False,Humidity baseline improved after seal replacement.
+6359,2024-01-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Hydraulic line pressure oscillation detected under load.
+6360,2024-01-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.828,False,Operator reset acknowledged after red-tag inspection.
+6361,2024-01-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.738,False,Machine throughput increase drove sustained pressure uplift.
+6362,2024-01-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.969,False,Thermal overshoot event coincided with recipe change on furnace.
+6363,2024-01-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.749,False,Maintenance crew confirmed lubrication interval was missed.
+6364,2024-01-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.136,False,Maintenance crew confirmed lubrication interval was missed.
+6365,2024-01-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Pressure line purge completed before restart authorization.
+6366,2024-01-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.371,False,Unbalanced load introduced cyclical pressure ripple.
+6367,2024-01-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Supervisory alert generated after three consecutive threshold breaches.
+6368,2024-01-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.674,False,Humidity baseline improved after seal replacement.
+6369,2024-01-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.525,False,Hydraulic line pressure oscillation detected under load.
+6370,2024-01-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.642,False,Maintenance note logged for coupling imbalance inspection.
+6371,2024-01-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Warning threshold updated for pilot predictive-maintenance model.
+6372,2024-01-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.396,False,Bearing temperature rising faster than baseline on spindle cell.
+6373,2024-01-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.91,False,Hydraulic line pressure oscillation detected under load.
+6374,2024-01-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.734,False,Maintenance scheduler deferred calibration due to spare shortage.
+6375,2024-01-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Transient outlier matched forklift impact near cabinet wall.
+6376,2024-01-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.89,False,Humidity excursion near finishing booth during coating run.
+6377,2024-01-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Dust extraction fan offline for 18 minutes on line finishing.
+6378,2024-01-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.333,False,SCADA backfill inserted two delayed telemetry points.
+6379,2024-01-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Dust extraction fan offline for 18 minutes on line finishing.
+6380,2024-01-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6381,2024-01-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Bearing temperature rising faster than baseline on spindle cell.
+6382,2024-01-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.074,False,Bearing temperature rising faster than baseline on spindle cell.
+6383,2024-01-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.546,False,Humidity excursion near finishing booth during coating run.
+6384,2024-01-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.337,False,Maintenance note logged for coupling imbalance inspection.
+6385,2024-01-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Warning threshold updated for pilot predictive-maintenance model.
+6386,2024-01-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.207,False,Reliability engineer tagged sample window for model retraining.
+6387,2024-01-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.72,False,Condensation warning cleared after dehumidifier ramp-up.
+6388,2024-01-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.677,False,Thermal overshoot event coincided with recipe change on furnace.
+6389,2024-01-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.509,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6390,2024-01-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.262,False,Press cycle dwell time lengthened during high-volume batch.
+6391,2024-01-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.892,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6392,2024-01-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.759,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6393,2024-01-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6394,2024-01-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.148,False,Unbalanced load introduced cyclical pressure ripple.
+6395,2024-01-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.749,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6396,2024-01-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.686,False,Operator reported intermittent chatter on machine CNC-04.
+6397,2024-01-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.987,False,Sensor heartbeat delayed by one interval after gateway retry.
+6398,2024-01-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.437,False,Vibration baseline recovered after tool holder replacement.
+6399,2024-01-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Packaging line stop reduced adjacent vibration background.
+6400,2024-01-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.715,False,Pressure peak corresponds to oversized billet batch processing.
+6401,2024-01-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.078,False,Sensor signal clipping observed during startup surge.
+6402,2024-01-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6403,2024-01-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.264,False,Maintenance crew confirmed lubrication interval was missed.
+6404,2024-01-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.11,False,Temporary gateway failover completed without data loss.
+6405,2024-01-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.201,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6406,2024-01-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.771,False,Condensation warning cleared after dehumidifier ramp-up.
+6407,2024-01-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.643,False,Machine idle period extended during planned sanitation window.
+6408,2024-01-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.804,False,Quality hold reduced finishing booth activity for one shift.
+6409,2024-01-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Maintenance scheduler deferred calibration due to spare shortage.
+6410,2024-01-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.922,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6411,2024-01-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Dust extraction fan offline for 18 minutes on line finishing.
+6412,2024-01-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.291,False,Sensor signal clipping observed during startup surge.
+6413,2024-01-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.471,False,Maintenance note logged for coupling imbalance inspection.
+6414,2024-01-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.142,False,Unbalanced load introduced cyclical pressure ripple.
+6415,2024-01-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6416,2024-01-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.912,False,Anomaly review flagged possible bearing wear progression.
+6417,2024-01-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6418,2024-01-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.857,False,Temperature remained elevated during unscheduled overtime run.
+6419,2024-01-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.702,False,Supervisory alert generated after three consecutive threshold breaches.
+6420,2024-01-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.571,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6421,2024-01-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Maintenance scheduler deferred calibration due to spare shortage.
+6422,2024-01-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.412,False,Warning threshold updated for pilot predictive-maintenance model.
+6423,2024-01-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.404,False,Warning threshold updated for pilot predictive-maintenance model.
+6424,2024-01-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.919,False,Machine idle period extended during planned sanitation window.
+6425,2024-01-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.504,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6426,2024-01-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.409,False,Pressure peak corresponds to oversized billet batch processing.
+6427,2024-01-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.31,False,Vibration harmonics broadened during extended production run.
+6428,2024-01-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.812,False,Vibration harmonics broadened during extended production run.
+6429,2024-01-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Humidity climbed during dock-door open period in afternoon shift.
+6430,2024-01-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.389,False,Pressure line purge completed before restart authorization.
+6431,2024-01-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.135,False,Pressure line purge completed before restart authorization.
+6432,2024-01-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.136,False,Pressure settled back to nominal after valve reseat.
+6433,2024-01-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.537,False,Quality hold reduced finishing booth activity for one shift.
+6434,2024-01-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.691,False,Vibration baseline recovered after tool holder replacement.
+6435,2024-01-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.416,False,Temperature remained elevated during unscheduled overtime run.
+6436,2024-01-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.034,False,Supervisory alert generated after three consecutive threshold breaches.
+6437,2024-01-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Humidity readings track seasonal rise across late spring.
+6438,2024-01-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.579,False,Night shift startup produced higher than normal vibration floor.
+6439,2024-01-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.624,False,Vibration harmonics broadened during extended production run.
+6440,2024-01-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.85,False,Thermal ramp exceeded expected warmup curve before shift start.
+6441,2024-01-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.393,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6442,2024-01-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.419,False,Anomaly review flagged possible bearing wear progression.
+6443,2024-01-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.67,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6444,2024-01-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6445,2024-01-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Pressure settled back to nominal after valve reseat.
+6446,2024-01-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.116,False,Humidity baseline improved after seal replacement.
+6447,2024-01-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Pressure peak corresponds to oversized billet batch processing.
+6448,2024-01-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.906,False,Humidity excursion near finishing booth during coating run.
+6449,2024-01-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.79,False,Operator reported intermittent chatter on machine CNC-04.
+6450,2024-01-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.478,False,Night shift startup produced higher than normal vibration floor.
+6451,2024-01-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.752,False,Sensor battery health remains nominal after firmware update.
+6452,2024-01-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.44,False,Vibration harmonics broadened during extended production run.
+6453,2024-01-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Humidity readings track seasonal rise across late spring.
+6454,2024-01-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.447,False,Maintenance crew confirmed lubrication interval was missed.
+6455,2024-01-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.298,False,Pressure line purge completed before restart authorization.
+6456,2024-01-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.175,False,Humidity baseline improved after seal replacement.
+6457,2024-01-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.51,False,Operator reported intermittent chatter on machine CNC-04.
+6458,2024-01-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.363,False,Unbalanced load introduced cyclical pressure ripple.
+6459,2024-01-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.292,False,Temperature variance narrowed after coolant nozzle cleaning.
+6460,2024-01-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.493,False,Operator reported intermittent chatter on machine CNC-04.
+6461,2024-01-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.961,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6462,2024-01-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.333,False,Calibration check overdue by 11 days for press-line transducer.
+6463,2024-01-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.131,False,Pressure line purge completed before restart authorization.
+6464,2024-01-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.636,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6465,2024-01-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.354,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6466,2024-01-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.863,False,Temperature remained elevated during unscheduled overtime run.
+6467,2024-01-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.93,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6468,2024-01-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.045,False,Press cycle dwell time lengthened during high-volume batch.
+6469,2024-01-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.157,False,Operator reported intermittent chatter on machine CNC-04.
+6470,2024-01-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.656,False,Thermal ramp exceeded expected warmup curve before shift start.
+6471,2024-01-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Sensor heartbeat delayed by one interval after gateway retry.
+6472,2024-01-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.287,False,SCADA backfill inserted two delayed telemetry points.
+6473,2024-01-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.643,False,Condensation warning cleared after dehumidifier ramp-up.
+6474,2024-01-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.908,False,Maintenance note logged for coupling imbalance inspection.
+6475,2024-01-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Humidity excursion near finishing booth during coating run.
+6476,2024-01-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.891,False,Calibration check overdue by 11 days for press-line transducer.
+6477,2024-01-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Vibration harmonics broadened during extended production run.
+6478,2024-01-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.206,False,Edge collector replayed buffered events after network recovery.
+6479,2024-01-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Supervisory alert generated after three consecutive threshold breaches.
+6480,2024-01-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.112,False,Pressure line purge completed before restart authorization.
+6481,2024-01-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Operator reset acknowledged after red-tag inspection.
+6482,2024-01-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.767,False,Maintenance scheduler deferred calibration due to spare shortage.
+6483,2024-01-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.44,False,Sensor heartbeat delayed by one interval after gateway retry.
+6484,2024-01-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.711,False,Pressure settled back to nominal after valve reseat.
+6485,2024-01-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.972,False,Night shift startup produced higher than normal vibration floor.
+6486,2024-01-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.892,False,Operator reported intermittent chatter on machine CNC-04.
+6487,2024-01-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.035,False,Quality hold reduced finishing booth activity for one shift.
+6488,2024-01-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.555,False,Vibration harmonics broadened during extended production run.
+6489,2024-01-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.906,False,Bearing temperature rising faster than baseline on spindle cell.
+6490,2024-01-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.513,False,Supervisory alert generated after three consecutive threshold breaches.
+6491,2024-01-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.97,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6492,2024-01-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.459,False,Warning threshold updated for pilot predictive-maintenance model.
+6493,2024-01-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.003,False,Anomaly review flagged possible bearing wear progression.
+6494,2024-01-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.467,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6495,2024-01-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.242,False,Anomaly review flagged possible bearing wear progression.
+6496,2024-01-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.689,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6497,2024-01-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.037,False,Temperature variance narrowed after coolant nozzle cleaning.
+6498,2024-01-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.857,False,Maintenance scheduler deferred calibration due to spare shortage.
+6499,2024-01-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.346,False,Machine idle period extended during planned sanitation window.
+6500,2024-01-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.44,False,Calibration check overdue by 11 days for press-line transducer.
+6501,2024-01-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Operator reset acknowledged after red-tag inspection.
+6502,2024-01-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.142,False,Bearing temperature rising faster than baseline on spindle cell.
+6503,2024-01-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.324,False,Machine throughput increase drove sustained pressure uplift.
+6504,2024-01-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.056,False,Sensor enclosure opened for manual calibration verification.
+6505,2024-01-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,Press cycle dwell time lengthened during high-volume batch.
+6506,2024-01-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.762,False,Shift handoff note referenced unusual noise near press enclosure.
+6507,2024-01-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.87,False,Coolant loop adjustment reduced chamber temperature spread.
+6508,2024-01-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.502,False,SCADA backfill inserted two delayed telemetry points.
+6509,2024-01-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.237,False,Pressure peak corresponds to oversized billet batch processing.
+6510,2024-01-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.937,False,Transient outlier matched forklift impact near cabinet wall.
+6511,2024-01-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Pressure line purge completed before restart authorization.
+6512,2024-01-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.453,False,Quality team requested trace review for lot 24-118B.
+6513,2024-01-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Bearing temperature rising faster than baseline on spindle cell.
+6514,2024-01-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.469,False,Humidity excursion near finishing booth during coating run.
+6515,2024-01-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6516,2024-01-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.553,False,Quality team requested trace review for lot 24-118B.
+6517,2024-01-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.656,False,Bearing temperature rising faster than baseline on spindle cell.
+6518,2024-01-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.662,False,Pressure line purge completed before restart authorization.
+6519,2024-01-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Supervisory alert generated after three consecutive threshold breaches.
+6520,2024-01-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6521,2024-01-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.147,False,Edge collector replayed buffered events after network recovery.
+6522,2024-01-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.783,False,Sensor signal clipping observed during startup surge.
+6523,2024-01-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.193,False,Hydraulic line pressure oscillation detected under load.
+6524,2024-01-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.331,False,Temperature remained elevated during unscheduled overtime run.
+6525,2024-01-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.96,False,Coolant loop adjustment reduced chamber temperature spread.
+6526,2024-01-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.576,False,Reliability engineer tagged sample window for model retraining.
+6527,2024-01-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.671,False,Machine idle period extended during planned sanitation window.
+6528,2024-01-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.771,False,Temporary gateway failover completed without data loss.
+6529,2024-01-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Vibration baseline recovered after tool holder replacement.
+6530,2024-01-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.544,False,Vibration harmonics broadened during extended production run.
+6531,2024-01-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.582,False,Pressure settled back to nominal after valve reseat.
+6532,2024-01-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.755,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6533,2024-01-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Thermal ramp exceeded expected warmup curve before shift start.
+6534,2024-01-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.527,False,Humidity baseline improved after seal replacement.
+6535,2024-01-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.166,False,Telemetry quality flag downgraded during sensor self-test window.
+6536,2024-01-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.918,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6537,2024-01-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Reliability engineer tagged sample window for model retraining.
+6538,2024-01-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.839,False,Thermal overshoot event coincided with recipe change on furnace.
+6539,2024-01-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Telemetry quality flag downgraded during sensor self-test window.
+6540,2024-01-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.157,False,Operator reported intermittent chatter on machine CNC-04.
+6541,2024-01-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Press cycle dwell time lengthened during high-volume batch.
+6542,2024-01-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.571,False,Unbalanced load introduced cyclical pressure ripple.
+6543,2024-01-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.312,False,Maintenance crew confirmed lubrication interval was missed.
+6544,2024-01-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.068,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6545,2024-01-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.371,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6546,2024-01-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.27,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6547,2024-01-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6548,2024-01-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.246,False,Machine throughput increase drove sustained pressure uplift.
+6549,2024-01-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.836,False,Temperature variance narrowed after coolant nozzle cleaning.
+6550,2024-01-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.654,False,Sensor heartbeat delayed by one interval after gateway retry.
+6551,2024-01-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.475,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6552,2024-01-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.245,False,Sensor battery health remains nominal after firmware update.
+6553,2024-01-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.045,False,Pressure peak corresponds to oversized billet batch processing.
+6554,2024-01-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.938,False,Warning threshold updated for pilot predictive-maintenance model.
+6555,2024-01-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.535,False,Humidity excursion near finishing booth during coating run.
+6556,2024-01-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.426,False,Humidity excursion near finishing booth during coating run.
+6557,2024-01-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Coolant loop adjustment reduced chamber temperature spread.
+6558,2024-01-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.579,False,Air handler maintenance reduced humidity variance on finishing line.
+6559,2024-01-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.414,False,Pressure line purge completed before restart authorization.
+6560,2024-01-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.026,False,Short-lived packet loss observed at edge gateway gw-02.
+6561,2024-01-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.876,False,Transient outlier matched forklift impact near cabinet wall.
+6562,2024-01-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.256,False,Quality team requested trace review for lot 24-118B.
+6563,2024-01-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.428,False,Short-lived packet loss observed at edge gateway gw-02.
+6564,2024-01-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.482,False,Machine throughput increase drove sustained pressure uplift.
+6565,2024-01-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.438,False,Machine idle period extended during planned sanitation window.
+6566,2024-01-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6567,2024-01-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.865,False,Temperature variance narrowed after coolant nozzle cleaning.
+6568,2024-01-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.451,False,Sensor enclosure opened for manual calibration verification.
+6569,2024-01-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.554,False,Thermal ramp exceeded expected warmup curve before shift start.
+6570,2024-01-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.986,False,Vibration baseline recovered after tool holder replacement.
+6571,2024-01-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.153,False,Press cycle dwell time lengthened during high-volume batch.
+6572,2024-01-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.67,False,Thermal ramp exceeded expected warmup curve before shift start.
+6573,2024-01-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Night shift startup produced higher than normal vibration floor.
+6574,2024-01-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.028,False,Reliability engineer tagged sample window for model retraining.
+6575,2024-01-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.849,False,Maintenance note logged for coupling imbalance inspection.
+6576,2024-01-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.741,False,Operator reported intermittent chatter on machine CNC-04.
+6577,2024-01-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.37,False,SCADA backfill inserted two delayed telemetry points.
+6578,2024-01-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.08,False,Thermal overshoot event coincided with recipe change on furnace.
+6579,2024-01-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.799,False,Humidity excursion near finishing booth during coating run.
+6580,2024-01-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.731,False,Pressure settled back to nominal after valve reseat.
+6581,2024-01-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.787,False,Reliability engineer tagged sample window for model retraining.
+6582,2024-01-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.111,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6583,2024-01-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.421,False,Condensation warning cleared after dehumidifier ramp-up.
+6584,2024-01-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.623,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6585,2024-01-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.48,False,Humidity excursion near finishing booth during coating run.
+6586,2024-01-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.399,False,Quality team requested trace review for lot 24-118B.
+6587,2024-01-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.457,False,Vibration harmonics broadened during extended production run.
+6588,2024-01-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.392,False,Machine idle period extended during planned sanitation window.
+6589,2024-01-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Anomaly review flagged possible bearing wear progression.
+6590,2024-01-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Humidity excursion near finishing booth during coating run.
+6591,2024-01-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.878,False,Edge collector replayed buffered events after network recovery.
+6592,2024-01-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.301,False,Maintenance crew confirmed lubrication interval was missed.
+6593,2024-01-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6594,2024-01-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Sensor signal clipping observed during startup surge.
+6595,2024-01-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.866,False,Pressure settled back to nominal after valve reseat.
+6596,2024-01-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.078,False,Warning threshold updated for pilot predictive-maintenance model.
+6597,2024-01-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.534,False,Maintenance note logged for coupling imbalance inspection.
+6598,2024-01-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.117,False,Edge collector replayed buffered events after network recovery.
+6599,2024-01-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.717,False,Edge collector replayed buffered events after network recovery.
+6600,2024-01-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.823,False,Anomaly review flagged possible bearing wear progression.
+6601,2024-01-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.037,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6602,2024-01-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Vibration burst exceeds envelope during tool change cycle.
+6603,2024-01-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.021,False,Warning threshold updated for pilot predictive-maintenance model.
+6604,2024-01-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.976,False,Humidity climbed during dock-door open period in afternoon shift.
+6605,2024-01-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Machine idle period extended during planned sanitation window.
+6606,2024-01-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.065,False,Pressure settled back to nominal after valve reseat.
+6607,2024-01-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.298,False,Machine idle period extended during planned sanitation window.
+6608,2024-01-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.459,False,Calibration check overdue by 11 days for press-line transducer.
+6609,2024-01-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.821,False,Temperature variance narrowed after coolant nozzle cleaning.
+6610,2024-01-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.84,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6611,2024-01-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.036,False,Condensation warning cleared after dehumidifier ramp-up.
+6612,2024-01-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.603,False,Pressure settled back to nominal after valve reseat.
+6613,2024-01-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.623,False,Night shift startup produced higher than normal vibration floor.
+6614,2024-01-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.595,False,Reliability engineer tagged sample window for model retraining.
+6615,2024-01-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.148,False,Vibration baseline recovered after tool holder replacement.
+6616,2024-01-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.982,False,Short-lived packet loss observed at edge gateway gw-02.
+6617,2024-01-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6618,2024-01-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.366,False,Pressure settled back to nominal after valve reseat.
+6619,2024-01-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Machine idle period extended during planned sanitation window.
+6620,2024-01-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.311,False,Vibration baseline recovered after tool holder replacement.
+6621,2024-01-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Humidity excursion near finishing booth during coating run.
+6622,2024-01-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.137,False,Machine idle period extended during planned sanitation window.
+6623,2024-01-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.618,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6624,2024-01-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.36,False,Operator reset acknowledged after red-tag inspection.
+6625,2024-01-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.071,False,Telemetry quality flag downgraded during sensor self-test window.
+6626,2024-01-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.331,False,Temperature variance narrowed after coolant nozzle cleaning.
+6627,2024-01-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Reliability engineer tagged sample window for model retraining.
+6628,2024-01-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.314,False,Maintenance crew confirmed lubrication interval was missed.
+6629,2024-01-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.536,False,Air handler maintenance reduced humidity variance on finishing line.
+6630,2024-01-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.231,False,Maintenance note logged for coupling imbalance inspection.
+6631,2024-01-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.163,False,Supervisory alert generated after three consecutive threshold breaches.
+6632,2024-01-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.125,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6633,2024-01-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.305,False,Humidity climbed during dock-door open period in afternoon shift.
+6634,2024-01-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.076,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6635,2024-01-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.194,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6636,2024-01-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.53,False,Temporary gateway failover completed without data loss.
+6637,2024-01-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Warning threshold updated for pilot predictive-maintenance model.
+6638,2024-01-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.785,False,Coolant loop adjustment reduced chamber temperature spread.
+6639,2024-01-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Humidity readings track seasonal rise across late spring.
+6640,2024-01-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.196,False,Edge collector replayed buffered events after network recovery.
+6641,2024-01-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6642,2024-01-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.065,False,Calibration check overdue by 11 days for press-line transducer.
+6643,2024-01-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Shift handoff note referenced unusual noise near press enclosure.
+6644,2024-01-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.555,False,Vibration burst exceeds envelope during tool change cycle.
+6645,2024-01-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Short-lived packet loss observed at edge gateway gw-02.
+6646,2024-01-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,85.14,False,Coolant loop adjustment reduced chamber temperature spread.
+6647,2024-01-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.971,False,Bearing temperature rising faster than baseline on spindle cell.
+6648,2024-01-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.621,False,Sensor battery health remains nominal after firmware update.
+6649,2024-01-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.171,False,Thermal ramp exceeded expected warmup curve before shift start.
+6650,2024-01-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.696,False,Hydraulic line pressure oscillation detected under load.
+6651,2024-01-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Operator reported intermittent chatter on machine CNC-04.
+6652,2024-01-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.395,False,Humidity climbed during dock-door open period in afternoon shift.
+6653,2024-01-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.432,False,Operator reset acknowledged after red-tag inspection.
+6654,2024-01-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.898,False,Unbalanced load introduced cyclical pressure ripple.
+6655,2024-01-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.63,False,Vibration baseline recovered after tool holder replacement.
+6656,2024-01-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.854,False,Packaging line stop reduced adjacent vibration background.
+6657,2024-01-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.812,False,Temperature remained elevated during unscheduled overtime run.
+6658,2024-01-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.772,False,Supervisory alert generated after three consecutive threshold breaches.
+6659,2024-01-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.417,False,Packaging line stop reduced adjacent vibration background.
+6660,2024-01-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.622,False,Pressure line purge completed before restart authorization.
+6661,2024-01-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Sensor battery health remains nominal after firmware update.
+6662,2024-01-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.852,False,Reliability engineer tagged sample window for model retraining.
+6663,2024-01-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.431,False,Maintenance crew confirmed lubrication interval was missed.
+6664,2024-01-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.035,False,Sensor battery health remains nominal after firmware update.
+6665,2024-01-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.012,False,Thermal overshoot event coincided with recipe change on furnace.
+6666,2024-01-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.342,False,Temporary gateway failover completed without data loss.
+6667,2024-01-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.882,False,Coolant loop adjustment reduced chamber temperature spread.
+6668,2024-01-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.058,False,Operator reported intermittent chatter on machine CNC-04.
+6669,2024-01-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Temporary gateway failover completed without data loss.
+6670,2024-01-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.206,False,Pressure peak corresponds to oversized billet batch processing.
+6671,2024-01-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.294,False,Pressure settled back to nominal after valve reseat.
+6672,2024-01-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.762,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6673,2024-01-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Maintenance scheduler deferred calibration due to spare shortage.
+6674,2024-01-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.136,False,Transient outlier matched forklift impact near cabinet wall.
+6675,2024-01-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.476,False,Hydraulic line pressure oscillation detected under load.
+6676,2024-01-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.257,False,Vibration baseline recovered after tool holder replacement.
+6677,2024-01-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Hydraulic line pressure oscillation detected under load.
+6678,2024-01-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.954,False,Edge collector replayed buffered events after network recovery.
+6679,2024-01-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.045,False,Unbalanced load introduced cyclical pressure ripple.
+6680,2024-01-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.113,False,Temperature variance narrowed after coolant nozzle cleaning.
+6681,2024-01-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.414,False,Temperature variance narrowed after coolant nozzle cleaning.
+6682,2024-01-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.389,False,Vibration baseline recovered after tool holder replacement.
+6683,2024-01-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.287,False,Thermal overshoot event coincided with recipe change on furnace.
+6684,2024-01-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.508,False,Pressure settled back to nominal after valve reseat.
+6685,2024-01-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Warning threshold updated for pilot predictive-maintenance model.
+6686,2024-01-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.933,False,Operator reported intermittent chatter on machine CNC-04.
+6687,2024-01-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.795,False,Coolant loop adjustment reduced chamber temperature spread.
+6688,2024-01-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.481,False,Packaging line stop reduced adjacent vibration background.
+6689,2024-01-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6690,2024-01-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.786,False,Bearing temperature rising faster than baseline on spindle cell.
+6691,2024-01-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.782,False,Quality hold reduced finishing booth activity for one shift.
+6692,2024-01-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.839,False,Machine idle period extended during planned sanitation window.
+6693,2024-01-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Night shift startup produced higher than normal vibration floor.
+6694,2024-01-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.826,False,Machine throughput increase drove sustained pressure uplift.
+6695,2024-01-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.668,False,Condensation warning cleared after dehumidifier ramp-up.
+6696,2024-01-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.192,False,Sensor heartbeat delayed by one interval after gateway retry.
+6697,2024-01-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Machine idle period extended during planned sanitation window.
+6698,2024-01-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.275,False,Dust extraction fan offline for 18 minutes on line finishing.
+6699,2024-01-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Thermal ramp exceeded expected warmup curve before shift start.
+6700,2024-01-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.573,False,Telemetry quality flag downgraded during sensor self-test window.
+6701,2024-01-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Vibration harmonics broadened during extended production run.
+6702,2024-01-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.562,False,Anomaly review flagged possible bearing wear progression.
+6703,2024-01-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.103,False,Night shift startup produced higher than normal vibration floor.
+6704,2024-01-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.618,False,Quality hold reduced finishing booth activity for one shift.
+6705,2024-01-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.484,False,Packaging line stop reduced adjacent vibration background.
+6706,2024-01-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.972,False,Maintenance crew confirmed lubrication interval was missed.
+6707,2024-01-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.661,False,Sensor heartbeat delayed by one interval after gateway retry.
+6708,2024-01-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.495,False,Packaging line stop reduced adjacent vibration background.
+6709,2024-01-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Machine throughput increase drove sustained pressure uplift.
+6710,2024-01-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.882,False,Temperature remained elevated during unscheduled overtime run.
+6711,2024-01-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.606,False,Hydraulic line pressure oscillation detected under load.
+6712,2024-01-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.395,False,Machine idle period extended during planned sanitation window.
+6713,2024-01-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.794,False,Hydraulic line pressure oscillation detected under load.
+6714,2024-01-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.727,False,Shift handoff note referenced unusual noise near press enclosure.
+6715,2024-01-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.97,False,Humidity readings track seasonal rise across late spring.
+6716,2024-01-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.444,False,Humidity baseline improved after seal replacement.
+6717,2024-01-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.295,False,Humidity readings track seasonal rise across late spring.
+6718,2024-01-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.603,False,Machine idle period extended during planned sanitation window.
+6719,2024-01-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.9,False,Supervisory alert generated after three consecutive threshold breaches.
+6720,2024-01-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.765,False,Vibration harmonics broadened during extended production run.
+6721,2024-01-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.093,False,Pressure peak corresponds to oversized billet batch processing.
+6722,2024-01-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.778,False,Thermal ramp exceeded expected warmup curve before shift start.
+6723,2024-01-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.694,False,Sensor enclosure opened for manual calibration verification.
+6724,2024-01-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.099,False,Machine throughput increase drove sustained pressure uplift.
+6725,2024-01-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.899,False,Maintenance scheduler deferred calibration due to spare shortage.
+6726,2024-01-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.489,False,Vibration harmonics broadened during extended production run.
+6727,2024-01-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.059,False,Pressure peak corresponds to oversized billet batch processing.
+6728,2024-01-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.257,False,Sensor battery health remains nominal after firmware update.
+6729,2024-01-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.36,False,Shift handoff note referenced unusual noise near press enclosure.
+6730,2024-01-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.273,False,Vibration harmonics broadened during extended production run.
+6731,2024-01-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.802,False,Humidity climbed during dock-door open period in afternoon shift.
+6732,2024-01-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.204,False,Reliability engineer tagged sample window for model retraining.
+6733,2024-01-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Air handler maintenance reduced humidity variance on finishing line.
+6734,2024-01-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.658,False,Sensor signal clipping observed during startup surge.
+6735,2024-01-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.138,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6736,2024-01-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.757,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6737,2024-01-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Shift handoff note referenced unusual noise near press enclosure.
+6738,2024-01-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.468,False,Sensor signal clipping observed during startup surge.
+6739,2024-01-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.569,False,Operator reported intermittent chatter on machine CNC-04.
+6740,2024-01-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.979,False,Vibration harmonics broadened during extended production run.
+6741,2024-01-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Temporary gateway failover completed without data loss.
+6742,2024-01-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.775,False,Sensor enclosure opened for manual calibration verification.
+6743,2024-01-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Supervisory alert generated after three consecutive threshold breaches.
+6744,2024-01-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.099,False,Unbalanced load introduced cyclical pressure ripple.
+6745,2024-01-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Sensor enclosure opened for manual calibration verification.
+6746,2024-01-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.36,False,Vibration baseline recovered after tool holder replacement.
+6747,2024-01-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.499,False,Press cycle dwell time lengthened during high-volume batch.
+6748,2024-01-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.206,False,Night shift startup produced higher than normal vibration floor.
+6749,2024-01-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.799,False,Bearing temperature rising faster than baseline on spindle cell.
+6750,2024-01-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.875,False,Warning threshold updated for pilot predictive-maintenance model.
+6751,2024-01-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.576,False,Pressure peak corresponds to oversized billet batch processing.
+6752,2024-01-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.964,False,Quality team requested trace review for lot 24-118B.
+6753,2024-01-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Vibration harmonics broadened during extended production run.
+6754,2024-01-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.365,False,Vibration burst exceeds envelope during tool change cycle.
+6755,2024-01-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Edge collector replayed buffered events after network recovery.
+6756,2024-01-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.455,False,Night shift startup produced higher than normal vibration floor.
+6757,2024-01-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.725,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6758,2024-01-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.122,False,Machine idle period extended during planned sanitation window.
+6759,2024-01-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.962,False,Air handler maintenance reduced humidity variance on finishing line.
+6760,2024-01-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.829,False,Humidity baseline improved after seal replacement.
+6761,2024-01-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Humidity excursion near finishing booth during coating run.
+6762,2024-01-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.569,False,Night shift startup produced higher than normal vibration floor.
+6763,2024-01-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.539,False,Warning threshold updated for pilot predictive-maintenance model.
+6764,2024-01-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.412,False,Vibration baseline recovered after tool holder replacement.
+6765,2024-01-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Maintenance crew confirmed lubrication interval was missed.
+6766,2024-01-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.557,False,Pressure peak corresponds to oversized billet batch processing.
+6767,2024-01-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.945,False,Quality team requested trace review for lot 24-118B.
+6768,2024-01-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.006,False,Vibration baseline recovered after tool holder replacement.
+6769,2024-01-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Vibration burst exceeds envelope during tool change cycle.
+6770,2024-01-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.768,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6771,2024-01-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.265,False,Condensation warning cleared after dehumidifier ramp-up.
+6772,2024-01-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.397,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6773,2024-01-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.803,False,Vibration baseline recovered after tool holder replacement.
+6774,2024-01-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.864,False,Pressure settled back to nominal after valve reseat.
+6775,2024-01-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.739,False,Vibration burst exceeds envelope during tool change cycle.
+6776,2024-01-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.821,False,Operator reset acknowledged after red-tag inspection.
+6777,2024-01-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.732,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6778,2024-01-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.281,False,Pressure peak corresponds to oversized billet batch processing.
+6779,2024-01-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Dust extraction fan offline for 18 minutes on line finishing.
+6780,2024-01-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.156,False,Reliability engineer tagged sample window for model retraining.
+6781,2024-01-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Machine idle period extended during planned sanitation window.
+6782,2024-01-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.928,False,Temperature remained elevated during unscheduled overtime run.
+6783,2024-01-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.288,False,Humidity readings track seasonal rise across late spring.
+6784,2024-01-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.85,False,Telemetry quality flag downgraded during sensor self-test window.
+6785,2024-01-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,Sensor enclosure opened for manual calibration verification.
+6786,2024-01-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.087,False,Temperature variance narrowed after coolant nozzle cleaning.
+6787,2024-01-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.045,False,Air handler maintenance reduced humidity variance on finishing line.
+6788,2024-01-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.996,False,Warning threshold updated for pilot predictive-maintenance model.
+6789,2024-01-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Temporary gateway failover completed without data loss.
+6790,2024-01-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.435,False,Humidity climbed during dock-door open period in afternoon shift.
+6791,2024-01-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.562,False,Shift handoff note referenced unusual noise near press enclosure.
+6792,2024-01-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.138,False,Operator reported intermittent chatter on machine CNC-04.
+6793,2024-01-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6794,2024-01-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.081,False,Sensor signal clipping observed during startup surge.
+6795,2024-01-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Pressure peak corresponds to oversized billet batch processing.
+6796,2024-01-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.91,False,Pressure peak corresponds to oversized billet batch processing.
+6797,2024-01-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,SCADA backfill inserted two delayed telemetry points.
+6798,2024-01-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.206,False,Vibration burst exceeds envelope during tool change cycle.
+6799,2024-01-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Short-lived packet loss observed at edge gateway gw-02.
+6800,2024-01-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.974,False,Quality team requested trace review for lot 24-118B.
+6801,2024-01-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.329,False,Transient outlier matched forklift impact near cabinet wall.
+6802,2024-01-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.384,False,Vibration harmonics broadened during extended production run.
+6803,2024-01-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Dust extraction fan offline for 18 minutes on line finishing.
+6804,2024-01-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.96,False,Sensor battery health remains nominal after firmware update.
+6805,2024-01-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6806,2024-01-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.093,False,Reliability engineer tagged sample window for model retraining.
+6807,2024-01-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Transient outlier matched forklift impact near cabinet wall.
+6808,2024-01-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.159,False,Unbalanced load introduced cyclical pressure ripple.
+6809,2024-01-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.519,False,Dust extraction fan offline for 18 minutes on line finishing.
+6810,2024-01-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.911,False,Operator reset acknowledged after red-tag inspection.
+6811,2024-01-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.355,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6812,2024-01-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.157,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6813,2024-01-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.716,False,Vibration harmonics broadened during extended production run.
+6814,2024-01-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.434,False,Sensor battery health remains nominal after firmware update.
+6815,2024-01-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6816,2024-01-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.753,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6817,2024-01-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Temperature variance narrowed after coolant nozzle cleaning.
+6818,2024-01-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.786,False,Maintenance note logged for coupling imbalance inspection.
+6819,2024-01-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Thermal overshoot event coincided with recipe change on furnace.
+6820,2024-01-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.706,False,Operator reported intermittent chatter on machine CNC-04.
+6821,2024-01-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.728,False,Coolant loop adjustment reduced chamber temperature spread.
+6822,2024-01-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.095,False,Transient outlier matched forklift impact near cabinet wall.
+6823,2024-01-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.613,False,Sensor battery health remains nominal after firmware update.
+6824,2024-01-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.631,False,Telemetry quality flag downgraded during sensor self-test window.
+6825,2024-01-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.26,False,Vibration harmonics broadened during extended production run.
+6826,2024-01-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.314,False,Press cycle dwell time lengthened during high-volume batch.
+6827,2024-01-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Transient outlier matched forklift impact near cabinet wall.
+6828,2024-01-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.848,False,Reliability engineer tagged sample window for model retraining.
+6829,2024-01-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Pressure line purge completed before restart authorization.
+6830,2024-01-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.133,False,Quality team requested trace review for lot 24-118B.
+6831,2024-01-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6832,2024-01-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.192,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6833,2024-01-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Sensor battery health remains nominal after firmware update.
+6834,2024-01-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.137,False,Vibration baseline recovered after tool holder replacement.
+6835,2024-01-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Maintenance scheduler deferred calibration due to spare shortage.
+6836,2024-01-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.273,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6837,2024-01-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Temperature variance narrowed after coolant nozzle cleaning.
+6838,2024-01-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Warning threshold updated for pilot predictive-maintenance model.
+6839,2024-01-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.754,False,Humidity climbed during dock-door open period in afternoon shift.
+6840,2024-01-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.464,False,Coolant loop adjustment reduced chamber temperature spread.
+6841,2024-01-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.207,False,Anomaly review flagged possible bearing wear progression.
+6842,2024-01-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.83,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6843,2024-01-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Calibration check overdue by 11 days for press-line transducer.
+6844,2024-01-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.724,False,Sensor enclosure opened for manual calibration verification.
+6845,2024-01-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.502,False,Maintenance note logged for coupling imbalance inspection.
+6846,2024-01-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.976,False,Sensor battery health remains nominal after firmware update.
+6847,2024-01-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.725,False,Humidity baseline improved after seal replacement.
+6848,2024-01-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Quality team requested trace review for lot 24-118B.
+6849,2024-01-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.037,False,Pressure peak corresponds to oversized billet batch processing.
+6850,2024-01-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.725,False,Maintenance note logged for coupling imbalance inspection.
+6851,2024-01-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.541,False,Sensor battery health remains nominal after firmware update.
+6852,2024-01-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.65,False,Shift handoff note referenced unusual noise near press enclosure.
+6853,2024-01-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.799,False,SCADA backfill inserted two delayed telemetry points.
+6854,2024-01-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.816,False,Packaging line stop reduced adjacent vibration background.
+6855,2024-01-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Operator reported intermittent chatter on machine CNC-04.
+6856,2024-01-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.392,False,Unbalanced load introduced cyclical pressure ripple.
+6857,2024-01-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Thermal overshoot event coincided with recipe change on furnace.
+6858,2024-01-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.429,False,Sensor battery health remains nominal after firmware update.
+6859,2024-01-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Transient outlier matched forklift impact near cabinet wall.
+6860,2024-01-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.991,False,Hydraulic line pressure oscillation detected under load.
+6861,2024-01-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.127,False,Machine idle period extended during planned sanitation window.
+6862,2024-01-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.016,False,Thermal overshoot event coincided with recipe change on furnace.
+6863,2024-01-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Unbalanced load introduced cyclical pressure ripple.
+6864,2024-01-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.495,False,Temporary gateway failover completed without data loss.
+6865,2024-01-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Hydraulic line pressure oscillation detected under load.
+6866,2024-01-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.722,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6867,2024-01-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.486,False,Air handler maintenance reduced humidity variance on finishing line.
+6868,2024-01-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.4,False,Transient outlier matched forklift impact near cabinet wall.
+6869,2024-01-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Temperature variance narrowed after coolant nozzle cleaning.
+6870,2024-01-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.117,False,Humidity baseline improved after seal replacement.
+6871,2024-01-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Telemetry quality flag downgraded during sensor self-test window.
+6872,2024-01-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.51,False,Humidity excursion near finishing booth during coating run.
+6873,2024-01-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Operator reset acknowledged after red-tag inspection.
+6874,2024-01-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.278,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6875,2024-01-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.157,False,Calibration check overdue by 11 days for press-line transducer.
+6876,2024-01-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.968,False,Vibration burst exceeds envelope during tool change cycle.
+6877,2024-01-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Quality team requested trace review for lot 24-118B.
+6878,2024-01-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.27,False,Dust extraction fan offline for 18 minutes on line finishing.
+6879,2024-01-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.456,False,Pressure peak corresponds to oversized billet batch processing.
+6880,2024-01-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.96,False,Temperature remained elevated during unscheduled overtime run.
+6881,2024-01-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Night shift startup produced higher than normal vibration floor.
+6882,2024-01-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.099,False,Machine throughput increase drove sustained pressure uplift.
+6883,2024-01-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.589,False,Air handler maintenance reduced humidity variance on finishing line.
+6884,2024-01-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.135,False,Operator reported intermittent chatter on machine CNC-04.
+6885,2024-01-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6886,2024-01-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.255,False,Humidity excursion near finishing booth during coating run.
+6887,2024-01-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.726,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6888,2024-01-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.983,False,Vibration baseline recovered after tool holder replacement.
+6889,2024-01-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Vibration harmonics broadened during extended production run.
+6890,2024-01-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.67,False,Operator reported intermittent chatter on machine CNC-04.
+6891,2024-01-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Night shift startup produced higher than normal vibration floor.
+6892,2024-01-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.343,False,Quality team requested trace review for lot 24-118B.
+6893,2024-01-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6894,2024-01-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.308,False,Vibration burst exceeds envelope during tool change cycle.
+6895,2024-01-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Dust extraction fan offline for 18 minutes on line finishing.
+6896,2024-01-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.588,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6897,2024-01-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.726,False,Machine idle period extended during planned sanitation window.
+6898,2024-01-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.415,False,Short-lived packet loss observed at edge gateway gw-02.
+6899,2024-01-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Thermal overshoot event coincided with recipe change on furnace.
+6900,2024-01-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.622,False,Temporary gateway failover completed without data loss.
+6901,2024-01-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Humidity excursion near finishing booth during coating run.
+6902,2024-01-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.87,False,Thermal ramp exceeded expected warmup curve before shift start.
+6903,2024-01-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.28,False,Coolant loop adjustment reduced chamber temperature spread.
+6904,2024-01-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.348,False,Sensor battery health remains nominal after firmware update.
+6905,2024-01-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.516,False,Machine throughput increase drove sustained pressure uplift.
+6906,2024-01-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.567,False,Operator reported intermittent chatter on machine CNC-04.
+6907,2024-01-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.729,False,Transient outlier matched forklift impact near cabinet wall.
+6908,2024-01-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.491,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6909,2024-01-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.327,False,Coolant loop adjustment reduced chamber temperature spread.
+6910,2024-01-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.809,False,Night shift startup produced higher than normal vibration floor.
+6911,2024-01-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.093,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6912,2024-01-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.419,False,Telemetry quality flag downgraded during sensor self-test window.
+6913,2024-01-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,SCADA backfill inserted two delayed telemetry points.
+6914,2024-01-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
+6915,2024-01-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.451,False,Heat-treat furnace door cycling increased localized temperature spikes.
+6916,2024-01-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.915,False,Thermal ramp exceeded expected warmup curve before shift start.
+6917,2024-01-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Humidity baseline improved after seal replacement.
+6918,2024-01-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.751,False,Sensor battery health remains nominal after firmware update.
+6919,2024-01-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Humidity readings track seasonal rise across late spring.
+6920,2024-01-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.193,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6921,2024-01-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Pressure peak corresponds to oversized billet batch processing.
+6922,2024-01-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.563,False,Thermal overshoot event coincided with recipe change on furnace.
+6923,2024-01-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Humidity excursion near finishing booth during coating run.
+6924,2024-01-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.004,False,Vibration harmonics broadened during extended production run.
+6925,2024-01-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Humidity readings track seasonal rise across late spring.
+6926,2024-01-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.236,False,Telemetry quality flag downgraded during sensor self-test window.
+6927,2024-01-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.937,False,Vibration baseline recovered after tool holder replacement.
+6928,2024-01-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.242,False,Quality hold reduced finishing booth activity for one shift.
+6929,2024-01-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.516,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+6930,2024-01-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.605,False,Hydraulic line pressure oscillation detected under load.
+6931,2024-01-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.422,False,Humidity excursion near finishing booth during coating run.
+6932,2024-01-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.752,False,Supervisory alert generated after three consecutive threshold breaches.
+6933,2024-01-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Pressure line purge completed before restart authorization.
+6934,2024-01-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.104,False,Transient outlier matched forklift impact near cabinet wall.
+6935,2024-01-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Transient outlier matched forklift impact near cabinet wall.
+6936,2024-01-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.865,False,Telemetry quality flag downgraded during sensor self-test window.
+6937,2024-01-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.687,False,Humidity baseline improved after seal replacement.
+6938,2024-01-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.513,False,Compressed air fluctuation introduced pressure noise for two cycles.
+6939,2024-01-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.13,False,Pressure peak corresponds to oversized billet batch processing.
+6940,2024-01-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.698,False,Warning threshold updated for pilot predictive-maintenance model.
+6941,2024-01-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.291,False,Humidity excursion near finishing booth during coating run.
+6942,2024-01-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.992,False,Condensation warning cleared after dehumidifier ramp-up.
+6943,2024-01-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Pressure peak corresponds to oversized billet batch processing.
+6944,2024-01-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.898,False,Pressure peak corresponds to oversized billet batch processing.
+6945,2024-01-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Ambient temperature stabilized after HVAC stage-two engagement.
+6946,2024-01-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.572,False,Short-lived packet loss observed at edge gateway gw-02.
+6947,2024-01-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Anomaly review flagged possible bearing wear progression.
+6948,2024-01-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.237,False,Thermal overshoot event coincided with recipe change on furnace.
+6949,2024-01-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.78,False,Maintenance note logged for coupling imbalance inspection.
+6950,2024-01-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.098,False,Operator reset acknowledged after red-tag inspection.
+6951,2024-01-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Temperature variance narrowed after coolant nozzle cleaning.
+6952,2024-01-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.409,False,Maintenance note logged for coupling imbalance inspection.
+6953,2024-01-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.445,False,Quality hold reduced finishing booth activity for one shift.
+6954,2024-01-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.651,False,SCADA backfill inserted two delayed telemetry points.
+6955,2024-01-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.095,False,Machine throughput increase drove sustained pressure uplift.
+6956,2024-01-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.002,False,Thermal overshoot event coincided with recipe change on furnace.
+6957,2024-01-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,Maintenance note logged for coupling imbalance inspection.
+6958,2024-01-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.29,False,Temperature variance narrowed after coolant nozzle cleaning.
+6959,2024-01-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.604,False,Sensor battery health remains nominal after firmware update.
+6960,2024-01-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.177,False,Hydraulic line pressure oscillation detected under load.
+6961,2024-01-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.636,False,Condensation warning cleared after dehumidifier ramp-up.
+6962,2024-01-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.142,False,SCADA backfill inserted two delayed telemetry points.
+6963,2024-01-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.346,False,Vibration baseline recovered after tool holder replacement.
+6964,2024-01-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.694,False,Thermal overshoot event coincided with recipe change on furnace.
+6965,2024-01-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Quality hold reduced finishing booth activity for one shift.
+6966,2024-01-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.094,False,Pressure peak corresponds to oversized billet batch processing.
+6967,2024-01-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.938,False,Reliability engineer tagged sample window for model retraining.
+6968,2024-01-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.333,False,Short-lived packet loss observed at edge gateway gw-02.
+6969,2024-01-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.258,False,Operator reported intermittent chatter on machine CNC-04.
+6970,2024-01-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.24,False,Bearing temperature rising faster than baseline on spindle cell.
+6971,2024-01-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.079,False,Hydraulic line pressure oscillation detected under load.
+6972,2024-01-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.697,False,Reliability engineer tagged sample window for model retraining.
+6973,2024-01-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.091,False,Thermal overshoot event coincided with recipe change on furnace.
+6974,2024-01-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.317,False,Calibration check overdue by 11 days for press-line transducer.
+6975,2024-01-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.726,False,Sensor enclosure opened for manual calibration verification.
+6976,2024-01-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.294,False,Short-lived packet loss observed at edge gateway gw-02.
+6977,2024-01-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.774,False,Air handler maintenance reduced humidity variance on finishing line.
+6978,2024-01-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.478,False,Humidity readings track seasonal rise across late spring.
+6979,2024-01-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.459,False,Coolant loop adjustment reduced chamber temperature spread.
+6980,2024-01-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.688,False,Thermal overshoot event coincided with recipe change on furnace.
+6981,2024-01-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.348,False,Press cycle dwell time lengthened during high-volume batch.
+6982,2024-01-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.737,False,Sensor heartbeat delayed by one interval after gateway retry.
+6983,2024-01-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.815,False,Warning threshold updated for pilot predictive-maintenance model.
+6984,2024-01-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.263,False,Reliability engineer tagged sample window for model retraining.
+6985,2024-01-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Transient outlier matched forklift impact near cabinet wall.
+6986,2024-01-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.387,False,Transient outlier matched forklift impact near cabinet wall.
+6987,2024-01-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.78,False,Anomaly review flagged possible bearing wear progression.
+6988,2024-01-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.564,False,Vibration burst exceeds envelope during tool change cycle.
+6989,2024-01-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Packaging line stop reduced adjacent vibration background.
+6990,2024-01-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+6991,2024-01-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.382,False,Quality team requested trace review for lot 24-118B.
+6992,2024-01-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.8,False,Sensor battery health remains nominal after firmware update.
+6993,2024-01-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Operator reported intermittent chatter on machine CNC-04.
+6994,2024-01-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.558,False,Pressure line purge completed before restart authorization.
+6995,2024-01-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Night shift startup produced higher than normal vibration floor.
+6996,2024-01-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.018,False,Temperature variance narrowed after coolant nozzle cleaning.
+6997,2024-01-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.144,False,Machine throughput increase drove sustained pressure uplift.
+6998,2024-01-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.207,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+6999,2024-01-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.014,False,Telemetry quality flag downgraded during sensor self-test window.
+7000,2024-01-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.892,False,Quality hold reduced finishing booth activity for one shift.
+7001,2024-01-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Quality team requested trace review for lot 24-118B.
+7002,2024-01-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.335,False,Unbalanced load introduced cyclical pressure ripple.
+7003,2024-01-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.208,False,Machine throughput increase drove sustained pressure uplift.
+7004,2024-01-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.036,False,Maintenance note logged for coupling imbalance inspection.
+7005,2024-01-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Pressure settled back to nominal after valve reseat.
+7006,2024-01-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.002,False,Anomaly review flagged possible bearing wear progression.
+7007,2024-01-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.455,False,Temperature variance narrowed after coolant nozzle cleaning.
+7008,2024-01-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.448,False,Quality team requested trace review for lot 24-118B.
+7009,2024-01-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Vibration harmonics broadened during extended production run.
+7010,2024-01-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.588,False,Pressure line purge completed before restart authorization.
+7011,2024-01-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Dust extraction fan offline for 18 minutes on line finishing.
+7012,2024-01-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.684,False,Transient outlier matched forklift impact near cabinet wall.
+7013,2024-01-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.267,False,Quality team requested trace review for lot 24-118B.
+7014,2024-01-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.009,False,Vibration baseline recovered after tool holder replacement.
+7015,2024-01-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.921,False,Quality team requested trace review for lot 24-118B.
+7016,2024-01-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.208,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7017,2024-01-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.852,False,Maintenance note logged for coupling imbalance inspection.
+7018,2024-01-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.732,False,Dust extraction fan offline for 18 minutes on line finishing.
+7019,2024-01-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.384,False,Thermal ramp exceeded expected warmup curve before shift start.
+7020,2024-01-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.577,False,Warning threshold updated for pilot predictive-maintenance model.
+7021,2024-01-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.612,False,Temperature variance narrowed after coolant nozzle cleaning.
+7022,2024-01-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.213,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7023,2024-01-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.62,False,Calibration check overdue by 11 days for press-line transducer.
+7024,2024-01-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7025,2024-01-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.064,False,Machine throughput increase drove sustained pressure uplift.
+7026,2024-01-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.489,False,Packaging line stop reduced adjacent vibration background.
+7027,2024-01-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Night shift startup produced higher than normal vibration floor.
+7028,2024-01-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.292,False,Sensor enclosure opened for manual calibration verification.
+7029,2024-01-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Packaging line stop reduced adjacent vibration background.
+7030,2024-01-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.475,False,Calibration check overdue by 11 days for press-line transducer.
+7031,2024-01-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.344,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7032,2024-01-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.808,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7033,2024-01-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Reliability engineer tagged sample window for model retraining.
+7034,2024-01-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.613,False,Supervisory alert generated after three consecutive threshold breaches.
+7035,2024-01-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Sensor signal clipping observed during startup surge.
+7036,2024-01-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.708,False,Thermal overshoot event coincided with recipe change on furnace.
+7037,2024-01-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Quality hold reduced finishing booth activity for one shift.
+7038,2024-01-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.337,False,Dust extraction fan offline for 18 minutes on line finishing.
+7039,2024-01-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.512,False,Shift handoff note referenced unusual noise near press enclosure.
+7040,2024-01-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.004,False,Shift handoff note referenced unusual noise near press enclosure.
+7041,2024-01-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Pressure settled back to nominal after valve reseat.
+7042,2024-01-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.677,False,SCADA backfill inserted two delayed telemetry points.
+7043,2024-01-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Short-lived packet loss observed at edge gateway gw-02.
+7044,2024-01-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.857,False,Maintenance scheduler deferred calibration due to spare shortage.
+7045,2024-01-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.924,False,Machine throughput increase drove sustained pressure uplift.
+7046,2024-01-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.605,False,Vibration harmonics broadened during extended production run.
+7047,2024-01-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.246,False,Unbalanced load introduced cyclical pressure ripple.
+7048,2024-01-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.452,False,Sensor enclosure opened for manual calibration verification.
+7049,2024-01-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Maintenance note logged for coupling imbalance inspection.
+7050,2024-01-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.064,False,Sensor battery health remains nominal after firmware update.
+7051,2024-01-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.013,False,Humidity baseline improved after seal replacement.
+7052,2024-01-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.133,False,Telemetry quality flag downgraded during sensor self-test window.
+7053,2024-01-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Air handler maintenance reduced humidity variance on finishing line.
+7054,2024-01-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.074,False,Humidity excursion near finishing booth during coating run.
+7055,2024-01-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Sensor heartbeat delayed by one interval after gateway retry.
+7056,2024-01-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.205,False,Temperature variance narrowed after coolant nozzle cleaning.
+7057,2024-01-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.707,False,Telemetry quality flag downgraded during sensor self-test window.
+7058,2024-01-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.838,False,Unbalanced load introduced cyclical pressure ripple.
+7059,2024-01-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Temperature remained elevated during unscheduled overtime run.
+7060,2024-01-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.901,False,Coolant loop adjustment reduced chamber temperature spread.
+7061,2024-01-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.933,False,Quality hold reduced finishing booth activity for one shift.
+7062,2024-01-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.01,False,Quality team requested trace review for lot 24-118B.
+7063,2024-01-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.562,False,Pressure line purge completed before restart authorization.
+7064,2024-01-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.991,False,Temporary gateway failover completed without data loss.
+7065,2024-01-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Operator reset acknowledged after red-tag inspection.
+7066,2024-01-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.923,False,Supervisory alert generated after three consecutive threshold breaches.
+7067,2024-01-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7068,2024-01-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.884,False,Condensation warning cleared after dehumidifier ramp-up.
+7069,2024-01-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Sensor enclosure opened for manual calibration verification.
+7070,2024-01-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.243,False,Humidity readings track seasonal rise across late spring.
+7071,2024-01-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.86,False,Bearing temperature rising faster than baseline on spindle cell.
+7072,2024-01-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.705,False,Maintenance note logged for coupling imbalance inspection.
+7073,2024-01-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7074,2024-01-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.755,False,Operator reported intermittent chatter on machine CNC-04.
+7075,2024-01-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.913,False,Edge collector replayed buffered events after network recovery.
+7076,2024-01-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.409,False,Bearing temperature rising faster than baseline on spindle cell.
+7077,2024-01-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7078,2024-01-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.39,False,Hydraulic line pressure oscillation detected under load.
+7079,2024-01-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.337,False,Maintenance note logged for coupling imbalance inspection.
+7080,2024-01-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.026,False,Operator reset acknowledged after red-tag inspection.
+7081,2024-01-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Temperature remained elevated during unscheduled overtime run.
+7082,2024-01-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.711,False,Packaging line stop reduced adjacent vibration background.
+7083,2024-01-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.466,False,SCADA backfill inserted two delayed telemetry points.
+7084,2024-01-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.543,False,Hydraulic line pressure oscillation detected under load.
+7085,2024-01-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.24,False,Pressure settled back to nominal after valve reseat.
+7086,2024-01-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.798,False,Shift handoff note referenced unusual noise near press enclosure.
+7087,2024-01-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.466,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7088,2024-01-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.981,False,Coolant loop adjustment reduced chamber temperature spread.
+7089,2024-01-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Machine idle period extended during planned sanitation window.
+7090,2024-01-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.845,False,Edge collector replayed buffered events after network recovery.
+7091,2024-01-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Operator reset acknowledged after red-tag inspection.
+7092,2024-01-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.5,False,Packaging line stop reduced adjacent vibration background.
+7093,2024-01-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.492,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7094,2024-01-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.098,False,Vibration harmonics broadened during extended production run.
+7095,2024-01-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Transient outlier matched forklift impact near cabinet wall.
+7096,2024-01-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.159,False,Unbalanced load introduced cyclical pressure ripple.
+7097,2024-01-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Calibration check overdue by 11 days for press-line transducer.
+7098,2024-01-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.085,False,Edge collector replayed buffered events after network recovery.
+7099,2024-01-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Vibration harmonics broadened during extended production run.
+7100,2024-01-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.21,False,Vibration baseline recovered after tool holder replacement.
+7101,2024-01-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,Operator reset acknowledged after red-tag inspection.
+7102,2024-01-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.212,False,Vibration burst exceeds envelope during tool change cycle.
+7103,2024-01-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.35,False,Calibration check overdue by 11 days for press-line transducer.
+7104,2024-01-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.593,False,Temperature variance narrowed after coolant nozzle cleaning.
+7105,2024-01-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.225,False,Humidity baseline improved after seal replacement.
+7106,2024-01-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.708,False,Air handler maintenance reduced humidity variance on finishing line.
+7107,2024-01-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Thermal overshoot event coincided with recipe change on furnace.
+7108,2024-01-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.426,False,Sensor enclosure opened for manual calibration verification.
+7109,2024-01-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.507,False,Temperature remained elevated during unscheduled overtime run.
+7110,2024-01-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.541,False,Anomaly review flagged possible bearing wear progression.
+7111,2024-01-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.204,False,Short-lived packet loss observed at edge gateway gw-02.
+7112,2024-01-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.037,False,Operator reset acknowledged after red-tag inspection.
+7113,2024-01-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Pressure peak corresponds to oversized billet batch processing.
+7114,2024-01-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.553,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7115,2024-01-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.878,False,Sensor battery health remains nominal after firmware update.
+7116,2024-01-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.475,False,Operator reset acknowledged after red-tag inspection.
+7117,2024-01-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.982,False,Vibration burst exceeds envelope during tool change cycle.
+7118,2024-01-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.956,False,Hydraulic line pressure oscillation detected under load.
+7119,2024-01-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Transient outlier matched forklift impact near cabinet wall.
+7120,2024-01-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.471,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7121,2024-01-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Machine throughput increase drove sustained pressure uplift.
+7122,2024-01-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.987,False,Humidity climbed during dock-door open period in afternoon shift.
+7123,2024-01-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.446,False,Temporary gateway failover completed without data loss.
+7124,2024-01-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.174,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7125,2024-01-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.531,False,Packaging line stop reduced adjacent vibration background.
+7126,2024-01-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.035,False,Condensation warning cleared after dehumidifier ramp-up.
+7127,2024-01-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.641,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7128,2024-01-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.265,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7129,2024-01-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.957,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7130,2024-01-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.027,False,Vibration harmonics broadened during extended production run.
+7131,2024-01-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.048,False,Sensor battery health remains nominal after firmware update.
+7132,2024-01-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.038,False,Operator reset acknowledged after red-tag inspection.
+7133,2024-01-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.3,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7134,2024-01-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.829,False,Vibration baseline recovered after tool holder replacement.
+7135,2024-01-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.795,False,Vibration harmonics broadened during extended production run.
+7136,2024-01-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.594,False,Dust extraction fan offline for 18 minutes on line finishing.
+7137,2024-01-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Sensor signal clipping observed during startup surge.
+7138,2024-01-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.084,False,Vibration baseline recovered after tool holder replacement.
+7139,2024-01-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.457,False,Coolant loop adjustment reduced chamber temperature spread.
+7140,2024-01-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.841,False,Vibration baseline recovered after tool holder replacement.
+7141,2024-01-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7142,2024-01-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.37,False,Bearing temperature rising faster than baseline on spindle cell.
+7143,2024-01-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.784,False,Maintenance scheduler deferred calibration due to spare shortage.
+7144,2024-01-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.294,False,Sensor signal clipping observed during startup surge.
+7145,2024-01-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.728,False,Air handler maintenance reduced humidity variance on finishing line.
+7146,2024-01-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.835,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7147,2024-01-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.381,False,Maintenance scheduler deferred calibration due to spare shortage.
+7148,2024-01-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.549,False,Pressure line purge completed before restart authorization.
+7149,2024-01-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.262,False,Edge collector replayed buffered events after network recovery.
+7150,2024-01-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Hydraulic line pressure oscillation detected under load.
+7151,2024-01-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.504,False,Pressure peak corresponds to oversized billet batch processing.
+7152,2024-01-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.988,False,Short-lived packet loss observed at edge gateway gw-02.
+7153,2024-01-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.603,False,Telemetry quality flag downgraded during sensor self-test window.
+7154,2024-01-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.71,False,Packaging line stop reduced adjacent vibration background.
+7155,2024-01-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.292,False,Operator reported intermittent chatter on machine CNC-04.
+7156,2024-01-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.809,False,Quality hold reduced finishing booth activity for one shift.
+7157,2024-01-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Humidity climbed during dock-door open period in afternoon shift.
+7158,2024-01-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.018,False,Pressure settled back to nominal after valve reseat.
+7159,2024-01-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Transient outlier matched forklift impact near cabinet wall.
+7160,2024-01-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Air handler maintenance reduced humidity variance on finishing line.
+7161,2024-01-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Sensor battery health remains nominal after firmware update.
+7162,2024-01-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.802,False,Humidity climbed during dock-door open period in afternoon shift.
+7163,2024-01-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.752,False,Vibration burst exceeds envelope during tool change cycle.
+7164,2024-01-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.279,False,Humidity climbed during dock-door open period in afternoon shift.
+7165,2024-01-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.888,False,Dust extraction fan offline for 18 minutes on line finishing.
+7166,2024-01-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.034,False,Transient outlier matched forklift impact near cabinet wall.
+7167,2024-01-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.216,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7168,2024-01-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.678,False,Vibration baseline recovered after tool holder replacement.
+7169,2024-01-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.653,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7170,2024-01-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7171,2024-01-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.493,False,Dust extraction fan offline for 18 minutes on line finishing.
+7172,2024-01-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.347,False,Maintenance note logged for coupling imbalance inspection.
+7173,2024-01-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Vibration burst exceeds envelope during tool change cycle.
+7174,2024-01-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.876,False,Humidity excursion near finishing booth during coating run.
+7175,2024-01-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,Edge collector replayed buffered events after network recovery.
+7176,2024-01-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.575,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7177,2024-01-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.922,False,Temperature variance narrowed after coolant nozzle cleaning.
+7178,2024-01-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.419,False,Temporary gateway failover completed without data loss.
+7179,2024-01-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.125,False,Reliability engineer tagged sample window for model retraining.
+7180,2024-01-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.472,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7181,2024-01-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.382,False,Reliability engineer tagged sample window for model retraining.
+7182,2024-01-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.454,False,Edge collector replayed buffered events after network recovery.
+7183,2024-01-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.631,False,Temperature remained elevated during unscheduled overtime run.
+7184,2024-01-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.024,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7185,2024-01-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Pressure peak corresponds to oversized billet batch processing.
+7186,2024-01-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.006,False,SCADA backfill inserted two delayed telemetry points.
+7187,2024-01-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7188,2024-01-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.061,False,Vibration burst exceeds envelope during tool change cycle.
+7189,2024-01-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7190,2024-01-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.612,False,Temporary gateway failover completed without data loss.
+7191,2024-01-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.341,False,Coolant loop adjustment reduced chamber temperature spread.
+7192,2024-01-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.599,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7193,2024-01-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Temperature remained elevated during unscheduled overtime run.
+7194,2024-01-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.798,False,Telemetry quality flag downgraded during sensor self-test window.
+7195,2024-01-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.831,False,Machine throughput increase drove sustained pressure uplift.
+7196,2024-01-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.875,False,Machine throughput increase drove sustained pressure uplift.
+7197,2024-01-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Thermal overshoot event coincided with recipe change on furnace.
+7198,2024-01-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7199,2024-01-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Quality team requested trace review for lot 24-118B.
+7200,2024-01-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.555,False,Warning threshold updated for pilot predictive-maintenance model.
+7201,2024-01-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Maintenance scheduler deferred calibration due to spare shortage.
+7202,2024-01-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.686,False,Shift handoff note referenced unusual noise near press enclosure.
+7203,2024-01-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.807,False,Anomaly review flagged possible bearing wear progression.
+7204,2024-01-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.077,False,Sensor enclosure opened for manual calibration verification.
+7205,2024-01-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Sensor battery health remains nominal after firmware update.
+7206,2024-01-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.357,False,Packaging line stop reduced adjacent vibration background.
+7207,2024-01-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.707,False,Air handler maintenance reduced humidity variance on finishing line.
+7208,2024-01-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.237,False,Temporary gateway failover completed without data loss.
+7209,2024-01-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.415,False,Humidity climbed during dock-door open period in afternoon shift.
+7210,2024-01-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.717,False,Reliability engineer tagged sample window for model retraining.
+7211,2024-01-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.988,False,Vibration harmonics broadened during extended production run.
+7212,2024-01-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.419,False,Humidity excursion near finishing booth during coating run.
+7213,2024-01-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.432,False,Anomaly review flagged possible bearing wear progression.
+7214,2024-01-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.582,False,Hydraulic line pressure oscillation detected under load.
+7215,2024-01-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.829,False,Air handler maintenance reduced humidity variance on finishing line.
+7216,2024-01-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.02,False,Temperature variance narrowed after coolant nozzle cleaning.
+7217,2024-01-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Dust extraction fan offline for 18 minutes on line finishing.
+7218,2024-01-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.331,False,Maintenance crew confirmed lubrication interval was missed.
+7219,2024-01-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.593,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7220,2024-01-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7221,2024-01-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Unbalanced load introduced cyclical pressure ripple.
+7222,2024-01-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.063,False,Quality team requested trace review for lot 24-118B.
+7223,2024-01-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Operator reset acknowledged after red-tag inspection.
+7224,2024-01-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.416,False,Quality hold reduced finishing booth activity for one shift.
+7225,2024-01-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.907,False,Temperature remained elevated during unscheduled overtime run.
+7226,2024-01-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Machine idle period extended during planned sanitation window.
+7227,2024-01-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.302,False,Operator reported intermittent chatter on machine CNC-04.
+7228,2024-01-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.215,False,Temperature remained elevated during unscheduled overtime run.
+7229,2024-01-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Coolant loop adjustment reduced chamber temperature spread.
+7230,2024-01-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.588,False,Reliability engineer tagged sample window for model retraining.
+7231,2024-01-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Pressure settled back to nominal after valve reseat.
+7232,2024-01-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.124,False,Temporary gateway failover completed without data loss.
+7233,2024-01-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.856,False,Calibration check overdue by 11 days for press-line transducer.
+7234,2024-01-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.621,False,Quality hold reduced finishing booth activity for one shift.
+7235,2024-01-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.514,False,Dust extraction fan offline for 18 minutes on line finishing.
+7236,2024-01-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.163,False,Sensor battery health remains nominal after firmware update.
+7237,2024-01-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.253,False,Vibration burst exceeds envelope during tool change cycle.
+7238,2024-01-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.648,False,Sensor enclosure opened for manual calibration verification.
+7239,2024-01-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.704,False,Machine throughput increase drove sustained pressure uplift.
+7240,2024-01-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.047,False,Unbalanced load introduced cyclical pressure ripple.
+7241,2024-01-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.672,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7242,2024-01-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.123,False,Packaging line stop reduced adjacent vibration background.
+7243,2024-01-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.327,False,Anomaly review flagged possible bearing wear progression.
+7244,2024-01-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.431,False,Transient outlier matched forklift impact near cabinet wall.
+7245,2024-01-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.858,False,Packaging line stop reduced adjacent vibration background.
+7246,2024-01-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.81,False,Operator reported intermittent chatter on machine CNC-04.
+7247,2024-01-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.234,False,Quality team requested trace review for lot 24-118B.
+7248,2024-01-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.909,False,Pressure peak corresponds to oversized billet batch processing.
+7249,2024-01-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Temporary gateway failover completed without data loss.
+7250,2024-01-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.401,False,Sensor enclosure opened for manual calibration verification.
+7251,2024-01-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.556,False,Condensation warning cleared after dehumidifier ramp-up.
+7252,2024-01-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Calibration check overdue by 11 days for press-line transducer.
+7253,2024-01-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.011,False,Air handler maintenance reduced humidity variance on finishing line.
+7254,2024-01-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.094,False,Press cycle dwell time lengthened during high-volume batch.
+7255,2024-01-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.524,False,Humidity readings track seasonal rise across late spring.
+7256,2024-01-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.639,False,Packaging line stop reduced adjacent vibration background.
+7257,2024-01-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Machine throughput increase drove sustained pressure uplift.
+7258,2024-01-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.371,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7259,2024-01-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.96,False,Pressure line purge completed before restart authorization.
+7260,2024-01-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.203,False,Temperature variance narrowed after coolant nozzle cleaning.
+7261,2024-01-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.222,False,Telemetry quality flag downgraded during sensor self-test window.
+7262,2024-01-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.64,False,Edge collector replayed buffered events after network recovery.
+7263,2024-01-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.17,False,Humidity baseline improved after seal replacement.
+7264,2024-01-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.158,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7265,2024-01-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Air handler maintenance reduced humidity variance on finishing line.
+7266,2024-01-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.399,False,Reliability engineer tagged sample window for model retraining.
+7267,2024-01-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Sensor heartbeat delayed by one interval after gateway retry.
+7268,2024-01-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.754,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7269,2024-01-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.858,False,Coolant loop adjustment reduced chamber temperature spread.
+7270,2024-01-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.091,False,Temperature variance narrowed after coolant nozzle cleaning.
+7271,2024-01-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.506,False,Packaging line stop reduced adjacent vibration background.
+7272,2024-01-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.802,False,Humidity baseline improved after seal replacement.
+7273,2024-01-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.263,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7274,2024-01-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7275,2024-01-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.111,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7276,2024-01-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.209,False,Humidity baseline improved after seal replacement.
+7277,2024-01-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.197,False,Unbalanced load introduced cyclical pressure ripple.
+7278,2024-01-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.654,False,Bearing temperature rising faster than baseline on spindle cell.
+7279,2024-01-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.764,False,Maintenance note logged for coupling imbalance inspection.
+7280,2024-01-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.464,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7281,2024-01-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.965,False,Quality hold reduced finishing booth activity for one shift.
+7282,2024-01-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.709,False,Humidity readings track seasonal rise across late spring.
+7283,2024-01-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.464,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7284,2024-01-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.177,False,Packaging line stop reduced adjacent vibration background.
+7285,2024-01-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.385,False,Temperature remained elevated during unscheduled overtime run.
+7286,2024-01-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.415,False,Temporary gateway failover completed without data loss.
+7287,2024-01-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.759,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7288,2024-01-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7289,2024-01-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Humidity climbed during dock-door open period in afternoon shift.
+7290,2024-01-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.116,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7291,2024-01-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,SCADA backfill inserted two delayed telemetry points.
+7292,2024-01-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.231,False,Reliability engineer tagged sample window for model retraining.
+7293,2024-01-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,Thermal overshoot event coincided with recipe change on furnace.
+7294,2024-01-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.023,False,Vibration burst exceeds envelope during tool change cycle.
+7295,2024-01-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.249,False,Temporary gateway failover completed without data loss.
+7296,2024-01-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.141,False,Dust extraction fan offline for 18 minutes on line finishing.
+7297,2024-01-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Sensor heartbeat delayed by one interval after gateway retry.
+7298,2024-01-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.804,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7299,2024-01-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.2,False,SCADA backfill inserted two delayed telemetry points.
+7300,2024-01-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.938,False,Packaging line stop reduced adjacent vibration background.
+7301,2024-01-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Quality hold reduced finishing booth activity for one shift.
+7302,2024-01-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.742,False,Pressure settled back to nominal after valve reseat.
+7303,2024-01-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.025,False,Anomaly review flagged possible bearing wear progression.
+7304,2024-01-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.54,False,Humidity baseline improved after seal replacement.
+7305,2024-01-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Unbalanced load introduced cyclical pressure ripple.
+7306,2024-01-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.738,False,Operator reported intermittent chatter on machine CNC-04.
+7307,2024-01-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.45,False,Hydraulic line pressure oscillation detected under load.
+7308,2024-01-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.343,False,Pressure settled back to nominal after valve reseat.
+7309,2024-01-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Shift handoff note referenced unusual noise near press enclosure.
+7310,2024-01-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.163,False,Operator reset acknowledged after red-tag inspection.
+7311,2024-01-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Edge collector replayed buffered events after network recovery.
+7312,2024-01-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.993,False,Sensor enclosure opened for manual calibration verification.
+7313,2024-01-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.686,False,Pressure line purge completed before restart authorization.
+7314,2024-01-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.8,False,Pressure peak corresponds to oversized billet batch processing.
+7315,2024-01-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.902,False,Press cycle dwell time lengthened during high-volume batch.
+7316,2024-01-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.637,False,Telemetry quality flag downgraded during sensor self-test window.
+7317,2024-01-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.361,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7318,2024-01-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.932,False,Supervisory alert generated after three consecutive threshold breaches.
+7319,2024-01-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Sensor heartbeat delayed by one interval after gateway retry.
+7320,2024-01-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.83,False,Calibration check overdue by 11 days for press-line transducer.
+7321,2024-01-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.055,False,Telemetry quality flag downgraded during sensor self-test window.
+7322,2024-01-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.273,False,Warning threshold updated for pilot predictive-maintenance model.
+7323,2024-01-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.433,False,Quality hold reduced finishing booth activity for one shift.
+7324,2024-01-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.891,False,Packaging line stop reduced adjacent vibration background.
+7325,2024-01-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Thermal overshoot event coincided with recipe change on furnace.
+7326,2024-01-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Maintenance note logged for coupling imbalance inspection.
+7327,2024-01-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.548,False,Hydraulic line pressure oscillation detected under load.
+7328,2024-01-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.356,False,Sensor heartbeat delayed by one interval after gateway retry.
+7329,2024-01-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Temperature remained elevated during unscheduled overtime run.
+7330,2024-01-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.34,False,Supervisory alert generated after three consecutive threshold breaches.
+7331,2024-01-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.065,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7332,2024-01-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.231,False,Unbalanced load introduced cyclical pressure ripple.
+7333,2024-01-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.854,False,Vibration burst exceeds envelope during tool change cycle.
+7334,2024-01-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7335,2024-01-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,Operator reported intermittent chatter on machine CNC-04.
+7336,2024-01-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.555,False,Vibration baseline recovered after tool holder replacement.
+7337,2024-01-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Dust extraction fan offline for 18 minutes on line finishing.
+7338,2024-01-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.513,False,Temperature remained elevated during unscheduled overtime run.
+7339,2024-01-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Maintenance note logged for coupling imbalance inspection.
+7340,2024-01-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.93,False,Press cycle dwell time lengthened during high-volume batch.
+7341,2024-01-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Vibration harmonics broadened during extended production run.
+7342,2024-01-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.69,False,Supervisory alert generated after three consecutive threshold breaches.
+7343,2024-01-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7344,2024-01-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.944,False,Dust extraction fan offline for 18 minutes on line finishing.
+7345,2024-01-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.905,False,Edge collector replayed buffered events after network recovery.
+7346,2024-01-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.256,False,Maintenance scheduler deferred calibration due to spare shortage.
+7347,2024-01-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.539,False,Temperature variance narrowed after coolant nozzle cleaning.
+7348,2024-01-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.217,False,Thermal ramp exceeded expected warmup curve before shift start.
+7349,2024-01-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7350,2024-01-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.46,False,Coolant loop adjustment reduced chamber temperature spread.
+7351,2024-01-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.589,False,Maintenance note logged for coupling imbalance inspection.
+7352,2024-01-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.878,False,SCADA backfill inserted two delayed telemetry points.
+7353,2024-01-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.095,False,Supervisory alert generated after three consecutive threshold breaches.
+7354,2024-01-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.218,False,Temperature remained elevated during unscheduled overtime run.
+7355,2024-01-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.646,False,Coolant loop adjustment reduced chamber temperature spread.
+7356,2024-01-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.999,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7357,2024-01-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.131,False,Calibration check overdue by 11 days for press-line transducer.
+7358,2024-01-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.816,False,Humidity excursion near finishing booth during coating run.
+7359,2024-01-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Hydraulic line pressure oscillation detected under load.
+7360,2024-01-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.062,False,Night shift startup produced higher than normal vibration floor.
+7361,2024-01-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance scheduler deferred calibration due to spare shortage.
+7362,2024-01-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.505,False,Supervisory alert generated after three consecutive threshold breaches.
+7363,2024-01-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.432,False,Air handler maintenance reduced humidity variance on finishing line.
+7364,2024-01-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.8,False,Vibration baseline recovered after tool holder replacement.
+7365,2024-01-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7366,2024-01-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.967,False,Telemetry quality flag downgraded during sensor self-test window.
+7367,2024-01-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.535,False,Humidity readings track seasonal rise across late spring.
+7368,2024-01-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.28,False,Night shift startup produced higher than normal vibration floor.
+7369,2024-01-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Warning threshold updated for pilot predictive-maintenance model.
+7370,2024-01-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.762,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7371,2024-01-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Supervisory alert generated after three consecutive threshold breaches.
+7372,2024-01-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.758,False,Dust extraction fan offline for 18 minutes on line finishing.
+7373,2024-01-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Night shift startup produced higher than normal vibration floor.
+7374,2024-01-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.757,False,Humidity readings track seasonal rise across late spring.
+7375,2024-01-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.819,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7376,2024-01-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.952,False,Machine throughput increase drove sustained pressure uplift.
+7377,2024-01-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.893,False,Night shift startup produced higher than normal vibration floor.
+7378,2024-01-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.283,False,Condensation warning cleared after dehumidifier ramp-up.
+7379,2024-01-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.9,False,Calibration check overdue by 11 days for press-line transducer.
+7380,2024-01-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.174,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7381,2024-01-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.301,False,Quality team requested trace review for lot 24-118B.
+7382,2024-01-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.433,False,Sensor signal clipping observed during startup surge.
+7383,2024-01-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.872,False,Supervisory alert generated after three consecutive threshold breaches.
+7384,2024-01-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.89,False,Anomaly review flagged possible bearing wear progression.
+7385,2024-01-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Pressure peak corresponds to oversized billet batch processing.
+7386,2024-01-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.639,False,Warning threshold updated for pilot predictive-maintenance model.
+7387,2024-01-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.751,False,Maintenance crew confirmed lubrication interval was missed.
+7388,2024-01-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.322,False,Transient outlier matched forklift impact near cabinet wall.
+7389,2024-01-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration harmonics broadened during extended production run.
+7390,2024-01-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.585,False,Air handler maintenance reduced humidity variance on finishing line.
+7391,2024-01-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.317,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7392,2024-01-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.179,False,Warning threshold updated for pilot predictive-maintenance model.
+7393,2024-01-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Coolant loop adjustment reduced chamber temperature spread.
+7394,2024-01-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.304,False,Vibration baseline recovered after tool holder replacement.
+7395,2024-01-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.493,False,Machine idle period extended during planned sanitation window.
+7396,2024-01-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Pressure settled back to nominal after valve reseat.
+7397,2024-01-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Calibration check overdue by 11 days for press-line transducer.
+7398,2024-01-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.558,False,Shift handoff note referenced unusual noise near press enclosure.
+7399,2024-01-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.826,False,Supervisory alert generated after three consecutive threshold breaches.
+7400,2024-01-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.948,False,Temperature remained elevated during unscheduled overtime run.
+7401,2024-01-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Short-lived packet loss observed at edge gateway gw-02.
+7402,2024-01-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.847,False,Sensor enclosure opened for manual calibration verification.
+7403,2024-01-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.912,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7404,2024-01-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.594,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7405,2024-01-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.908,False,Operator reported intermittent chatter on machine CNC-04.
+7406,2024-01-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.172,False,Shift handoff note referenced unusual noise near press enclosure.
+7407,2024-01-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.048,False,Machine throughput increase drove sustained pressure uplift.
+7408,2024-01-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.855,False,Night shift startup produced higher than normal vibration floor.
+7409,2024-01-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Unbalanced load introduced cyclical pressure ripple.
+7410,2024-01-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.945,False,Maintenance note logged for coupling imbalance inspection.
+7411,2024-01-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.036,False,Unbalanced load introduced cyclical pressure ripple.
+7412,2024-01-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.066,False,Transient outlier matched forklift impact near cabinet wall.
+7413,2024-01-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.03,False,Thermal overshoot event coincided with recipe change on furnace.
+7414,2024-01-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.355,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7415,2024-01-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Unbalanced load introduced cyclical pressure ripple.
+7416,2024-01-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.691,False,Quality hold reduced finishing booth activity for one shift.
+7417,2024-01-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.378,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7418,2024-01-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.921,False,Unbalanced load introduced cyclical pressure ripple.
+7419,2024-01-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Humidity readings track seasonal rise across late spring.
+7420,2024-01-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.94,False,Bearing temperature rising faster than baseline on spindle cell.
+7421,2024-01-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Pressure line purge completed before restart authorization.
+7422,2024-01-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.545,False,Night shift startup produced higher than normal vibration floor.
+7423,2024-01-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.206,False,Pressure settled back to nominal after valve reseat.
+7424,2024-01-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.566,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7425,2024-01-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.499,False,Night shift startup produced higher than normal vibration floor.
+7426,2024-01-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.541,False,Coolant loop adjustment reduced chamber temperature spread.
+7427,2024-01-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.317,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7428,2024-01-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.83,False,Maintenance note logged for coupling imbalance inspection.
+7429,2024-01-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Quality hold reduced finishing booth activity for one shift.
+7430,2024-01-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.204,False,Humidity readings track seasonal rise across late spring.
+7431,2024-01-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Short-lived packet loss observed at edge gateway gw-02.
+7432,2024-01-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.808,False,Reliability engineer tagged sample window for model retraining.
+7433,2024-01-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Temperature remained elevated during unscheduled overtime run.
+7434,2024-01-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.273,False,Pressure line purge completed before restart authorization.
+7435,2024-01-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.777,False,Sensor heartbeat delayed by one interval after gateway retry.
+7436,2024-01-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.657,False,Sensor battery health remains nominal after firmware update.
+7437,2024-01-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7438,2024-01-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.992,False,Quality hold reduced finishing booth activity for one shift.
+7439,2024-01-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Dust extraction fan offline for 18 minutes on line finishing.
+7440,2024-01-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.458,False,Vibration baseline recovered after tool holder replacement.
+7441,2024-01-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.82,False,Transient outlier matched forklift impact near cabinet wall.
+7442,2024-01-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.647,False,Dust extraction fan offline for 18 minutes on line finishing.
+7443,2024-01-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.831,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7444,2024-01-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.551,False,Temporary gateway failover completed without data loss.
+7445,2024-01-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.938,False,Reliability engineer tagged sample window for model retraining.
+7446,2024-01-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.025,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7447,2024-01-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,SCADA backfill inserted two delayed telemetry points.
+7448,2024-01-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.019,False,Sensor heartbeat delayed by one interval after gateway retry.
+7449,2024-01-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.161,False,Pressure peak corresponds to oversized billet batch processing.
+7450,2024-01-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.445,False,Vibration harmonics broadened during extended production run.
+7451,2024-01-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Press cycle dwell time lengthened during high-volume batch.
+7452,2024-01-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.696,False,Maintenance crew confirmed lubrication interval was missed.
+7453,2024-01-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.942,False,Calibration check overdue by 11 days for press-line transducer.
+7454,2024-01-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.92,False,Packaging line stop reduced adjacent vibration background.
+7455,2024-01-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.055,False,Bearing temperature rising faster than baseline on spindle cell.
+7456,2024-01-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.459,False,Temporary gateway failover completed without data loss.
+7457,2024-01-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Reliability engineer tagged sample window for model retraining.
+7458,2024-01-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.71,False,SCADA backfill inserted two delayed telemetry points.
+7459,2024-01-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.255,False,Press cycle dwell time lengthened during high-volume batch.
+7460,2024-01-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.218,False,Transient outlier matched forklift impact near cabinet wall.
+7461,2024-01-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.517,False,Maintenance scheduler deferred calibration due to spare shortage.
+7462,2024-01-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.669,False,Press cycle dwell time lengthened during high-volume batch.
+7463,2024-01-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.811,False,Pressure settled back to nominal after valve reseat.
+7464,2024-01-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.82,False,Operator reported intermittent chatter on machine CNC-04.
+7465,2024-01-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.135,False,Vibration burst exceeds envelope during tool change cycle.
+7466,2024-01-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.31,False,Temperature remained elevated during unscheduled overtime run.
+7467,2024-01-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7468,2024-01-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.475,False,Humidity readings track seasonal rise across late spring.
+7469,2024-01-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Shift handoff note referenced unusual noise near press enclosure.
+7470,2024-01-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.387,False,Transient outlier matched forklift impact near cabinet wall.
+7471,2024-01-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Anomaly review flagged possible bearing wear progression.
+7472,2024-01-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.1,False,Anomaly review flagged possible bearing wear progression.
+7473,2024-01-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.807,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7474,2024-01-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.77,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7475,2024-01-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.419,False,Vibration baseline recovered after tool holder replacement.
+7476,2024-01-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.584,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7477,2024-01-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7478,2024-01-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.127,False,Operator reported intermittent chatter on machine CNC-04.
+7479,2024-01-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.85,False,Pressure settled back to nominal after valve reseat.
+7480,2024-01-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.585,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7481,2024-01-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.77,False,Hydraulic line pressure oscillation detected under load.
+7482,2024-01-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.609,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7483,2024-01-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.599,False,Maintenance crew confirmed lubrication interval was missed.
+7484,2024-01-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.518,False,Press cycle dwell time lengthened during high-volume batch.
+7485,2024-01-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Vibration harmonics broadened during extended production run.
+7486,2024-01-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.533,False,Calibration check overdue by 11 days for press-line transducer.
+7487,2024-01-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7488,2024-01-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.206,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7489,2024-01-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.182,False,Vibration burst exceeds envelope during tool change cycle.
+7490,2024-01-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.538,False,Telemetry quality flag downgraded during sensor self-test window.
+7491,2024-01-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.378,False,Bearing temperature rising faster than baseline on spindle cell.
+7492,2024-01-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.0,False,Maintenance note logged for coupling imbalance inspection.
+7493,2024-01-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7494,2024-01-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.115,False,Humidity climbed during dock-door open period in afternoon shift.
+7495,2024-01-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.175,False,Sensor battery health remains nominal after firmware update.
+7496,2024-01-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.697,False,Warning threshold updated for pilot predictive-maintenance model.
+7497,2024-01-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.88,False,Operator reported intermittent chatter on machine CNC-04.
+7498,2024-01-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.549,False,Transient outlier matched forklift impact near cabinet wall.
+7499,2024-01-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Anomaly review flagged possible bearing wear progression.
+7500,2024-01-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.468,False,Sensor heartbeat delayed by one interval after gateway retry.
+7501,2024-01-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Operator reported intermittent chatter on machine CNC-04.
+7502,2024-01-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.844,False,Warning threshold updated for pilot predictive-maintenance model.
+7503,2024-01-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.569,False,SCADA backfill inserted two delayed telemetry points.
+7504,2024-01-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7505,2024-01-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.165,False,Reliability engineer tagged sample window for model retraining.
+7506,2024-01-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.131,False,Shift handoff note referenced unusual noise near press enclosure.
+7507,2024-01-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.521,False,Quality team requested trace review for lot 24-118B.
+7508,2024-01-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.283,False,Dust extraction fan offline for 18 minutes on line finishing.
+7509,2024-01-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Supervisory alert generated after three consecutive threshold breaches.
+7510,2024-01-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.262,False,Edge collector replayed buffered events after network recovery.
+7511,2024-01-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Sensor heartbeat delayed by one interval after gateway retry.
+7512,2024-01-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Unbalanced load introduced cyclical pressure ripple.
+7513,2024-01-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Sensor heartbeat delayed by one interval after gateway retry.
+7514,2024-01-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.739,False,Thermal overshoot event coincided with recipe change on furnace.
+7515,2024-01-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.2,False,SCADA backfill inserted two delayed telemetry points.
+7516,2024-01-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.074,False,Humidity readings track seasonal rise across late spring.
+7517,2024-01-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,SCADA backfill inserted two delayed telemetry points.
+7518,2024-01-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.523,False,Warning threshold updated for pilot predictive-maintenance model.
+7519,2024-01-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.695,False,Reliability engineer tagged sample window for model retraining.
+7520,2024-01-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.257,False,Pressure peak corresponds to oversized billet batch processing.
+7521,2024-01-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Dust extraction fan offline for 18 minutes on line finishing.
+7522,2024-01-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.626,False,Maintenance scheduler deferred calibration due to spare shortage.
+7523,2024-01-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Maintenance crew confirmed lubrication interval was missed.
+7524,2024-01-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.82,False,Anomaly review flagged possible bearing wear progression.
+7525,2024-01-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Air handler maintenance reduced humidity variance on finishing line.
+7526,2024-01-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.991,False,Coolant loop adjustment reduced chamber temperature spread.
+7527,2024-01-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7528,2024-01-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.797,False,Humidity excursion near finishing booth during coating run.
+7529,2024-01-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.921,False,Vibration baseline recovered after tool holder replacement.
+7530,2024-01-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.271,False,Operator reset acknowledged after red-tag inspection.
+7531,2024-01-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Vibration burst exceeds envelope during tool change cycle.
+7532,2024-01-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.362,False,Vibration baseline recovered after tool holder replacement.
+7533,2024-01-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.481,False,Condensation warning cleared after dehumidifier ramp-up.
+7534,2024-01-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.793,False,Reliability engineer tagged sample window for model retraining.
+7535,2024-01-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.721,False,Short-lived packet loss observed at edge gateway gw-02.
+7536,2024-01-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.163,False,Supervisory alert generated after three consecutive threshold breaches.
+7537,2024-01-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.019,False,Vibration burst exceeds envelope during tool change cycle.
+7538,2024-01-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.254,False,Calibration check overdue by 11 days for press-line transducer.
+7539,2024-01-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.084,False,Sensor signal clipping observed during startup surge.
+7540,2024-01-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.977,False,Maintenance crew confirmed lubrication interval was missed.
+7541,2024-01-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.803,False,Thermal ramp exceeded expected warmup curve before shift start.
+7542,2024-01-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.28,False,SCADA backfill inserted two delayed telemetry points.
+7543,2024-01-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.375,False,Pressure settled back to nominal after valve reseat.
+7544,2024-01-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.402,False,Temperature remained elevated during unscheduled overtime run.
+7545,2024-01-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Temperature variance narrowed after coolant nozzle cleaning.
+7546,2024-01-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Pressure settled back to nominal after valve reseat.
+7547,2024-01-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Reliability engineer tagged sample window for model retraining.
+7548,2024-01-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.386,False,Calibration check overdue by 11 days for press-line transducer.
+7549,2024-01-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.435,False,Operator reported intermittent chatter on machine CNC-04.
+7550,2024-01-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.868,False,Press cycle dwell time lengthened during high-volume batch.
+7551,2024-01-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Condensation warning cleared after dehumidifier ramp-up.
+7552,2024-01-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.053,False,Pressure line purge completed before restart authorization.
+7553,2024-01-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.366,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7554,2024-01-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.154,False,Quality team requested trace review for lot 24-118B.
+7555,2024-01-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Thermal overshoot event coincided with recipe change on furnace.
+7556,2024-01-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.155,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7557,2024-01-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.102,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7558,2024-01-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.453,False,Temporary gateway failover completed without data loss.
+7559,2024-01-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.427,False,Edge collector replayed buffered events after network recovery.
+7560,2024-01-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.172,False,Vibration harmonics broadened during extended production run.
+7561,2024-01-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.992,False,Transient outlier matched forklift impact near cabinet wall.
+7562,2024-01-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.726,False,Edge collector replayed buffered events after network recovery.
+7563,2024-01-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Condensation warning cleared after dehumidifier ramp-up.
+7564,2024-01-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.536,False,Humidity climbed during dock-door open period in afternoon shift.
+7565,2024-01-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Humidity baseline improved after seal replacement.
+7566,2024-01-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.881,False,Unbalanced load introduced cyclical pressure ripple.
+7567,2024-01-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Bearing temperature rising faster than baseline on spindle cell.
+7568,2024-01-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.353,False,Thermal ramp exceeded expected warmup curve before shift start.
+7569,2024-01-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.318,False,Telemetry quality flag downgraded during sensor self-test window.
+7570,2024-01-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.022,False,Pressure line purge completed before restart authorization.
+7571,2024-01-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.518,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7572,2024-01-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.054,False,Unbalanced load introduced cyclical pressure ripple.
+7573,2024-01-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.176,False,Telemetry quality flag downgraded during sensor self-test window.
+7574,2024-01-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.608,False,Shift handoff note referenced unusual noise near press enclosure.
+7575,2024-01-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Reliability engineer tagged sample window for model retraining.
+7576,2024-01-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.241,False,Sensor heartbeat delayed by one interval after gateway retry.
+7577,2024-01-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7578,2024-01-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.15,False,Packaging line stop reduced adjacent vibration background.
+7579,2024-01-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Sensor enclosure opened for manual calibration verification.
+7580,2024-01-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.401,False,Calibration check overdue by 11 days for press-line transducer.
+7581,2024-01-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.032,False,SCADA backfill inserted two delayed telemetry points.
+7582,2024-01-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.895,False,Night shift startup produced higher than normal vibration floor.
+7583,2024-01-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.15,False,Anomaly review flagged possible bearing wear progression.
+7584,2024-01-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.817,False,SCADA backfill inserted two delayed telemetry points.
+7585,2024-01-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.917,False,Unbalanced load introduced cyclical pressure ripple.
+7586,2024-01-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.364,False,Telemetry quality flag downgraded during sensor self-test window.
+7587,2024-01-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.032,False,Quality team requested trace review for lot 24-118B.
+7588,2024-01-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.716,False,Humidity baseline improved after seal replacement.
+7589,2024-01-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Maintenance scheduler deferred calibration due to spare shortage.
+7590,2024-01-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.375,False,Pressure peak corresponds to oversized billet batch processing.
+7591,2024-01-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.201,False,Maintenance note logged for coupling imbalance inspection.
+7592,2024-01-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.158,False,Coolant loop adjustment reduced chamber temperature spread.
+7593,2024-01-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.138,False,Anomaly review flagged possible bearing wear progression.
+7594,2024-01-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.716,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7595,2024-01-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7596,2024-01-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.054,False,Humidity excursion near finishing booth during coating run.
+7597,2024-01-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.711,False,Temperature remained elevated during unscheduled overtime run.
+7598,2024-01-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.019,False,Pressure line purge completed before restart authorization.
+7599,2024-01-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.031,False,Vibration harmonics broadened during extended production run.
+7600,2024-01-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.445,False,Sensor heartbeat delayed by one interval after gateway retry.
+7601,2024-01-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.244,False,Air handler maintenance reduced humidity variance on finishing line.
+7602,2024-01-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.343,False,Hydraulic line pressure oscillation detected under load.
+7603,2024-01-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7604,2024-01-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.24,False,Thermal ramp exceeded expected warmup curve before shift start.
+7605,2024-01-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Temperature variance narrowed after coolant nozzle cleaning.
+7606,2024-01-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.238,False,Thermal ramp exceeded expected warmup curve before shift start.
+7607,2024-01-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.075,False,Thermal ramp exceeded expected warmup curve before shift start.
+7608,2024-01-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.715,False,Operator reset acknowledged after red-tag inspection.
+7609,2024-01-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.162,False,Calibration check overdue by 11 days for press-line transducer.
+7610,2024-01-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.699,False,Humidity readings track seasonal rise across late spring.
+7611,2024-01-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.841,False,Shift handoff note referenced unusual noise near press enclosure.
+7612,2024-01-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.44,False,Vibration burst exceeds envelope during tool change cycle.
+7613,2024-01-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Humidity baseline improved after seal replacement.
+7614,2024-01-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.474,False,Pressure peak corresponds to oversized billet batch processing.
+7615,2024-01-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Pressure line purge completed before restart authorization.
+7616,2024-01-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.35,False,Anomaly review flagged possible bearing wear progression.
+7617,2024-01-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Air handler maintenance reduced humidity variance on finishing line.
+7618,2024-01-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.477,False,Dust extraction fan offline for 18 minutes on line finishing.
+7619,2024-01-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Dust extraction fan offline for 18 minutes on line finishing.
+7620,2024-01-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.328,False,Packaging line stop reduced adjacent vibration background.
+7621,2024-01-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7622,2024-01-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.709,False,Temperature remained elevated during unscheduled overtime run.
+7623,2024-01-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Quality team requested trace review for lot 24-118B.
+7624,2024-01-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.899,False,Sensor signal clipping observed during startup surge.
+7625,2024-01-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.839,False,Thermal ramp exceeded expected warmup curve before shift start.
+7626,2024-01-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.303,False,Unbalanced load introduced cyclical pressure ripple.
+7627,2024-01-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.357,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7628,2024-01-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.977,False,Packaging line stop reduced adjacent vibration background.
+7629,2024-01-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Warning threshold updated for pilot predictive-maintenance model.
+7630,2024-01-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.229,False,Unbalanced load introduced cyclical pressure ripple.
+7631,2024-01-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.0,False,Maintenance scheduler deferred calibration due to spare shortage.
+7632,2024-01-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.031,False,Vibration burst exceeds envelope during tool change cycle.
+7633,2024-01-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.502,False,Sensor heartbeat delayed by one interval after gateway retry.
+7634,2024-01-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.843,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7635,2024-01-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.392,False,Calibration check overdue by 11 days for press-line transducer.
+7636,2024-01-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.799,False,Night shift startup produced higher than normal vibration floor.
+7637,2024-01-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,Supervisory alert generated after three consecutive threshold breaches.
+7638,2024-01-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.317,False,Coolant loop adjustment reduced chamber temperature spread.
+7639,2024-01-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.605,False,Shift handoff note referenced unusual noise near press enclosure.
+7640,2024-01-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.836,False,Dust extraction fan offline for 18 minutes on line finishing.
+7641,2024-01-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.044,False,Temperature remained elevated during unscheduled overtime run.
+7642,2024-01-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.709,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7643,2024-01-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.897,False,Short-lived packet loss observed at edge gateway gw-02.
+7644,2024-01-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.352,False,Sensor signal clipping observed during startup surge.
+7645,2024-01-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Vibration baseline recovered after tool holder replacement.
+7646,2024-01-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.679,False,Anomaly review flagged possible bearing wear progression.
+7647,2024-01-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.199,False,Humidity baseline improved after seal replacement.
+7648,2024-01-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.804,False,Supervisory alert generated after three consecutive threshold breaches.
+7649,2024-01-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.097,False,Night shift startup produced higher than normal vibration floor.
+7650,2024-01-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.141,False,Shift handoff note referenced unusual noise near press enclosure.
+7651,2024-01-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Maintenance crew confirmed lubrication interval was missed.
+7652,2024-01-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.26,False,Transient outlier matched forklift impact near cabinet wall.
+7653,2024-01-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7654,2024-01-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.442,False,Press cycle dwell time lengthened during high-volume batch.
+7655,2024-01-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.519,False,Thermal overshoot event coincided with recipe change on furnace.
+7656,2024-01-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.442,False,Sensor battery health remains nominal after firmware update.
+7657,2024-01-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Machine throughput increase drove sustained pressure uplift.
+7658,2024-01-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.468,False,Vibration harmonics broadened during extended production run.
+7659,2024-01-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.902,False,Packaging line stop reduced adjacent vibration background.
+7660,2024-01-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.622,False,Hydraulic line pressure oscillation detected under load.
+7661,2024-01-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Sensor signal clipping observed during startup surge.
+7662,2024-01-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.992,False,Vibration harmonics broadened during extended production run.
+7663,2024-01-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Supervisory alert generated after three consecutive threshold breaches.
+7664,2024-01-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.631,False,Vibration burst exceeds envelope during tool change cycle.
+7665,2024-01-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Quality hold reduced finishing booth activity for one shift.
+7666,2024-01-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.055,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7667,2024-01-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Air handler maintenance reduced humidity variance on finishing line.
+7668,2024-01-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.828,False,Bearing temperature rising faster than baseline on spindle cell.
+7669,2024-01-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,Packaging line stop reduced adjacent vibration background.
+7670,2024-01-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.88,False,Dust extraction fan offline for 18 minutes on line finishing.
+7671,2024-01-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.103,False,Pressure peak corresponds to oversized billet batch processing.
+7672,2024-01-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.545,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7673,2024-01-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.066,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7674,2024-01-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.005,False,Air handler maintenance reduced humidity variance on finishing line.
+7675,2024-01-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.81,False,Humidity readings track seasonal rise across late spring.
+7676,2024-01-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.027,False,Maintenance note logged for coupling imbalance inspection.
+7677,2024-01-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.792,False,Supervisory alert generated after three consecutive threshold breaches.
+7678,2024-01-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.111,False,Condensation warning cleared after dehumidifier ramp-up.
+7679,2024-01-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.703,False,SCADA backfill inserted two delayed telemetry points.
+7680,2024-01-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.382,False,Humidity baseline improved after seal replacement.
+7681,2024-01-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.204,False,Pressure settled back to nominal after valve reseat.
+7682,2024-01-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.82,False,Packaging line stop reduced adjacent vibration background.
+7683,2024-01-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.69,False,Night shift startup produced higher than normal vibration floor.
+7684,2024-01-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.031,False,Reliability engineer tagged sample window for model retraining.
+7685,2024-01-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.408,False,SCADA backfill inserted two delayed telemetry points.
+7686,2024-01-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.305,False,Transient outlier matched forklift impact near cabinet wall.
+7687,2024-01-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Short-lived packet loss observed at edge gateway gw-02.
+7688,2024-01-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.241,False,Calibration check overdue by 11 days for press-line transducer.
+7689,2024-01-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Machine throughput increase drove sustained pressure uplift.
+7690,2024-01-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.981,False,Transient outlier matched forklift impact near cabinet wall.
+7691,2024-01-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.268,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7692,2024-01-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.181,False,Night shift startup produced higher than normal vibration floor.
+7693,2024-01-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.425,False,Transient outlier matched forklift impact near cabinet wall.
+7694,2024-01-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.133,False,Anomaly review flagged possible bearing wear progression.
+7695,2024-01-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.009,False,Calibration check overdue by 11 days for press-line transducer.
+7696,2024-01-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.241,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7697,2024-01-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.084,False,Vibration baseline recovered after tool holder replacement.
+7698,2024-01-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.138,False,Shift handoff note referenced unusual noise near press enclosure.
+7699,2024-01-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Condensation warning cleared after dehumidifier ramp-up.
+7700,2024-01-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.457,False,Quality team requested trace review for lot 24-118B.
+7701,2024-01-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7702,2024-01-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.503,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7703,2024-01-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7704,2024-01-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.575,False,Sensor heartbeat delayed by one interval after gateway retry.
+7705,2024-01-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.136,False,Anomaly review flagged possible bearing wear progression.
+7706,2024-01-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.965,False,Operator reported intermittent chatter on machine CNC-04.
+7707,2024-01-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.295,False,Edge collector replayed buffered events after network recovery.
+7708,2024-01-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.344,False,Dust extraction fan offline for 18 minutes on line finishing.
+7709,2024-01-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.646,False,Temperature remained elevated during unscheduled overtime run.
+7710,2024-01-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.638,False,Humidity baseline improved after seal replacement.
+7711,2024-01-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.311,False,Packaging line stop reduced adjacent vibration background.
+7712,2024-01-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.62,False,Pressure settled back to nominal after valve reseat.
+7713,2024-01-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.544,False,Dust extraction fan offline for 18 minutes on line finishing.
+7714,2024-01-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.308,False,Unbalanced load introduced cyclical pressure ripple.
+7715,2024-01-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.338,False,Transient outlier matched forklift impact near cabinet wall.
+7716,2024-01-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.066,False,Operator reset acknowledged after red-tag inspection.
+7717,2024-01-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.201,False,Maintenance crew confirmed lubrication interval was missed.
+7718,2024-01-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.94,False,Sensor enclosure opened for manual calibration verification.
+7719,2024-01-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.554,False,Calibration check overdue by 11 days for press-line transducer.
+7720,2024-01-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.107,False,Operator reset acknowledged after red-tag inspection.
+7721,2024-01-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Telemetry quality flag downgraded during sensor self-test window.
+7722,2024-01-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.561,False,Vibration baseline recovered after tool holder replacement.
+7723,2024-01-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Thermal ramp exceeded expected warmup curve before shift start.
+7724,2024-01-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.536,False,Pressure peak corresponds to oversized billet batch processing.
+7725,2024-01-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Humidity readings track seasonal rise across late spring.
+7726,2024-01-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.947,False,Humidity baseline improved after seal replacement.
+7727,2024-01-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Night shift startup produced higher than normal vibration floor.
+7728,2024-01-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.335,False,Operator reported intermittent chatter on machine CNC-04.
+7729,2024-01-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Bearing temperature rising faster than baseline on spindle cell.
+7730,2024-01-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.343,False,Dust extraction fan offline for 18 minutes on line finishing.
+7731,2024-01-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Edge collector replayed buffered events after network recovery.
+7732,2024-01-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.087,False,Short-lived packet loss observed at edge gateway gw-02.
+7733,2024-01-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.902,False,Packaging line stop reduced adjacent vibration background.
+7734,2024-01-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.69,False,Anomaly review flagged possible bearing wear progression.
+7735,2024-01-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.448,False,Sensor enclosure opened for manual calibration verification.
+7736,2024-01-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.827,False,Sensor enclosure opened for manual calibration verification.
+7737,2024-01-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Hydraulic line pressure oscillation detected under load.
+7738,2024-01-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.771,False,Machine throughput increase drove sustained pressure uplift.
+7739,2024-01-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.397,False,Press cycle dwell time lengthened during high-volume batch.
+7740,2024-01-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.792,False,Pressure settled back to nominal after valve reseat.
+7741,2024-01-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Machine idle period extended during planned sanitation window.
+7742,2024-01-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.408,False,Pressure line purge completed before restart authorization.
+7743,2024-01-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.225,False,Machine idle period extended during planned sanitation window.
+7744,2024-01-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.837,False,Temperature variance narrowed after coolant nozzle cleaning.
+7745,2024-01-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.597,False,Humidity baseline improved after seal replacement.
+7746,2024-01-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.934,False,Shift handoff note referenced unusual noise near press enclosure.
+7747,2024-01-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Coolant loop adjustment reduced chamber temperature spread.
+7748,2024-01-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.98,False,Quality hold reduced finishing booth activity for one shift.
+7749,2024-01-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.601,False,Humidity baseline improved after seal replacement.
+7750,2024-01-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.497,False,Temporary gateway failover completed without data loss.
+7751,2024-01-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Short-lived packet loss observed at edge gateway gw-02.
+7752,2024-01-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.737,False,Hydraulic line pressure oscillation detected under load.
+7753,2024-01-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.964,False,Maintenance crew confirmed lubrication interval was missed.
+7754,2024-01-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.879,False,Anomaly review flagged possible bearing wear progression.
+7755,2024-01-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Sensor battery health remains nominal after firmware update.
+7756,2024-01-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.317,False,Bearing temperature rising faster than baseline on spindle cell.
+7757,2024-01-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.694,False,Quality hold reduced finishing booth activity for one shift.
+7758,2024-01-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.401,False,Machine throughput increase drove sustained pressure uplift.
+7759,2024-01-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.541,False,Dust extraction fan offline for 18 minutes on line finishing.
+7760,2024-01-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.754,False,Night shift startup produced higher than normal vibration floor.
+7761,2024-01-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Sensor enclosure opened for manual calibration verification.
+7762,2024-01-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.983,False,Maintenance scheduler deferred calibration due to spare shortage.
+7763,2024-01-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Pressure settled back to nominal after valve reseat.
+7764,2024-01-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.999,False,Night shift startup produced higher than normal vibration floor.
+7765,2024-01-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Sensor enclosure opened for manual calibration verification.
+7766,2024-01-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7767,2024-01-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Anomaly review flagged possible bearing wear progression.
+7768,2024-01-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.246,False,Bearing temperature rising faster than baseline on spindle cell.
+7769,2024-01-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.743,False,Vibration burst exceeds envelope during tool change cycle.
+7770,2024-01-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.947,False,Humidity baseline improved after seal replacement.
+7771,2024-01-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.024,False,Vibration baseline recovered after tool holder replacement.
+7772,2024-01-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.863,False,Reliability engineer tagged sample window for model retraining.
+7773,2024-01-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7774,2024-01-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.551,False,Maintenance crew confirmed lubrication interval was missed.
+7775,2024-01-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Reliability engineer tagged sample window for model retraining.
+7776,2024-01-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.835,False,Calibration check overdue by 11 days for press-line transducer.
+7777,2024-01-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.936,False,Sensor battery health remains nominal after firmware update.
+7778,2024-01-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.088,False,Pressure line purge completed before restart authorization.
+7779,2024-01-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.534,False,Anomaly review flagged possible bearing wear progression.
+7780,2024-01-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.392,False,Reliability engineer tagged sample window for model retraining.
+7781,2024-01-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Temperature variance narrowed after coolant nozzle cleaning.
+7782,2024-01-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.984,False,Maintenance scheduler deferred calibration due to spare shortage.
+7783,2024-01-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Bearing temperature rising faster than baseline on spindle cell.
+7784,2024-01-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.786,False,SCADA backfill inserted two delayed telemetry points.
+7785,2024-01-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Temperature remained elevated during unscheduled overtime run.
+7786,2024-01-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.831,False,Maintenance note logged for coupling imbalance inspection.
+7787,2024-01-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.662,False,Sensor enclosure opened for manual calibration verification.
+7788,2024-01-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.143,False,Shift handoff note referenced unusual noise near press enclosure.
+7789,2024-01-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.216,False,Telemetry quality flag downgraded during sensor self-test window.
+7790,2024-01-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.421,False,Sensor signal clipping observed during startup surge.
+7791,2024-01-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.104,False,Temperature remained elevated during unscheduled overtime run.
+7792,2024-01-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.175,False,Sensor heartbeat delayed by one interval after gateway retry.
+7793,2024-01-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Vibration harmonics broadened during extended production run.
+7794,2024-01-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.227,False,Shift handoff note referenced unusual noise near press enclosure.
+7795,2024-01-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.147,False,Warning threshold updated for pilot predictive-maintenance model.
+7796,2024-01-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.446,False,Warning threshold updated for pilot predictive-maintenance model.
+7797,2024-01-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Humidity readings track seasonal rise across late spring.
+7798,2024-01-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.725,False,Maintenance note logged for coupling imbalance inspection.
+7799,2024-01-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.845,False,Supervisory alert generated after three consecutive threshold breaches.
+7800,2024-01-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.351,False,Humidity excursion near finishing booth during coating run.
+7801,2024-01-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Humidity readings track seasonal rise across late spring.
+7802,2024-01-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.571,False,Condensation warning cleared after dehumidifier ramp-up.
+7803,2024-01-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Thermal overshoot event coincided with recipe change on furnace.
+7804,2024-01-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.635,False,Sensor signal clipping observed during startup surge.
+7805,2024-01-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.52,False,Maintenance crew confirmed lubrication interval was missed.
+7806,2024-01-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.379,False,Humidity excursion near finishing booth during coating run.
+7807,2024-01-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.978,False,Edge collector replayed buffered events after network recovery.
+7808,2024-01-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.719,False,Temperature variance narrowed after coolant nozzle cleaning.
+7809,2024-01-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.212,False,Telemetry quality flag downgraded during sensor self-test window.
+7810,2024-01-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.028,False,Pressure settled back to nominal after valve reseat.
+7811,2024-01-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.782,False,Pressure settled back to nominal after valve reseat.
+7812,2024-01-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.838,False,Unbalanced load introduced cyclical pressure ripple.
+7813,2024-01-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.429,False,Condensation warning cleared after dehumidifier ramp-up.
+7814,2024-01-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.162,False,Operator reset acknowledged after red-tag inspection.
+7815,2024-01-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.356,False,Temporary gateway failover completed without data loss.
+7816,2024-01-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.253,False,Telemetry quality flag downgraded during sensor self-test window.
+7817,2024-01-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Telemetry quality flag downgraded during sensor self-test window.
+7818,2024-01-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.62,False,Vibration burst exceeds envelope during tool change cycle.
+7819,2024-01-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.645,False,Calibration check overdue by 11 days for press-line transducer.
+7820,2024-01-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.026,False,Calibration check overdue by 11 days for press-line transducer.
+7821,2024-01-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.887,False,Reliability engineer tagged sample window for model retraining.
+7822,2024-01-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.833,False,Shift handoff note referenced unusual noise near press enclosure.
+7823,2024-01-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.569,False,Sensor signal clipping observed during startup surge.
+7824,2024-01-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.69,False,Humidity excursion near finishing booth during coating run.
+7825,2024-01-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.202,False,Packaging line stop reduced adjacent vibration background.
+7826,2024-01-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.383,False,Condensation warning cleared after dehumidifier ramp-up.
+7827,2024-01-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Vibration harmonics broadened during extended production run.
+7828,2024-01-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.496,False,Condensation warning cleared after dehumidifier ramp-up.
+7829,2024-01-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7830,2024-01-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.475,False,Humidity climbed during dock-door open period in afternoon shift.
+7831,2024-01-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.223,False,Temperature remained elevated during unscheduled overtime run.
+7832,2024-01-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.558,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7833,2024-01-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Anomaly review flagged possible bearing wear progression.
+7834,2024-01-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.737,False,Humidity readings track seasonal rise across late spring.
+7835,2024-01-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.901,False,Bearing temperature rising faster than baseline on spindle cell.
+7836,2024-01-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.397,False,Press cycle dwell time lengthened during high-volume batch.
+7837,2024-01-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.792,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7838,2024-01-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.476,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7839,2024-01-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7840,2024-01-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.758,False,Quality hold reduced finishing booth activity for one shift.
+7841,2024-01-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Warning threshold updated for pilot predictive-maintenance model.
+7842,2024-01-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.81,False,Operator reported intermittent chatter on machine CNC-04.
+7843,2024-01-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.985,False,Warning threshold updated for pilot predictive-maintenance model.
+7844,2024-01-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.327,False,Condensation warning cleared after dehumidifier ramp-up.
+7845,2024-01-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.457,False,Humidity climbed during dock-door open period in afternoon shift.
+7846,2024-01-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.725,False,Press cycle dwell time lengthened during high-volume batch.
+7847,2024-01-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.191,False,Transient outlier matched forklift impact near cabinet wall.
+7848,2024-01-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.259,False,Humidity climbed during dock-door open period in afternoon shift.
+7849,2024-01-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,Temporary gateway failover completed without data loss.
+7850,2024-01-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.35,False,Temperature variance narrowed after coolant nozzle cleaning.
+7851,2024-01-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.995,False,Shift handoff note referenced unusual noise near press enclosure.
+7852,2024-01-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.851,False,Temperature variance narrowed after coolant nozzle cleaning.
+7853,2024-01-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.405,False,Maintenance crew confirmed lubrication interval was missed.
+7854,2024-01-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.434,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7855,2024-01-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.321,False,Press cycle dwell time lengthened during high-volume batch.
+7856,2024-01-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.946,False,Short-lived packet loss observed at edge gateway gw-02.
+7857,2024-01-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Bearing temperature rising faster than baseline on spindle cell.
+7858,2024-01-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.704,False,Telemetry quality flag downgraded during sensor self-test window.
+7859,2024-01-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.116,False,Thermal ramp exceeded expected warmup curve before shift start.
+7860,2024-01-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.32,False,Thermal overshoot event coincided with recipe change on furnace.
+7861,2024-01-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7862,2024-01-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.957,False,Telemetry quality flag downgraded during sensor self-test window.
+7863,2024-01-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Edge collector replayed buffered events after network recovery.
+7864,2024-01-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.004,False,Temperature variance narrowed after coolant nozzle cleaning.
+7865,2024-01-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.916,False,Unbalanced load introduced cyclical pressure ripple.
+7866,2024-01-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.755,False,Sensor enclosure opened for manual calibration verification.
+7867,2024-01-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.079,False,Sensor battery health remains nominal after firmware update.
+7868,2024-01-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.229,False,Humidity excursion near finishing booth during coating run.
+7869,2024-01-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.421,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7870,2024-01-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.612,False,SCADA backfill inserted two delayed telemetry points.
+7871,2024-01-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Vibration baseline recovered after tool holder replacement.
+7872,2024-01-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.631,False,Unbalanced load introduced cyclical pressure ripple.
+7873,2024-01-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7874,2024-01-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.909,False,Hydraulic line pressure oscillation detected under load.
+7875,2024-01-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.555,False,Quality hold reduced finishing booth activity for one shift.
+7876,2024-01-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.87,False,Maintenance crew confirmed lubrication interval was missed.
+7877,2024-01-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Sensor signal clipping observed during startup surge.
+7878,2024-01-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.874,False,Pressure settled back to nominal after valve reseat.
+7879,2024-01-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.857,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7880,2024-01-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.862,False,Pressure peak corresponds to oversized billet batch processing.
+7881,2024-01-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Humidity readings track seasonal rise across late spring.
+7882,2024-01-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.98,False,Humidity readings track seasonal rise across late spring.
+7883,2024-01-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+7884,2024-01-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.378,False,Vibration burst exceeds envelope during tool change cycle.
+7885,2024-01-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Telemetry quality flag downgraded during sensor self-test window.
+7886,2024-01-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.413,False,Temperature variance narrowed after coolant nozzle cleaning.
+7887,2024-01-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.301,False,Coolant loop adjustment reduced chamber temperature spread.
+7888,2024-01-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.244,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7889,2024-01-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.077,False,Bearing temperature rising faster than baseline on spindle cell.
+7890,2024-01-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.843,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7891,2024-01-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Operator reported intermittent chatter on machine CNC-04.
+7892,2024-01-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.805,False,Supervisory alert generated after three consecutive threshold breaches.
+7893,2024-01-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,SCADA backfill inserted two delayed telemetry points.
+7894,2024-01-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.023,False,Machine idle period extended during planned sanitation window.
+7895,2024-01-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.913,False,Reliability engineer tagged sample window for model retraining.
+7896,2024-01-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.996,False,Pressure settled back to nominal after valve reseat.
+7897,2024-01-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Vibration baseline recovered after tool holder replacement.
+7898,2024-01-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.532,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7899,2024-01-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.413,False,Vibration harmonics broadened during extended production run.
+7900,2024-01-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.819,False,Vibration harmonics broadened during extended production run.
+7901,2024-01-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Bearing temperature rising faster than baseline on spindle cell.
+7902,2024-01-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7903,2024-01-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.365,False,Sensor heartbeat delayed by one interval after gateway retry.
+7904,2024-01-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.243,False,Vibration harmonics broadened during extended production run.
+7905,2024-01-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.606,False,Vibration burst exceeds envelope during tool change cycle.
+7906,2024-01-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.701,False,Coolant loop adjustment reduced chamber temperature spread.
+7907,2024-01-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.935,False,Humidity readings track seasonal rise across late spring.
+7908,2024-01-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.025,False,Unbalanced load introduced cyclical pressure ripple.
+7909,2024-01-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.208,False,Hydraulic line pressure oscillation detected under load.
+7910,2024-01-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.642,False,Anomaly review flagged possible bearing wear progression.
+7911,2024-01-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7912,2024-01-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.95,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7913,2024-01-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.058,False,Air handler maintenance reduced humidity variance on finishing line.
+7914,2024-01-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.579,False,SCADA backfill inserted two delayed telemetry points.
+7915,2024-01-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.329,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7916,2024-01-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.675,False,Operator reported intermittent chatter on machine CNC-04.
+7917,2024-01-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.524,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7918,2024-01-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.898,False,Maintenance note logged for coupling imbalance inspection.
+7919,2024-01-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.27,False,Bearing temperature rising faster than baseline on spindle cell.
+7920,2024-01-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.966,False,Condensation warning cleared after dehumidifier ramp-up.
+7921,2024-01-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Short-lived packet loss observed at edge gateway gw-02.
+7922,2024-01-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.237,False,SCADA backfill inserted two delayed telemetry points.
+7923,2024-01-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.313,False,Packaging line stop reduced adjacent vibration background.
+7924,2024-01-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.115,False,Vibration burst exceeds envelope during tool change cycle.
+7925,2024-01-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Quality hold reduced finishing booth activity for one shift.
+7926,2024-01-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.544,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7927,2024-01-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.058,False,Telemetry quality flag downgraded during sensor self-test window.
+7928,2024-01-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.947,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7929,2024-01-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.575,False,Compressed air fluctuation introduced pressure noise for two cycles.
+7930,2024-01-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.674,False,Reliability engineer tagged sample window for model retraining.
+7931,2024-01-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Vibration burst exceeds envelope during tool change cycle.
+7932,2024-01-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.003,False,Sensor heartbeat delayed by one interval after gateway retry.
+7933,2024-01-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.706,False,Bearing temperature rising faster than baseline on spindle cell.
+7934,2024-01-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.871,False,Temperature variance narrowed after coolant nozzle cleaning.
+7935,2024-01-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.665,False,Thermal overshoot event coincided with recipe change on furnace.
+7936,2024-01-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.214,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7937,2024-01-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Vibration burst exceeds envelope during tool change cycle.
+7938,2024-01-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.786,False,Maintenance note logged for coupling imbalance inspection.
+7939,2024-01-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.574,False,Operator reset acknowledged after red-tag inspection.
+7940,2024-01-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.938,False,Sensor heartbeat delayed by one interval after gateway retry.
+7941,2024-01-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Dust extraction fan offline for 18 minutes on line finishing.
+7942,2024-01-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.117,False,SCADA backfill inserted two delayed telemetry points.
+7943,2024-01-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Coolant loop adjustment reduced chamber temperature spread.
+7944,2024-01-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.508,False,Sensor battery health remains nominal after firmware update.
+7945,2024-01-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.765,False,Coolant loop adjustment reduced chamber temperature spread.
+7946,2024-01-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.9,False,Operator reported intermittent chatter on machine CNC-04.
+7947,2024-01-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.247,False,Supervisory alert generated after three consecutive threshold breaches.
+7948,2024-01-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.43,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7949,2024-01-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.441,False,Humidity climbed during dock-door open period in afternoon shift.
+7950,2024-01-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.213,False,Calibration check overdue by 11 days for press-line transducer.
+7951,2024-01-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.251,False,Humidity baseline improved after seal replacement.
+7952,2024-01-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.333,False,Maintenance scheduler deferred calibration due to spare shortage.
+7953,2024-01-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.566,False,Maintenance crew confirmed lubrication interval was missed.
+7954,2024-01-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.842,False,Maintenance note logged for coupling imbalance inspection.
+7955,2024-01-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Sensor signal clipping observed during startup surge.
+7956,2024-01-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.451,False,Temperature remained elevated during unscheduled overtime run.
+7957,2024-01-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Ambient temperature stabilized after HVAC stage-two engagement.
+7958,2024-01-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.391,False,SCADA backfill inserted two delayed telemetry points.
+7959,2024-01-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7960,2024-01-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.093,False,Machine idle period extended during planned sanitation window.
+7961,2024-01-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Transient outlier matched forklift impact near cabinet wall.
+7962,2024-01-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.71,False,Pressure line purge completed before restart authorization.
+7963,2024-01-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Dust extraction fan offline for 18 minutes on line finishing.
+7964,2024-01-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.769,False,Humidity climbed during dock-door open period in afternoon shift.
+7965,2024-01-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.677,False,Operator reported intermittent chatter on machine CNC-04.
+7966,2024-01-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.694,False,Pressure line purge completed before restart authorization.
+7967,2024-01-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,SCADA backfill inserted two delayed telemetry points.
+7968,2024-01-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.573,False,Vibration harmonics broadened during extended production run.
+7969,2024-01-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.472,False,Machine throughput increase drove sustained pressure uplift.
+7970,2024-01-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.093,False,Maintenance note logged for coupling imbalance inspection.
+7971,2024-01-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.078,False,Temporary gateway failover completed without data loss.
+7972,2024-01-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.225,False,Bearing temperature rising faster than baseline on spindle cell.
+7973,2024-01-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Packaging line stop reduced adjacent vibration background.
+7974,2024-01-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.209,False,Pressure settled back to nominal after valve reseat.
+7975,2024-01-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.464,False,Sensor signal clipping observed during startup surge.
+7976,2024-01-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.093,False,Packaging line stop reduced adjacent vibration background.
+7977,2024-01-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Operator reset acknowledged after red-tag inspection.
+7978,2024-01-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.143,False,Sensor signal clipping observed during startup surge.
+7979,2024-01-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.791,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+7980,2024-01-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.311,False,Sensor 3 drift suspected after cross-check with manual gauge.
+7981,2024-01-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Vibration burst exceeds envelope during tool change cycle.
+7982,2024-01-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.054,False,Operator reported intermittent chatter on machine CNC-04.
+7983,2024-01-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.996,False,Humidity readings track seasonal rise across late spring.
+7984,2024-01-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.769,False,Sensor heartbeat delayed by one interval after gateway retry.
+7985,2024-01-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Vibration baseline recovered after tool holder replacement.
+7986,2024-01-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.285,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7987,2024-01-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.202,False,Heat-treat furnace door cycling increased localized temperature spikes.
+7988,2024-01-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.374,False,Transient outlier matched forklift impact near cabinet wall.
+7989,2024-01-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7990,2024-01-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.567,False,Quality hold reduced finishing booth activity for one shift.
+7991,2024-01-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.159,False,Air handler maintenance reduced humidity variance on finishing line.
+7992,2024-01-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.563,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+7993,2024-01-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.999,False,Quality team requested trace review for lot 24-118B.
+7994,2024-01-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.128,False,Humidity excursion near finishing booth during coating run.
+7995,2024-01-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Bearing temperature rising faster than baseline on spindle cell.
+7996,2024-01-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.623,False,Edge collector replayed buffered events after network recovery.
+7997,2024-01-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.562,False,Quality team requested trace review for lot 24-118B.
+7998,2024-01-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.312,False,Sensor enclosure opened for manual calibration verification.
+7999,2024-01-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Maintenance crew confirmed lubrication interval was missed.
+8000,2024-01-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.665,False,Humidity climbed during dock-door open period in afternoon shift.
+8001,2024-01-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Supervisory alert generated after three consecutive threshold breaches.
+8002,2024-01-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.901,False,Pressure settled back to nominal after valve reseat.
+8003,2024-01-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.37,False,Air handler maintenance reduced humidity variance on finishing line.
+8004,2024-01-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.52,False,Condensation warning cleared after dehumidifier ramp-up.
+8005,2024-01-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.203,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8006,2024-01-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.608,False,Telemetry quality flag downgraded during sensor self-test window.
+8007,2024-01-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.758,False,Supervisory alert generated after three consecutive threshold breaches.
+8008,2024-01-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.539,False,Operator reported intermittent chatter on machine CNC-04.
+8009,2024-01-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.185,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8010,2024-01-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.725,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8011,2024-01-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.357,False,Humidity readings track seasonal rise across late spring.
+8012,2024-01-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.171,False,Pressure line purge completed before restart authorization.
+8013,2024-01-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.654,False,Warning threshold updated for pilot predictive-maintenance model.
+8014,2024-01-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.753,False,Machine throughput increase drove sustained pressure uplift.
+8015,2024-01-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Night shift startup produced higher than normal vibration floor.
+8016,2024-01-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.416,False,Dust extraction fan offline for 18 minutes on line finishing.
+8017,2024-01-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.513,False,Transient outlier matched forklift impact near cabinet wall.
+8018,2024-01-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.304,False,Packaging line stop reduced adjacent vibration background.
+8019,2024-01-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.629,False,Quality hold reduced finishing booth activity for one shift.
+8020,2024-01-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.752,False,Bearing temperature rising faster than baseline on spindle cell.
+8021,2024-01-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.542,False,Warning threshold updated for pilot predictive-maintenance model.
+8022,2024-01-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.661,False,SCADA backfill inserted two delayed telemetry points.
+8023,2024-01-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.981,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8024,2024-01-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.692,False,Condensation warning cleared after dehumidifier ramp-up.
+8025,2024-01-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Temperature remained elevated during unscheduled overtime run.
+8026,2024-01-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.249,False,Humidity excursion near finishing booth during coating run.
+8027,2024-01-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Machine throughput increase drove sustained pressure uplift.
+8028,2024-01-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.726,False,Telemetry quality flag downgraded during sensor self-test window.
+8029,2024-01-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.419,False,Vibration burst exceeds envelope during tool change cycle.
+8030,2024-01-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.252,False,Vibration burst exceeds envelope during tool change cycle.
+8031,2024-01-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.99,False,Operator reported intermittent chatter on machine CNC-04.
+8032,2024-01-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.223,False,Night shift startup produced higher than normal vibration floor.
+8033,2024-01-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.431,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8034,2024-01-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.464,False,Air handler maintenance reduced humidity variance on finishing line.
+8035,2024-01-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.009,False,Maintenance note logged for coupling imbalance inspection.
+8036,2024-01-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.077,False,Temperature remained elevated during unscheduled overtime run.
+8037,2024-01-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.862,False,Maintenance crew confirmed lubrication interval was missed.
+8038,2024-01-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.632,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8039,2024-01-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Air handler maintenance reduced humidity variance on finishing line.
+8040,2024-01-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.697,False,Operator reset acknowledged after red-tag inspection.
+8041,2024-01-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,SCADA backfill inserted two delayed telemetry points.
+8042,2024-01-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.146,False,Thermal ramp exceeded expected warmup curve before shift start.
+8043,2024-01-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.264,False,Anomaly review flagged possible bearing wear progression.
+8044,2024-01-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.894,False,Pressure settled back to nominal after valve reseat.
+8045,2024-01-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.115,False,Operator reset acknowledged after red-tag inspection.
+8046,2024-01-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.911,False,Sensor signal clipping observed during startup surge.
+8047,2024-01-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Temporary gateway failover completed without data loss.
+8048,2024-01-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.861,False,Temperature remained elevated during unscheduled overtime run.
+8049,2024-01-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Operator reported intermittent chatter on machine CNC-04.
+8050,2024-01-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.576,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8051,2024-01-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.108,False,Operator reported intermittent chatter on machine CNC-04.
+8052,2024-01-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.027,False,Short-lived packet loss observed at edge gateway gw-02.
+8053,2024-01-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.673,False,Thermal ramp exceeded expected warmup curve before shift start.
+8054,2024-01-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.581,False,Anomaly review flagged possible bearing wear progression.
+8055,2024-01-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.417,False,Humidity readings track seasonal rise across late spring.
+8056,2024-01-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.8,False,Shift handoff note referenced unusual noise near press enclosure.
+8057,2024-01-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Dust extraction fan offline for 18 minutes on line finishing.
+8058,2024-01-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.848,False,Sensor heartbeat delayed by one interval after gateway retry.
+8059,2024-01-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.497,False,Supervisory alert generated after three consecutive threshold breaches.
+8060,2024-01-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.399,False,Condensation warning cleared after dehumidifier ramp-up.
+8061,2024-01-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.843,False,Night shift startup produced higher than normal vibration floor.
+8062,2024-01-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.605,False,Humidity baseline improved after seal replacement.
+8063,2024-01-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Humidity excursion near finishing booth during coating run.
+8064,2024-01-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.527,False,Short-lived packet loss observed at edge gateway gw-02.
+8065,2024-01-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.463,False,Short-lived packet loss observed at edge gateway gw-02.
+8066,2024-01-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.812,False,Sensor enclosure opened for manual calibration verification.
+8067,2024-01-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.859,False,Quality hold reduced finishing booth activity for one shift.
+8068,2024-01-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.176,False,Packaging line stop reduced adjacent vibration background.
+8069,2024-01-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Supervisory alert generated after three consecutive threshold breaches.
+8070,2024-01-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.416,False,Bearing temperature rising faster than baseline on spindle cell.
+8071,2024-01-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Maintenance scheduler deferred calibration due to spare shortage.
+8072,2024-01-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.712,False,Humidity excursion near finishing booth during coating run.
+8073,2024-01-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8074,2024-01-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.551,False,Condensation warning cleared after dehumidifier ramp-up.
+8075,2024-01-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.517,False,Temporary gateway failover completed without data loss.
+8076,2024-01-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.374,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8077,2024-01-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.105,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8078,2024-01-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.003,False,Hydraulic line pressure oscillation detected under load.
+8079,2024-01-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.976,False,Packaging line stop reduced adjacent vibration background.
+8080,2024-01-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.653,False,Anomaly review flagged possible bearing wear progression.
+8081,2024-01-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Packaging line stop reduced adjacent vibration background.
+8082,2024-01-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.763,False,Pressure peak corresponds to oversized billet batch processing.
+8083,2024-01-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Pressure peak corresponds to oversized billet batch processing.
+8084,2024-01-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.247,False,Machine idle period extended during planned sanitation window.
+8085,2024-01-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.147,False,Humidity climbed during dock-door open period in afternoon shift.
+8086,2024-01-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.553,False,Short-lived packet loss observed at edge gateway gw-02.
+8087,2024-01-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.131,False,Telemetry quality flag downgraded during sensor self-test window.
+8088,2024-01-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.525,False,Sensor enclosure opened for manual calibration verification.
+8089,2024-01-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.134,False,Packaging line stop reduced adjacent vibration background.
+8090,2024-01-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.887,False,Packaging line stop reduced adjacent vibration background.
+8091,2024-01-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.908,False,Dust extraction fan offline for 18 minutes on line finishing.
+8092,2024-01-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.786,False,Quality hold reduced finishing booth activity for one shift.
+8093,2024-01-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Maintenance note logged for coupling imbalance inspection.
+8094,2024-01-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.751,False,Sensor signal clipping observed during startup surge.
+8095,2024-01-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.135,False,Quality team requested trace review for lot 24-118B.
+8096,2024-01-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.087,False,Coolant loop adjustment reduced chamber temperature spread.
+8097,2024-01-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Hydraulic line pressure oscillation detected under load.
+8098,2024-01-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8099,2024-01-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8100,2024-01-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.353,False,Machine throughput increase drove sustained pressure uplift.
+8101,2024-01-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.022,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8102,2024-01-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.505,False,Humidity excursion near finishing booth during coating run.
+8103,2024-01-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Telemetry quality flag downgraded during sensor self-test window.
+8104,2024-01-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.217,False,Machine idle period extended during planned sanitation window.
+8105,2024-01-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.442,False,Quality team requested trace review for lot 24-118B.
+8106,2024-01-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.858,False,Packaging line stop reduced adjacent vibration background.
+8107,2024-01-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.912,False,Hydraulic line pressure oscillation detected under load.
+8108,2024-01-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.396,False,Transient outlier matched forklift impact near cabinet wall.
+8109,2024-01-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.071,False,Warning threshold updated for pilot predictive-maintenance model.
+8110,2024-01-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.031,False,Anomaly review flagged possible bearing wear progression.
+8111,2024-01-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.827,False,Machine throughput increase drove sustained pressure uplift.
+8112,2024-01-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.969,False,Pressure settled back to nominal after valve reseat.
+8113,2024-01-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.114,False,Supervisory alert generated after three consecutive threshold breaches.
+8114,2024-01-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.19,False,Telemetry quality flag downgraded during sensor self-test window.
+8115,2024-01-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Sensor signal clipping observed during startup surge.
+8116,2024-01-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.685,False,Edge collector replayed buffered events after network recovery.
+8117,2024-01-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.435,False,Pressure line purge completed before restart authorization.
+8118,2024-01-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.452,False,Sensor battery health remains nominal after firmware update.
+8119,2024-01-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.063,False,Sensor signal clipping observed during startup surge.
+8120,2024-01-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.341,False,Press cycle dwell time lengthened during high-volume batch.
+8121,2024-01-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Pressure line purge completed before restart authorization.
+8122,2024-01-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.269,False,Quality hold reduced finishing booth activity for one shift.
+8123,2024-01-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Temperature remained elevated during unscheduled overtime run.
+8124,2024-01-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.486,False,Humidity climbed during dock-door open period in afternoon shift.
+8125,2024-01-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.904,False,SCADA backfill inserted two delayed telemetry points.
+8126,2024-01-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.7,False,Operator reset acknowledged after red-tag inspection.
+8127,2024-01-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8128,2024-01-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.599,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8129,2024-01-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Bearing temperature rising faster than baseline on spindle cell.
+8130,2024-01-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.399,False,Sensor signal clipping observed during startup surge.
+8131,2024-01-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Pressure line purge completed before restart authorization.
+8132,2024-01-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.698,False,Sensor heartbeat delayed by one interval after gateway retry.
+8133,2024-01-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.14,False,Reliability engineer tagged sample window for model retraining.
+8134,2024-01-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.513,False,Sensor signal clipping observed during startup surge.
+8135,2024-01-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.467,False,Sensor battery health remains nominal after firmware update.
+8136,2024-01-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.191,False,Hydraulic line pressure oscillation detected under load.
+8137,2024-01-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.092,False,Transient outlier matched forklift impact near cabinet wall.
+8138,2024-01-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.876,False,Maintenance note logged for coupling imbalance inspection.
+8139,2024-01-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.03,False,Humidity baseline improved after seal replacement.
+8140,2024-01-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.803,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8141,2024-01-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.288,False,Temperature remained elevated during unscheduled overtime run.
+8142,2024-01-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.215,False,Reliability engineer tagged sample window for model retraining.
+8143,2024-01-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.517,False,Quality team requested trace review for lot 24-118B.
+8144,2024-01-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.24,False,Temporary gateway failover completed without data loss.
+8145,2024-01-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.039,False,Pressure line purge completed before restart authorization.
+8146,2024-01-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.087,False,Temporary gateway failover completed without data loss.
+8147,2024-01-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.171,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8148,2024-01-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.416,False,Pressure settled back to nominal after valve reseat.
+8149,2024-01-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.495,False,Air handler maintenance reduced humidity variance on finishing line.
+8150,2024-01-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.973,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8151,2024-01-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Sensor heartbeat delayed by one interval after gateway retry.
+8152,2024-01-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.998,False,Machine idle period extended during planned sanitation window.
+8153,2024-01-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,Sensor heartbeat delayed by one interval after gateway retry.
+8154,2024-01-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.191,False,Vibration burst exceeds envelope during tool change cycle.
+8155,2024-01-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.166,False,Quality hold reduced finishing booth activity for one shift.
+8156,2024-01-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.399,False,Sensor battery health remains nominal after firmware update.
+8157,2024-01-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Maintenance scheduler deferred calibration due to spare shortage.
+8158,2024-01-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.061,False,Edge collector replayed buffered events after network recovery.
+8159,2024-01-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Pressure line purge completed before restart authorization.
+8160,2024-01-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.743,False,Humidity baseline improved after seal replacement.
+8161,2024-01-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Thermal overshoot event coincided with recipe change on furnace.
+8162,2024-01-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.258,False,Warning threshold updated for pilot predictive-maintenance model.
+8163,2024-01-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Vibration harmonics broadened during extended production run.
+8164,2024-01-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.131,False,Pressure settled back to nominal after valve reseat.
+8165,2024-01-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Vibration burst exceeds envelope during tool change cycle.
+8166,2024-01-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.718,False,Shift handoff note referenced unusual noise near press enclosure.
+8167,2024-01-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Sensor battery health remains nominal after firmware update.
+8168,2024-01-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.262,False,Sensor heartbeat delayed by one interval after gateway retry.
+8169,2024-01-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Packaging line stop reduced adjacent vibration background.
+8170,2024-01-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.371,False,Machine throughput increase drove sustained pressure uplift.
+8171,2024-01-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.744,False,Pressure line purge completed before restart authorization.
+8172,2024-01-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.513,False,Sensor battery health remains nominal after firmware update.
+8173,2024-01-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Unbalanced load introduced cyclical pressure ripple.
+8174,2024-01-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.505,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8175,2024-01-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.903,False,Maintenance crew confirmed lubrication interval was missed.
+8176,2024-01-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Vibration harmonics broadened during extended production run.
+8177,2024-01-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Air handler maintenance reduced humidity variance on finishing line.
+8178,2024-01-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.228,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8179,2024-01-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.68,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8180,2024-01-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.248,False,Bearing temperature rising faster than baseline on spindle cell.
+8181,2024-01-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Condensation warning cleared after dehumidifier ramp-up.
+8182,2024-01-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.929,False,Night shift startup produced higher than normal vibration floor.
+8183,2024-01-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.349,False,Condensation warning cleared after dehumidifier ramp-up.
+8184,2024-01-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8185,2024-01-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Temporary gateway failover completed without data loss.
+8186,2024-01-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8187,2024-01-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.513,False,Shift handoff note referenced unusual noise near press enclosure.
+8188,2024-01-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.363,False,Coolant loop adjustment reduced chamber temperature spread.
+8189,2024-01-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.979,False,Temporary gateway failover completed without data loss.
+8190,2024-01-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.406,False,Temperature remained elevated during unscheduled overtime run.
+8191,2024-01-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.355,False,Humidity baseline improved after seal replacement.
+8192,2024-01-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.359,False,Quality team requested trace review for lot 24-118B.
+8193,2024-01-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Sensor battery health remains nominal after firmware update.
+8194,2024-01-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.791,False,Calibration check overdue by 11 days for press-line transducer.
+8195,2024-01-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.689,False,Humidity excursion near finishing booth during coating run.
+8196,2024-01-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.8,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8197,2024-01-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Thermal overshoot event coincided with recipe change on furnace.
+8198,2024-01-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.001,False,Machine idle period extended during planned sanitation window.
+8199,2024-01-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.585,False,Sensor heartbeat delayed by one interval after gateway retry.
+8200,2024-01-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.225,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8201,2024-01-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.352,False,Coolant loop adjustment reduced chamber temperature spread.
+8202,2024-01-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.366,False,Pressure peak corresponds to oversized billet batch processing.
+8203,2024-01-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.985,False,Dust extraction fan offline for 18 minutes on line finishing.
+8204,2024-01-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.256,False,Dust extraction fan offline for 18 minutes on line finishing.
+8205,2024-01-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.626,False,Press cycle dwell time lengthened during high-volume batch.
+8206,2024-01-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.721,False,Quality hold reduced finishing booth activity for one shift.
+8207,2024-01-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,Pressure peak corresponds to oversized billet batch processing.
+8208,2024-01-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8209,2024-01-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.983,False,Pressure peak corresponds to oversized billet batch processing.
+8210,2024-01-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.565,False,Transient outlier matched forklift impact near cabinet wall.
+8211,2024-01-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Coolant loop adjustment reduced chamber temperature spread.
+8212,2024-01-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.664,False,Air handler maintenance reduced humidity variance on finishing line.
+8213,2024-01-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.779,False,Temperature variance narrowed after coolant nozzle cleaning.
+8214,2024-01-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.713,False,Reliability engineer tagged sample window for model retraining.
+8215,2024-01-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8216,2024-01-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.871,False,Temperature remained elevated during unscheduled overtime run.
+8217,2024-01-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.183,False,Short-lived packet loss observed at edge gateway gw-02.
+8218,2024-01-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.414,False,Temperature variance narrowed after coolant nozzle cleaning.
+8219,2024-01-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.737,False,SCADA backfill inserted two delayed telemetry points.
+8220,2024-01-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.438,False,Edge collector replayed buffered events after network recovery.
+8221,2024-01-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Temperature variance narrowed after coolant nozzle cleaning.
+8222,2024-01-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.356,False,Sensor signal clipping observed during startup surge.
+8223,2024-01-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Pressure settled back to nominal after valve reseat.
+8224,2024-01-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.762,False,Reliability engineer tagged sample window for model retraining.
+8225,2024-01-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.997,False,Bearing temperature rising faster than baseline on spindle cell.
+8226,2024-01-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.201,False,Hydraulic line pressure oscillation detected under load.
+8227,2024-01-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.384,False,Humidity climbed during dock-door open period in afternoon shift.
+8228,2024-01-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.153,False,Reliability engineer tagged sample window for model retraining.
+8229,2024-01-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.65,False,Temperature remained elevated during unscheduled overtime run.
+8230,2024-01-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.653,False,Sensor heartbeat delayed by one interval after gateway retry.
+8231,2024-01-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Transient outlier matched forklift impact near cabinet wall.
+8232,2024-01-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.079,False,Coolant loop adjustment reduced chamber temperature spread.
+8233,2024-01-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.88,False,Humidity excursion near finishing booth during coating run.
+8234,2024-01-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.431,False,Air handler maintenance reduced humidity variance on finishing line.
+8235,2024-01-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.052,False,Dust extraction fan offline for 18 minutes on line finishing.
+8236,2024-01-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.657,False,Hydraulic line pressure oscillation detected under load.
+8237,2024-01-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.179,False,Night shift startup produced higher than normal vibration floor.
+8238,2024-01-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.162,False,Temporary gateway failover completed without data loss.
+8239,2024-01-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Reliability engineer tagged sample window for model retraining.
+8240,2024-01-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.562,False,Vibration baseline recovered after tool holder replacement.
+8241,2024-01-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Maintenance scheduler deferred calibration due to spare shortage.
+8242,2024-01-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.003,False,Operator reset acknowledged after red-tag inspection.
+8243,2024-01-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.722,False,Reliability engineer tagged sample window for model retraining.
+8244,2024-01-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Short-lived packet loss observed at edge gateway gw-02.
+8245,2024-01-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8246,2024-01-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.483,False,Pressure settled back to nominal after valve reseat.
+8247,2024-01-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Edge collector replayed buffered events after network recovery.
+8248,2024-01-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.152,False,Machine throughput increase drove sustained pressure uplift.
+8249,2024-01-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Telemetry quality flag downgraded during sensor self-test window.
+8250,2024-01-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.95,False,Vibration burst exceeds envelope during tool change cycle.
+8251,2024-01-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.912,False,Machine idle period extended during planned sanitation window.
+8252,2024-01-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.597,False,Transient outlier matched forklift impact near cabinet wall.
+8253,2024-01-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Temporary gateway failover completed without data loss.
+8254,2024-01-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.662,False,Temperature remained elevated during unscheduled overtime run.
+8255,2024-01-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Vibration harmonics broadened during extended production run.
+8256,2024-01-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.009,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8257,2024-01-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Dust extraction fan offline for 18 minutes on line finishing.
+8258,2024-01-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.962,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8259,2024-01-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.873,False,Anomaly review flagged possible bearing wear progression.
+8260,2024-01-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.53,False,Operator reset acknowledged after red-tag inspection.
+8261,2024-01-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Reliability engineer tagged sample window for model retraining.
+8262,2024-01-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.14,False,Maintenance note logged for coupling imbalance inspection.
+8263,2024-01-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.895,False,Sensor enclosure opened for manual calibration verification.
+8264,2024-01-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.774,False,Operator reset acknowledged after red-tag inspection.
+8265,2024-01-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.926,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8266,2024-01-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.236,False,Maintenance note logged for coupling imbalance inspection.
+8267,2024-01-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.62,False,Short-lived packet loss observed at edge gateway gw-02.
+8268,2024-01-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.971,False,Bearing temperature rising faster than baseline on spindle cell.
+8269,2024-01-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Humidity readings track seasonal rise across late spring.
+8270,2024-01-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.337,False,Night shift startup produced higher than normal vibration floor.
+8271,2024-01-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.734,False,Short-lived packet loss observed at edge gateway gw-02.
+8272,2024-01-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.8,False,Vibration burst exceeds envelope during tool change cycle.
+8273,2024-01-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.304,False,Vibration baseline recovered after tool holder replacement.
+8274,2024-01-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.285,False,Warning threshold updated for pilot predictive-maintenance model.
+8275,2024-01-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.752,False,Vibration harmonics broadened during extended production run.
+8276,2024-01-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.947,False,Sensor heartbeat delayed by one interval after gateway retry.
+8277,2024-01-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,Vibration burst exceeds envelope during tool change cycle.
+8278,2024-01-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.196,False,Bearing temperature rising faster than baseline on spindle cell.
+8279,2024-01-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.966,False,Condensation warning cleared after dehumidifier ramp-up.
+8280,2024-01-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.268,False,Pressure line purge completed before restart authorization.
+8281,2024-01-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.59,False,Operator reported intermittent chatter on machine CNC-04.
+8282,2024-01-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.5,False,Pressure line purge completed before restart authorization.
+8283,2024-01-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Calibration check overdue by 11 days for press-line transducer.
+8284,2024-01-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.939,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8285,2024-01-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.324,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8286,2024-01-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.386,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8287,2024-01-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Air handler maintenance reduced humidity variance on finishing line.
+8288,2024-01-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.953,False,Thermal overshoot event coincided with recipe change on furnace.
+8289,2024-01-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.469,False,Sensor battery health remains nominal after firmware update.
+8290,2024-01-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.856,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8291,2024-01-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.874,False,Shift handoff note referenced unusual noise near press enclosure.
+8292,2024-01-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,52.253,False,SCADA backfill inserted two delayed telemetry points.
+8293,2024-01-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.004,False,Humidity excursion near finishing booth during coating run.
+8294,2024-01-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.185,False,Anomaly review flagged possible bearing wear progression.
+8295,2024-01-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Condensation warning cleared after dehumidifier ramp-up.
+8296,2024-01-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.18,False,Maintenance crew confirmed lubrication interval was missed.
+8297,2024-01-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Pressure settled back to nominal after valve reseat.
+8298,2024-01-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.602,False,Coolant loop adjustment reduced chamber temperature spread.
+8299,2024-01-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.23,False,Maintenance crew confirmed lubrication interval was missed.
+8300,2024-01-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.944,False,Calibration check overdue by 11 days for press-line transducer.
+8301,2024-01-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Sensor battery health remains nominal after firmware update.
+8302,2024-01-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.742,False,Sensor heartbeat delayed by one interval after gateway retry.
+8303,2024-01-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.501,False,Temperature variance narrowed after coolant nozzle cleaning.
+8304,2024-01-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.151,False,Shift handoff note referenced unusual noise near press enclosure.
+8305,2024-01-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Condensation warning cleared after dehumidifier ramp-up.
+8306,2024-01-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.179,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8307,2024-01-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.022,False,Packaging line stop reduced adjacent vibration background.
+8308,2024-01-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.456,False,Pressure peak corresponds to oversized billet batch processing.
+8309,2024-01-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Air handler maintenance reduced humidity variance on finishing line.
+8310,2024-01-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.489,False,Sensor enclosure opened for manual calibration verification.
+8311,2024-01-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.696,False,Temperature remained elevated during unscheduled overtime run.
+8312,2024-01-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.497,False,Short-lived packet loss observed at edge gateway gw-02.
+8313,2024-01-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Pressure peak corresponds to oversized billet batch processing.
+8314,2024-01-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.245,False,Pressure peak corresponds to oversized billet batch processing.
+8315,2024-01-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Bearing temperature rising faster than baseline on spindle cell.
+8316,2024-01-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.432,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8317,2024-01-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.765,False,Hydraulic line pressure oscillation detected under load.
+8318,2024-01-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.275,False,Pressure line purge completed before restart authorization.
+8319,2024-01-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Machine idle period extended during planned sanitation window.
+8320,2024-01-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.619,False,Hydraulic line pressure oscillation detected under load.
+8321,2024-01-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.202,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8322,2024-01-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.259,False,Thermal overshoot event coincided with recipe change on furnace.
+8323,2024-01-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.64,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8324,2024-01-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.562,False,Packaging line stop reduced adjacent vibration background.
+8325,2024-01-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.128,False,Shift handoff note referenced unusual noise near press enclosure.
+8326,2024-01-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.562,False,Humidity climbed during dock-door open period in afternoon shift.
+8327,2024-01-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.985,False,Sensor battery health remains nominal after firmware update.
+8328,2024-01-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.305,False,Coolant loop adjustment reduced chamber temperature spread.
+8329,2024-01-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Operator reported intermittent chatter on machine CNC-04.
+8330,2024-01-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.044,False,Telemetry quality flag downgraded during sensor self-test window.
+8331,2024-01-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.238,False,Shift handoff note referenced unusual noise near press enclosure.
+8332,2024-01-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.383,False,Night shift startup produced higher than normal vibration floor.
+8333,2024-01-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Coolant loop adjustment reduced chamber temperature spread.
+8334,2024-01-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.658,False,Warning threshold updated for pilot predictive-maintenance model.
+8335,2024-01-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Vibration harmonics broadened during extended production run.
+8336,2024-01-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.621,False,Sensor heartbeat delayed by one interval after gateway retry.
+8337,2024-01-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.408,False,Quality team requested trace review for lot 24-118B.
+8338,2024-01-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.125,False,Pressure settled back to nominal after valve reseat.
+8339,2024-01-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.087,False,Sensor enclosure opened for manual calibration verification.
+8340,2024-01-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.825,False,Sensor signal clipping observed during startup surge.
+8341,2024-01-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Edge collector replayed buffered events after network recovery.
+8342,2024-01-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.716,False,Dust extraction fan offline for 18 minutes on line finishing.
+8343,2024-01-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.499,False,SCADA backfill inserted two delayed telemetry points.
+8344,2024-01-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.702,False,Humidity baseline improved after seal replacement.
+8345,2024-01-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.96,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8346,2024-01-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.166,False,Maintenance crew confirmed lubrication interval was missed.
+8347,2024-01-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Operator reset acknowledged after red-tag inspection.
+8348,2024-01-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.27,False,Sensor battery health remains nominal after firmware update.
+8349,2024-01-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
+8350,2024-01-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.11,False,Sensor battery health remains nominal after firmware update.
+8351,2024-01-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.089,False,Thermal ramp exceeded expected warmup curve before shift start.
+8352,2024-01-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.252,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8353,2024-01-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Pressure settled back to nominal after valve reseat.
+8354,2024-01-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.739,False,Packaging line stop reduced adjacent vibration background.
+8355,2024-01-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Vibration harmonics broadened during extended production run.
+8356,2024-01-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.886,False,Unbalanced load introduced cyclical pressure ripple.
+8357,2024-01-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.738,False,Humidity climbed during dock-door open period in afternoon shift.
+8358,2024-01-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.394,False,Maintenance crew confirmed lubrication interval was missed.
+8359,2024-01-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.281,False,Maintenance scheduler deferred calibration due to spare shortage.
+8360,2024-01-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.0,False,Humidity climbed during dock-door open period in afternoon shift.
+8361,2024-01-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.434,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8362,2024-01-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.668,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8363,2024-01-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Machine throughput increase drove sustained pressure uplift.
+8364,2024-01-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.7,False,Humidity climbed during dock-door open period in afternoon shift.
+8365,2024-01-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Maintenance note logged for coupling imbalance inspection.
+8366,2024-01-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.438,False,Packaging line stop reduced adjacent vibration background.
+8367,2024-01-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.852,False,Temporary gateway failover completed without data loss.
+8368,2024-01-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.115,False,Sensor enclosure opened for manual calibration verification.
+8369,2024-01-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Quality team requested trace review for lot 24-118B.
+8370,2024-01-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.139,False,Packaging line stop reduced adjacent vibration background.
+8371,2024-01-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Quality hold reduced finishing booth activity for one shift.
+8372,2024-01-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.828,False,Quality hold reduced finishing booth activity for one shift.
+8373,2024-01-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Sensor enclosure opened for manual calibration verification.
+8374,2024-01-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.342,False,Vibration harmonics broadened during extended production run.
+8375,2024-01-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.257,False,Short-lived packet loss observed at edge gateway gw-02.
+8376,2024-01-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.123,False,Humidity baseline improved after seal replacement.
+8377,2024-01-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Short-lived packet loss observed at edge gateway gw-02.
+8378,2024-01-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.551,False,SCADA backfill inserted two delayed telemetry points.
+8379,2024-01-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8380,2024-01-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.908,False,Sensor heartbeat delayed by one interval after gateway retry.
+8381,2024-01-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8382,2024-01-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.843,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8383,2024-01-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.548,False,Shift handoff note referenced unusual noise near press enclosure.
+8384,2024-01-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.148,False,Machine idle period extended during planned sanitation window.
+8385,2024-01-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Maintenance note logged for coupling imbalance inspection.
+8386,2024-01-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.351,False,Temperature remained elevated during unscheduled overtime run.
+8387,2024-01-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.58,False,Edge collector replayed buffered events after network recovery.
+8388,2024-01-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.216,False,Edge collector replayed buffered events after network recovery.
+8389,2024-01-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Reliability engineer tagged sample window for model retraining.
+8390,2024-01-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.387,False,Sensor heartbeat delayed by one interval after gateway retry.
+8391,2024-01-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Unbalanced load introduced cyclical pressure ripple.
+8392,2024-01-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.786,False,Operator reset acknowledged after red-tag inspection.
+8393,2024-01-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.927,False,Night shift startup produced higher than normal vibration floor.
+8394,2024-01-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.582,False,Sensor enclosure opened for manual calibration verification.
+8395,2024-01-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.154,False,Unbalanced load introduced cyclical pressure ripple.
+8396,2024-01-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.401,False,Vibration harmonics broadened during extended production run.
+8397,2024-01-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.234,False,Temporary gateway failover completed without data loss.
+8398,2024-01-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.766,False,Machine idle period extended during planned sanitation window.
+8399,2024-01-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.973,False,Air handler maintenance reduced humidity variance on finishing line.
+8400,2024-01-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.866,False,Calibration check overdue by 11 days for press-line transducer.
+8401,2024-01-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Packaging line stop reduced adjacent vibration background.
+8402,2024-01-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.301,False,Machine throughput increase drove sustained pressure uplift.
+8403,2024-01-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.385,False,Coolant loop adjustment reduced chamber temperature spread.
+8404,2024-01-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.588,False,SCADA backfill inserted two delayed telemetry points.
+8405,2024-01-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.615,False,Maintenance scheduler deferred calibration due to spare shortage.
+8406,2024-01-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.729,False,Unbalanced load introduced cyclical pressure ripple.
+8407,2024-01-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.823,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8408,2024-01-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.606,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8409,2024-01-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Sensor heartbeat delayed by one interval after gateway retry.
+8410,2024-01-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.888,False,Temperature remained elevated during unscheduled overtime run.
+8411,2024-01-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Pressure line purge completed before restart authorization.
+8412,2024-01-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.177,False,Anomaly review flagged possible bearing wear progression.
+8413,2024-01-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Vibration baseline recovered after tool holder replacement.
+8414,2024-01-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.94,False,Dust extraction fan offline for 18 minutes on line finishing.
+8415,2024-01-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.961,False,Shift handoff note referenced unusual noise near press enclosure.
+8416,2024-01-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.298,False,Bearing temperature rising faster than baseline on spindle cell.
+8417,2024-01-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.858,False,Humidity baseline improved after seal replacement.
+8418,2024-01-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.133,False,Reliability engineer tagged sample window for model retraining.
+8419,2024-01-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.635,False,Temperature variance narrowed after coolant nozzle cleaning.
+8420,2024-01-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.69,False,Vibration baseline recovered after tool holder replacement.
+8421,2024-01-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8422,2024-01-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.224,False,Shift handoff note referenced unusual noise near press enclosure.
+8423,2024-01-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Humidity excursion near finishing booth during coating run.
+8424,2024-01-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.158,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8425,2024-01-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.336,False,Supervisory alert generated after three consecutive threshold breaches.
+8426,2024-01-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.202,False,Machine idle period extended during planned sanitation window.
+8427,2024-01-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.089,False,Operator reported intermittent chatter on machine CNC-04.
+8428,2024-01-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.761,False,Hydraulic line pressure oscillation detected under load.
+8429,2024-01-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.279,False,Pressure line purge completed before restart authorization.
+8430,2024-01-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.232,False,Unbalanced load introduced cyclical pressure ripple.
+8431,2024-01-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8432,2024-01-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.56,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8433,2024-01-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Vibration baseline recovered after tool holder replacement.
+8434,2024-01-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.766,False,Temperature variance narrowed after coolant nozzle cleaning.
+8435,2024-01-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.364,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8436,2024-01-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.454,False,Unbalanced load introduced cyclical pressure ripple.
+8437,2024-01-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Temperature variance narrowed after coolant nozzle cleaning.
+8438,2024-01-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.606,False,Condensation warning cleared after dehumidifier ramp-up.
+8439,2024-01-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.324,False,Operator reported intermittent chatter on machine CNC-04.
+8440,2024-01-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.666,False,Humidity baseline improved after seal replacement.
+8441,2024-01-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Pressure line purge completed before restart authorization.
+8442,2024-01-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.8,False,Operator reset acknowledged after red-tag inspection.
+8443,2024-01-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.45,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8444,2024-01-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.246,False,Night shift startup produced higher than normal vibration floor.
+8445,2024-01-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.274,False,Coolant loop adjustment reduced chamber temperature spread.
+8446,2024-01-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Quality team requested trace review for lot 24-118B.
+8447,2024-01-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Unbalanced load introduced cyclical pressure ripple.
+8448,2024-01-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.447,False,Sensor signal clipping observed during startup surge.
+8449,2024-01-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.657,False,Coolant loop adjustment reduced chamber temperature spread.
+8450,2024-01-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.344,False,Press cycle dwell time lengthened during high-volume batch.
+8451,2024-01-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.901,False,Machine idle period extended during planned sanitation window.
+8452,2024-01-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8453,2024-01-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.721,False,Edge collector replayed buffered events after network recovery.
+8454,2024-01-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.271,False,Quality hold reduced finishing booth activity for one shift.
+8455,2024-01-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.362,False,Quality hold reduced finishing booth activity for one shift.
+8456,2024-01-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.945,False,Sensor enclosure opened for manual calibration verification.
+8457,2024-01-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.408,False,Humidity readings track seasonal rise across late spring.
+8458,2024-01-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.718,False,Air handler maintenance reduced humidity variance on finishing line.
+8459,2024-01-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,SCADA backfill inserted two delayed telemetry points.
+8460,2024-01-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.724,False,Unbalanced load introduced cyclical pressure ripple.
+8461,2024-01-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.068,False,Hydraulic line pressure oscillation detected under load.
+8462,2024-01-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.582,False,Maintenance scheduler deferred calibration due to spare shortage.
+8463,2024-01-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.88,False,Vibration burst exceeds envelope during tool change cycle.
+8464,2024-01-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.462,False,Dust extraction fan offline for 18 minutes on line finishing.
+8465,2024-01-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Quality team requested trace review for lot 24-118B.
+8466,2024-01-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.501,False,Operator reported intermittent chatter on machine CNC-04.
+8467,2024-01-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.354,False,Warning threshold updated for pilot predictive-maintenance model.
+8468,2024-01-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.176,False,Thermal ramp exceeded expected warmup curve before shift start.
+8469,2024-01-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.339,False,Vibration burst exceeds envelope during tool change cycle.
+8470,2024-01-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.09,False,Pressure line purge completed before restart authorization.
+8471,2024-01-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.687,False,Temperature remained elevated during unscheduled overtime run.
+8472,2024-01-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.549,False,Sensor enclosure opened for manual calibration verification.
+8473,2024-01-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Pressure line purge completed before restart authorization.
+8474,2024-01-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.486,False,Temperature remained elevated during unscheduled overtime run.
+8475,2024-01-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.027,False,Humidity climbed during dock-door open period in afternoon shift.
+8476,2024-01-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.015,False,Bearing temperature rising faster than baseline on spindle cell.
+8477,2024-01-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.516,False,Humidity excursion near finishing booth during coating run.
+8478,2024-01-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.576,False,Supervisory alert generated after three consecutive threshold breaches.
+8479,2024-01-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Humidity excursion near finishing booth during coating run.
+8480,2024-01-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.574,False,Press cycle dwell time lengthened during high-volume batch.
+8481,2024-01-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8482,2024-01-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.596,False,Sensor enclosure opened for manual calibration verification.
+8483,2024-01-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.714,False,Vibration baseline recovered after tool holder replacement.
+8484,2024-01-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.586,False,Vibration burst exceeds envelope during tool change cycle.
+8485,2024-01-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.609,False,Quality team requested trace review for lot 24-118B.
+8486,2024-01-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.216,False,Quality team requested trace review for lot 24-118B.
+8487,2024-01-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.076,False,Maintenance note logged for coupling imbalance inspection.
+8488,2024-01-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Transient outlier matched forklift impact near cabinet wall.
+8489,2024-01-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Sensor enclosure opened for manual calibration verification.
+8490,2024-01-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.277,False,Pressure peak corresponds to oversized billet batch processing.
+8491,2024-01-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8492,2024-01-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.635,False,Sensor heartbeat delayed by one interval after gateway retry.
+8493,2024-01-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.025,False,Humidity baseline improved after seal replacement.
+8494,2024-01-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.175,False,Air handler maintenance reduced humidity variance on finishing line.
+8495,2024-01-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Press cycle dwell time lengthened during high-volume batch.
+8496,2024-01-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.193,False,Night shift startup produced higher than normal vibration floor.
+8497,2024-01-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.488,False,Press cycle dwell time lengthened during high-volume batch.
+8498,2024-01-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.275,False,Pressure peak corresponds to oversized billet batch processing.
+8499,2024-01-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.827,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8500,2024-01-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.549,False,Machine throughput increase drove sustained pressure uplift.
+8501,2024-01-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.658,False,Sensor signal clipping observed during startup surge.
+8502,2024-01-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.194,False,Shift handoff note referenced unusual noise near press enclosure.
+8503,2024-01-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.523,False,Sensor enclosure opened for manual calibration verification.
+8504,2024-01-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.311,False,Transient outlier matched forklift impact near cabinet wall.
+8505,2024-01-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.632,False,Condensation warning cleared after dehumidifier ramp-up.
+8506,2024-01-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.199,False,Pressure peak corresponds to oversized billet batch processing.
+8507,2024-01-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Anomaly review flagged possible bearing wear progression.
+8508,2024-01-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.027,False,Quality team requested trace review for lot 24-118B.
+8509,2024-01-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.209,False,Operator reported intermittent chatter on machine CNC-04.
+8510,2024-01-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.98,False,Maintenance scheduler deferred calibration due to spare shortage.
+8511,2024-01-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.245,False,Pressure peak corresponds to oversized billet batch processing.
+8512,2024-01-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8513,2024-01-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Sensor battery health remains nominal after firmware update.
+8514,2024-01-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.846,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8515,2024-01-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.14,False,Machine throughput increase drove sustained pressure uplift.
+8516,2024-01-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.2,False,Unbalanced load introduced cyclical pressure ripple.
+8517,2024-01-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.575,False,Quality team requested trace review for lot 24-118B.
+8518,2024-01-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.078,False,Humidity baseline improved after seal replacement.
+8519,2024-01-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8520,2024-01-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Air handler maintenance reduced humidity variance on finishing line.
+8521,2024-01-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Telemetry quality flag downgraded during sensor self-test window.
+8522,2024-01-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.392,False,Packaging line stop reduced adjacent vibration background.
+8523,2024-01-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.543,False,Humidity baseline improved after seal replacement.
+8524,2024-01-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.137,False,Temperature remained elevated during unscheduled overtime run.
+8525,2024-01-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Warning threshold updated for pilot predictive-maintenance model.
+8526,2024-01-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.751,False,Sensor signal clipping observed during startup surge.
+8527,2024-01-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Reliability engineer tagged sample window for model retraining.
+8528,2024-01-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.94,False,Sensor signal clipping observed during startup surge.
+8529,2024-01-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.336,False,Short-lived packet loss observed at edge gateway gw-02.
+8530,2024-01-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.021,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8531,2024-01-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.007,False,Air handler maintenance reduced humidity variance on finishing line.
+8532,2024-01-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8533,2024-01-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.332,False,Press cycle dwell time lengthened during high-volume batch.
+8534,2024-01-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.379,False,Supervisory alert generated after three consecutive threshold breaches.
+8535,2024-01-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.763,False,Machine idle period extended during planned sanitation window.
+8536,2024-01-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.784,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8537,2024-01-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Temporary gateway failover completed without data loss.
+8538,2024-01-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.902,False,Sensor signal clipping observed during startup surge.
+8539,2024-01-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.217,False,Sensor signal clipping observed during startup surge.
+8540,2024-01-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.132,False,Pressure line purge completed before restart authorization.
+8541,2024-01-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Transient outlier matched forklift impact near cabinet wall.
+8542,2024-01-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.174,False,Humidity climbed during dock-door open period in afternoon shift.
+8543,2024-01-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.978,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8544,2024-01-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,55.107,False,Machine throughput increase drove sustained pressure uplift.
+8545,2024-01-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8546,2024-01-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.716,False,Sensor enclosure opened for manual calibration verification.
+8547,2024-01-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.56,False,Pressure peak corresponds to oversized billet batch processing.
+8548,2024-01-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.418,False,Transient outlier matched forklift impact near cabinet wall.
+8549,2024-01-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.186,False,Bearing temperature rising faster than baseline on spindle cell.
+8550,2024-01-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.973,False,Shift handoff note referenced unusual noise near press enclosure.
+8551,2024-01-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.733,False,Condensation warning cleared after dehumidifier ramp-up.
+8552,2024-01-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.609,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8553,2024-01-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Coolant loop adjustment reduced chamber temperature spread.
+8554,2024-01-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.178,False,Operator reported intermittent chatter on machine CNC-04.
+8555,2024-01-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.246,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8556,2024-01-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.462,False,Vibration harmonics broadened during extended production run.
+8557,2024-01-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.936,False,Bearing temperature rising faster than baseline on spindle cell.
+8558,2024-01-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.217,False,Vibration harmonics broadened during extended production run.
+8559,2024-01-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Pressure peak corresponds to oversized billet batch processing.
+8560,2024-01-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.429,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8561,2024-01-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.484,False,Pressure settled back to nominal after valve reseat.
+8562,2024-01-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.607,False,Machine idle period extended during planned sanitation window.
+8563,2024-01-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Humidity climbed during dock-door open period in afternoon shift.
+8564,2024-01-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.347,False,Sensor enclosure opened for manual calibration verification.
+8565,2024-01-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.155,False,Machine throughput increase drove sustained pressure uplift.
+8566,2024-01-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.794,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8567,2024-01-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Air handler maintenance reduced humidity variance on finishing line.
+8568,2024-01-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.575,False,Vibration harmonics broadened during extended production run.
+8569,2024-01-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8570,2024-01-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.887,False,Coolant loop adjustment reduced chamber temperature spread.
+8571,2024-01-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.002,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8572,2024-01-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.62,False,Short-lived packet loss observed at edge gateway gw-02.
+8573,2024-01-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Telemetry quality flag downgraded during sensor self-test window.
+8574,2024-01-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.665,False,Condensation warning cleared after dehumidifier ramp-up.
+8575,2024-01-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.575,False,Reliability engineer tagged sample window for model retraining.
+8576,2024-01-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.999,False,Air handler maintenance reduced humidity variance on finishing line.
+8577,2024-01-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Unbalanced load introduced cyclical pressure ripple.
+8578,2024-01-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.204,False,Thermal ramp exceeded expected warmup curve before shift start.
+8579,2024-01-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.647,False,Thermal ramp exceeded expected warmup curve before shift start.
+8580,2024-01-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.724,False,Quality team requested trace review for lot 24-118B.
+8581,2024-01-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.026,False,Coolant loop adjustment reduced chamber temperature spread.
+8582,2024-01-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.207,False,Dust extraction fan offline for 18 minutes on line finishing.
+8583,2024-01-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.209,False,Packaging line stop reduced adjacent vibration background.
+8584,2024-01-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.384,False,Vibration baseline recovered after tool holder replacement.
+8585,2024-01-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Bearing temperature rising faster than baseline on spindle cell.
+8586,2024-01-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.213,False,Maintenance crew confirmed lubrication interval was missed.
+8587,2024-01-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.451,False,Anomaly review flagged possible bearing wear progression.
+8588,2024-01-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.604,False,Humidity excursion near finishing booth during coating run.
+8589,2024-01-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8590,2024-01-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.023,False,Pressure peak corresponds to oversized billet batch processing.
+8591,2024-01-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.828,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8592,2024-01-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.316,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8593,2024-01-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.42,False,Pressure line purge completed before restart authorization.
+8594,2024-01-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.327,False,Night shift startup produced higher than normal vibration floor.
+8595,2024-01-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Temporary gateway failover completed without data loss.
+8596,2024-01-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.533,False,Humidity baseline improved after seal replacement.
+8597,2024-01-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Humidity baseline improved after seal replacement.
+8598,2024-01-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.055,False,Vibration burst exceeds envelope during tool change cycle.
+8599,2024-01-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.411,False,Press cycle dwell time lengthened during high-volume batch.
+8600,2024-01-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.913,False,Pressure line purge completed before restart authorization.
+8601,2024-01-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Maintenance note logged for coupling imbalance inspection.
+8602,2024-01-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.052,False,Vibration baseline recovered after tool holder replacement.
+8603,2024-01-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.106,False,Temporary gateway failover completed without data loss.
+8604,2024-01-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.189,False,Vibration harmonics broadened during extended production run.
+8605,2024-01-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.282,False,Thermal ramp exceeded expected warmup curve before shift start.
+8606,2024-01-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.657,False,Humidity climbed during dock-door open period in afternoon shift.
+8607,2024-01-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.961,False,Sensor heartbeat delayed by one interval after gateway retry.
+8608,2024-01-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.922,False,Machine idle period extended during planned sanitation window.
+8609,2024-01-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.757,False,Bearing temperature rising faster than baseline on spindle cell.
+8610,2024-01-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.092,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8611,2024-01-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.496,False,Temperature variance narrowed after coolant nozzle cleaning.
+8612,2024-01-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.991,False,Edge collector replayed buffered events after network recovery.
+8613,2024-01-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Machine throughput increase drove sustained pressure uplift.
+8614,2024-01-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.109,False,Thermal overshoot event coincided with recipe change on furnace.
+8615,2024-01-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.548,False,Maintenance crew confirmed lubrication interval was missed.
+8616,2024-01-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.524,False,Air handler maintenance reduced humidity variance on finishing line.
+8617,2024-01-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.036,False,Temperature remained elevated during unscheduled overtime run.
+8618,2024-01-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.84,False,Condensation warning cleared after dehumidifier ramp-up.
+8619,2024-01-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Condensation warning cleared after dehumidifier ramp-up.
+8620,2024-01-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.566,False,Calibration check overdue by 11 days for press-line transducer.
+8621,2024-01-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.601,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8622,2024-01-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.364,False,Operator reset acknowledged after red-tag inspection.
+8623,2024-01-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.892,False,Operator reported intermittent chatter on machine CNC-04.
+8624,2024-01-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.138,False,Maintenance note logged for coupling imbalance inspection.
+8625,2024-01-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.903,False,Operator reported intermittent chatter on machine CNC-04.
+8626,2024-01-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Transient outlier matched forklift impact near cabinet wall.
+8627,2024-01-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Maintenance crew confirmed lubrication interval was missed.
+8628,2024-01-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.502,False,Reliability engineer tagged sample window for model retraining.
+8629,2024-01-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,SCADA backfill inserted two delayed telemetry points.
+8630,2024-01-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.956,False,Quality team requested trace review for lot 24-118B.
+8631,2024-01-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.365,False,Warning threshold updated for pilot predictive-maintenance model.
+8632,2024-01-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.817,False,SCADA backfill inserted two delayed telemetry points.
+8633,2024-01-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.42,False,Dust extraction fan offline for 18 minutes on line finishing.
+8634,2024-01-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.5,False,Press cycle dwell time lengthened during high-volume batch.
+8635,2024-01-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Coolant loop adjustment reduced chamber temperature spread.
+8636,2024-01-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.288,False,Temporary gateway failover completed without data loss.
+8637,2024-01-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Bearing temperature rising faster than baseline on spindle cell.
+8638,2024-01-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.506,False,Supervisory alert generated after three consecutive threshold breaches.
+8639,2024-01-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Maintenance note logged for coupling imbalance inspection.
+8640,2024-01-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.35,False,Maintenance crew confirmed lubrication interval was missed.
+8641,2024-01-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.789,False,Quality hold reduced finishing booth activity for one shift.
+8642,2024-01-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.137,False,Maintenance crew confirmed lubrication interval was missed.
+8643,2024-01-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8644,2024-01-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.52,False,Supervisory alert generated after three consecutive threshold breaches.
+8645,2024-01-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.146,False,Vibration burst exceeds envelope during tool change cycle.
+8646,2024-01-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.387,False,Humidity excursion near finishing booth during coating run.
+8647,2024-01-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8648,2024-01-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.025,False,Humidity climbed during dock-door open period in afternoon shift.
+8649,2024-01-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Reliability engineer tagged sample window for model retraining.
+8650,2024-01-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.487,False,Supervisory alert generated after three consecutive threshold breaches.
+8651,2024-01-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Pressure line purge completed before restart authorization.
+8652,2024-01-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.025,False,Anomaly review flagged possible bearing wear progression.
+8653,2024-01-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.42,False,Anomaly review flagged possible bearing wear progression.
+8654,2024-01-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.371,False,Machine idle period extended during planned sanitation window.
+8655,2024-01-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.235,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8656,2024-01-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.788,False,Telemetry quality flag downgraded during sensor self-test window.
+8657,2024-01-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.161,False,SCADA backfill inserted two delayed telemetry points.
+8658,2024-01-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.163,False,Unbalanced load introduced cyclical pressure ripple.
+8659,2024-01-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8660,2024-01-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.469,False,Vibration harmonics broadened during extended production run.
+8661,2024-01-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.362,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8662,2024-01-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.232,False,Sensor enclosure opened for manual calibration verification.
+8663,2024-01-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.785,False,Shift handoff note referenced unusual noise near press enclosure.
+8664,2024-01-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.761,False,Maintenance crew confirmed lubrication interval was missed.
+8665,2024-01-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.439,False,Air handler maintenance reduced humidity variance on finishing line.
+8666,2024-01-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.977,False,Humidity climbed during dock-door open period in afternoon shift.
+8667,2024-01-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.044,False,Coolant loop adjustment reduced chamber temperature spread.
+8668,2024-01-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.657,False,Vibration harmonics broadened during extended production run.
+8669,2024-01-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Humidity climbed during dock-door open period in afternoon shift.
+8670,2024-01-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.081,False,Supervisory alert generated after three consecutive threshold breaches.
+8671,2024-01-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Calibration check overdue by 11 days for press-line transducer.
+8672,2024-01-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.002,False,Quality team requested trace review for lot 24-118B.
+8673,2024-01-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.267,False,Maintenance scheduler deferred calibration due to spare shortage.
+8674,2024-01-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.984,False,Operator reset acknowledged after red-tag inspection.
+8675,2024-01-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Temperature remained elevated during unscheduled overtime run.
+8676,2024-01-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.148,False,Temporary gateway failover completed without data loss.
+8677,2024-01-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Bearing temperature rising faster than baseline on spindle cell.
+8678,2024-01-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.123,False,Operator reset acknowledged after red-tag inspection.
+8679,2024-01-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.744,False,Quality hold reduced finishing booth activity for one shift.
+8680,2024-01-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.226,False,Pressure line purge completed before restart authorization.
+8681,2024-01-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.562,False,Maintenance note logged for coupling imbalance inspection.
+8682,2024-01-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.314,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8683,2024-01-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.843,False,Transient outlier matched forklift impact near cabinet wall.
+8684,2024-01-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.767,False,Air handler maintenance reduced humidity variance on finishing line.
+8685,2024-01-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.789,False,Warning threshold updated for pilot predictive-maintenance model.
+8686,2024-01-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.09,False,Operator reset acknowledged after red-tag inspection.
+8687,2024-01-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.523,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8688,2024-01-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.299,False,Anomaly review flagged possible bearing wear progression.
+8689,2024-01-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.993,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8690,2024-01-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.045,False,Reliability engineer tagged sample window for model retraining.
+8691,2024-01-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.528,False,Dust extraction fan offline for 18 minutes on line finishing.
+8692,2024-01-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.707,False,Air handler maintenance reduced humidity variance on finishing line.
+8693,2024-01-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.528,False,Edge collector replayed buffered events after network recovery.
+8694,2024-01-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.988,False,Thermal ramp exceeded expected warmup curve before shift start.
+8695,2024-01-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temperature remained elevated during unscheduled overtime run.
+8696,2024-01-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.824,False,Humidity excursion near finishing booth during coating run.
+8697,2024-01-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Operator reported intermittent chatter on machine CNC-04.
+8698,2024-01-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.552,False,Sensor signal clipping observed during startup surge.
+8699,2024-01-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.396,False,Vibration harmonics broadened during extended production run.
+8700,2024-01-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.928,False,Operator reset acknowledged after red-tag inspection.
+8701,2024-01-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Machine throughput increase drove sustained pressure uplift.
+8702,2024-01-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.067,False,Sensor battery health remains nominal after firmware update.
+8703,2024-01-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.649,False,Temperature variance narrowed after coolant nozzle cleaning.
+8704,2024-01-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.892,False,Pressure line purge completed before restart authorization.
+8705,2024-01-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Quality hold reduced finishing booth activity for one shift.
+8706,2024-01-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.222,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8707,2024-01-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8708,2024-01-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.898,False,Temperature variance narrowed after coolant nozzle cleaning.
+8709,2024-01-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Condensation warning cleared after dehumidifier ramp-up.
+8710,2024-01-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.302,False,Humidity excursion near finishing booth during coating run.
+8711,2024-01-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.583,False,Supervisory alert generated after three consecutive threshold breaches.
+8712,2024-01-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.688,False,Calibration check overdue by 11 days for press-line transducer.
+8713,2024-01-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Maintenance note logged for coupling imbalance inspection.
+8714,2024-01-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.158,False,Operator reset acknowledged after red-tag inspection.
+8715,2024-01-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Quality team requested trace review for lot 24-118B.
+8716,2024-01-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.83,False,Thermal ramp exceeded expected warmup curve before shift start.
+8717,2024-01-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.246,False,Maintenance note logged for coupling imbalance inspection.
+8718,2024-01-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.328,False,Pressure settled back to nominal after valve reseat.
+8719,2024-01-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Humidity climbed during dock-door open period in afternoon shift.
+8720,2024-01-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.713,False,Sensor enclosure opened for manual calibration verification.
+8721,2024-01-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Maintenance crew confirmed lubrication interval was missed.
+8722,2024-01-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.254,False,Bearing temperature rising faster than baseline on spindle cell.
+8723,2024-01-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.831,False,Transient outlier matched forklift impact near cabinet wall.
+8724,2024-01-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.464,False,Packaging line stop reduced adjacent vibration background.
+8725,2024-01-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Unbalanced load introduced cyclical pressure ripple.
+8726,2024-01-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.456,False,Supervisory alert generated after three consecutive threshold breaches.
+8727,2024-01-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.826,False,Maintenance note logged for coupling imbalance inspection.
+8728,2024-01-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.409,False,Condensation warning cleared after dehumidifier ramp-up.
+8729,2024-01-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.322,False,Air handler maintenance reduced humidity variance on finishing line.
+8730,2024-01-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.309,False,Machine throughput increase drove sustained pressure uplift.
+8731,2024-01-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.526,False,Sensor heartbeat delayed by one interval after gateway retry.
+8732,2024-01-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.823,False,Thermal overshoot event coincided with recipe change on furnace.
+8733,2024-01-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.392,False,Temperature remained elevated during unscheduled overtime run.
+8734,2024-01-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.347,False,Pressure line purge completed before restart authorization.
+8735,2024-01-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Transient outlier matched forklift impact near cabinet wall.
+8736,2024-01-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.197,False,Unbalanced load introduced cyclical pressure ripple.
+8737,2024-01-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Unbalanced load introduced cyclical pressure ripple.
+8738,2024-01-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.812,False,Night shift startup produced higher than normal vibration floor.
+8739,2024-01-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.596,False,Humidity climbed during dock-door open period in afternoon shift.
+8740,2024-01-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.65,False,Night shift startup produced higher than normal vibration floor.
+8741,2024-01-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Vibration harmonics broadened during extended production run.
+8742,2024-01-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.952,False,Operator reset acknowledged after red-tag inspection.
+8743,2024-01-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.735,False,Press cycle dwell time lengthened during high-volume batch.
+8744,2024-01-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.543,False,Condensation warning cleared after dehumidifier ramp-up.
+8745,2024-01-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Bearing temperature rising faster than baseline on spindle cell.
+8746,2024-01-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.952,False,Shift handoff note referenced unusual noise near press enclosure.
+8747,2024-01-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.486,False,Hydraulic line pressure oscillation detected under load.
+8748,2024-01-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.437,False,Maintenance note logged for coupling imbalance inspection.
+8749,2024-01-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.321,False,Vibration harmonics broadened during extended production run.
+8750,2024-01-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.721,False,Pressure settled back to nominal after valve reseat.
+8751,2024-01-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.407,False,Humidity climbed during dock-door open period in afternoon shift.
+8752,2024-01-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.869,False,Temporary gateway failover completed without data loss.
+8753,2024-01-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Operator reset acknowledged after red-tag inspection.
+8754,2024-01-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.603,False,Humidity excursion near finishing booth during coating run.
+8755,2024-01-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.576,False,Edge collector replayed buffered events after network recovery.
+8756,2024-01-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.454,False,Sensor battery health remains nominal after firmware update.
+8757,2024-01-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Coolant loop adjustment reduced chamber temperature spread.
+8758,2024-01-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.131,False,Operator reset acknowledged after red-tag inspection.
+8759,2024-01-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.591,False,Night shift startup produced higher than normal vibration floor.
+8760,2024-01-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.08,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8761,2024-01-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.797,False,Maintenance scheduler deferred calibration due to spare shortage.
+8762,2024-01-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.164,False,Coolant loop adjustment reduced chamber temperature spread.
+8763,2024-01-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Quality hold reduced finishing booth activity for one shift.
+8764,2024-01-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.046,False,Pressure line purge completed before restart authorization.
+8765,2024-01-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8766,2024-01-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.525,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8767,2024-01-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Sensor heartbeat delayed by one interval after gateway retry.
+8768,2024-01-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.393,False,Vibration baseline recovered after tool holder replacement.
+8769,2024-01-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.833,False,Thermal overshoot event coincided with recipe change on furnace.
+8770,2024-01-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.569,False,Supervisory alert generated after three consecutive threshold breaches.
+8771,2024-01-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.052,False,Transient outlier matched forklift impact near cabinet wall.
+8772,2024-01-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.272,False,Maintenance scheduler deferred calibration due to spare shortage.
+8773,2024-01-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Unbalanced load introduced cyclical pressure ripple.
+8774,2024-01-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.382,False,Humidity excursion near finishing booth during coating run.
+8775,2024-01-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Humidity climbed during dock-door open period in afternoon shift.
+8776,2024-01-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.86,False,Sensor signal clipping observed during startup surge.
+8777,2024-01-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Condensation warning cleared after dehumidifier ramp-up.
+8778,2024-01-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.332,False,Quality team requested trace review for lot 24-118B.
+8779,2024-01-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.812,False,Edge collector replayed buffered events after network recovery.
+8780,2024-01-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.717,False,Press cycle dwell time lengthened during high-volume batch.
+8781,2024-01-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Transient outlier matched forklift impact near cabinet wall.
+8782,2024-01-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.415,False,Press cycle dwell time lengthened during high-volume batch.
+8783,2024-01-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.547,False,Quality hold reduced finishing booth activity for one shift.
+8784,2024-01-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.506,False,Temperature remained elevated during unscheduled overtime run.
+8785,2024-01-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Shift handoff note referenced unusual noise near press enclosure.
+8786,2024-01-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.632,False,Humidity excursion near finishing booth during coating run.
+8787,2024-01-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.835,False,Humidity baseline improved after seal replacement.
+8788,2024-01-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.788,False,Temperature remained elevated during unscheduled overtime run.
+8789,2024-01-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.697,False,Telemetry quality flag downgraded during sensor self-test window.
+8790,2024-01-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.189,False,Humidity baseline improved after seal replacement.
+8791,2024-01-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.818,False,Press cycle dwell time lengthened during high-volume batch.
+8792,2024-01-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.987,False,Operator reset acknowledged after red-tag inspection.
+8793,2024-01-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Operator reported intermittent chatter on machine CNC-04.
+8794,2024-01-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.012,False,Press cycle dwell time lengthened during high-volume batch.
+8795,2024-01-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Transient outlier matched forklift impact near cabinet wall.
+8796,2024-01-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.15,False,Vibration burst exceeds envelope during tool change cycle.
+8797,2024-01-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8798,2024-01-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.737,False,Pressure peak corresponds to oversized billet batch processing.
+8799,2024-01-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.741,False,Night shift startup produced higher than normal vibration floor.
+8800,2024-01-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.155,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8801,2024-01-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.178,False,Short-lived packet loss observed at edge gateway gw-02.
+8802,2024-01-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.368,False,Sensor heartbeat delayed by one interval after gateway retry.
+8803,2024-01-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.516,False,Night shift startup produced higher than normal vibration floor.
+8804,2024-01-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.757,False,Press cycle dwell time lengthened during high-volume batch.
+8805,2024-01-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8806,2024-01-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.036,False,Temperature variance narrowed after coolant nozzle cleaning.
+8807,2024-01-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Vibration baseline recovered after tool holder replacement.
+8808,2024-01-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.132,False,Temperature variance narrowed after coolant nozzle cleaning.
+8809,2024-01-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Temperature variance narrowed after coolant nozzle cleaning.
+8810,2024-01-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.49,False,Short-lived packet loss observed at edge gateway gw-02.
+8811,2024-01-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.928,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8812,2024-01-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.282,False,Thermal ramp exceeded expected warmup curve before shift start.
+8813,2024-01-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Maintenance scheduler deferred calibration due to spare shortage.
+8814,2024-01-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.389,False,Maintenance scheduler deferred calibration due to spare shortage.
+8815,2024-01-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.437,False,Maintenance crew confirmed lubrication interval was missed.
+8816,2024-01-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.373,False,Machine throughput increase drove sustained pressure uplift.
+8817,2024-01-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.564,False,Edge collector replayed buffered events after network recovery.
+8818,2024-01-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.76,False,Operator reset acknowledged after red-tag inspection.
+8819,2024-01-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.505,False,Calibration check overdue by 11 days for press-line transducer.
+8820,2024-01-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.029,False,Sensor signal clipping observed during startup surge.
+8821,2024-01-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Bearing temperature rising faster than baseline on spindle cell.
+8822,2024-01-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.122,False,Vibration baseline recovered after tool holder replacement.
+8823,2024-01-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.496,False,Thermal overshoot event coincided with recipe change on furnace.
+8824,2024-01-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.327,False,Calibration check overdue by 11 days for press-line transducer.
+8825,2024-01-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.356,False,Sensor heartbeat delayed by one interval after gateway retry.
+8826,2024-01-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.55,False,Warning threshold updated for pilot predictive-maintenance model.
+8827,2024-01-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.198,False,Temperature remained elevated during unscheduled overtime run.
+8828,2024-01-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.637,False,Humidity baseline improved after seal replacement.
+8829,2024-01-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Sensor signal clipping observed during startup surge.
+8830,2024-01-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.678,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8831,2024-01-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Sensor heartbeat delayed by one interval after gateway retry.
+8832,2024-01-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.415,False,Machine idle period extended during planned sanitation window.
+8833,2024-01-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.887,False,Unbalanced load introduced cyclical pressure ripple.
+8834,2024-01-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.79,False,Temperature remained elevated during unscheduled overtime run.
+8835,2024-01-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.858,False,Night shift startup produced higher than normal vibration floor.
+8836,2024-01-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.593,False,Temperature variance narrowed after coolant nozzle cleaning.
+8837,2024-01-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Vibration harmonics broadened during extended production run.
+8838,2024-01-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.422,False,Temperature remained elevated during unscheduled overtime run.
+8839,2024-01-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.098,False,Temporary gateway failover completed without data loss.
+8840,2024-01-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.196,False,Maintenance scheduler deferred calibration due to spare shortage.
+8841,2024-01-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Bearing temperature rising faster than baseline on spindle cell.
+8842,2024-01-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.557,False,Packaging line stop reduced adjacent vibration background.
+8843,2024-01-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Maintenance crew confirmed lubrication interval was missed.
+8844,2024-01-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.807,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8845,2024-01-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.557,False,Hydraulic line pressure oscillation detected under load.
+8846,2024-01-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.441,False,Thermal overshoot event coincided with recipe change on furnace.
+8847,2024-01-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Humidity excursion near finishing booth during coating run.
+8848,2024-01-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.032,False,Shift handoff note referenced unusual noise near press enclosure.
+8849,2024-01-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Pressure settled back to nominal after valve reseat.
+8850,2024-01-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.111,False,Operator reset acknowledged after red-tag inspection.
+8851,2024-01-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.846,False,Pressure line purge completed before restart authorization.
+8852,2024-01-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.959,False,Shift handoff note referenced unusual noise near press enclosure.
+8853,2024-01-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Quality team requested trace review for lot 24-118B.
+8854,2024-01-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.072,False,Pressure peak corresponds to oversized billet batch processing.
+8855,2024-01-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.878,False,Machine throughput increase drove sustained pressure uplift.
+8856,2024-01-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.786,False,Sensor heartbeat delayed by one interval after gateway retry.
+8857,2024-01-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.642,False,Transient outlier matched forklift impact near cabinet wall.
+8858,2024-01-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.604,False,Operator reported intermittent chatter on machine CNC-04.
+8859,2024-01-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Hydraulic line pressure oscillation detected under load.
+8860,2024-01-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.811,False,Condensation warning cleared after dehumidifier ramp-up.
+8861,2024-01-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Transient outlier matched forklift impact near cabinet wall.
+8862,2024-01-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.602,False,Operator reset acknowledged after red-tag inspection.
+8863,2024-01-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.906,False,Calibration check overdue by 11 days for press-line transducer.
+8864,2024-01-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.626,False,Night shift startup produced higher than normal vibration floor.
+8865,2024-01-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.122,False,Calibration check overdue by 11 days for press-line transducer.
+8866,2024-01-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.003,False,Short-lived packet loss observed at edge gateway gw-02.
+8867,2024-01-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.503,False,Bearing temperature rising faster than baseline on spindle cell.
+8868,2024-01-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.161,False,Humidity baseline improved after seal replacement.
+8869,2024-01-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.359,False,Vibration harmonics broadened during extended production run.
+8870,2024-01-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.605,False,Humidity baseline improved after seal replacement.
+8871,2024-01-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.896,False,Operator reset acknowledged after red-tag inspection.
+8872,2024-01-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.284,False,Hydraulic line pressure oscillation detected under load.
+8873,2024-01-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.956,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8874,2024-01-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.751,False,Sensor battery health remains nominal after firmware update.
+8875,2024-01-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.782,False,Supervisory alert generated after three consecutive threshold breaches.
+8876,2024-01-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.984,False,Air handler maintenance reduced humidity variance on finishing line.
+8877,2024-01-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Temporary gateway failover completed without data loss.
+8878,2024-01-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.387,False,Press cycle dwell time lengthened during high-volume batch.
+8879,2024-01-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Machine throughput increase drove sustained pressure uplift.
+8880,2024-01-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.626,False,Temporary gateway failover completed without data loss.
+8881,2024-01-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Humidity readings track seasonal rise across late spring.
+8882,2024-01-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.559,False,Heat-treat furnace door cycling increased localized temperature spikes.
+8883,2024-01-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.398,False,Reliability engineer tagged sample window for model retraining.
+8884,2024-01-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.671,False,Maintenance scheduler deferred calibration due to spare shortage.
+8885,2024-01-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8886,2024-01-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.15,False,Maintenance crew confirmed lubrication interval was missed.
+8887,2024-01-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Pressure settled back to nominal after valve reseat.
+8888,2024-01-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.731,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8889,2024-01-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.056,False,Operator reported intermittent chatter on machine CNC-04.
+8890,2024-01-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.185,False,Dust extraction fan offline for 18 minutes on line finishing.
+8891,2024-01-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.74,False,Supervisory alert generated after three consecutive threshold breaches.
+8892,2024-01-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.606,False,Night shift startup produced higher than normal vibration floor.
+8893,2024-01-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Packaging line stop reduced adjacent vibration background.
+8894,2024-01-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
+8895,2024-01-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.855,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8896,2024-01-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.754,False,Sensor enclosure opened for manual calibration verification.
+8897,2024-01-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Night shift startup produced higher than normal vibration floor.
+8898,2024-01-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.899,False,Machine idle period extended during planned sanitation window.
+8899,2024-01-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.459,False,Vibration harmonics broadened during extended production run.
+8900,2024-01-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.994,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8901,2024-01-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.43,False,Pressure line purge completed before restart authorization.
+8902,2024-01-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.386,False,Humidity excursion near finishing booth during coating run.
+8903,2024-01-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.383,False,SCADA backfill inserted two delayed telemetry points.
+8904,2024-01-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.45,False,Pressure line purge completed before restart authorization.
+8905,2024-01-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.472,False,Condensation warning cleared after dehumidifier ramp-up.
+8906,2024-01-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.101,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8907,2024-01-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.032,False,Bearing temperature rising faster than baseline on spindle cell.
+8908,2024-01-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.583,False,Press cycle dwell time lengthened during high-volume batch.
+8909,2024-01-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Transient outlier matched forklift impact near cabinet wall.
+8910,2024-01-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.292,False,Temperature variance narrowed after coolant nozzle cleaning.
+8911,2024-01-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Pressure peak corresponds to oversized billet batch processing.
+8912,2024-01-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.518,False,Maintenance crew confirmed lubrication interval was missed.
+8913,2024-01-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Bearing temperature rising faster than baseline on spindle cell.
+8914,2024-01-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.985,False,Humidity baseline improved after seal replacement.
+8915,2024-01-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.626,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8916,2024-01-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.027,False,Quality team requested trace review for lot 24-118B.
+8917,2024-01-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.05,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8918,2024-01-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.125,False,Reliability engineer tagged sample window for model retraining.
+8919,2024-01-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.227,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8920,2024-01-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.076,False,Thermal ramp exceeded expected warmup curve before shift start.
+8921,2024-01-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Transient outlier matched forklift impact near cabinet wall.
+8922,2024-01-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.833,False,Air handler maintenance reduced humidity variance on finishing line.
+8923,2024-01-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Vibration harmonics broadened during extended production run.
+8924,2024-01-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8925,2024-01-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Reliability engineer tagged sample window for model retraining.
+8926,2024-01-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.289,False,Sensor enclosure opened for manual calibration verification.
+8927,2024-01-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.576,False,Short-lived packet loss observed at edge gateway gw-02.
+8928,2024-01-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,55.457,False,Humidity climbed during dock-door open period in afternoon shift.
+8929,2024-02-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Packaging line stop reduced adjacent vibration background.
+8930,2024-02-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.099,False,Bearing temperature rising faster than baseline on spindle cell.
+8931,2024-02-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Humidity readings track seasonal rise across late spring.
+8932,2024-02-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.238,False,Transient outlier matched forklift impact near cabinet wall.
+8933,2024-02-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Sensor signal clipping observed during startup surge.
+8934,2024-02-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.117,False,Ambient temperature stabilized after HVAC stage-two engagement.
+8935,2024-02-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.599,False,Operator reset acknowledged after red-tag inspection.
+8936,2024-02-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.154,False,Thermal ramp exceeded expected warmup curve before shift start.
+8937,2024-02-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.396,False,Telemetry quality flag downgraded during sensor self-test window.
+8938,2024-02-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.119,False,Packaging line stop reduced adjacent vibration background.
+8939,2024-02-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Humidity climbed during dock-door open period in afternoon shift.
+8940,2024-02-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.757,False,Shift handoff note referenced unusual noise near press enclosure.
+8941,2024-02-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.475,False,Pressure settled back to nominal after valve reseat.
+8942,2024-02-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.51,False,Quality hold reduced finishing booth activity for one shift.
+8943,2024-02-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.282,False,Edge collector replayed buffered events after network recovery.
+8944,2024-02-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.217,False,Press cycle dwell time lengthened during high-volume batch.
+8945,2024-02-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Pressure settled back to nominal after valve reseat.
+8946,2024-02-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.909,False,Telemetry quality flag downgraded during sensor self-test window.
+8947,2024-02-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.961,False,Coolant loop adjustment reduced chamber temperature spread.
+8948,2024-02-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.559,False,Vibration burst exceeds envelope during tool change cycle.
+8949,2024-02-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Humidity baseline improved after seal replacement.
+8950,2024-02-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.484,False,Humidity excursion near finishing booth during coating run.
+8951,2024-02-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.312,False,Warning threshold updated for pilot predictive-maintenance model.
+8952,2024-02-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.959,False,Machine idle period extended during planned sanitation window.
+8953,2024-02-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.355,False,Vibration harmonics broadened during extended production run.
+8954,2024-02-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.313,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+8955,2024-02-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Hydraulic line pressure oscillation detected under load.
+8956,2024-02-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.621,False,Maintenance scheduler deferred calibration due to spare shortage.
+8957,2024-02-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Humidity readings track seasonal rise across late spring.
+8958,2024-02-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.25,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8959,2024-02-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.009,False,Unbalanced load introduced cyclical pressure ripple.
+8960,2024-02-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Sensor signal clipping observed during startup surge.
+8961,2024-02-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Thermal ramp exceeded expected warmup curve before shift start.
+8962,2024-02-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.376,False,Temporary gateway failover completed without data loss.
+8963,2024-02-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.733,False,Warning threshold updated for pilot predictive-maintenance model.
+8964,2024-02-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.681,False,Sensor heartbeat delayed by one interval after gateway retry.
+8965,2024-02-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.445,False,Humidity excursion near finishing booth during coating run.
+8966,2024-02-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.447,False,Thermal ramp exceeded expected warmup curve before shift start.
+8967,2024-02-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,SCADA backfill inserted two delayed telemetry points.
+8968,2024-02-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.014,False,Compressed air fluctuation introduced pressure noise for two cycles.
+8969,2024-02-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Vibration harmonics broadened during extended production run.
+8970,2024-02-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.791,False,Pressure settled back to nominal after valve reseat.
+8971,2024-02-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.322,False,Air handler maintenance reduced humidity variance on finishing line.
+8972,2024-02-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.088,False,SCADA backfill inserted two delayed telemetry points.
+8973,2024-02-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Bearing temperature rising faster than baseline on spindle cell.
+8974,2024-02-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.187,False,Reliability engineer tagged sample window for model retraining.
+8975,2024-02-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.497,False,Quality hold reduced finishing booth activity for one shift.
+8976,2024-02-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.262,False,Operator reported intermittent chatter on machine CNC-04.
+8977,2024-02-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Sensor signal clipping observed during startup surge.
+8978,2024-02-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.087,False,Maintenance crew confirmed lubrication interval was missed.
+8979,2024-02-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Humidity baseline improved after seal replacement.
+8980,2024-02-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.923,False,Supervisory alert generated after three consecutive threshold breaches.
+8981,2024-02-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Operator reported intermittent chatter on machine CNC-04.
+8982,2024-02-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.076,False,Quality team requested trace review for lot 24-118B.
+8983,2024-02-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.743,False,Condensation warning cleared after dehumidifier ramp-up.
+8984,2024-02-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.79,False,Sensor heartbeat delayed by one interval after gateway retry.
+8985,2024-02-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Operator reset acknowledged after red-tag inspection.
+8986,2024-02-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,85.697,False,Anomaly review flagged possible bearing wear progression.
+8987,2024-02-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.319,False,Sensor battery health remains nominal after firmware update.
+8988,2024-02-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.517,False,Sensor battery health remains nominal after firmware update.
+8989,2024-02-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Humidity readings track seasonal rise across late spring.
+8990,2024-02-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.913,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+8991,2024-02-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Maintenance scheduler deferred calibration due to spare shortage.
+8992,2024-02-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.057,False,Supervisory alert generated after three consecutive threshold breaches.
+8993,2024-02-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Machine idle period extended during planned sanitation window.
+8994,2024-02-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.67,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+8995,2024-02-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.45,False,Sensor battery health remains nominal after firmware update.
+8996,2024-02-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.205,False,Temporary gateway failover completed without data loss.
+8997,2024-02-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,Temporary gateway failover completed without data loss.
+8998,2024-02-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.069,False,Temperature variance narrowed after coolant nozzle cleaning.
+8999,2024-02-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.951,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9000,2024-02-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.612,False,Unbalanced load introduced cyclical pressure ripple.
+9001,2024-02-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Hydraulic line pressure oscillation detected under load.
+9002,2024-02-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Shift handoff note referenced unusual noise near press enclosure.
+9003,2024-02-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.26,False,Temperature remained elevated during unscheduled overtime run.
+9004,2024-02-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.164,False,Bearing temperature rising faster than baseline on spindle cell.
+9005,2024-02-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Maintenance scheduler deferred calibration due to spare shortage.
+9006,2024-02-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.463,False,Maintenance scheduler deferred calibration due to spare shortage.
+9007,2024-02-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.814,False,Thermal ramp exceeded expected warmup curve before shift start.
+9008,2024-02-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.478,False,Packaging line stop reduced adjacent vibration background.
+9009,2024-02-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Maintenance note logged for coupling imbalance inspection.
+9010,2024-02-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.582,False,Vibration burst exceeds envelope during tool change cycle.
+9011,2024-02-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Bearing temperature rising faster than baseline on spindle cell.
+9012,2024-02-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.365,False,Packaging line stop reduced adjacent vibration background.
+9013,2024-02-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Short-lived packet loss observed at edge gateway gw-02.
+9014,2024-02-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.982,False,Machine throughput increase drove sustained pressure uplift.
+9015,2024-02-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.113,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9016,2024-02-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.263,False,Temperature remained elevated during unscheduled overtime run.
+9017,2024-02-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Temperature remained elevated during unscheduled overtime run.
+9018,2024-02-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.175,False,Machine throughput increase drove sustained pressure uplift.
+9019,2024-02-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.446,False,Packaging line stop reduced adjacent vibration background.
+9020,2024-02-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.535,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9021,2024-02-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Supervisory alert generated after three consecutive threshold breaches.
+9022,2024-02-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,56.971,False,Temperature remained elevated during unscheduled overtime run.
+9023,2024-02-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.61,False,Night shift startup produced higher than normal vibration floor.
+9024,2024-02-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.564,False,Sensor signal clipping observed during startup surge.
+9025,2024-02-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Shift handoff note referenced unusual noise near press enclosure.
+9026,2024-02-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.558,False,Vibration harmonics broadened during extended production run.
+9027,2024-02-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.931,False,Temperature variance narrowed after coolant nozzle cleaning.
+9028,2024-02-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.521,False,Bearing temperature rising faster than baseline on spindle cell.
+9029,2024-02-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Temporary gateway failover completed without data loss.
+9030,2024-02-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.648,False,Reliability engineer tagged sample window for model retraining.
+9031,2024-02-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.273,False,Anomaly review flagged possible bearing wear progression.
+9032,2024-02-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.381,False,Calibration check overdue by 11 days for press-line transducer.
+9033,2024-02-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9034,2024-02-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.322,False,Pressure line purge completed before restart authorization.
+9035,2024-02-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Hydraulic line pressure oscillation detected under load.
+9036,2024-02-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.7,False,Night shift startup produced higher than normal vibration floor.
+9037,2024-02-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Temperature variance narrowed after coolant nozzle cleaning.
+9038,2024-02-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.452,False,Shift handoff note referenced unusual noise near press enclosure.
+9039,2024-02-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.195,False,Machine throughput increase drove sustained pressure uplift.
+9040,2024-02-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.104,False,Temperature variance narrowed after coolant nozzle cleaning.
+9041,2024-02-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.635,False,Thermal ramp exceeded expected warmup curve before shift start.
+9042,2024-02-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.055,False,Dust extraction fan offline for 18 minutes on line finishing.
+9043,2024-02-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.706,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9044,2024-02-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.037,False,Packaging line stop reduced adjacent vibration background.
+9045,2024-02-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.928,False,Edge collector replayed buffered events after network recovery.
+9046,2024-02-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.51,False,Humidity excursion near finishing booth during coating run.
+9047,2024-02-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9048,2024-02-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.122,False,Shift handoff note referenced unusual noise near press enclosure.
+9049,2024-02-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.949,False,Warning threshold updated for pilot predictive-maintenance model.
+9050,2024-02-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.777,False,Temperature variance narrowed after coolant nozzle cleaning.
+9051,2024-02-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.08,False,Humidity excursion near finishing booth during coating run.
+9052,2024-02-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.055,False,Temperature remained elevated during unscheduled overtime run.
+9053,2024-02-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,SCADA backfill inserted two delayed telemetry points.
+9054,2024-02-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.379,False,Coolant loop adjustment reduced chamber temperature spread.
+9055,2024-02-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9056,2024-02-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.935,False,SCADA backfill inserted two delayed telemetry points.
+9057,2024-02-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Sensor heartbeat delayed by one interval after gateway retry.
+9058,2024-02-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.581,False,Machine throughput increase drove sustained pressure uplift.
+9059,2024-02-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.084,False,Pressure line purge completed before restart authorization.
+9060,2024-02-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.397,False,Unbalanced load introduced cyclical pressure ripple.
+9061,2024-02-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.36,False,Warning threshold updated for pilot predictive-maintenance model.
+9062,2024-02-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.445,False,Temporary gateway failover completed without data loss.
+9063,2024-02-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.248,False,Hydraulic line pressure oscillation detected under load.
+9064,2024-02-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.268,False,Pressure peak corresponds to oversized billet batch processing.
+9065,2024-02-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.701,False,Temperature remained elevated during unscheduled overtime run.
+9066,2024-02-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.59,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9067,2024-02-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Packaging line stop reduced adjacent vibration background.
+9068,2024-02-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.714,False,Condensation warning cleared after dehumidifier ramp-up.
+9069,2024-02-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.745,False,Maintenance scheduler deferred calibration due to spare shortage.
+9070,2024-02-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.383,False,Bearing temperature rising faster than baseline on spindle cell.
+9071,2024-02-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.397,False,Humidity readings track seasonal rise across late spring.
+9072,2024-02-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Maintenance scheduler deferred calibration due to spare shortage.
+9073,2024-02-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Hydraulic line pressure oscillation detected under load.
+9074,2024-02-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.487,False,Supervisory alert generated after three consecutive threshold breaches.
+9075,2024-02-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.724,False,Night shift startup produced higher than normal vibration floor.
+9076,2024-02-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.539,False,Pressure line purge completed before restart authorization.
+9077,2024-02-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Machine throughput increase drove sustained pressure uplift.
+9078,2024-02-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.396,False,Machine throughput increase drove sustained pressure uplift.
+9079,2024-02-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.516,False,Coolant loop adjustment reduced chamber temperature spread.
+9080,2024-02-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.68,False,Pressure peak corresponds to oversized billet batch processing.
+9081,2024-02-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.206,False,Telemetry quality flag downgraded during sensor self-test window.
+9082,2024-02-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.815,False,Air handler maintenance reduced humidity variance on finishing line.
+9083,2024-02-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Quality hold reduced finishing booth activity for one shift.
+9084,2024-02-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.07,False,Temperature variance narrowed after coolant nozzle cleaning.
+9085,2024-02-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.728,False,Dust extraction fan offline for 18 minutes on line finishing.
+9086,2024-02-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.272,False,Reliability engineer tagged sample window for model retraining.
+9087,2024-02-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.875,False,Dust extraction fan offline for 18 minutes on line finishing.
+9088,2024-02-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.062,False,Operator reset acknowledged after red-tag inspection.
+9089,2024-02-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.547,False,Air handler maintenance reduced humidity variance on finishing line.
+9090,2024-02-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.741,False,Operator reported intermittent chatter on machine CNC-04.
+9091,2024-02-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Operator reset acknowledged after red-tag inspection.
+9092,2024-02-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.103,False,Maintenance note logged for coupling imbalance inspection.
+9093,2024-02-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Humidity baseline improved after seal replacement.
+9094,2024-02-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.767,False,Shift handoff note referenced unusual noise near press enclosure.
+9095,2024-02-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Edge collector replayed buffered events after network recovery.
+9096,2024-02-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.906,False,Supervisory alert generated after three consecutive threshold breaches.
+9097,2024-02-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.205,False,Quality team requested trace review for lot 24-118B.
+9098,2024-02-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.913,False,Hydraulic line pressure oscillation detected under load.
+9099,2024-02-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.146,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9100,2024-02-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,53.519,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9101,2024-02-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.671,False,Night shift startup produced higher than normal vibration floor.
+9102,2024-02-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.997,False,Hydraulic line pressure oscillation detected under load.
+9103,2024-02-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.563,False,Pressure settled back to nominal after valve reseat.
+9104,2024-02-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.718,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9105,2024-02-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.634,False,Vibration harmonics broadened during extended production run.
+9106,2024-02-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.644,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9107,2024-02-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.222,False,Operator reset acknowledged after red-tag inspection.
+9108,2024-02-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.632,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9109,2024-02-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.781,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9110,2024-02-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.835,False,Operator reset acknowledged after red-tag inspection.
+9111,2024-02-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.916,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9112,2024-02-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.316,False,Dust extraction fan offline for 18 minutes on line finishing.
+9113,2024-02-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.622,False,Sensor battery health remains nominal after firmware update.
+9114,2024-02-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.07,False,Dust extraction fan offline for 18 minutes on line finishing.
+9115,2024-02-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.75,False,Sensor battery health remains nominal after firmware update.
+9116,2024-02-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.217,False,Temperature remained elevated during unscheduled overtime run.
+9117,2024-02-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.58,False,Quality team requested trace review for lot 24-118B.
+9118,2024-02-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.522,False,Shift handoff note referenced unusual noise near press enclosure.
+9119,2024-02-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.181,False,Humidity readings track seasonal rise across late spring.
+9120,2024-02-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.739,False,Vibration burst exceeds envelope during tool change cycle.
+9121,2024-02-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.931,False,Quality team requested trace review for lot 24-118B.
+9122,2024-02-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.22,False,Reliability engineer tagged sample window for model retraining.
+9123,2024-02-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Air handler maintenance reduced humidity variance on finishing line.
+9124,2024-02-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.051,False,Shift handoff note referenced unusual noise near press enclosure.
+9125,2024-02-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Pressure settled back to nominal after valve reseat.
+9126,2024-02-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.069,False,Bearing temperature rising faster than baseline on spindle cell.
+9127,2024-02-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Maintenance scheduler deferred calibration due to spare shortage.
+9128,2024-02-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.72,False,Short-lived packet loss observed at edge gateway gw-02.
+9129,2024-02-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
+9130,2024-02-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.716,False,Vibration burst exceeds envelope during tool change cycle.
+9131,2024-02-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.967,False,Vibration harmonics broadened during extended production run.
+9132,2024-02-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.352,False,Sensor signal clipping observed during startup surge.
+9133,2024-02-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.79,False,Temperature variance narrowed after coolant nozzle cleaning.
+9134,2024-02-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.714,False,Shift handoff note referenced unusual noise near press enclosure.
+9135,2024-02-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.666,False,Operator reset acknowledged after red-tag inspection.
+9136,2024-02-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.594,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9137,2024-02-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.817,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9138,2024-02-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.826,False,Transient outlier matched forklift impact near cabinet wall.
+9139,2024-02-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.199,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9140,2024-02-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.415,False,Unbalanced load introduced cyclical pressure ripple.
+9141,2024-02-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Hydraulic line pressure oscillation detected under load.
+9142,2024-02-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.53,False,Temperature remained elevated during unscheduled overtime run.
+9143,2024-02-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.102,False,Humidity excursion near finishing booth during coating run.
+9144,2024-02-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.201,False,Telemetry quality flag downgraded during sensor self-test window.
+9145,2024-02-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Press cycle dwell time lengthened during high-volume batch.
+9146,2024-02-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.899,False,Condensation warning cleared after dehumidifier ramp-up.
+9147,2024-02-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.309,False,Shift handoff note referenced unusual noise near press enclosure.
+9148,2024-02-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.848,False,Quality hold reduced finishing booth activity for one shift.
+9149,2024-02-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.569,False,Pressure settled back to nominal after valve reseat.
+9150,2024-02-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.481,False,Vibration burst exceeds envelope during tool change cycle.
+9151,2024-02-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Edge collector replayed buffered events after network recovery.
+9152,2024-02-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.664,False,Bearing temperature rising faster than baseline on spindle cell.
+9153,2024-02-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.438,False,Packaging line stop reduced adjacent vibration background.
+9154,2024-02-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.687,False,Quality team requested trace review for lot 24-118B.
+9155,2024-02-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.188,False,Transient outlier matched forklift impact near cabinet wall.
+9156,2024-02-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.872,False,Quality hold reduced finishing booth activity for one shift.
+9157,2024-02-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Edge collector replayed buffered events after network recovery.
+9158,2024-02-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Hydraulic line pressure oscillation detected under load.
+9159,2024-02-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.282,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9160,2024-02-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.759,False,Quality hold reduced finishing booth activity for one shift.
+9161,2024-02-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.446,False,Telemetry quality flag downgraded during sensor self-test window.
+9162,2024-02-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.621,False,Unbalanced load introduced cyclical pressure ripple.
+9163,2024-02-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.704,False,Bearing temperature rising faster than baseline on spindle cell.
+9164,2024-02-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.081,False,Hydraulic line pressure oscillation detected under load.
+9165,2024-02-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.181,False,Short-lived packet loss observed at edge gateway gw-02.
+9166,2024-02-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.181,False,Sensor heartbeat delayed by one interval after gateway retry.
+9167,2024-02-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Humidity excursion near finishing booth during coating run.
+9168,2024-02-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.344,False,Reliability engineer tagged sample window for model retraining.
+9169,2024-02-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Temperature remained elevated during unscheduled overtime run.
+9170,2024-02-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Dust extraction fan offline for 18 minutes on line finishing.
+9171,2024-02-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.972,False,Machine throughput increase drove sustained pressure uplift.
+9172,2024-02-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.317,False,Dust extraction fan offline for 18 minutes on line finishing.
+9173,2024-02-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.85,False,Maintenance crew confirmed lubrication interval was missed.
+9174,2024-02-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.956,False,Humidity climbed during dock-door open period in afternoon shift.
+9175,2024-02-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.84,False,SCADA backfill inserted two delayed telemetry points.
+9176,2024-02-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.855,False,Transient outlier matched forklift impact near cabinet wall.
+9177,2024-02-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9178,2024-02-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.191,False,Night shift startup produced higher than normal vibration floor.
+9179,2024-02-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.193,False,Quality hold reduced finishing booth activity for one shift.
+9180,2024-02-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.381,False,Humidity climbed during dock-door open period in afternoon shift.
+9181,2024-02-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.877,False,Transient outlier matched forklift impact near cabinet wall.
+9182,2024-02-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.809,False,Pressure settled back to nominal after valve reseat.
+9183,2024-02-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.885,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9184,2024-02-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.387,False,Humidity excursion near finishing booth during coating run.
+9185,2024-02-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.383,False,Pressure settled back to nominal after valve reseat.
+9186,2024-02-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.181,False,Sensor heartbeat delayed by one interval after gateway retry.
+9187,2024-02-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.312,False,Operator reset acknowledged after red-tag inspection.
+9188,2024-02-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.996,False,Pressure peak corresponds to oversized billet batch processing.
+9189,2024-02-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9190,2024-02-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.879,False,Machine idle period extended during planned sanitation window.
+9191,2024-02-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.457,False,Sensor heartbeat delayed by one interval after gateway retry.
+9192,2024-02-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.411,False,SCADA backfill inserted two delayed telemetry points.
+9193,2024-02-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9194,2024-02-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.677,False,Sensor signal clipping observed during startup surge.
+9195,2024-02-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.944,False,Thermal overshoot event coincided with recipe change on furnace.
+9196,2024-02-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9197,2024-02-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Quality hold reduced finishing booth activity for one shift.
+9198,2024-02-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.491,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9199,2024-02-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Supervisory alert generated after three consecutive threshold breaches.
+9200,2024-02-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.441,False,Warning threshold updated for pilot predictive-maintenance model.
+9201,2024-02-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Condensation warning cleared after dehumidifier ramp-up.
+9202,2024-02-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.282,False,Maintenance scheduler deferred calibration due to spare shortage.
+9203,2024-02-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.619,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9204,2024-02-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.065,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9205,2024-02-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Temporary gateway failover completed without data loss.
+9206,2024-02-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.018,False,Supervisory alert generated after three consecutive threshold breaches.
+9207,2024-02-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Warning threshold updated for pilot predictive-maintenance model.
+9208,2024-02-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.656,False,Supervisory alert generated after three consecutive threshold breaches.
+9209,2024-02-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.385,False,Operator reported intermittent chatter on machine CNC-04.
+9210,2024-02-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.662,False,Supervisory alert generated after three consecutive threshold breaches.
+9211,2024-02-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.286,False,Quality hold reduced finishing booth activity for one shift.
+9212,2024-02-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.305,False,Temporary gateway failover completed without data loss.
+9213,2024-02-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.758,False,Condensation warning cleared after dehumidifier ramp-up.
+9214,2024-02-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.369,False,Quality team requested trace review for lot 24-118B.
+9215,2024-02-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Telemetry quality flag downgraded during sensor self-test window.
+9216,2024-02-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.565,False,Transient outlier matched forklift impact near cabinet wall.
+9217,2024-02-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.455,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9218,2024-02-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.636,False,Temperature remained elevated during unscheduled overtime run.
+9219,2024-02-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.278,False,Warning threshold updated for pilot predictive-maintenance model.
+9220,2024-02-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,Maintenance note logged for coupling imbalance inspection.
+9221,2024-02-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.344,False,Unbalanced load introduced cyclical pressure ripple.
+9222,2024-02-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.397,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9223,2024-02-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Quality team requested trace review for lot 24-118B.
+9224,2024-02-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.291,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9225,2024-02-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.704,False,Sensor heartbeat delayed by one interval after gateway retry.
+9226,2024-02-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.57,False,Calibration check overdue by 11 days for press-line transducer.
+9227,2024-02-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.298,False,Pressure settled back to nominal after valve reseat.
+9228,2024-02-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.587,False,Pressure peak corresponds to oversized billet batch processing.
+9229,2024-02-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.818,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9230,2024-02-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.7,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9231,2024-02-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Calibration check overdue by 11 days for press-line transducer.
+9232,2024-02-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.209,False,Thermal ramp exceeded expected warmup curve before shift start.
+9233,2024-02-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Short-lived packet loss observed at edge gateway gw-02.
+9234,2024-02-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.352,False,Telemetry quality flag downgraded during sensor self-test window.
+9235,2024-02-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.566,False,Vibration harmonics broadened during extended production run.
+9236,2024-02-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Humidity baseline improved after seal replacement.
+9237,2024-02-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Quality hold reduced finishing booth activity for one shift.
+9238,2024-02-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.074,False,Thermal ramp exceeded expected warmup curve before shift start.
+9239,2024-02-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Temperature remained elevated during unscheduled overtime run.
+9240,2024-02-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.973,False,Edge collector replayed buffered events after network recovery.
+9241,2024-02-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Edge collector replayed buffered events after network recovery.
+9242,2024-02-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.209,False,Short-lived packet loss observed at edge gateway gw-02.
+9243,2024-02-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.78,False,Unbalanced load introduced cyclical pressure ripple.
+9244,2024-02-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.532,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9245,2024-02-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.246,False,Thermal ramp exceeded expected warmup curve before shift start.
+9246,2024-02-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.733,False,Condensation warning cleared after dehumidifier ramp-up.
+9247,2024-02-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.713,False,Sensor heartbeat delayed by one interval after gateway retry.
+9248,2024-02-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.347,False,Sensor enclosure opened for manual calibration verification.
+9249,2024-02-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.189,False,Unbalanced load introduced cyclical pressure ripple.
+9250,2024-02-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.833,False,Quality hold reduced finishing booth activity for one shift.
+9251,2024-02-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.941,False,Pressure peak corresponds to oversized billet batch processing.
+9252,2024-02-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.907,False,Humidity climbed during dock-door open period in afternoon shift.
+9253,2024-02-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.242,False,Maintenance note logged for coupling imbalance inspection.
+9254,2024-02-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.385,False,Pressure settled back to nominal after valve reseat.
+9255,2024-02-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.748,False,Supervisory alert generated after three consecutive threshold breaches.
+9256,2024-02-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.158,False,Warning threshold updated for pilot predictive-maintenance model.
+9257,2024-02-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Supervisory alert generated after three consecutive threshold breaches.
+9258,2024-02-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.896,False,Quality team requested trace review for lot 24-118B.
+9259,2024-02-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.74,False,Vibration harmonics broadened during extended production run.
+9260,2024-02-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.162,False,Maintenance crew confirmed lubrication interval was missed.
+9261,2024-02-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.534,False,Bearing temperature rising faster than baseline on spindle cell.
+9262,2024-02-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.464,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9263,2024-02-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Sensor battery health remains nominal after firmware update.
+9264,2024-02-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.557,False,Air handler maintenance reduced humidity variance on finishing line.
+9265,2024-02-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.377,False,Bearing temperature rising faster than baseline on spindle cell.
+9266,2024-02-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.112,False,Night shift startup produced higher than normal vibration floor.
+9267,2024-02-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.559,False,Pressure settled back to nominal after valve reseat.
+9268,2024-02-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.569,False,Shift handoff note referenced unusual noise near press enclosure.
+9269,2024-02-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.188,False,Sensor heartbeat delayed by one interval after gateway retry.
+9270,2024-02-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.506,False,Sensor heartbeat delayed by one interval after gateway retry.
+9271,2024-02-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9272,2024-02-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.964,False,Maintenance crew confirmed lubrication interval was missed.
+9273,2024-02-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.769,False,Shift handoff note referenced unusual noise near press enclosure.
+9274,2024-02-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.946,False,Pressure peak corresponds to oversized billet batch processing.
+9275,2024-02-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.444,False,Pressure settled back to nominal after valve reseat.
+9276,2024-02-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.713,False,Press cycle dwell time lengthened during high-volume batch.
+9277,2024-02-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Pressure peak corresponds to oversized billet batch processing.
+9278,2024-02-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.632,False,Sensor heartbeat delayed by one interval after gateway retry.
+9279,2024-02-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.587,False,Supervisory alert generated after three consecutive threshold breaches.
+9280,2024-02-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.239,False,Maintenance scheduler deferred calibration due to spare shortage.
+9281,2024-02-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.891,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9282,2024-02-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.77,False,Thermal overshoot event coincided with recipe change on furnace.
+9283,2024-02-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.711,False,Dust extraction fan offline for 18 minutes on line finishing.
+9284,2024-02-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.304,False,Quality team requested trace review for lot 24-118B.
+9285,2024-02-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.139,False,Sensor signal clipping observed during startup surge.
+9286,2024-02-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9287,2024-02-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.182,False,Sensor battery health remains nominal after firmware update.
+9288,2024-02-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.132,False,Temperature remained elevated during unscheduled overtime run.
+9289,2024-02-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9290,2024-02-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.377,False,Temperature variance narrowed after coolant nozzle cleaning.
+9291,2024-02-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Short-lived packet loss observed at edge gateway gw-02.
+9292,2024-02-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.724,False,Dust extraction fan offline for 18 minutes on line finishing.
+9293,2024-02-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.679,False,Quality hold reduced finishing booth activity for one shift.
+9294,2024-02-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.834,False,Shift handoff note referenced unusual noise near press enclosure.
+9295,2024-02-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.579,False,Air handler maintenance reduced humidity variance on finishing line.
+9296,2024-02-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.331,False,Warning threshold updated for pilot predictive-maintenance model.
+9297,2024-02-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Calibration check overdue by 11 days for press-line transducer.
+9298,2024-02-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.097,False,Unbalanced load introduced cyclical pressure ripple.
+9299,2024-02-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.805,False,Packaging line stop reduced adjacent vibration background.
+9300,2024-02-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.327,False,Calibration check overdue by 11 days for press-line transducer.
+9301,2024-02-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Air handler maintenance reduced humidity variance on finishing line.
+9302,2024-02-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.093,False,Coolant loop adjustment reduced chamber temperature spread.
+9303,2024-02-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.983,False,Coolant loop adjustment reduced chamber temperature spread.
+9304,2024-02-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.324,False,Machine throughput increase drove sustained pressure uplift.
+9305,2024-02-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.481,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9306,2024-02-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.18,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9307,2024-02-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Temperature variance narrowed after coolant nozzle cleaning.
+9308,2024-02-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.891,False,Reliability engineer tagged sample window for model retraining.
+9309,2024-02-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Supervisory alert generated after three consecutive threshold breaches.
+9310,2024-02-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.237,False,Humidity climbed during dock-door open period in afternoon shift.
+9311,2024-02-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Quality team requested trace review for lot 24-118B.
+9312,2024-02-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.414,False,Machine idle period extended during planned sanitation window.
+9313,2024-02-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.715,False,Packaging line stop reduced adjacent vibration background.
+9314,2024-02-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.993,False,Short-lived packet loss observed at edge gateway gw-02.
+9315,2024-02-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.95,False,Edge collector replayed buffered events after network recovery.
+9316,2024-02-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.431,False,Edge collector replayed buffered events after network recovery.
+9317,2024-02-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Humidity excursion near finishing booth during coating run.
+9318,2024-02-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.332,False,Air handler maintenance reduced humidity variance on finishing line.
+9319,2024-02-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.943,False,Short-lived packet loss observed at edge gateway gw-02.
+9320,2024-02-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.579,False,Temperature remained elevated during unscheduled overtime run.
+9321,2024-02-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Shift handoff note referenced unusual noise near press enclosure.
+9322,2024-02-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.234,False,Reliability engineer tagged sample window for model retraining.
+9323,2024-02-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.968,False,Transient outlier matched forklift impact near cabinet wall.
+9324,2024-02-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.98,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9325,2024-02-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.047,False,Humidity climbed during dock-door open period in afternoon shift.
+9326,2024-02-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.725,False,Coolant loop adjustment reduced chamber temperature spread.
+9327,2024-02-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.152,False,Packaging line stop reduced adjacent vibration background.
+9328,2024-02-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.273,False,Operator reported intermittent chatter on machine CNC-04.
+9329,2024-02-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Packaging line stop reduced adjacent vibration background.
+9330,2024-02-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.927,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9331,2024-02-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.112,False,Packaging line stop reduced adjacent vibration background.
+9332,2024-02-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.05,False,Humidity baseline improved after seal replacement.
+9333,2024-02-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.815,False,Humidity excursion near finishing booth during coating run.
+9334,2024-02-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.352,False,Sensor signal clipping observed during startup surge.
+9335,2024-02-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.34,False,Transient outlier matched forklift impact near cabinet wall.
+9336,2024-02-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.684,False,Air handler maintenance reduced humidity variance on finishing line.
+9337,2024-02-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Pressure line purge completed before restart authorization.
+9338,2024-02-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.982,False,Pressure peak corresponds to oversized billet batch processing.
+9339,2024-02-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.729,False,Warning threshold updated for pilot predictive-maintenance model.
+9340,2024-02-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.143,False,Humidity readings track seasonal rise across late spring.
+9341,2024-02-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.985,False,Quality team requested trace review for lot 24-118B.
+9342,2024-02-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.361,False,Thermal ramp exceeded expected warmup curve before shift start.
+9343,2024-02-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.061,False,Humidity readings track seasonal rise across late spring.
+9344,2024-02-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.463,False,Anomaly review flagged possible bearing wear progression.
+9345,2024-02-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.486,False,Shift handoff note referenced unusual noise near press enclosure.
+9346,2024-02-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.959,False,Supervisory alert generated after three consecutive threshold breaches.
+9347,2024-02-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.754,False,Vibration harmonics broadened during extended production run.
+9348,2024-02-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.037,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9349,2024-02-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.184,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9350,2024-02-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.721,False,Sensor signal clipping observed during startup surge.
+9351,2024-02-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.198,False,Sensor heartbeat delayed by one interval after gateway retry.
+9352,2024-02-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.856,False,Pressure line purge completed before restart authorization.
+9353,2024-02-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Shift handoff note referenced unusual noise near press enclosure.
+9354,2024-02-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.323,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9355,2024-02-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.936,False,Shift handoff note referenced unusual noise near press enclosure.
+9356,2024-02-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.476,False,Thermal overshoot event coincided with recipe change on furnace.
+9357,2024-02-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.166,False,Temporary gateway failover completed without data loss.
+9358,2024-02-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.352,False,Sensor enclosure opened for manual calibration verification.
+9359,2024-02-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9360,2024-02-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.913,False,Thermal ramp exceeded expected warmup curve before shift start.
+9361,2024-02-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9362,2024-02-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.399,False,Humidity climbed during dock-door open period in afternoon shift.
+9363,2024-02-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.424,False,Vibration baseline recovered after tool holder replacement.
+9364,2024-02-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.468,False,Sensor enclosure opened for manual calibration verification.
+9365,2024-02-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.618,False,Machine throughput increase drove sustained pressure uplift.
+9366,2024-02-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.659,False,Edge collector replayed buffered events after network recovery.
+9367,2024-02-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.587,False,Machine throughput increase drove sustained pressure uplift.
+9368,2024-02-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.087,False,SCADA backfill inserted two delayed telemetry points.
+9369,2024-02-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Supervisory alert generated after three consecutive threshold breaches.
+9370,2024-02-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.887,False,Supervisory alert generated after three consecutive threshold breaches.
+9371,2024-02-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.214,False,Quality hold reduced finishing booth activity for one shift.
+9372,2024-02-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.253,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9373,2024-02-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Dust extraction fan offline for 18 minutes on line finishing.
+9374,2024-02-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.549,False,Unbalanced load introduced cyclical pressure ripple.
+9375,2024-02-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.979,False,SCADA backfill inserted two delayed telemetry points.
+9376,2024-02-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.037,False,Supervisory alert generated after three consecutive threshold breaches.
+9377,2024-02-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.681,False,Press cycle dwell time lengthened during high-volume batch.
+9378,2024-02-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.807,False,SCADA backfill inserted two delayed telemetry points.
+9379,2024-02-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.398,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9380,2024-02-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.796,False,Sensor enclosure opened for manual calibration verification.
+9381,2024-02-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.63,False,Supervisory alert generated after three consecutive threshold breaches.
+9382,2024-02-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.31,False,Quality team requested trace review for lot 24-118B.
+9383,2024-02-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Night shift startup produced higher than normal vibration floor.
+9384,2024-02-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.253,False,Sensor signal clipping observed during startup surge.
+9385,2024-02-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Maintenance scheduler deferred calibration due to spare shortage.
+9386,2024-02-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.196,False,Press cycle dwell time lengthened during high-volume batch.
+9387,2024-02-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Operator reported intermittent chatter on machine CNC-04.
+9388,2024-02-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.992,False,Reliability engineer tagged sample window for model retraining.
+9389,2024-02-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Telemetry quality flag downgraded during sensor self-test window.
+9390,2024-02-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.722,False,Pressure settled back to nominal after valve reseat.
+9391,2024-02-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.264,False,Maintenance scheduler deferred calibration due to spare shortage.
+9392,2024-02-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.96,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9393,2024-02-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Edge collector replayed buffered events after network recovery.
+9394,2024-02-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.752,False,Operator reported intermittent chatter on machine CNC-04.
+9395,2024-02-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.239,False,Temperature variance narrowed after coolant nozzle cleaning.
+9396,2024-02-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.558,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9397,2024-02-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.161,False,Coolant loop adjustment reduced chamber temperature spread.
+9398,2024-02-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.311,False,Humidity baseline improved after seal replacement.
+9399,2024-02-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Transient outlier matched forklift impact near cabinet wall.
+9400,2024-02-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.552,False,Coolant loop adjustment reduced chamber temperature spread.
+9401,2024-02-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Pressure settled back to nominal after valve reseat.
+9402,2024-02-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9403,2024-02-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.058,False,Vibration burst exceeds envelope during tool change cycle.
+9404,2024-02-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.679,False,Short-lived packet loss observed at edge gateway gw-02.
+9405,2024-02-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Temperature remained elevated during unscheduled overtime run.
+9406,2024-02-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.521,False,Temperature remained elevated during unscheduled overtime run.
+9407,2024-02-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.764,False,Thermal ramp exceeded expected warmup curve before shift start.
+9408,2024-02-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.787,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9409,2024-02-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.339,False,Unbalanced load introduced cyclical pressure ripple.
+9410,2024-02-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.41,False,Telemetry quality flag downgraded during sensor self-test window.
+9411,2024-02-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.404,False,Coolant loop adjustment reduced chamber temperature spread.
+9412,2024-02-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.095,False,Pressure peak corresponds to oversized billet batch processing.
+9413,2024-02-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Quality team requested trace review for lot 24-118B.
+9414,2024-02-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.228,False,Pressure settled back to nominal after valve reseat.
+9415,2024-02-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.453,False,Anomaly review flagged possible bearing wear progression.
+9416,2024-02-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.583,False,Unbalanced load introduced cyclical pressure ripple.
+9417,2024-02-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Shift handoff note referenced unusual noise near press enclosure.
+9418,2024-02-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.025,False,Coolant loop adjustment reduced chamber temperature spread.
+9419,2024-02-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.818,False,Coolant loop adjustment reduced chamber temperature spread.
+9420,2024-02-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.766,False,Quality hold reduced finishing booth activity for one shift.
+9421,2024-02-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Coolant loop adjustment reduced chamber temperature spread.
+9422,2024-02-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.611,False,Temperature variance narrowed after coolant nozzle cleaning.
+9423,2024-02-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9424,2024-02-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.886,False,Maintenance scheduler deferred calibration due to spare shortage.
+9425,2024-02-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Vibration burst exceeds envelope during tool change cycle.
+9426,2024-02-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.358,False,Short-lived packet loss observed at edge gateway gw-02.
+9427,2024-02-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9428,2024-02-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.06,False,Humidity excursion near finishing booth during coating run.
+9429,2024-02-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Maintenance crew confirmed lubrication interval was missed.
+9430,2024-02-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.433,False,Warning threshold updated for pilot predictive-maintenance model.
+9431,2024-02-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.585,False,Temporary gateway failover completed without data loss.
+9432,2024-02-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.19,False,Warning threshold updated for pilot predictive-maintenance model.
+9433,2024-02-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.619,False,Edge collector replayed buffered events after network recovery.
+9434,2024-02-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.39,False,Thermal ramp exceeded expected warmup curve before shift start.
+9435,2024-02-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.148,False,Humidity baseline improved after seal replacement.
+9436,2024-02-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.068,False,Sensor battery health remains nominal after firmware update.
+9437,2024-02-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.191,False,Press cycle dwell time lengthened during high-volume batch.
+9438,2024-02-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.56,False,Vibration burst exceeds envelope during tool change cycle.
+9439,2024-02-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Dust extraction fan offline for 18 minutes on line finishing.
+9440,2024-02-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.545,False,Packaging line stop reduced adjacent vibration background.
+9441,2024-02-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,Sensor signal clipping observed during startup surge.
+9442,2024-02-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.595,False,Thermal overshoot event coincided with recipe change on furnace.
+9443,2024-02-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.435,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9444,2024-02-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.386,False,Press cycle dwell time lengthened during high-volume batch.
+9445,2024-02-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Telemetry quality flag downgraded during sensor self-test window.
+9446,2024-02-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.6,False,Machine idle period extended during planned sanitation window.
+9447,2024-02-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.998,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9448,2024-02-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.664,False,Air handler maintenance reduced humidity variance on finishing line.
+9449,2024-02-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Vibration harmonics broadened during extended production run.
+9450,2024-02-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.891,False,Temperature variance narrowed after coolant nozzle cleaning.
+9451,2024-02-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.254,False,Quality hold reduced finishing booth activity for one shift.
+9452,2024-02-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.367,False,Sensor heartbeat delayed by one interval after gateway retry.
+9453,2024-02-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Vibration burst exceeds envelope during tool change cycle.
+9454,2024-02-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.792,False,Press cycle dwell time lengthened during high-volume batch.
+9455,2024-02-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Maintenance crew confirmed lubrication interval was missed.
+9456,2024-02-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.985,False,Bearing temperature rising faster than baseline on spindle cell.
+9457,2024-02-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.726,False,Quality team requested trace review for lot 24-118B.
+9458,2024-02-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.51,False,Quality team requested trace review for lot 24-118B.
+9459,2024-02-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.413,False,Humidity baseline improved after seal replacement.
+9460,2024-02-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.769,False,Shift handoff note referenced unusual noise near press enclosure.
+9461,2024-02-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9462,2024-02-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.231,False,Warning threshold updated for pilot predictive-maintenance model.
+9463,2024-02-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.002,False,Sensor enclosure opened for manual calibration verification.
+9464,2024-02-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.891,False,SCADA backfill inserted two delayed telemetry points.
+9465,2024-02-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.968,False,Air handler maintenance reduced humidity variance on finishing line.
+9466,2024-02-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.463,False,Bearing temperature rising faster than baseline on spindle cell.
+9467,2024-02-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.136,False,Edge collector replayed buffered events after network recovery.
+9468,2024-02-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.471,False,Vibration burst exceeds envelope during tool change cycle.
+9469,2024-02-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Hydraulic line pressure oscillation detected under load.
+9470,2024-02-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9471,2024-02-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.234,False,Transient outlier matched forklift impact near cabinet wall.
+9472,2024-02-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.051,False,Quality hold reduced finishing booth activity for one shift.
+9473,2024-02-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.289,False,Dust extraction fan offline for 18 minutes on line finishing.
+9474,2024-02-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.739,False,Quality team requested trace review for lot 24-118B.
+9475,2024-02-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.45,False,Shift handoff note referenced unusual noise near press enclosure.
+9476,2024-02-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.923,False,Sensor battery health remains nominal after firmware update.
+9477,2024-02-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.105,False,Condensation warning cleared after dehumidifier ramp-up.
+9478,2024-02-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.25,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9479,2024-02-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.314,False,Shift handoff note referenced unusual noise near press enclosure.
+9480,2024-02-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.623,False,Vibration burst exceeds envelope during tool change cycle.
+9481,2024-02-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.46,False,Air handler maintenance reduced humidity variance on finishing line.
+9482,2024-02-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.017,False,Air handler maintenance reduced humidity variance on finishing line.
+9483,2024-02-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.966,False,Temperature variance narrowed after coolant nozzle cleaning.
+9484,2024-02-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.705,False,Humidity climbed during dock-door open period in afternoon shift.
+9485,2024-02-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Air handler maintenance reduced humidity variance on finishing line.
+9486,2024-02-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.625,False,Edge collector replayed buffered events after network recovery.
+9487,2024-02-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.945,False,Dust extraction fan offline for 18 minutes on line finishing.
+9488,2024-02-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.374,False,Sensor battery health remains nominal after firmware update.
+9489,2024-02-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.207,False,Anomaly review flagged possible bearing wear progression.
+9490,2024-02-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.12,False,Temperature variance narrowed after coolant nozzle cleaning.
+9491,2024-02-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.796,False,Humidity excursion near finishing booth during coating run.
+9492,2024-02-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.625,False,Air handler maintenance reduced humidity variance on finishing line.
+9493,2024-02-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Telemetry quality flag downgraded during sensor self-test window.
+9494,2024-02-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.576,False,Coolant loop adjustment reduced chamber temperature spread.
+9495,2024-02-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.035,False,Vibration burst exceeds envelope during tool change cycle.
+9496,2024-02-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.197,False,Operator reported intermittent chatter on machine CNC-04.
+9497,2024-02-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.888,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9498,2024-02-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.117,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9499,2024-02-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.248,False,Humidity baseline improved after seal replacement.
+9500,2024-02-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.849,False,Sensor enclosure opened for manual calibration verification.
+9501,2024-02-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Sensor signal clipping observed during startup surge.
+9502,2024-02-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.947,False,Temperature remained elevated during unscheduled overtime run.
+9503,2024-02-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.244,False,Dust extraction fan offline for 18 minutes on line finishing.
+9504,2024-02-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.503,False,Pressure line purge completed before restart authorization.
+9505,2024-02-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.764,False,Supervisory alert generated after three consecutive threshold breaches.
+9506,2024-02-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.467,False,Hydraulic line pressure oscillation detected under load.
+9507,2024-02-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Condensation warning cleared after dehumidifier ramp-up.
+9508,2024-02-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.335,False,Shift handoff note referenced unusual noise near press enclosure.
+9509,2024-02-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Humidity baseline improved after seal replacement.
+9510,2024-02-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.972,False,Dust extraction fan offline for 18 minutes on line finishing.
+9511,2024-02-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.697,False,Machine idle period extended during planned sanitation window.
+9512,2024-02-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.078,False,Telemetry quality flag downgraded during sensor self-test window.
+9513,2024-02-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.297,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9514,2024-02-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.232,False,Night shift startup produced higher than normal vibration floor.
+9515,2024-02-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.467,False,Unbalanced load introduced cyclical pressure ripple.
+9516,2024-02-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.828,False,Condensation warning cleared after dehumidifier ramp-up.
+9517,2024-02-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Humidity excursion near finishing booth during coating run.
+9518,2024-02-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.952,False,Thermal overshoot event coincided with recipe change on furnace.
+9519,2024-02-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.15,False,Maintenance scheduler deferred calibration due to spare shortage.
+9520,2024-02-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.893,False,Condensation warning cleared after dehumidifier ramp-up.
+9521,2024-02-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Transient outlier matched forklift impact near cabinet wall.
+9522,2024-02-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.685,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9523,2024-02-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Unbalanced load introduced cyclical pressure ripple.
+9524,2024-02-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.892,False,Reliability engineer tagged sample window for model retraining.
+9525,2024-02-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.002,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9526,2024-02-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.33,False,Thermal overshoot event coincided with recipe change on furnace.
+9527,2024-02-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Calibration check overdue by 11 days for press-line transducer.
+9528,2024-02-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.855,False,Maintenance scheduler deferred calibration due to spare shortage.
+9529,2024-02-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.207,False,Sensor heartbeat delayed by one interval after gateway retry.
+9530,2024-02-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Thermal ramp exceeded expected warmup curve before shift start.
+9531,2024-02-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Hydraulic line pressure oscillation detected under load.
+9532,2024-02-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.608,False,Transient outlier matched forklift impact near cabinet wall.
+9533,2024-02-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.084,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9534,2024-02-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.791,False,Pressure peak corresponds to oversized billet batch processing.
+9535,2024-02-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Thermal overshoot event coincided with recipe change on furnace.
+9536,2024-02-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.792,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9537,2024-02-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.029,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9538,2024-02-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.883,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9539,2024-02-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Thermal ramp exceeded expected warmup curve before shift start.
+9540,2024-02-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.663,False,Temporary gateway failover completed without data loss.
+9541,2024-02-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.951,False,Edge collector replayed buffered events after network recovery.
+9542,2024-02-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.536,False,Machine idle period extended during planned sanitation window.
+9543,2024-02-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.95,False,Press cycle dwell time lengthened during high-volume batch.
+9544,2024-02-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.09,False,Temperature variance narrowed after coolant nozzle cleaning.
+9545,2024-02-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Pressure settled back to nominal after valve reseat.
+9546,2024-02-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.211,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9547,2024-02-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.668,False,Warning threshold updated for pilot predictive-maintenance model.
+9548,2024-02-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.149,False,Edge collector replayed buffered events after network recovery.
+9549,2024-02-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Transient outlier matched forklift impact near cabinet wall.
+9550,2024-02-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.728,False,Supervisory alert generated after three consecutive threshold breaches.
+9551,2024-02-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.17,False,Operator reset acknowledged after red-tag inspection.
+9552,2024-02-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.939,False,Vibration baseline recovered after tool holder replacement.
+9553,2024-02-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.649,False,Night shift startup produced higher than normal vibration floor.
+9554,2024-02-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.048,False,Humidity baseline improved after seal replacement.
+9555,2024-02-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.521,False,Humidity climbed during dock-door open period in afternoon shift.
+9556,2024-02-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9557,2024-02-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.177,False,Pressure peak corresponds to oversized billet batch processing.
+9558,2024-02-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.614,False,Machine idle period extended during planned sanitation window.
+9559,2024-02-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Quality hold reduced finishing booth activity for one shift.
+9560,2024-02-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.571,False,Coolant loop adjustment reduced chamber temperature spread.
+9561,2024-02-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.089,False,Edge collector replayed buffered events after network recovery.
+9562,2024-02-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,84.144,False,Pressure peak corresponds to oversized billet batch processing.
+9563,2024-02-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.615,False,Sensor enclosure opened for manual calibration verification.
+9564,2024-02-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.895,False,Pressure line purge completed before restart authorization.
+9565,2024-02-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Shift handoff note referenced unusual noise near press enclosure.
+9566,2024-02-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.985,False,Packaging line stop reduced adjacent vibration background.
+9567,2024-02-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.79,False,Press cycle dwell time lengthened during high-volume batch.
+9568,2024-02-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.955,False,Maintenance crew confirmed lubrication interval was missed.
+9569,2024-02-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Condensation warning cleared after dehumidifier ramp-up.
+9570,2024-02-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.04,False,Pressure line purge completed before restart authorization.
+9571,2024-02-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.36,False,Sensor battery health remains nominal after firmware update.
+9572,2024-02-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.917,False,Operator reported intermittent chatter on machine CNC-04.
+9573,2024-02-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Humidity readings track seasonal rise across late spring.
+9574,2024-02-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.768,False,Transient outlier matched forklift impact near cabinet wall.
+9575,2024-02-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Operator reset acknowledged after red-tag inspection.
+9576,2024-02-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.115,False,Supervisory alert generated after three consecutive threshold breaches.
+9577,2024-02-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.092,False,Humidity climbed during dock-door open period in afternoon shift.
+9578,2024-02-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.917,False,Temperature variance narrowed after coolant nozzle cleaning.
+9579,2024-02-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.931,False,Machine idle period extended during planned sanitation window.
+9580,2024-02-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.126,False,Sensor battery health remains nominal after firmware update.
+9581,2024-02-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Temperature variance narrowed after coolant nozzle cleaning.
+9582,2024-02-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.014,False,Press cycle dwell time lengthened during high-volume batch.
+9583,2024-02-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.195,False,Hydraulic line pressure oscillation detected under load.
+9584,2024-02-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.453,False,Shift handoff note referenced unusual noise near press enclosure.
+9585,2024-02-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Short-lived packet loss observed at edge gateway gw-02.
+9586,2024-02-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.098,False,Hydraulic line pressure oscillation detected under load.
+9587,2024-02-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Machine throughput increase drove sustained pressure uplift.
+9588,2024-02-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.112,False,Maintenance crew confirmed lubrication interval was missed.
+9589,2024-02-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.259,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9590,2024-02-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.315,False,Vibration harmonics broadened during extended production run.
+9591,2024-02-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9592,2024-02-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.286,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9593,2024-02-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Press cycle dwell time lengthened during high-volume batch.
+9594,2024-02-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.634,False,Maintenance scheduler deferred calibration due to spare shortage.
+9595,2024-02-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.943,False,Operator reported intermittent chatter on machine CNC-04.
+9596,2024-02-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.555,False,Pressure peak corresponds to oversized billet batch processing.
+9597,2024-02-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Bearing temperature rising faster than baseline on spindle cell.
+9598,2024-02-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.404,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9599,2024-02-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.097,False,Coolant loop adjustment reduced chamber temperature spread.
+9600,2024-02-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9601,2024-02-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.137,False,Machine idle period extended during planned sanitation window.
+9602,2024-02-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.796,False,Machine throughput increase drove sustained pressure uplift.
+9603,2024-02-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.526,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9604,2024-02-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.546,False,Sensor signal clipping observed during startup surge.
+9605,2024-02-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Humidity baseline improved after seal replacement.
+9606,2024-02-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.581,False,Hydraulic line pressure oscillation detected under load.
+9607,2024-02-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.739,False,Supervisory alert generated after three consecutive threshold breaches.
+9608,2024-02-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.205,False,Sensor battery health remains nominal after firmware update.
+9609,2024-02-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.428,False,Maintenance note logged for coupling imbalance inspection.
+9610,2024-02-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.553,False,Maintenance crew confirmed lubrication interval was missed.
+9611,2024-02-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.949,False,Shift handoff note referenced unusual noise near press enclosure.
+9612,2024-02-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.931,False,Press cycle dwell time lengthened during high-volume batch.
+9613,2024-02-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Sensor signal clipping observed during startup surge.
+9614,2024-02-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.147,False,Anomaly review flagged possible bearing wear progression.
+9615,2024-02-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.421,False,Air handler maintenance reduced humidity variance on finishing line.
+9616,2024-02-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.98,False,Vibration harmonics broadened during extended production run.
+9617,2024-02-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Packaging line stop reduced adjacent vibration background.
+9618,2024-02-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.71,False,Machine idle period extended during planned sanitation window.
+9619,2024-02-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9620,2024-02-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.183,False,Vibration harmonics broadened during extended production run.
+9621,2024-02-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.303,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9622,2024-02-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Edge collector replayed buffered events after network recovery.
+9623,2024-02-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.822,False,Sensor signal clipping observed during startup surge.
+9624,2024-02-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.625,False,Edge collector replayed buffered events after network recovery.
+9625,2024-02-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9626,2024-02-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.094,False,Sensor heartbeat delayed by one interval after gateway retry.
+9627,2024-02-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Temporary gateway failover completed without data loss.
+9628,2024-02-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.302,False,Shift handoff note referenced unusual noise near press enclosure.
+9629,2024-02-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.905,False,Quality hold reduced finishing booth activity for one shift.
+9630,2024-02-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.594,False,Thermal ramp exceeded expected warmup curve before shift start.
+9631,2024-02-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.617,False,Quality hold reduced finishing booth activity for one shift.
+9632,2024-02-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.284,False,Vibration harmonics broadened during extended production run.
+9633,2024-02-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Calibration check overdue by 11 days for press-line transducer.
+9634,2024-02-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.504,False,Temporary gateway failover completed without data loss.
+9635,2024-02-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.086,False,Sensor heartbeat delayed by one interval after gateway retry.
+9636,2024-02-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.071,False,Humidity baseline improved after seal replacement.
+9637,2024-02-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.183,False,Quality hold reduced finishing booth activity for one shift.
+9638,2024-02-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.533,False,Sensor enclosure opened for manual calibration verification.
+9639,2024-02-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.033,False,Transient outlier matched forklift impact near cabinet wall.
+9640,2024-02-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.577,False,Unbalanced load introduced cyclical pressure ripple.
+9641,2024-02-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.047,False,Humidity excursion near finishing booth during coating run.
+9642,2024-02-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.342,False,Humidity climbed during dock-door open period in afternoon shift.
+9643,2024-02-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Maintenance scheduler deferred calibration due to spare shortage.
+9644,2024-02-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.146,False,Humidity climbed during dock-door open period in afternoon shift.
+9645,2024-02-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.873,False,Humidity excursion near finishing booth during coating run.
+9646,2024-02-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.89,False,Packaging line stop reduced adjacent vibration background.
+9647,2024-02-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Temperature remained elevated during unscheduled overtime run.
+9648,2024-02-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.366,False,Coolant loop adjustment reduced chamber temperature spread.
+9649,2024-02-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Vibration burst exceeds envelope during tool change cycle.
+9650,2024-02-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.816,False,Maintenance scheduler deferred calibration due to spare shortage.
+9651,2024-02-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Thermal overshoot event coincided with recipe change on furnace.
+9652,2024-02-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.331,False,Dust extraction fan offline for 18 minutes on line finishing.
+9653,2024-02-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Reliability engineer tagged sample window for model retraining.
+9654,2024-02-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.213,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9655,2024-02-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.921,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9656,2024-02-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.967,False,Humidity climbed during dock-door open period in afternoon shift.
+9657,2024-02-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Humidity readings track seasonal rise across late spring.
+9658,2024-02-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.463,False,Vibration baseline recovered after tool holder replacement.
+9659,2024-02-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.563,False,Hydraulic line pressure oscillation detected under load.
+9660,2024-02-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.159,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9661,2024-02-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.715,False,Machine throughput increase drove sustained pressure uplift.
+9662,2024-02-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.021,False,Pressure peak corresponds to oversized billet batch processing.
+9663,2024-02-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.798,False,Machine idle period extended during planned sanitation window.
+9664,2024-02-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.88,False,Temporary gateway failover completed without data loss.
+9665,2024-02-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Unbalanced load introduced cyclical pressure ripple.
+9666,2024-02-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.741,False,Edge collector replayed buffered events after network recovery.
+9667,2024-02-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.716,False,Vibration baseline recovered after tool holder replacement.
+9668,2024-02-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,47.54,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9669,2024-02-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.113,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9670,2024-02-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.836,False,Thermal overshoot event coincided with recipe change on furnace.
+9671,2024-02-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.734,False,Coolant loop adjustment reduced chamber temperature spread.
+9672,2024-02-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9673,2024-02-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.46,False,Sensor heartbeat delayed by one interval after gateway retry.
+9674,2024-02-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.053,False,Quality hold reduced finishing booth activity for one shift.
+9675,2024-02-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Bearing temperature rising faster than baseline on spindle cell.
+9676,2024-02-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.269,False,Unbalanced load introduced cyclical pressure ripple.
+9677,2024-02-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.343,False,Quality team requested trace review for lot 24-118B.
+9678,2024-02-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.889,False,Maintenance note logged for coupling imbalance inspection.
+9679,2024-02-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Telemetry quality flag downgraded during sensor self-test window.
+9680,2024-02-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.526,False,Condensation warning cleared after dehumidifier ramp-up.
+9681,2024-02-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.659,False,Vibration baseline recovered after tool holder replacement.
+9682,2024-02-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.443,False,Dust extraction fan offline for 18 minutes on line finishing.
+9683,2024-02-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.288,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9684,2024-02-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.502,False,Packaging line stop reduced adjacent vibration background.
+9685,2024-02-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Hydraulic line pressure oscillation detected under load.
+9686,2024-02-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.258,False,Short-lived packet loss observed at edge gateway gw-02.
+9687,2024-02-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.327,False,Machine idle period extended during planned sanitation window.
+9688,2024-02-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.097,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9689,2024-02-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Humidity excursion near finishing booth during coating run.
+9690,2024-02-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.78,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9691,2024-02-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.902,False,Condensation warning cleared after dehumidifier ramp-up.
+9692,2024-02-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.265,False,Calibration check overdue by 11 days for press-line transducer.
+9693,2024-02-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Quality team requested trace review for lot 24-118B.
+9694,2024-02-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.298,False,Coolant loop adjustment reduced chamber temperature spread.
+9695,2024-02-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.696,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9696,2024-02-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.414,False,Vibration harmonics broadened during extended production run.
+9697,2024-02-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.609,False,Press cycle dwell time lengthened during high-volume batch.
+9698,2024-02-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.033,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9699,2024-02-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Pressure settled back to nominal after valve reseat.
+9700,2024-02-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.74,False,Humidity excursion near finishing booth during coating run.
+9701,2024-02-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Telemetry quality flag downgraded during sensor self-test window.
+9702,2024-02-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.367,False,Packaging line stop reduced adjacent vibration background.
+9703,2024-02-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.038,False,Sensor signal clipping observed during startup surge.
+9704,2024-02-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.911,False,Thermal ramp exceeded expected warmup curve before shift start.
+9705,2024-02-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Pressure peak corresponds to oversized billet batch processing.
+9706,2024-02-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.055,False,Night shift startup produced higher than normal vibration floor.
+9707,2024-02-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.487,False,Pressure peak corresponds to oversized billet batch processing.
+9708,2024-02-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.877,False,Humidity readings track seasonal rise across late spring.
+9709,2024-02-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Bearing temperature rising faster than baseline on spindle cell.
+9710,2024-02-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.241,False,Quality hold reduced finishing booth activity for one shift.
+9711,2024-02-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.237,False,Anomaly review flagged possible bearing wear progression.
+9712,2024-02-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.602,False,Unbalanced load introduced cyclical pressure ripple.
+9713,2024-02-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.193,False,Supervisory alert generated after three consecutive threshold breaches.
+9714,2024-02-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.833,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9715,2024-02-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.597,False,Humidity excursion near finishing booth during coating run.
+9716,2024-02-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.188,False,Bearing temperature rising faster than baseline on spindle cell.
+9717,2024-02-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.0,False,Operator reset acknowledged after red-tag inspection.
+9718,2024-02-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.469,False,Machine idle period extended during planned sanitation window.
+9719,2024-02-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Humidity climbed during dock-door open period in afternoon shift.
+9720,2024-02-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.223,False,Temperature remained elevated during unscheduled overtime run.
+9721,2024-02-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.819,False,Calibration check overdue by 11 days for press-line transducer.
+9722,2024-02-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.938,False,Short-lived packet loss observed at edge gateway gw-02.
+9723,2024-02-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.812,False,Short-lived packet loss observed at edge gateway gw-02.
+9724,2024-02-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.101,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9725,2024-02-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Operator reset acknowledged after red-tag inspection.
+9726,2024-02-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.903,False,Thermal overshoot event coincided with recipe change on furnace.
+9727,2024-02-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.108,False,Machine idle period extended during planned sanitation window.
+9728,2024-02-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.546,False,Temperature variance narrowed after coolant nozzle cleaning.
+9729,2024-02-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.87,False,Sensor signal clipping observed during startup surge.
+9730,2024-02-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.369,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9731,2024-02-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9732,2024-02-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.363,False,Supervisory alert generated after three consecutive threshold breaches.
+9733,2024-02-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.203,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9734,2024-02-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.721,False,Operator reported intermittent chatter on machine CNC-04.
+9735,2024-02-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.329,False,Machine idle period extended during planned sanitation window.
+9736,2024-02-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.109,False,Humidity baseline improved after seal replacement.
+9737,2024-02-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.96,False,Temperature variance narrowed after coolant nozzle cleaning.
+9738,2024-02-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.778,False,Machine idle period extended during planned sanitation window.
+9739,2024-02-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9740,2024-02-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.538,False,Bearing temperature rising faster than baseline on spindle cell.
+9741,2024-02-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.093,False,Coolant loop adjustment reduced chamber temperature spread.
+9742,2024-02-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.547,False,Short-lived packet loss observed at edge gateway gw-02.
+9743,2024-02-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Machine throughput increase drove sustained pressure uplift.
+9744,2024-02-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.68,False,Operator reset acknowledged after red-tag inspection.
+9745,2024-02-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Humidity readings track seasonal rise across late spring.
+9746,2024-02-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.167,False,Vibration harmonics broadened during extended production run.
+9747,2024-02-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.941,False,Night shift startup produced higher than normal vibration floor.
+9748,2024-02-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.415,False,Vibration burst exceeds envelope during tool change cycle.
+9749,2024-02-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.772,False,SCADA backfill inserted two delayed telemetry points.
+9750,2024-02-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.545,False,Vibration burst exceeds envelope during tool change cycle.
+9751,2024-02-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.833,False,Condensation warning cleared after dehumidifier ramp-up.
+9752,2024-02-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.546,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9753,2024-02-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.423,False,Humidity readings track seasonal rise across late spring.
+9754,2024-02-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.739,False,Humidity readings track seasonal rise across late spring.
+9755,2024-02-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.685,False,Condensation warning cleared after dehumidifier ramp-up.
+9756,2024-02-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.716,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9757,2024-02-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.211,False,Transient outlier matched forklift impact near cabinet wall.
+9758,2024-02-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.868,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9759,2024-02-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.041,False,Shift handoff note referenced unusual noise near press enclosure.
+9760,2024-02-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.141,False,Maintenance note logged for coupling imbalance inspection.
+9761,2024-02-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.82,False,Pressure line purge completed before restart authorization.
+9762,2024-02-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.822,False,Humidity excursion near finishing booth during coating run.
+9763,2024-02-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Maintenance note logged for coupling imbalance inspection.
+9764,2024-02-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.114,False,Maintenance scheduler deferred calibration due to spare shortage.
+9765,2024-02-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Machine throughput increase drove sustained pressure uplift.
+9766,2024-02-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.572,False,Thermal overshoot event coincided with recipe change on furnace.
+9767,2024-02-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.79,False,Thermal ramp exceeded expected warmup curve before shift start.
+9768,2024-02-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.606,False,Operator reported intermittent chatter on machine CNC-04.
+9769,2024-02-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.917,False,Quality team requested trace review for lot 24-118B.
+9770,2024-02-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.102,False,Transient outlier matched forklift impact near cabinet wall.
+9771,2024-02-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Pressure line purge completed before restart authorization.
+9772,2024-02-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.438,False,Calibration check overdue by 11 days for press-line transducer.
+9773,2024-02-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.938,False,Humidity readings track seasonal rise across late spring.
+9774,2024-02-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.605,False,Maintenance note logged for coupling imbalance inspection.
+9775,2024-02-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.133,False,Quality team requested trace review for lot 24-118B.
+9776,2024-02-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.663,False,Edge collector replayed buffered events after network recovery.
+9777,2024-02-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Sensor signal clipping observed during startup surge.
+9778,2024-02-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.785,False,Humidity readings track seasonal rise across late spring.
+9779,2024-02-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Maintenance scheduler deferred calibration due to spare shortage.
+9780,2024-02-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.498,False,Condensation warning cleared after dehumidifier ramp-up.
+9781,2024-02-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.593,False,Unbalanced load introduced cyclical pressure ripple.
+9782,2024-02-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.235,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9783,2024-02-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.672,False,Temperature remained elevated during unscheduled overtime run.
+9784,2024-02-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Reliability engineer tagged sample window for model retraining.
+9785,2024-02-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.669,False,Humidity climbed during dock-door open period in afternoon shift.
+9786,2024-02-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.716,False,Sensor signal clipping observed during startup surge.
+9787,2024-02-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.337,False,Warning threshold updated for pilot predictive-maintenance model.
+9788,2024-02-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.304,False,Dust extraction fan offline for 18 minutes on line finishing.
+9789,2024-02-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.313,False,Maintenance note logged for coupling imbalance inspection.
+9790,2024-02-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.477,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9791,2024-02-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Thermal ramp exceeded expected warmup curve before shift start.
+9792,2024-02-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.755,False,Unbalanced load introduced cyclical pressure ripple.
+9793,2024-02-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Calibration check overdue by 11 days for press-line transducer.
+9794,2024-02-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.795,False,Condensation warning cleared after dehumidifier ramp-up.
+9795,2024-02-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.907,False,Operator reported intermittent chatter on machine CNC-04.
+9796,2024-02-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.105,False,Temporary gateway failover completed without data loss.
+9797,2024-02-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.059,False,Operator reported intermittent chatter on machine CNC-04.
+9798,2024-02-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.29,False,Press cycle dwell time lengthened during high-volume batch.
+9799,2024-02-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.144,False,Coolant loop adjustment reduced chamber temperature spread.
+9800,2024-02-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.813,False,Reliability engineer tagged sample window for model retraining.
+9801,2024-02-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Pressure line purge completed before restart authorization.
+9802,2024-02-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.583,False,Machine throughput increase drove sustained pressure uplift.
+9803,2024-02-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.255,False,Warning threshold updated for pilot predictive-maintenance model.
+9804,2024-02-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.471,False,Sensor signal clipping observed during startup surge.
+9805,2024-02-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.642,False,Sensor enclosure opened for manual calibration verification.
+9806,2024-02-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.673,False,Hydraulic line pressure oscillation detected under load.
+9807,2024-02-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.128,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9808,2024-02-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.442,False,Pressure line purge completed before restart authorization.
+9809,2024-02-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.393,False,Quality team requested trace review for lot 24-118B.
+9810,2024-02-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.339,False,Sensor signal clipping observed during startup surge.
+9811,2024-02-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.876,False,Warning threshold updated for pilot predictive-maintenance model.
+9812,2024-02-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.756,False,Humidity climbed during dock-door open period in afternoon shift.
+9813,2024-02-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Maintenance crew confirmed lubrication interval was missed.
+9814,2024-02-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.534,False,Sensor enclosure opened for manual calibration verification.
+9815,2024-02-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.887,False,Warning threshold updated for pilot predictive-maintenance model.
+9816,2024-02-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.836,False,Machine idle period extended during planned sanitation window.
+9817,2024-02-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.757,False,Machine throughput increase drove sustained pressure uplift.
+9818,2024-02-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.879,False,Bearing temperature rising faster than baseline on spindle cell.
+9819,2024-02-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Sensor heartbeat delayed by one interval after gateway retry.
+9820,2024-02-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.579,False,Humidity climbed during dock-door open period in afternoon shift.
+9821,2024-02-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Pressure peak corresponds to oversized billet batch processing.
+9822,2024-02-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.179,False,Humidity excursion near finishing booth during coating run.
+9823,2024-02-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.847,False,Sensor enclosure opened for manual calibration verification.
+9824,2024-02-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.555,False,Pressure line purge completed before restart authorization.
+9825,2024-02-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,SCADA backfill inserted two delayed telemetry points.
+9826,2024-02-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9827,2024-02-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.86,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9828,2024-02-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.834,False,Humidity baseline improved after seal replacement.
+9829,2024-02-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Edge collector replayed buffered events after network recovery.
+9830,2024-02-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.707,False,Press cycle dwell time lengthened during high-volume batch.
+9831,2024-02-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.411,False,Coolant loop adjustment reduced chamber temperature spread.
+9832,2024-02-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.254,False,Sensor heartbeat delayed by one interval after gateway retry.
+9833,2024-02-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9834,2024-02-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.879,False,Transient outlier matched forklift impact near cabinet wall.
+9835,2024-02-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.693,False,SCADA backfill inserted two delayed telemetry points.
+9836,2024-02-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.581,False,Humidity readings track seasonal rise across late spring.
+9837,2024-02-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Humidity excursion near finishing booth during coating run.
+9838,2024-02-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.778,False,Calibration check overdue by 11 days for press-line transducer.
+9839,2024-02-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.095,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9840,2024-02-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.89,False,Maintenance note logged for coupling imbalance inspection.
+9841,2024-02-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Humidity excursion near finishing booth during coating run.
+9842,2024-02-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.191,False,Press cycle dwell time lengthened during high-volume batch.
+9843,2024-02-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.769,False,Anomaly review flagged possible bearing wear progression.
+9844,2024-02-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.21,False,SCADA backfill inserted two delayed telemetry points.
+9845,2024-02-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.934,False,Warning threshold updated for pilot predictive-maintenance model.
+9846,2024-02-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.326,False,Night shift startup produced higher than normal vibration floor.
+9847,2024-02-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Thermal overshoot event coincided with recipe change on furnace.
+9848,2024-02-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.249,False,Pressure settled back to nominal after valve reseat.
+9849,2024-02-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.908,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9850,2024-02-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.782,False,Temperature variance narrowed after coolant nozzle cleaning.
+9851,2024-02-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Sensor signal clipping observed during startup surge.
+9852,2024-02-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.902,False,Coolant loop adjustment reduced chamber temperature spread.
+9853,2024-02-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Hydraulic line pressure oscillation detected under load.
+9854,2024-02-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.721,False,Hydraulic line pressure oscillation detected under load.
+9855,2024-02-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Machine idle period extended during planned sanitation window.
+9856,2024-02-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.51,False,Transient outlier matched forklift impact near cabinet wall.
+9857,2024-02-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Condensation warning cleared after dehumidifier ramp-up.
+9858,2024-02-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.098,False,Thermal ramp exceeded expected warmup curve before shift start.
+9859,2024-02-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9860,2024-02-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.097,False,Press cycle dwell time lengthened during high-volume batch.
+9861,2024-02-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Pressure line purge completed before restart authorization.
+9862,2024-02-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.086,False,Humidity climbed during dock-door open period in afternoon shift.
+9863,2024-02-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.025,False,Transient outlier matched forklift impact near cabinet wall.
+9864,2024-02-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.038,False,Vibration burst exceeds envelope during tool change cycle.
+9865,2024-02-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.412,False,Humidity excursion near finishing booth during coating run.
+9866,2024-02-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.959,False,Supervisory alert generated after three consecutive threshold breaches.
+9867,2024-02-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Pressure peak corresponds to oversized billet batch processing.
+9868,2024-02-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.923,False,Vibration harmonics broadened during extended production run.
+9869,2024-02-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.885,False,Calibration check overdue by 11 days for press-line transducer.
+9870,2024-02-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.169,False,Anomaly review flagged possible bearing wear progression.
+9871,2024-02-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.574,False,Vibration burst exceeds envelope during tool change cycle.
+9872,2024-02-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.606,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9873,2024-02-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
+9874,2024-02-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.712,False,Hydraulic line pressure oscillation detected under load.
+9875,2024-02-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.453,False,Telemetry quality flag downgraded during sensor self-test window.
+9876,2024-02-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.695,False,Temperature remained elevated during unscheduled overtime run.
+9877,2024-02-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Temperature remained elevated during unscheduled overtime run.
+9878,2024-02-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.719,False,Vibration harmonics broadened during extended production run.
+9879,2024-02-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.4,False,Press cycle dwell time lengthened during high-volume batch.
+9880,2024-02-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.378,False,Pressure peak corresponds to oversized billet batch processing.
+9881,2024-02-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Supervisory alert generated after three consecutive threshold breaches.
+9882,2024-02-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Short-lived packet loss observed at edge gateway gw-02.
+9883,2024-02-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.053,False,Sensor signal clipping observed during startup surge.
+9884,2024-02-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.443,False,Bearing temperature rising faster than baseline on spindle cell.
+9885,2024-02-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9886,2024-02-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.279,False,Humidity excursion near finishing booth during coating run.
+9887,2024-02-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.67,False,Condensation warning cleared after dehumidifier ramp-up.
+9888,2024-02-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.717,False,Pressure settled back to nominal after valve reseat.
+9889,2024-02-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.16,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9890,2024-02-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.21,False,Edge collector replayed buffered events after network recovery.
+9891,2024-02-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.025,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9892,2024-02-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.14,False,Packaging line stop reduced adjacent vibration background.
+9893,2024-02-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.771,False,Pressure line purge completed before restart authorization.
+9894,2024-02-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.849,False,Night shift startup produced higher than normal vibration floor.
+9895,2024-02-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9896,2024-02-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.292,False,Pressure line purge completed before restart authorization.
+9897,2024-02-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.131,False,Warning threshold updated for pilot predictive-maintenance model.
+9898,2024-02-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.516,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9899,2024-02-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,Operator reset acknowledged after red-tag inspection.
+9900,2024-02-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.181,False,Humidity readings track seasonal rise across late spring.
+9901,2024-02-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.331,False,Hydraulic line pressure oscillation detected under load.
+9902,2024-02-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.279,False,Press cycle dwell time lengthened during high-volume batch.
+9903,2024-02-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.193,False,Pressure line purge completed before restart authorization.
+9904,2024-02-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.872,False,SCADA backfill inserted two delayed telemetry points.
+9905,2024-02-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.232,False,Pressure settled back to nominal after valve reseat.
+9906,2024-02-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.875,False,Warning threshold updated for pilot predictive-maintenance model.
+9907,2024-02-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Reliability engineer tagged sample window for model retraining.
+9908,2024-02-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.831,False,Vibration harmonics broadened during extended production run.
+9909,2024-02-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Reliability engineer tagged sample window for model retraining.
+9910,2024-02-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.259,False,Short-lived packet loss observed at edge gateway gw-02.
+9911,2024-02-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Coolant loop adjustment reduced chamber temperature spread.
+9912,2024-02-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.709,False,Reliability engineer tagged sample window for model retraining.
+9913,2024-02-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.46,False,Press cycle dwell time lengthened during high-volume batch.
+9914,2024-02-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.006,False,Condensation warning cleared after dehumidifier ramp-up.
+9915,2024-02-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.357,False,Maintenance scheduler deferred calibration due to spare shortage.
+9916,2024-02-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.622,False,Coolant loop adjustment reduced chamber temperature spread.
+9917,2024-02-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Quality hold reduced finishing booth activity for one shift.
+9918,2024-02-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.374,False,Maintenance note logged for coupling imbalance inspection.
+9919,2024-02-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.536,False,Shift handoff note referenced unusual noise near press enclosure.
+9920,2024-02-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Shift handoff note referenced unusual noise near press enclosure.
+9921,2024-02-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Temporary gateway failover completed without data loss.
+9922,2024-02-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.896,False,Thermal ramp exceeded expected warmup curve before shift start.
+9923,2024-02-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.554,False,Operator reset acknowledged after red-tag inspection.
+9924,2024-02-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.435,False,SCADA backfill inserted two delayed telemetry points.
+9925,2024-02-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Maintenance scheduler deferred calibration due to spare shortage.
+9926,2024-02-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.209,False,Sensor battery health remains nominal after firmware update.
+9927,2024-02-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.316,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9928,2024-02-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.507,False,Bearing temperature rising faster than baseline on spindle cell.
+9929,2024-02-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Operator reported intermittent chatter on machine CNC-04.
+9930,2024-02-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.047,False,Sensor enclosure opened for manual calibration verification.
+9931,2024-02-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.727,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9932,2024-02-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.968,False,Coolant loop adjustment reduced chamber temperature spread.
+9933,2024-02-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.362,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9934,2024-02-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.607,False,Humidity climbed during dock-door open period in afternoon shift.
+9935,2024-02-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.23,False,Temporary gateway failover completed without data loss.
+9936,2024-02-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.784,False,Operator reported intermittent chatter on machine CNC-04.
+9937,2024-02-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.388,False,Maintenance crew confirmed lubrication interval was missed.
+9938,2024-02-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.596,False,Ambient temperature stabilized after HVAC stage-two engagement.
+9939,2024-02-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.416,False,Supervisory alert generated after three consecutive threshold breaches.
+9940,2024-02-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.235,False,Operator reported intermittent chatter on machine CNC-04.
+9941,2024-02-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+9942,2024-02-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.102,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9943,2024-02-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.681,False,Supervisory alert generated after three consecutive threshold breaches.
+9944,2024-02-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.751,False,Machine idle period extended during planned sanitation window.
+9945,2024-02-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.049,False,Temporary gateway failover completed without data loss.
+9946,2024-02-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.01,False,Operator reported intermittent chatter on machine CNC-04.
+9947,2024-02-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.688,False,Reliability engineer tagged sample window for model retraining.
+9948,2024-02-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.379,False,Maintenance crew confirmed lubrication interval was missed.
+9949,2024-02-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,Maintenance note logged for coupling imbalance inspection.
+9950,2024-02-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.197,False,Maintenance note logged for coupling imbalance inspection.
+9951,2024-02-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Telemetry quality flag downgraded during sensor self-test window.
+9952,2024-02-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.302,False,Vibration burst exceeds envelope during tool change cycle.
+9953,2024-02-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.519,False,Sensor signal clipping observed during startup surge.
+9954,2024-02-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.296,False,Operator reset acknowledged after red-tag inspection.
+9955,2024-02-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Vibration harmonics broadened during extended production run.
+9956,2024-02-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.652,False,Sensor heartbeat delayed by one interval after gateway retry.
+9957,2024-02-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.8,False,Temperature variance narrowed after coolant nozzle cleaning.
+9958,2024-02-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.37,False,Maintenance scheduler deferred calibration due to spare shortage.
+9959,2024-02-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.61,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9960,2024-02-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.754,False,Thermal ramp exceeded expected warmup curve before shift start.
+9961,2024-02-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.344,False,Shift handoff note referenced unusual noise near press enclosure.
+9962,2024-02-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.244,False,Telemetry quality flag downgraded during sensor self-test window.
+9963,2024-02-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Maintenance note logged for coupling imbalance inspection.
+9964,2024-02-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.905,False,Supervisory alert generated after three consecutive threshold breaches.
+9965,2024-02-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.586,False,Humidity baseline improved after seal replacement.
+9966,2024-02-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.48,False,Transient outlier matched forklift impact near cabinet wall.
+9967,2024-02-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.334,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9968,2024-02-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.834,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9969,2024-02-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Maintenance note logged for coupling imbalance inspection.
+9970,2024-02-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.81,False,Hydraulic line pressure oscillation detected under load.
+9971,2024-02-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.7,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9972,2024-02-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.588,False,Sensor 3 drift suspected after cross-check with manual gauge.
+9973,2024-02-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.565,False,Maintenance scheduler deferred calibration due to spare shortage.
+9974,2024-02-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.43,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9975,2024-02-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.978,False,Heat-treat furnace door cycling increased localized temperature spikes.
+9976,2024-02-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.634,False,Maintenance crew confirmed lubrication interval was missed.
+9977,2024-02-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.334,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+9978,2024-02-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.995,False,Machine throughput increase drove sustained pressure uplift.
+9979,2024-02-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.869,False,Pressure peak corresponds to oversized billet batch processing.
+9980,2024-02-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.086,False,Calibration check overdue by 11 days for press-line transducer.
+9981,2024-02-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Transient outlier matched forklift impact near cabinet wall.
+9982,2024-02-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.423,False,Operator reported intermittent chatter on machine CNC-04.
+9983,2024-02-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.783,False,Bearing temperature rising faster than baseline on spindle cell.
+9984,2024-02-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.742,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9985,2024-02-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.994,False,Packaging line stop reduced adjacent vibration background.
+9986,2024-02-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.853,False,Vibration baseline recovered after tool holder replacement.
+9987,2024-02-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.393,False,Compressed air fluctuation introduced pressure noise for two cycles.
+9988,2024-02-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.311,False,Unbalanced load introduced cyclical pressure ripple.
+9989,2024-02-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.786,False,Thermal ramp exceeded expected warmup curve before shift start.
+9990,2024-02-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.255,False,Sensor enclosure opened for manual calibration verification.
+9991,2024-02-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.879,False,Operator reset acknowledged after red-tag inspection.
+9992,2024-02-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.707,False,Quality hold reduced finishing booth activity for one shift.
+9993,2024-02-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.193,False,Operator reset acknowledged after red-tag inspection.
+9994,2024-02-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.476,False,Press cycle dwell time lengthened during high-volume batch.
+9995,2024-02-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Dust extraction fan offline for 18 minutes on line finishing.
+9996,2024-02-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.064,False,Sensor signal clipping observed during startup surge.
+9997,2024-02-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.458,False,Hydraulic line pressure oscillation detected under load.
+9998,2024-02-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.57,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+9999,2024-02-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Temperature remained elevated during unscheduled overtime run.
+10000,2024-02-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.398,False,Humidity baseline improved after seal replacement.
+10001,2024-02-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.512,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10002,2024-02-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.916,False,Temporary gateway failover completed without data loss.
+10003,2024-02-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Temperature remained elevated during unscheduled overtime run.
+10004,2024-02-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.423,False,Maintenance crew confirmed lubrication interval was missed.
+10005,2024-02-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.636,False,Coolant loop adjustment reduced chamber temperature spread.
+10006,2024-02-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.062,False,Maintenance scheduler deferred calibration due to spare shortage.
+10007,2024-02-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.312,False,Bearing temperature rising faster than baseline on spindle cell.
+10008,2024-02-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.97,False,Edge collector replayed buffered events after network recovery.
+10009,2024-02-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.173,False,Night shift startup produced higher than normal vibration floor.
+10010,2024-02-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.454,False,Sensor battery health remains nominal after firmware update.
+10011,2024-02-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.698,False,Quality team requested trace review for lot 24-118B.
+10012,2024-02-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.726,False,Air handler maintenance reduced humidity variance on finishing line.
+10013,2024-02-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Thermal ramp exceeded expected warmup curve before shift start.
+10014,2024-02-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.532,False,Shift handoff note referenced unusual noise near press enclosure.
+10015,2024-02-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.576,False,Humidity baseline improved after seal replacement.
+10016,2024-02-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.769,False,Edge collector replayed buffered events after network recovery.
+10017,2024-02-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.816,False,Quality hold reduced finishing booth activity for one shift.
+10018,2024-02-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.577,False,Sensor enclosure opened for manual calibration verification.
+10019,2024-02-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.137,False,Machine idle period extended during planned sanitation window.
+10020,2024-02-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.648,False,Sensor signal clipping observed during startup surge.
+10021,2024-02-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.555,False,Machine throughput increase drove sustained pressure uplift.
+10022,2024-02-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.303,False,Night shift startup produced higher than normal vibration floor.
+10023,2024-02-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.304,False,Sensor battery health remains nominal after firmware update.
+10024,2024-02-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.15,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10025,2024-02-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.515,False,Sensor battery health remains nominal after firmware update.
+10026,2024-02-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.271,False,Transient outlier matched forklift impact near cabinet wall.
+10027,2024-02-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.897,False,Operator reported intermittent chatter on machine CNC-04.
+10028,2024-02-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.563,False,Supervisory alert generated after three consecutive threshold breaches.
+10029,2024-02-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Unbalanced load introduced cyclical pressure ripple.
+10030,2024-02-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.225,False,Thermal ramp exceeded expected warmup curve before shift start.
+10031,2024-02-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Machine throughput increase drove sustained pressure uplift.
+10032,2024-02-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.896,False,Humidity climbed during dock-door open period in afternoon shift.
+10033,2024-02-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.62,False,Quality hold reduced finishing booth activity for one shift.
+10034,2024-02-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.622,False,Thermal ramp exceeded expected warmup curve before shift start.
+10035,2024-02-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.604,False,Calibration check overdue by 11 days for press-line transducer.
+10036,2024-02-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.871,False,Pressure line purge completed before restart authorization.
+10037,2024-02-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.461,False,Operator reported intermittent chatter on machine CNC-04.
+10038,2024-02-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.796,False,Machine throughput increase drove sustained pressure uplift.
+10039,2024-02-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.882,False,Condensation warning cleared after dehumidifier ramp-up.
+10040,2024-02-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.273,False,Quality team requested trace review for lot 24-118B.
+10041,2024-02-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.471,False,Coolant loop adjustment reduced chamber temperature spread.
+10042,2024-02-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.405,False,Pressure peak corresponds to oversized billet batch processing.
+10043,2024-02-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.15,False,Quality team requested trace review for lot 24-118B.
+10044,2024-02-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.999,False,Anomaly review flagged possible bearing wear progression.
+10045,2024-02-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.928,False,Pressure settled back to nominal after valve reseat.
+10046,2024-02-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.616,False,Pressure peak corresponds to oversized billet batch processing.
+10047,2024-02-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.777,False,Hydraulic line pressure oscillation detected under load.
+10048,2024-02-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.729,False,Telemetry quality flag downgraded during sensor self-test window.
+10049,2024-02-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.827,False,Humidity baseline improved after seal replacement.
+10050,2024-02-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.714,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10051,2024-02-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.222,False,Temperature variance narrowed after coolant nozzle cleaning.
+10052,2024-02-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,60.179,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10053,2024-02-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Dust extraction fan offline for 18 minutes on line finishing.
+10054,2024-02-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.622,False,Quality team requested trace review for lot 24-118B.
+10055,2024-02-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10056,2024-02-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.623,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10057,2024-02-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.517,False,Machine idle period extended during planned sanitation window.
+10058,2024-02-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.612,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10059,2024-02-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Packaging line stop reduced adjacent vibration background.
+10060,2024-02-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.274,False,Calibration check overdue by 11 days for press-line transducer.
+10061,2024-02-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10062,2024-02-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Pressure peak corresponds to oversized billet batch processing.
+10063,2024-02-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Unbalanced load introduced cyclical pressure ripple.
+10064,2024-02-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.82,False,Thermal ramp exceeded expected warmup curve before shift start.
+10065,2024-02-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Machine throughput increase drove sustained pressure uplift.
+10066,2024-02-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.132,False,Pressure peak corresponds to oversized billet batch processing.
+10067,2024-02-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,Sensor enclosure opened for manual calibration verification.
+10068,2024-02-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.91,False,Night shift startup produced higher than normal vibration floor.
+10069,2024-02-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.639,False,Pressure peak corresponds to oversized billet batch processing.
+10070,2024-02-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.376,False,Warning threshold updated for pilot predictive-maintenance model.
+10071,2024-02-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.083,False,Edge collector replayed buffered events after network recovery.
+10072,2024-02-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.4,False,Dust extraction fan offline for 18 minutes on line finishing.
+10073,2024-02-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.817,False,Quality team requested trace review for lot 24-118B.
+10074,2024-02-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.312,False,Maintenance scheduler deferred calibration due to spare shortage.
+10075,2024-02-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.22,False,Pressure settled back to nominal after valve reseat.
+10076,2024-02-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.049,False,Humidity climbed during dock-door open period in afternoon shift.
+10077,2024-02-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Pressure peak corresponds to oversized billet batch processing.
+10078,2024-02-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.561,False,Vibration harmonics broadened during extended production run.
+10079,2024-02-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.688,False,Shift handoff note referenced unusual noise near press enclosure.
+10080,2024-02-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.313,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10081,2024-02-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Operator reset acknowledged after red-tag inspection.
+10082,2024-02-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.769,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10083,2024-02-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.819,False,Operator reported intermittent chatter on machine CNC-04.
+10084,2024-02-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.169,False,Pressure settled back to nominal after valve reseat.
+10085,2024-02-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,Vibration harmonics broadened during extended production run.
+10086,2024-02-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.034,False,Edge collector replayed buffered events after network recovery.
+10087,2024-02-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10088,2024-02-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.692,False,Maintenance note logged for coupling imbalance inspection.
+10089,2024-02-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.763,False,Shift handoff note referenced unusual noise near press enclosure.
+10090,2024-02-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.707,False,Maintenance note logged for coupling imbalance inspection.
+10091,2024-02-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Calibration check overdue by 11 days for press-line transducer.
+10092,2024-02-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.92,False,Temperature remained elevated during unscheduled overtime run.
+10093,2024-02-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10094,2024-02-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Operator reported intermittent chatter on machine CNC-04.
+10095,2024-02-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.109,False,Edge collector replayed buffered events after network recovery.
+10096,2024-02-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.148,False,Sensor enclosure opened for manual calibration verification.
+10097,2024-02-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.775,False,Maintenance note logged for coupling imbalance inspection.
+10098,2024-02-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.794,False,Sensor signal clipping observed during startup surge.
+10099,2024-02-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.572,False,Operator reported intermittent chatter on machine CNC-04.
+10100,2024-02-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.343,False,Maintenance scheduler deferred calibration due to spare shortage.
+10101,2024-02-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.814,False,Night shift startup produced higher than normal vibration floor.
+10102,2024-02-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.646,False,Vibration burst exceeds envelope during tool change cycle.
+10103,2024-02-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.273,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10104,2024-02-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.205,False,Warning threshold updated for pilot predictive-maintenance model.
+10105,2024-02-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10106,2024-02-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.211,False,Vibration baseline recovered after tool holder replacement.
+10107,2024-02-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.407,False,Pressure line purge completed before restart authorization.
+10108,2024-02-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.96,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10109,2024-02-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.922,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10110,2024-02-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.272,False,Maintenance scheduler deferred calibration due to spare shortage.
+10111,2024-02-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.426,False,Edge collector replayed buffered events after network recovery.
+10112,2024-02-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.079,False,Humidity climbed during dock-door open period in afternoon shift.
+10113,2024-02-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.064,False,Sensor signal clipping observed during startup surge.
+10114,2024-02-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.275,False,Humidity baseline improved after seal replacement.
+10115,2024-02-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Press cycle dwell time lengthened during high-volume batch.
+10116,2024-02-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.038,False,Dust extraction fan offline for 18 minutes on line finishing.
+10117,2024-02-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.072,False,Bearing temperature rising faster than baseline on spindle cell.
+10118,2024-02-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.787,False,Humidity baseline improved after seal replacement.
+10119,2024-02-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Short-lived packet loss observed at edge gateway gw-02.
+10120,2024-02-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.648,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10121,2024-02-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Quality team requested trace review for lot 24-118B.
+10122,2024-02-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.643,False,Maintenance crew confirmed lubrication interval was missed.
+10123,2024-02-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.495,False,Dust extraction fan offline for 18 minutes on line finishing.
+10124,2024-02-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.955,False,SCADA backfill inserted two delayed telemetry points.
+10125,2024-02-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Quality hold reduced finishing booth activity for one shift.
+10126,2024-02-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.734,False,Vibration harmonics broadened during extended production run.
+10127,2024-02-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.063,False,Machine throughput increase drove sustained pressure uplift.
+10128,2024-02-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.375,False,Telemetry quality flag downgraded during sensor self-test window.
+10129,2024-02-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.817,False,Maintenance note logged for coupling imbalance inspection.
+10130,2024-02-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.448,False,Temporary gateway failover completed without data loss.
+10131,2024-02-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.609,False,Sensor heartbeat delayed by one interval after gateway retry.
+10132,2024-02-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.5,False,Temperature remained elevated during unscheduled overtime run.
+10133,2024-02-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Pressure line purge completed before restart authorization.
+10134,2024-02-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.842,False,Coolant loop adjustment reduced chamber temperature spread.
+10135,2024-02-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Quality hold reduced finishing booth activity for one shift.
+10136,2024-02-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.071,False,Machine idle period extended during planned sanitation window.
+10137,2024-02-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.98,False,Quality hold reduced finishing booth activity for one shift.
+10138,2024-02-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.55,False,Press cycle dwell time lengthened during high-volume batch.
+10139,2024-02-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.505,False,Press cycle dwell time lengthened during high-volume batch.
+10140,2024-02-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.891,False,Anomaly review flagged possible bearing wear progression.
+10141,2024-02-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Sensor signal clipping observed during startup surge.
+10142,2024-02-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.91,False,Hydraulic line pressure oscillation detected under load.
+10143,2024-02-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.384,False,Transient outlier matched forklift impact near cabinet wall.
+10144,2024-02-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.835,False,Humidity readings track seasonal rise across late spring.
+10145,2024-02-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.885,False,Sensor signal clipping observed during startup surge.
+10146,2024-02-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.86,False,Shift handoff note referenced unusual noise near press enclosure.
+10147,2024-02-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.962,False,Operator reported intermittent chatter on machine CNC-04.
+10148,2024-02-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.382,False,Maintenance note logged for coupling imbalance inspection.
+10149,2024-02-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.552,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10150,2024-02-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.915,False,Press cycle dwell time lengthened during high-volume batch.
+10151,2024-02-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.179,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10152,2024-02-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.919,False,Edge collector replayed buffered events after network recovery.
+10153,2024-02-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Thermal ramp exceeded expected warmup curve before shift start.
+10154,2024-02-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.421,False,Shift handoff note referenced unusual noise near press enclosure.
+10155,2024-02-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.006,False,SCADA backfill inserted two delayed telemetry points.
+10156,2024-02-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.795,False,Vibration harmonics broadened during extended production run.
+10157,2024-02-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Pressure peak corresponds to oversized billet batch processing.
+10158,2024-02-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.747,False,Short-lived packet loss observed at edge gateway gw-02.
+10159,2024-02-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.279,False,Packaging line stop reduced adjacent vibration background.
+10160,2024-02-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.634,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10161,2024-02-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Humidity baseline improved after seal replacement.
+10162,2024-02-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.43,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10163,2024-02-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.449,False,Machine idle period extended during planned sanitation window.
+10164,2024-02-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.339,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10165,2024-02-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.469,False,Sensor heartbeat delayed by one interval after gateway retry.
+10166,2024-02-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.534,False,Short-lived packet loss observed at edge gateway gw-02.
+10167,2024-02-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.757,False,Hydraulic line pressure oscillation detected under load.
+10168,2024-02-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.818,False,Humidity excursion near finishing booth during coating run.
+10169,2024-02-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Air handler maintenance reduced humidity variance on finishing line.
+10170,2024-02-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.961,False,Pressure peak corresponds to oversized billet batch processing.
+10171,2024-02-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.757,False,Calibration check overdue by 11 days for press-line transducer.
+10172,2024-02-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.914,False,Quality hold reduced finishing booth activity for one shift.
+10173,2024-02-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Temperature remained elevated during unscheduled overtime run.
+10174,2024-02-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.245,False,Humidity excursion near finishing booth during coating run.
+10175,2024-02-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.093,False,Quality hold reduced finishing booth activity for one shift.
+10176,2024-02-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.186,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10177,2024-02-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Bearing temperature rising faster than baseline on spindle cell.
+10178,2024-02-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.835,False,Quality hold reduced finishing booth activity for one shift.
+10179,2024-02-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Shift handoff note referenced unusual noise near press enclosure.
+10180,2024-02-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.282,False,Thermal overshoot event coincided with recipe change on furnace.
+10181,2024-02-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Transient outlier matched forklift impact near cabinet wall.
+10182,2024-02-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.964,False,Bearing temperature rising faster than baseline on spindle cell.
+10183,2024-02-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
+10184,2024-02-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.894,False,Sensor battery health remains nominal after firmware update.
+10185,2024-02-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10186,2024-02-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.939,False,Hydraulic line pressure oscillation detected under load.
+10187,2024-02-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.33,False,Sensor signal clipping observed during startup surge.
+10188,2024-02-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10189,2024-02-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Calibration check overdue by 11 days for press-line transducer.
+10190,2024-02-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.434,False,Bearing temperature rising faster than baseline on spindle cell.
+10191,2024-02-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.539,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10192,2024-02-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.135,False,Sensor heartbeat delayed by one interval after gateway retry.
+10193,2024-02-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.951,False,Temperature variance narrowed after coolant nozzle cleaning.
+10194,2024-02-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.699,False,Supervisory alert generated after three consecutive threshold breaches.
+10195,2024-02-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.501,False,Pressure settled back to nominal after valve reseat.
+10196,2024-02-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.883,False,Sensor heartbeat delayed by one interval after gateway retry.
+10197,2024-02-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.81,False,Operator reset acknowledged after red-tag inspection.
+10198,2024-02-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.238,False,Vibration harmonics broadened during extended production run.
+10199,2024-02-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.649,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10200,2024-02-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.543,False,Vibration harmonics broadened during extended production run.
+10201,2024-02-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.688,False,Maintenance crew confirmed lubrication interval was missed.
+10202,2024-02-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.542,False,Humidity excursion near finishing booth during coating run.
+10203,2024-02-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Calibration check overdue by 11 days for press-line transducer.
+10204,2024-02-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.048,False,Vibration baseline recovered after tool holder replacement.
+10205,2024-02-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Humidity excursion near finishing booth during coating run.
+10206,2024-02-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.558,False,Maintenance note logged for coupling imbalance inspection.
+10207,2024-02-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.32,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10208,2024-02-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Transient outlier matched forklift impact near cabinet wall.
+10209,2024-02-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Operator reported intermittent chatter on machine CNC-04.
+10210,2024-02-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.602,False,Calibration check overdue by 11 days for press-line transducer.
+10211,2024-02-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,Operator reset acknowledged after red-tag inspection.
+10212,2024-02-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.004,False,Humidity baseline improved after seal replacement.
+10213,2024-02-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Packaging line stop reduced adjacent vibration background.
+10214,2024-02-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.745,False,Transient outlier matched forklift impact near cabinet wall.
+10215,2024-02-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.376,False,Pressure peak corresponds to oversized billet batch processing.
+10216,2024-02-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.297,False,Telemetry quality flag downgraded during sensor self-test window.
+10217,2024-02-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.073,False,Humidity baseline improved after seal replacement.
+10218,2024-02-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.709,False,Operator reported intermittent chatter on machine CNC-04.
+10219,2024-02-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Warning threshold updated for pilot predictive-maintenance model.
+10220,2024-02-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.946,False,Vibration burst exceeds envelope during tool change cycle.
+10221,2024-02-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Pressure settled back to nominal after valve reseat.
+10222,2024-02-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.09,False,Condensation warning cleared after dehumidifier ramp-up.
+10223,2024-02-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.637,False,Humidity excursion near finishing booth during coating run.
+10224,2024-02-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.199,False,Temperature variance narrowed after coolant nozzle cleaning.
+10225,2024-02-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.161,False,Packaging line stop reduced adjacent vibration background.
+10226,2024-02-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.598,False,Anomaly review flagged possible bearing wear progression.
+10227,2024-02-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,Transient outlier matched forklift impact near cabinet wall.
+10228,2024-02-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.224,False,Humidity excursion near finishing booth during coating run.
+10229,2024-02-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Sensor signal clipping observed during startup surge.
+10230,2024-02-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.473,False,Humidity baseline improved after seal replacement.
+10231,2024-02-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.192,False,Maintenance note logged for coupling imbalance inspection.
+10232,2024-02-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.341,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10233,2024-02-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.995,False,Supervisory alert generated after three consecutive threshold breaches.
+10234,2024-02-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.524,False,Machine idle period extended during planned sanitation window.
+10235,2024-02-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.253,False,Coolant loop adjustment reduced chamber temperature spread.
+10236,2024-02-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.663,False,Air handler maintenance reduced humidity variance on finishing line.
+10237,2024-02-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.201,False,Temperature variance narrowed after coolant nozzle cleaning.
+10238,2024-02-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.191,False,Thermal overshoot event coincided with recipe change on furnace.
+10239,2024-02-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Dust extraction fan offline for 18 minutes on line finishing.
+10240,2024-02-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.115,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10241,2024-02-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Humidity baseline improved after seal replacement.
+10242,2024-02-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.734,False,Pressure settled back to nominal after valve reseat.
+10243,2024-02-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.124,False,Sensor enclosure opened for manual calibration verification.
+10244,2024-02-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.179,False,Hydraulic line pressure oscillation detected under load.
+10245,2024-02-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.798,False,Vibration baseline recovered after tool holder replacement.
+10246,2024-02-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.493,False,Maintenance note logged for coupling imbalance inspection.
+10247,2024-02-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Air handler maintenance reduced humidity variance on finishing line.
+10248,2024-02-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.922,False,Anomaly review flagged possible bearing wear progression.
+10249,2024-02-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Press cycle dwell time lengthened during high-volume batch.
+10250,2024-02-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.029,False,Short-lived packet loss observed at edge gateway gw-02.
+10251,2024-02-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10252,2024-02-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.301,False,Press cycle dwell time lengthened during high-volume batch.
+10253,2024-02-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.485,False,Machine throughput increase drove sustained pressure uplift.
+10254,2024-02-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.885,False,Quality hold reduced finishing booth activity for one shift.
+10255,2024-02-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Condensation warning cleared after dehumidifier ramp-up.
+10256,2024-02-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.689,False,Temperature variance narrowed after coolant nozzle cleaning.
+10257,2024-02-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Transient outlier matched forklift impact near cabinet wall.
+10258,2024-02-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.325,False,Sensor heartbeat delayed by one interval after gateway retry.
+10259,2024-02-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Pressure settled back to nominal after valve reseat.
+10260,2024-02-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Quality hold reduced finishing booth activity for one shift.
+10261,2024-02-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.084,False,Thermal overshoot event coincided with recipe change on furnace.
+10262,2024-02-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.821,False,Sensor signal clipping observed during startup surge.
+10263,2024-02-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.703,False,Vibration baseline recovered after tool holder replacement.
+10264,2024-02-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.144,False,Vibration baseline recovered after tool holder replacement.
+10265,2024-02-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.716,False,Dust extraction fan offline for 18 minutes on line finishing.
+10266,2024-02-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.793,False,Maintenance note logged for coupling imbalance inspection.
+10267,2024-02-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Operator reset acknowledged after red-tag inspection.
+10268,2024-02-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.996,False,Telemetry quality flag downgraded during sensor self-test window.
+10269,2024-02-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.237,False,Air handler maintenance reduced humidity variance on finishing line.
+10270,2024-02-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.789,False,Short-lived packet loss observed at edge gateway gw-02.
+10271,2024-02-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Humidity readings track seasonal rise across late spring.
+10272,2024-02-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.227,False,Telemetry quality flag downgraded during sensor self-test window.
+10273,2024-02-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Night shift startup produced higher than normal vibration floor.
+10274,2024-02-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.063,False,Humidity readings track seasonal rise across late spring.
+10275,2024-02-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.267,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10276,2024-02-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.117,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10277,2024-02-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Humidity climbed during dock-door open period in afternoon shift.
+10278,2024-02-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.101,False,Sensor enclosure opened for manual calibration verification.
+10279,2024-02-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Bearing temperature rising faster than baseline on spindle cell.
+10280,2024-02-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.243,False,Temperature remained elevated during unscheduled overtime run.
+10281,2024-02-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Pressure line purge completed before restart authorization.
+10282,2024-02-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.906,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10283,2024-02-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.685,False,Pressure peak corresponds to oversized billet batch processing.
+10284,2024-02-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.46,False,Warning threshold updated for pilot predictive-maintenance model.
+10285,2024-02-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Reliability engineer tagged sample window for model retraining.
+10286,2024-02-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.869,False,Coolant loop adjustment reduced chamber temperature spread.
+10287,2024-02-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.857,False,Operator reset acknowledged after red-tag inspection.
+10288,2024-02-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.107,False,Pressure peak corresponds to oversized billet batch processing.
+10289,2024-02-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.452,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10290,2024-02-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.226,False,Vibration burst exceeds envelope during tool change cycle.
+10291,2024-02-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.34,False,Edge collector replayed buffered events after network recovery.
+10292,2024-02-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.381,False,Thermal overshoot event coincided with recipe change on furnace.
+10293,2024-02-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Pressure line purge completed before restart authorization.
+10294,2024-02-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.638,False,Vibration harmonics broadened during extended production run.
+10295,2024-02-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.366,False,Vibration burst exceeds envelope during tool change cycle.
+10296,2024-02-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.574,False,Vibration harmonics broadened during extended production run.
+10297,2024-02-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Machine idle period extended during planned sanitation window.
+10298,2024-02-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.118,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10299,2024-02-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.976,False,Bearing temperature rising faster than baseline on spindle cell.
+10300,2024-02-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.378,False,Humidity excursion near finishing booth during coating run.
+10301,2024-02-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.589,False,Telemetry quality flag downgraded during sensor self-test window.
+10302,2024-02-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.713,False,Thermal overshoot event coincided with recipe change on furnace.
+10303,2024-02-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.467,False,Vibration baseline recovered after tool holder replacement.
+10304,2024-02-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.033,False,Machine idle period extended during planned sanitation window.
+10305,2024-02-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.908,False,Transient outlier matched forklift impact near cabinet wall.
+10306,2024-02-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.367,False,Sensor signal clipping observed during startup surge.
+10307,2024-02-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.118,False,Transient outlier matched forklift impact near cabinet wall.
+10308,2024-02-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.41,False,Temporary gateway failover completed without data loss.
+10309,2024-02-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.156,False,Vibration burst exceeds envelope during tool change cycle.
+10310,2024-02-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.543,False,Vibration baseline recovered after tool holder replacement.
+10311,2024-02-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Operator reported intermittent chatter on machine CNC-04.
+10312,2024-02-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.359,False,Pressure line purge completed before restart authorization.
+10313,2024-02-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Machine throughput increase drove sustained pressure uplift.
+10314,2024-02-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.719,False,Edge collector replayed buffered events after network recovery.
+10315,2024-02-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Maintenance note logged for coupling imbalance inspection.
+10316,2024-02-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.783,False,Packaging line stop reduced adjacent vibration background.
+10317,2024-02-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.222,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10318,2024-02-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.024,False,Vibration harmonics broadened during extended production run.
+10319,2024-02-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.188,False,Warning threshold updated for pilot predictive-maintenance model.
+10320,2024-02-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.557,False,Telemetry quality flag downgraded during sensor self-test window.
+10321,2024-02-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Shift handoff note referenced unusual noise near press enclosure.
+10322,2024-02-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.15,False,Pressure peak corresponds to oversized billet batch processing.
+10323,2024-02-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.809,False,Anomaly review flagged possible bearing wear progression.
+10324,2024-02-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.194,False,Humidity readings track seasonal rise across late spring.
+10325,2024-02-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.307,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10326,2024-02-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.252,False,Packaging line stop reduced adjacent vibration background.
+10327,2024-02-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Vibration burst exceeds envelope during tool change cycle.
+10328,2024-02-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.051,False,Vibration burst exceeds envelope during tool change cycle.
+10329,2024-02-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Night shift startup produced higher than normal vibration floor.
+10330,2024-02-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.431,False,Machine idle period extended during planned sanitation window.
+10331,2024-02-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.656,False,Night shift startup produced higher than normal vibration floor.
+10332,2024-02-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.164,False,Temperature remained elevated during unscheduled overtime run.
+10333,2024-02-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Vibration baseline recovered after tool holder replacement.
+10334,2024-02-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.347,False,Pressure peak corresponds to oversized billet batch processing.
+10335,2024-02-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.169,False,Maintenance scheduler deferred calibration due to spare shortage.
+10336,2024-02-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.178,False,Vibration burst exceeds envelope during tool change cycle.
+10337,2024-02-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10338,2024-02-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.921,False,Reliability engineer tagged sample window for model retraining.
+10339,2024-02-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.2,False,Humidity baseline improved after seal replacement.
+10340,2024-02-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.368,False,Condensation warning cleared after dehumidifier ramp-up.
+10341,2024-02-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.374,False,SCADA backfill inserted two delayed telemetry points.
+10342,2024-02-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Night shift startup produced higher than normal vibration floor.
+10343,2024-02-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Unbalanced load introduced cyclical pressure ripple.
+10344,2024-02-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.118,False,Humidity climbed during dock-door open period in afternoon shift.
+10345,2024-02-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.932,False,Sensor enclosure opened for manual calibration verification.
+10346,2024-02-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.245,False,Humidity excursion near finishing booth during coating run.
+10347,2024-02-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.586,False,Vibration harmonics broadened during extended production run.
+10348,2024-02-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.778,False,Sensor heartbeat delayed by one interval after gateway retry.
+10349,2024-02-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.307,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10350,2024-02-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.134,False,Thermal overshoot event coincided with recipe change on furnace.
+10351,2024-02-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.719,False,Transient outlier matched forklift impact near cabinet wall.
+10352,2024-02-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.691,False,Air handler maintenance reduced humidity variance on finishing line.
+10353,2024-02-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Hydraulic line pressure oscillation detected under load.
+10354,2024-02-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.923,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10355,2024-02-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Short-lived packet loss observed at edge gateway gw-02.
+10356,2024-02-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Vibration baseline recovered after tool holder replacement.
+10357,2024-02-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.43,False,Coolant loop adjustment reduced chamber temperature spread.
+10358,2024-02-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.332,False,Transient outlier matched forklift impact near cabinet wall.
+10359,2024-02-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.515,False,Warning threshold updated for pilot predictive-maintenance model.
+10360,2024-02-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.583,False,Thermal overshoot event coincided with recipe change on furnace.
+10361,2024-02-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10362,2024-02-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.432,False,Humidity excursion near finishing booth during coating run.
+10363,2024-02-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Pressure peak corresponds to oversized billet batch processing.
+10364,2024-02-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.941,False,Operator reset acknowledged after red-tag inspection.
+10365,2024-02-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Telemetry quality flag downgraded during sensor self-test window.
+10366,2024-02-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.369,False,Maintenance scheduler deferred calibration due to spare shortage.
+10367,2024-02-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.757,False,Maintenance note logged for coupling imbalance inspection.
+10368,2024-02-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.338,False,Vibration harmonics broadened during extended production run.
+10369,2024-02-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.334,False,Hydraulic line pressure oscillation detected under load.
+10370,2024-02-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.778,False,Air handler maintenance reduced humidity variance on finishing line.
+10371,2024-02-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.173,False,Reliability engineer tagged sample window for model retraining.
+10372,2024-02-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.01,False,Pressure settled back to nominal after valve reseat.
+10373,2024-02-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Dust extraction fan offline for 18 minutes on line finishing.
+10374,2024-02-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.887,False,Warning threshold updated for pilot predictive-maintenance model.
+10375,2024-02-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.144,False,Short-lived packet loss observed at edge gateway gw-02.
+10376,2024-02-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.494,False,Air handler maintenance reduced humidity variance on finishing line.
+10377,2024-02-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.183,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10378,2024-02-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.065,False,SCADA backfill inserted two delayed telemetry points.
+10379,2024-02-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.874,False,Temporary gateway failover completed without data loss.
+10380,2024-02-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.997,False,Humidity baseline improved after seal replacement.
+10381,2024-02-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.229,False,Humidity climbed during dock-door open period in afternoon shift.
+10382,2024-02-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.582,False,Pressure settled back to nominal after valve reseat.
+10383,2024-02-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Thermal overshoot event coincided with recipe change on furnace.
+10384,2024-02-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.374,False,Dust extraction fan offline for 18 minutes on line finishing.
+10385,2024-02-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Press cycle dwell time lengthened during high-volume batch.
+10386,2024-02-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.83,False,Humidity excursion near finishing booth during coating run.
+10387,2024-02-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.701,False,Transient outlier matched forklift impact near cabinet wall.
+10388,2024-02-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.298,False,Temperature variance narrowed after coolant nozzle cleaning.
+10389,2024-02-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.929,False,Pressure settled back to nominal after valve reseat.
+10390,2024-02-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.971,False,Anomaly review flagged possible bearing wear progression.
+10391,2024-02-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.212,False,Pressure line purge completed before restart authorization.
+10392,2024-02-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,55.371,False,Maintenance scheduler deferred calibration due to spare shortage.
+10393,2024-02-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Bearing temperature rising faster than baseline on spindle cell.
+10394,2024-02-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.633,False,Transient outlier matched forklift impact near cabinet wall.
+10395,2024-02-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.896,False,Humidity readings track seasonal rise across late spring.
+10396,2024-02-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.326,False,Vibration harmonics broadened during extended production run.
+10397,2024-02-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.289,False,Reliability engineer tagged sample window for model retraining.
+10398,2024-02-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.471,False,Vibration harmonics broadened during extended production run.
+10399,2024-02-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.774,False,Edge collector replayed buffered events after network recovery.
+10400,2024-02-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.126,False,Calibration check overdue by 11 days for press-line transducer.
+10401,2024-02-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.46,False,Operator reset acknowledged after red-tag inspection.
+10402,2024-02-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.782,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10403,2024-02-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.067,False,Thermal ramp exceeded expected warmup curve before shift start.
+10404,2024-02-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.111,False,Machine idle period extended during planned sanitation window.
+10405,2024-02-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.341,False,Telemetry quality flag downgraded during sensor self-test window.
+10406,2024-02-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.669,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10407,2024-02-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.43,False,Quality team requested trace review for lot 24-118B.
+10408,2024-02-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.317,False,Pressure settled back to nominal after valve reseat.
+10409,2024-02-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.073,False,Edge collector replayed buffered events after network recovery.
+10410,2024-02-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.365,False,Reliability engineer tagged sample window for model retraining.
+10411,2024-02-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.872,False,Vibration baseline recovered after tool holder replacement.
+10412,2024-02-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.635,False,Quality team requested trace review for lot 24-118B.
+10413,2024-02-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Operator reported intermittent chatter on machine CNC-04.
+10414,2024-02-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.347,False,Pressure settled back to nominal after valve reseat.
+10415,2024-02-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.467,False,Hydraulic line pressure oscillation detected under load.
+10416,2024-02-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.444,False,Warning threshold updated for pilot predictive-maintenance model.
+10417,2024-02-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.584,False,Operator reported intermittent chatter on machine CNC-04.
+10418,2024-02-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.14,False,Temperature remained elevated during unscheduled overtime run.
+10419,2024-02-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.021,False,Thermal overshoot event coincided with recipe change on furnace.
+10420,2024-02-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.271,False,Unbalanced load introduced cyclical pressure ripple.
+10421,2024-02-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.774,False,Supervisory alert generated after three consecutive threshold breaches.
+10422,2024-02-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.265,False,Operator reported intermittent chatter on machine CNC-04.
+10423,2024-02-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.192,False,Thermal ramp exceeded expected warmup curve before shift start.
+10424,2024-02-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.05,False,Humidity excursion near finishing booth during coating run.
+10425,2024-02-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.208,False,Dust extraction fan offline for 18 minutes on line finishing.
+10426,2024-02-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.184,False,Maintenance scheduler deferred calibration due to spare shortage.
+10427,2024-02-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.227,False,Press cycle dwell time lengthened during high-volume batch.
+10428,2024-02-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.865,False,Night shift startup produced higher than normal vibration floor.
+10429,2024-02-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.567,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10430,2024-02-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.469,False,Sensor signal clipping observed during startup surge.
+10431,2024-02-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.773,False,Maintenance scheduler deferred calibration due to spare shortage.
+10432,2024-02-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.475,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10433,2024-02-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.181,False,Warning threshold updated for pilot predictive-maintenance model.
+10434,2024-02-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.878,False,Shift handoff note referenced unusual noise near press enclosure.
+10435,2024-02-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Pressure peak corresponds to oversized billet batch processing.
+10436,2024-02-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.165,False,Vibration burst exceeds envelope during tool change cycle.
+10437,2024-02-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Supervisory alert generated after three consecutive threshold breaches.
+10438,2024-02-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.041,False,Sensor enclosure opened for manual calibration verification.
+10439,2024-02-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.028,False,Calibration check overdue by 11 days for press-line transducer.
+10440,2024-02-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.607,False,Sensor signal clipping observed during startup surge.
+10441,2024-02-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.373,False,SCADA backfill inserted two delayed telemetry points.
+10442,2024-02-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.535,False,Telemetry quality flag downgraded during sensor self-test window.
+10443,2024-02-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.005,False,Maintenance crew confirmed lubrication interval was missed.
+10444,2024-02-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.364,False,Calibration check overdue by 11 days for press-line transducer.
+10445,2024-02-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Bearing temperature rising faster than baseline on spindle cell.
+10446,2024-02-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.654,False,Humidity excursion near finishing booth during coating run.
+10447,2024-02-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.515,False,Humidity climbed during dock-door open period in afternoon shift.
+10448,2024-02-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.579,False,Machine throughput increase drove sustained pressure uplift.
+10449,2024-02-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.261,False,Pressure line purge completed before restart authorization.
+10450,2024-02-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.847,False,Night shift startup produced higher than normal vibration floor.
+10451,2024-02-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.8,False,Supervisory alert generated after three consecutive threshold breaches.
+10452,2024-02-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.587,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10453,2024-02-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.715,False,Sensor heartbeat delayed by one interval after gateway retry.
+10454,2024-02-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10455,2024-02-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.373,False,Night shift startup produced higher than normal vibration floor.
+10456,2024-02-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.867,False,Air handler maintenance reduced humidity variance on finishing line.
+10457,2024-02-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.067,False,Pressure line purge completed before restart authorization.
+10458,2024-02-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.849,False,Pressure line purge completed before restart authorization.
+10459,2024-02-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.527,False,SCADA backfill inserted two delayed telemetry points.
+10460,2024-02-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.48,False,Maintenance note logged for coupling imbalance inspection.
+10461,2024-02-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.29,False,Sensor enclosure opened for manual calibration verification.
+10462,2024-02-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.744,False,Thermal overshoot event coincided with recipe change on furnace.
+10463,2024-02-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Press cycle dwell time lengthened during high-volume batch.
+10464,2024-02-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.38,False,Sensor battery health remains nominal after firmware update.
+10465,2024-02-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.835,False,Pressure peak corresponds to oversized billet batch processing.
+10466,2024-02-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.913,False,SCADA backfill inserted two delayed telemetry points.
+10467,2024-02-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Unbalanced load introduced cyclical pressure ripple.
+10468,2024-02-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.572,False,Thermal overshoot event coincided with recipe change on furnace.
+10469,2024-02-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Humidity readings track seasonal rise across late spring.
+10470,2024-02-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.532,False,Vibration baseline recovered after tool holder replacement.
+10471,2024-02-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Telemetry quality flag downgraded during sensor self-test window.
+10472,2024-02-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.517,False,Condensation warning cleared after dehumidifier ramp-up.
+10473,2024-02-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Anomaly review flagged possible bearing wear progression.
+10474,2024-02-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10475,2024-02-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Vibration burst exceeds envelope during tool change cycle.
+10476,2024-02-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.644,False,Hydraulic line pressure oscillation detected under load.
+10477,2024-02-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Vibration harmonics broadened during extended production run.
+10478,2024-02-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.722,False,Reliability engineer tagged sample window for model retraining.
+10479,2024-02-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.887,False,Operator reported intermittent chatter on machine CNC-04.
+10480,2024-02-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.819,False,Maintenance scheduler deferred calibration due to spare shortage.
+10481,2024-02-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.592,False,Vibration burst exceeds envelope during tool change cycle.
+10482,2024-02-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Calibration check overdue by 11 days for press-line transducer.
+10483,2024-02-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.236,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10484,2024-02-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.699,False,Maintenance crew confirmed lubrication interval was missed.
+10485,2024-02-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.933,False,Sensor enclosure opened for manual calibration verification.
+10486,2024-02-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10487,2024-02-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.166,False,Warning threshold updated for pilot predictive-maintenance model.
+10488,2024-02-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.868,False,Sensor enclosure opened for manual calibration verification.
+10489,2024-02-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.567,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10490,2024-02-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.389,False,Short-lived packet loss observed at edge gateway gw-02.
+10491,2024-02-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Pressure line purge completed before restart authorization.
+10492,2024-02-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.401,False,Pressure peak corresponds to oversized billet batch processing.
+10493,2024-02-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.348,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10494,2024-02-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.02,False,Maintenance scheduler deferred calibration due to spare shortage.
+10495,2024-02-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.117,False,Anomaly review flagged possible bearing wear progression.
+10496,2024-02-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.998,False,SCADA backfill inserted two delayed telemetry points.
+10497,2024-02-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.409,False,Short-lived packet loss observed at edge gateway gw-02.
+10498,2024-02-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.554,False,Telemetry quality flag downgraded during sensor self-test window.
+10499,2024-02-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.393,False,Unbalanced load introduced cyclical pressure ripple.
+10500,2024-02-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.794,False,Pressure peak corresponds to oversized billet batch processing.
+10501,2024-02-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Maintenance scheduler deferred calibration due to spare shortage.
+10502,2024-02-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.784,False,Vibration harmonics broadened during extended production run.
+10503,2024-02-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.755,False,Operator reported intermittent chatter on machine CNC-04.
+10504,2024-02-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.019,False,Operator reported intermittent chatter on machine CNC-04.
+10505,2024-02-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Air handler maintenance reduced humidity variance on finishing line.
+10506,2024-02-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.006,False,Sensor enclosure opened for manual calibration verification.
+10507,2024-02-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.119,False,Supervisory alert generated after three consecutive threshold breaches.
+10508,2024-02-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.975,False,Packaging line stop reduced adjacent vibration background.
+10509,2024-02-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10510,2024-02-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.574,False,Sensor signal clipping observed during startup surge.
+10511,2024-02-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.88,False,Unbalanced load introduced cyclical pressure ripple.
+10512,2024-02-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.572,False,Quality team requested trace review for lot 24-118B.
+10513,2024-02-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Unbalanced load introduced cyclical pressure ripple.
+10514,2024-02-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.605,False,Edge collector replayed buffered events after network recovery.
+10515,2024-02-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.966,False,Reliability engineer tagged sample window for model retraining.
+10516,2024-02-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.664,False,Sensor signal clipping observed during startup surge.
+10517,2024-02-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Packaging line stop reduced adjacent vibration background.
+10518,2024-02-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Edge collector replayed buffered events after network recovery.
+10519,2024-02-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.123,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10520,2024-02-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.444,False,Bearing temperature rising faster than baseline on spindle cell.
+10521,2024-02-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.916,False,Pressure line purge completed before restart authorization.
+10522,2024-02-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.619,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10523,2024-02-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.486,False,Quality hold reduced finishing booth activity for one shift.
+10524,2024-02-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.815,False,Operator reported intermittent chatter on machine CNC-04.
+10525,2024-02-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.628,False,Vibration harmonics broadened during extended production run.
+10526,2024-02-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.879,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10527,2024-02-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.502,False,Vibration burst exceeds envelope during tool change cycle.
+10528,2024-02-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.316,False,Sensor battery health remains nominal after firmware update.
+10529,2024-02-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Vibration baseline recovered after tool holder replacement.
+10530,2024-02-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.137,False,Edge collector replayed buffered events after network recovery.
+10531,2024-02-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.589,False,Unbalanced load introduced cyclical pressure ripple.
+10532,2024-02-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.383,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10533,2024-02-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.759,False,Sensor heartbeat delayed by one interval after gateway retry.
+10534,2024-02-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.92,False,Maintenance note logged for coupling imbalance inspection.
+10535,2024-02-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Warning threshold updated for pilot predictive-maintenance model.
+10536,2024-02-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.364,False,Humidity baseline improved after seal replacement.
+10537,2024-02-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Bearing temperature rising faster than baseline on spindle cell.
+10538,2024-02-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.667,False,Sensor enclosure opened for manual calibration verification.
+10539,2024-02-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.72,False,Pressure peak corresponds to oversized billet batch processing.
+10540,2024-02-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.323,False,Vibration harmonics broadened during extended production run.
+10541,2024-02-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.617,False,Sensor heartbeat delayed by one interval after gateway retry.
+10542,2024-02-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.968,False,Vibration burst exceeds envelope during tool change cycle.
+10543,2024-02-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.262,False,Temperature remained elevated during unscheduled overtime run.
+10544,2024-02-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.187,False,Hydraulic line pressure oscillation detected under load.
+10545,2024-02-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10546,2024-02-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.858,False,Machine throughput increase drove sustained pressure uplift.
+10547,2024-02-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.731,False,Maintenance scheduler deferred calibration due to spare shortage.
+10548,2024-02-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Humidity excursion near finishing booth during coating run.
+10549,2024-02-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Maintenance scheduler deferred calibration due to spare shortage.
+10550,2024-02-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.243,False,Coolant loop adjustment reduced chamber temperature spread.
+10551,2024-02-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.131,False,Hydraulic line pressure oscillation detected under load.
+10552,2024-02-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.926,False,Machine idle period extended during planned sanitation window.
+10553,2024-02-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.58,False,Air handler maintenance reduced humidity variance on finishing line.
+10554,2024-02-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.536,False,SCADA backfill inserted two delayed telemetry points.
+10555,2024-02-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Sensor enclosure opened for manual calibration verification.
+10556,2024-02-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.85,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10557,2024-02-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.863,False,Quality team requested trace review for lot 24-118B.
+10558,2024-02-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.686,False,Press cycle dwell time lengthened during high-volume batch.
+10559,2024-02-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.265,False,Short-lived packet loss observed at edge gateway gw-02.
+10560,2024-02-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.013,False,Maintenance scheduler deferred calibration due to spare shortage.
+10561,2024-02-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Pressure peak corresponds to oversized billet batch processing.
+10562,2024-02-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.181,False,Humidity excursion near finishing booth during coating run.
+10563,2024-02-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.62,False,Warning threshold updated for pilot predictive-maintenance model.
+10564,2024-02-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.625,False,Condensation warning cleared after dehumidifier ramp-up.
+10565,2024-02-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Sensor enclosure opened for manual calibration verification.
+10566,2024-02-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.771,False,Transient outlier matched forklift impact near cabinet wall.
+10567,2024-02-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.172,False,Coolant loop adjustment reduced chamber temperature spread.
+10568,2024-02-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.492,False,Sensor heartbeat delayed by one interval after gateway retry.
+10569,2024-02-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Maintenance note logged for coupling imbalance inspection.
+10570,2024-02-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.672,False,Vibration harmonics broadened during extended production run.
+10571,2024-02-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.461,False,Sensor battery health remains nominal after firmware update.
+10572,2024-02-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.101,False,Reliability engineer tagged sample window for model retraining.
+10573,2024-02-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,Supervisory alert generated after three consecutive threshold breaches.
+10574,2024-02-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.69,False,Shift handoff note referenced unusual noise near press enclosure.
+10575,2024-02-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.186,False,Coolant loop adjustment reduced chamber temperature spread.
+10576,2024-02-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.37,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10577,2024-02-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Maintenance note logged for coupling imbalance inspection.
+10578,2024-02-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.942,False,Machine throughput increase drove sustained pressure uplift.
+10579,2024-02-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Thermal overshoot event coincided with recipe change on furnace.
+10580,2024-02-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.659,False,Dust extraction fan offline for 18 minutes on line finishing.
+10581,2024-02-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Pressure settled back to nominal after valve reseat.
+10582,2024-02-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.371,False,Humidity excursion near finishing booth during coating run.
+10583,2024-02-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.303,False,Unbalanced load introduced cyclical pressure ripple.
+10584,2024-02-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.348,False,Quality team requested trace review for lot 24-118B.
+10585,2024-02-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.089,False,Maintenance crew confirmed lubrication interval was missed.
+10586,2024-02-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.351,False,Vibration harmonics broadened during extended production run.
+10587,2024-02-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.938,False,Maintenance crew confirmed lubrication interval was missed.
+10588,2024-02-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.624,False,Sensor heartbeat delayed by one interval after gateway retry.
+10589,2024-02-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Maintenance crew confirmed lubrication interval was missed.
+10590,2024-02-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.366,False,Warning threshold updated for pilot predictive-maintenance model.
+10591,2024-02-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.306,False,Sensor heartbeat delayed by one interval after gateway retry.
+10592,2024-02-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.677,False,Maintenance crew confirmed lubrication interval was missed.
+10593,2024-02-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.005,False,Edge collector replayed buffered events after network recovery.
+10594,2024-02-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.446,False,Maintenance note logged for coupling imbalance inspection.
+10595,2024-02-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.98,False,Air handler maintenance reduced humidity variance on finishing line.
+10596,2024-02-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.463,False,Quality hold reduced finishing booth activity for one shift.
+10597,2024-02-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.04,False,Dust extraction fan offline for 18 minutes on line finishing.
+10598,2024-02-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.579,False,Dust extraction fan offline for 18 minutes on line finishing.
+10599,2024-02-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Vibration baseline recovered after tool holder replacement.
+10600,2024-02-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.464,False,Bearing temperature rising faster than baseline on spindle cell.
+10601,2024-02-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Sensor enclosure opened for manual calibration verification.
+10602,2024-02-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.014,False,Night shift startup produced higher than normal vibration floor.
+10603,2024-02-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.924,False,SCADA backfill inserted two delayed telemetry points.
+10604,2024-02-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.58,False,SCADA backfill inserted two delayed telemetry points.
+10605,2024-02-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Bearing temperature rising faster than baseline on spindle cell.
+10606,2024-02-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.92,False,Humidity readings track seasonal rise across late spring.
+10607,2024-02-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.686,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10608,2024-02-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,57.305,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10609,2024-02-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.461,False,Maintenance crew confirmed lubrication interval was missed.
+10610,2024-02-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.137,False,Bearing temperature rising faster than baseline on spindle cell.
+10611,2024-02-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.088,False,Machine throughput increase drove sustained pressure uplift.
+10612,2024-02-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.493,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10613,2024-02-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Humidity excursion near finishing booth during coating run.
+10614,2024-02-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10615,2024-02-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Maintenance scheduler deferred calibration due to spare shortage.
+10616,2024-02-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.806,False,Temperature remained elevated during unscheduled overtime run.
+10617,2024-02-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.082,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10618,2024-02-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.438,False,Packaging line stop reduced adjacent vibration background.
+10619,2024-02-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.778,False,Hydraulic line pressure oscillation detected under load.
+10620,2024-02-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.634,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10621,2024-02-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Maintenance note logged for coupling imbalance inspection.
+10622,2024-02-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.368,False,Warning threshold updated for pilot predictive-maintenance model.
+10623,2024-02-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.263,False,Bearing temperature rising faster than baseline on spindle cell.
+10624,2024-02-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.582,False,Humidity baseline improved after seal replacement.
+10625,2024-02-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.899,False,Humidity climbed during dock-door open period in afternoon shift.
+10626,2024-02-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.919,False,Sensor signal clipping observed during startup surge.
+10627,2024-02-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.22,False,Thermal ramp exceeded expected warmup curve before shift start.
+10628,2024-02-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.534,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10629,2024-02-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.554,False,Bearing temperature rising faster than baseline on spindle cell.
+10630,2024-02-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.592,False,Condensation warning cleared after dehumidifier ramp-up.
+10631,2024-02-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.439,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10632,2024-02-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.591,False,Sensor signal clipping observed during startup surge.
+10633,2024-02-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.756,False,Humidity readings track seasonal rise across late spring.
+10634,2024-02-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.125,False,Thermal overshoot event coincided with recipe change on furnace.
+10635,2024-02-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Hydraulic line pressure oscillation detected under load.
+10636,2024-02-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10637,2024-02-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.507,False,Operator reset acknowledged after red-tag inspection.
+10638,2024-02-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.063,False,Unbalanced load introduced cyclical pressure ripple.
+10639,2024-02-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.539,False,Quality hold reduced finishing booth activity for one shift.
+10640,2024-02-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.103,False,Night shift startup produced higher than normal vibration floor.
+10641,2024-02-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.912,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10642,2024-02-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.511,False,Condensation warning cleared after dehumidifier ramp-up.
+10643,2024-02-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.085,False,Thermal overshoot event coincided with recipe change on furnace.
+10644,2024-02-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.946,False,SCADA backfill inserted two delayed telemetry points.
+10645,2024-02-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.237,False,Warning threshold updated for pilot predictive-maintenance model.
+10646,2024-02-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.079,False,Sensor enclosure opened for manual calibration verification.
+10647,2024-02-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.075,False,Shift handoff note referenced unusual noise near press enclosure.
+10648,2024-02-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.546,False,Temporary gateway failover completed without data loss.
+10649,2024-02-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.056,False,Maintenance crew confirmed lubrication interval was missed.
+10650,2024-02-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.645,False,Reliability engineer tagged sample window for model retraining.
+10651,2024-02-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Bearing temperature rising faster than baseline on spindle cell.
+10652,2024-02-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.205,False,Maintenance note logged for coupling imbalance inspection.
+10653,2024-02-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Vibration baseline recovered after tool holder replacement.
+10654,2024-02-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.126,False,Packaging line stop reduced adjacent vibration background.
+10655,2024-02-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.041,False,Thermal overshoot event coincided with recipe change on furnace.
+10656,2024-02-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.598,False,Edge collector replayed buffered events after network recovery.
+10657,2024-02-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Press cycle dwell time lengthened during high-volume batch.
+10658,2024-02-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.013,False,Short-lived packet loss observed at edge gateway gw-02.
+10659,2024-02-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Sensor battery health remains nominal after firmware update.
+10660,2024-02-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.01,False,Humidity readings track seasonal rise across late spring.
+10661,2024-02-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.435,False,Vibration harmonics broadened during extended production run.
+10662,2024-02-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.337,False,Vibration baseline recovered after tool holder replacement.
+10663,2024-02-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.819,False,Pressure line purge completed before restart authorization.
+10664,2024-02-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.478,False,Air handler maintenance reduced humidity variance on finishing line.
+10665,2024-02-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Night shift startup produced higher than normal vibration floor.
+10666,2024-02-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.399,False,Night shift startup produced higher than normal vibration floor.
+10667,2024-02-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.345,False,Warning threshold updated for pilot predictive-maintenance model.
+10668,2024-02-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.503,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10669,2024-02-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.844,False,Dust extraction fan offline for 18 minutes on line finishing.
+10670,2024-02-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.61,False,Humidity readings track seasonal rise across late spring.
+10671,2024-02-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.417,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10672,2024-02-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.43,False,SCADA backfill inserted two delayed telemetry points.
+10673,2024-02-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Operator reported intermittent chatter on machine CNC-04.
+10674,2024-02-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.538,False,Bearing temperature rising faster than baseline on spindle cell.
+10675,2024-02-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.547,False,Quality team requested trace review for lot 24-118B.
+10676,2024-02-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.647,False,Packaging line stop reduced adjacent vibration background.
+10677,2024-02-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.908,False,Night shift startup produced higher than normal vibration floor.
+10678,2024-02-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.884,False,Sensor battery health remains nominal after firmware update.
+10679,2024-02-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.06,False,Temperature remained elevated during unscheduled overtime run.
+10680,2024-02-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.234,False,SCADA backfill inserted two delayed telemetry points.
+10681,2024-02-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.108,False,Quality team requested trace review for lot 24-118B.
+10682,2024-02-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.105,False,Sensor signal clipping observed during startup surge.
+10683,2024-02-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.957,False,Operator reported intermittent chatter on machine CNC-04.
+10684,2024-02-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.867,False,Pressure settled back to nominal after valve reseat.
+10685,2024-02-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.805,False,Vibration burst exceeds envelope during tool change cycle.
+10686,2024-02-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.717,False,Temperature remained elevated during unscheduled overtime run.
+10687,2024-02-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.221,False,Vibration baseline recovered after tool holder replacement.
+10688,2024-02-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.601,False,Thermal ramp exceeded expected warmup curve before shift start.
+10689,2024-02-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Unbalanced load introduced cyclical pressure ripple.
+10690,2024-02-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.217,False,Maintenance note logged for coupling imbalance inspection.
+10691,2024-02-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.124,False,Pressure settled back to nominal after valve reseat.
+10692,2024-02-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.917,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10693,2024-02-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.582,False,Night shift startup produced higher than normal vibration floor.
+10694,2024-02-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.324,False,Pressure settled back to nominal after valve reseat.
+10695,2024-02-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Humidity baseline improved after seal replacement.
+10696,2024-02-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.18,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10697,2024-02-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Sensor battery health remains nominal after firmware update.
+10698,2024-02-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.837,False,Thermal overshoot event coincided with recipe change on furnace.
+10699,2024-02-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.365,False,Maintenance crew confirmed lubrication interval was missed.
+10700,2024-02-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.763,False,Operator reset acknowledged after red-tag inspection.
+10701,2024-02-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.93,False,Reliability engineer tagged sample window for model retraining.
+10702,2024-02-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.198,False,Humidity baseline improved after seal replacement.
+10703,2024-02-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Vibration baseline recovered after tool holder replacement.
+10704,2024-02-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.884,False,Reliability engineer tagged sample window for model retraining.
+10705,2024-02-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.323,False,Humidity readings track seasonal rise across late spring.
+10706,2024-02-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.236,False,Dust extraction fan offline for 18 minutes on line finishing.
+10707,2024-02-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.753,False,Vibration baseline recovered after tool holder replacement.
+10708,2024-02-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.409,False,Thermal ramp exceeded expected warmup curve before shift start.
+10709,2024-02-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10710,2024-02-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.292,False,Supervisory alert generated after three consecutive threshold breaches.
+10711,2024-02-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Humidity climbed during dock-door open period in afternoon shift.
+10712,2024-02-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.193,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10713,2024-02-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.808,False,Unbalanced load introduced cyclical pressure ripple.
+10714,2024-02-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.811,False,Bearing temperature rising faster than baseline on spindle cell.
+10715,2024-02-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.017,False,Vibration baseline recovered after tool holder replacement.
+10716,2024-02-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.53,False,Machine throughput increase drove sustained pressure uplift.
+10717,2024-02-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.469,False,Maintenance scheduler deferred calibration due to spare shortage.
+10718,2024-02-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.176,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10719,2024-02-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.675,False,Operator reported intermittent chatter on machine CNC-04.
+10720,2024-02-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.429,False,Maintenance crew confirmed lubrication interval was missed.
+10721,2024-02-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.395,False,Sensor signal clipping observed during startup surge.
+10722,2024-02-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.524,False,Hydraulic line pressure oscillation detected under load.
+10723,2024-02-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Reliability engineer tagged sample window for model retraining.
+10724,2024-02-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.864,False,Maintenance crew confirmed lubrication interval was missed.
+10725,2024-02-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.077,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10726,2024-02-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.323,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10727,2024-02-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.611,False,Bearing temperature rising faster than baseline on spindle cell.
+10728,2024-02-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.006,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10729,2024-02-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Air handler maintenance reduced humidity variance on finishing line.
+10730,2024-02-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.352,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10731,2024-02-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.079,False,Humidity excursion near finishing booth during coating run.
+10732,2024-02-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.71,False,Hydraulic line pressure oscillation detected under load.
+10733,2024-02-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.819,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10734,2024-02-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.035,False,Short-lived packet loss observed at edge gateway gw-02.
+10735,2024-02-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Maintenance crew confirmed lubrication interval was missed.
+10736,2024-02-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.909,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10737,2024-02-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.704,False,Pressure line purge completed before restart authorization.
+10738,2024-02-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.51,False,Sensor enclosure opened for manual calibration verification.
+10739,2024-02-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10740,2024-02-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.827,False,Reliability engineer tagged sample window for model retraining.
+10741,2024-02-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.098,False,Warning threshold updated for pilot predictive-maintenance model.
+10742,2024-02-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10743,2024-02-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10744,2024-02-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.918,False,Calibration check overdue by 11 days for press-line transducer.
+10745,2024-02-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.061,False,Temperature remained elevated during unscheduled overtime run.
+10746,2024-02-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.452,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10747,2024-02-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,SCADA backfill inserted two delayed telemetry points.
+10748,2024-02-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.428,False,Unbalanced load introduced cyclical pressure ripple.
+10749,2024-02-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Quality team requested trace review for lot 24-118B.
+10750,2024-02-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.609,False,Coolant loop adjustment reduced chamber temperature spread.
+10751,2024-02-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Vibration burst exceeds envelope during tool change cycle.
+10752,2024-02-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.033,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10753,2024-02-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Packaging line stop reduced adjacent vibration background.
+10754,2024-02-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.701,False,Packaging line stop reduced adjacent vibration background.
+10755,2024-02-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Operator reported intermittent chatter on machine CNC-04.
+10756,2024-02-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.163,False,Coolant loop adjustment reduced chamber temperature spread.
+10757,2024-02-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10758,2024-02-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.699,False,Temperature variance narrowed after coolant nozzle cleaning.
+10759,2024-02-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.354,False,Warning threshold updated for pilot predictive-maintenance model.
+10760,2024-02-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.315,False,Humidity readings track seasonal rise across late spring.
+10761,2024-02-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10762,2024-02-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.19,False,Humidity excursion near finishing booth during coating run.
+10763,2024-02-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.694,False,Vibration harmonics broadened during extended production run.
+10764,2024-02-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.33,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10765,2024-02-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.073,False,Humidity baseline improved after seal replacement.
+10766,2024-02-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.394,False,Pressure settled back to nominal after valve reseat.
+10767,2024-02-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.154,False,Anomaly review flagged possible bearing wear progression.
+10768,2024-02-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.507,False,Maintenance crew confirmed lubrication interval was missed.
+10769,2024-02-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.803,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10770,2024-02-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.216,False,Operator reset acknowledged after red-tag inspection.
+10771,2024-02-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Supervisory alert generated after three consecutive threshold breaches.
+10772,2024-02-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.026,False,Temporary gateway failover completed without data loss.
+10773,2024-02-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Short-lived packet loss observed at edge gateway gw-02.
+10774,2024-02-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.59,False,Hydraulic line pressure oscillation detected under load.
+10775,2024-02-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Sensor signal clipping observed during startup surge.
+10776,2024-02-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.83,False,Pressure peak corresponds to oversized billet batch processing.
+10777,2024-02-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Humidity climbed during dock-door open period in afternoon shift.
+10778,2024-02-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10779,2024-02-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.927,False,Pressure settled back to nominal after valve reseat.
+10780,2024-02-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.216,False,Maintenance note logged for coupling imbalance inspection.
+10781,2024-02-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.055,False,Reliability engineer tagged sample window for model retraining.
+10782,2024-02-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.195,False,Press cycle dwell time lengthened during high-volume batch.
+10783,2024-02-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.987,False,Humidity excursion near finishing booth during coating run.
+10784,2024-02-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.124,False,Pressure settled back to nominal after valve reseat.
+10785,2024-02-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.655,False,Condensation warning cleared after dehumidifier ramp-up.
+10786,2024-02-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.163,False,Temperature variance narrowed after coolant nozzle cleaning.
+10787,2024-02-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.717,False,Pressure settled back to nominal after valve reseat.
+10788,2024-02-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.075,False,SCADA backfill inserted two delayed telemetry points.
+10789,2024-02-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.111,False,Bearing temperature rising faster than baseline on spindle cell.
+10790,2024-02-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.103,False,Sensor heartbeat delayed by one interval after gateway retry.
+10791,2024-02-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.404,False,Maintenance note logged for coupling imbalance inspection.
+10792,2024-02-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.138,False,Vibration harmonics broadened during extended production run.
+10793,2024-02-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.264,False,Operator reported intermittent chatter on machine CNC-04.
+10794,2024-02-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.078,False,Night shift startup produced higher than normal vibration floor.
+10795,2024-02-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.241,False,Short-lived packet loss observed at edge gateway gw-02.
+10796,2024-02-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.903,False,Maintenance crew confirmed lubrication interval was missed.
+10797,2024-02-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Humidity climbed during dock-door open period in afternoon shift.
+10798,2024-02-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.674,False,Reliability engineer tagged sample window for model retraining.
+10799,2024-02-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.922,False,Quality team requested trace review for lot 24-118B.
+10800,2024-02-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.197,False,Maintenance crew confirmed lubrication interval was missed.
+10801,2024-02-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Vibration harmonics broadened during extended production run.
+10802,2024-02-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.802,False,Pressure settled back to nominal after valve reseat.
+10803,2024-02-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.919,False,Operator reported intermittent chatter on machine CNC-04.
+10804,2024-02-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.436,False,Unbalanced load introduced cyclical pressure ripple.
+10805,2024-02-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Calibration check overdue by 11 days for press-line transducer.
+10806,2024-02-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.024,False,Transient outlier matched forklift impact near cabinet wall.
+10807,2024-02-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.429,False,Calibration check overdue by 11 days for press-line transducer.
+10808,2024-02-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.905,False,Edge collector replayed buffered events after network recovery.
+10809,2024-02-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Machine idle period extended during planned sanitation window.
+10810,2024-02-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.409,False,Coolant loop adjustment reduced chamber temperature spread.
+10811,2024-02-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Edge collector replayed buffered events after network recovery.
+10812,2024-02-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.661,False,Supervisory alert generated after three consecutive threshold breaches.
+10813,2024-02-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Temperature variance narrowed after coolant nozzle cleaning.
+10814,2024-02-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.596,False,Sensor signal clipping observed during startup surge.
+10815,2024-02-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.29,False,Temporary gateway failover completed without data loss.
+10816,2024-02-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Humidity excursion near finishing booth during coating run.
+10817,2024-02-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.374,False,Hydraulic line pressure oscillation detected under load.
+10818,2024-02-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.088,False,Sensor signal clipping observed during startup surge.
+10819,2024-02-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10820,2024-02-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.372,False,Anomaly review flagged possible bearing wear progression.
+10821,2024-02-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.27,False,Telemetry quality flag downgraded during sensor self-test window.
+10822,2024-02-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.544,False,Air handler maintenance reduced humidity variance on finishing line.
+10823,2024-02-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.635,False,Sensor signal clipping observed during startup surge.
+10824,2024-02-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.568,False,Humidity climbed during dock-door open period in afternoon shift.
+10825,2024-02-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Operator reset acknowledged after red-tag inspection.
+10826,2024-02-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.345,False,Vibration harmonics broadened during extended production run.
+10827,2024-02-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.767,False,Sensor signal clipping observed during startup surge.
+10828,2024-02-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.152,False,Temperature variance narrowed after coolant nozzle cleaning.
+10829,2024-02-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Humidity excursion near finishing booth during coating run.
+10830,2024-02-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.047,False,Operator reported intermittent chatter on machine CNC-04.
+10831,2024-02-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Supervisory alert generated after three consecutive threshold breaches.
+10832,2024-02-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.732,False,Unbalanced load introduced cyclical pressure ripple.
+10833,2024-02-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Shift handoff note referenced unusual noise near press enclosure.
+10834,2024-02-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.081,False,Temporary gateway failover completed without data loss.
+10835,2024-02-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.443,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10836,2024-02-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.432,False,Night shift startup produced higher than normal vibration floor.
+10837,2024-02-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.813,False,Condensation warning cleared after dehumidifier ramp-up.
+10838,2024-02-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.464,False,Transient outlier matched forklift impact near cabinet wall.
+10839,2024-02-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Maintenance crew confirmed lubrication interval was missed.
+10840,2024-02-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.285,False,Pressure peak corresponds to oversized billet batch processing.
+10841,2024-02-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Sensor battery health remains nominal after firmware update.
+10842,2024-02-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.635,False,Warning threshold updated for pilot predictive-maintenance model.
+10843,2024-02-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10844,2024-02-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.405,False,Reliability engineer tagged sample window for model retraining.
+10845,2024-02-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.399,False,Coolant loop adjustment reduced chamber temperature spread.
+10846,2024-02-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.485,False,Temperature variance narrowed after coolant nozzle cleaning.
+10847,2024-02-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.743,False,Coolant loop adjustment reduced chamber temperature spread.
+10848,2024-02-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.086,False,Maintenance note logged for coupling imbalance inspection.
+10849,2024-02-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Humidity climbed during dock-door open period in afternoon shift.
+10850,2024-02-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.436,False,Sensor heartbeat delayed by one interval after gateway retry.
+10851,2024-02-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.262,False,Unbalanced load introduced cyclical pressure ripple.
+10852,2024-02-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.293,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10853,2024-02-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Thermal ramp exceeded expected warmup curve before shift start.
+10854,2024-02-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.735,False,Maintenance scheduler deferred calibration due to spare shortage.
+10855,2024-02-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.763,False,Short-lived packet loss observed at edge gateway gw-02.
+10856,2024-02-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.662,False,Machine throughput increase drove sustained pressure uplift.
+10857,2024-02-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Sensor enclosure opened for manual calibration verification.
+10858,2024-02-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.626,False,Humidity excursion near finishing booth during coating run.
+10859,2024-02-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.367,False,Quality team requested trace review for lot 24-118B.
+10860,2024-02-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.643,False,Coolant loop adjustment reduced chamber temperature spread.
+10861,2024-02-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.936,False,Sensor signal clipping observed during startup surge.
+10862,2024-02-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.007,False,Humidity excursion near finishing booth during coating run.
+10863,2024-02-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.57,False,Calibration check overdue by 11 days for press-line transducer.
+10864,2024-02-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.8,False,Pressure peak corresponds to oversized billet batch processing.
+10865,2024-02-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.569,False,Temperature variance narrowed after coolant nozzle cleaning.
+10866,2024-02-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.336,False,Calibration check overdue by 11 days for press-line transducer.
+10867,2024-02-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.116,False,Machine throughput increase drove sustained pressure uplift.
+10868,2024-02-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.873,False,Telemetry quality flag downgraded during sensor self-test window.
+10869,2024-02-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10870,2024-02-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.996,False,Air handler maintenance reduced humidity variance on finishing line.
+10871,2024-02-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10872,2024-02-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.615,False,Air handler maintenance reduced humidity variance on finishing line.
+10873,2024-02-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Humidity excursion near finishing booth during coating run.
+10874,2024-02-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.923,False,Anomaly review flagged possible bearing wear progression.
+10875,2024-02-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,False,Press cycle dwell time lengthened during high-volume batch.
+10876,2024-02-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.553,False,Edge collector replayed buffered events after network recovery.
+10877,2024-02-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.611,False,Pressure peak corresponds to oversized billet batch processing.
+10878,2024-02-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.319,False,Bearing temperature rising faster than baseline on spindle cell.
+10879,2024-02-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Temperature variance narrowed after coolant nozzle cleaning.
+10880,2024-02-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.896,False,Pressure line purge completed before restart authorization.
+10881,2024-02-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.493,False,Quality team requested trace review for lot 24-118B.
+10882,2024-02-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Pressure peak corresponds to oversized billet batch processing.
+10883,2024-02-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.996,False,Sensor enclosure opened for manual calibration verification.
+10884,2024-02-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.271,False,Pressure settled back to nominal after valve reseat.
+10885,2024-02-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.344,False,Quality hold reduced finishing booth activity for one shift.
+10886,2024-02-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.422,False,Sensor heartbeat delayed by one interval after gateway retry.
+10887,2024-02-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Supervisory alert generated after three consecutive threshold breaches.
+10888,2024-02-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.302,False,Quality hold reduced finishing booth activity for one shift.
+10889,2024-02-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Vibration burst exceeds envelope during tool change cycle.
+10890,2024-02-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.042,False,Maintenance scheduler deferred calibration due to spare shortage.
+10891,2024-02-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.423,False,Transient outlier matched forklift impact near cabinet wall.
+10892,2024-02-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.7,False,Sensor battery health remains nominal after firmware update.
+10893,2024-02-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.727,False,Hydraulic line pressure oscillation detected under load.
+10894,2024-02-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.082,False,Reliability engineer tagged sample window for model retraining.
+10895,2024-02-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.127,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10896,2024-02-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.467,False,Pressure peak corresponds to oversized billet batch processing.
+10897,2024-02-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.504,False,Quality hold reduced finishing booth activity for one shift.
+10898,2024-02-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.148,False,Humidity excursion near finishing booth during coating run.
+10899,2024-02-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Thermal overshoot event coincided with recipe change on furnace.
+10900,2024-02-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.621,False,Humidity baseline improved after seal replacement.
+10901,2024-02-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Condensation warning cleared after dehumidifier ramp-up.
+10902,2024-02-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10903,2024-02-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.893,False,Shift handoff note referenced unusual noise near press enclosure.
+10904,2024-02-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.452,False,Supervisory alert generated after three consecutive threshold breaches.
+10905,2024-02-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Edge collector replayed buffered events after network recovery.
+10906,2024-02-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.391,False,Condensation warning cleared after dehumidifier ramp-up.
+10907,2024-02-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Sensor signal clipping observed during startup surge.
+10908,2024-02-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.759,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10909,2024-02-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.078,False,Condensation warning cleared after dehumidifier ramp-up.
+10910,2024-02-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.899,False,Pressure peak corresponds to oversized billet batch processing.
+10911,2024-02-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Telemetry quality flag downgraded during sensor self-test window.
+10912,2024-02-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.839,False,Humidity baseline improved after seal replacement.
+10913,2024-02-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.911,False,Temperature variance narrowed after coolant nozzle cleaning.
+10914,2024-02-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.859,False,Sensor heartbeat delayed by one interval after gateway retry.
+10915,2024-02-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.303,False,Vibration baseline recovered after tool holder replacement.
+10916,2024-02-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.116,False,Temperature variance narrowed after coolant nozzle cleaning.
+10917,2024-02-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.588,False,Maintenance crew confirmed lubrication interval was missed.
+10918,2024-02-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.516,False,Humidity baseline improved after seal replacement.
+10919,2024-02-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.986,False,Warning threshold updated for pilot predictive-maintenance model.
+10920,2024-02-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.015,False,Quality hold reduced finishing booth activity for one shift.
+10921,2024-02-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Temporary gateway failover completed without data loss.
+10922,2024-02-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.244,False,Maintenance scheduler deferred calibration due to spare shortage.
+10923,2024-02-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.727,False,Temporary gateway failover completed without data loss.
+10924,2024-02-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.637,False,Temperature remained elevated during unscheduled overtime run.
+10925,2024-02-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Humidity baseline improved after seal replacement.
+10926,2024-02-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.173,False,Anomaly review flagged possible bearing wear progression.
+10927,2024-02-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.538,False,Humidity excursion near finishing booth during coating run.
+10928,2024-02-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.663,False,Pressure settled back to nominal after valve reseat.
+10929,2024-02-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.532,False,Temperature remained elevated during unscheduled overtime run.
+10930,2024-02-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.653,False,Thermal ramp exceeded expected warmup curve before shift start.
+10931,2024-02-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.752,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+10932,2024-02-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.184,False,Transient outlier matched forklift impact near cabinet wall.
+10933,2024-02-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Temperature variance narrowed after coolant nozzle cleaning.
+10934,2024-02-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.443,False,Supervisory alert generated after three consecutive threshold breaches.
+10935,2024-02-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Operator reported intermittent chatter on machine CNC-04.
+10936,2024-02-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.89,False,Warning threshold updated for pilot predictive-maintenance model.
+10937,2024-02-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.081,False,SCADA backfill inserted two delayed telemetry points.
+10938,2024-02-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.592,False,Night shift startup produced higher than normal vibration floor.
+10939,2024-02-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.972,False,Air handler maintenance reduced humidity variance on finishing line.
+10940,2024-02-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10941,2024-02-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Night shift startup produced higher than normal vibration floor.
+10942,2024-02-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.799,False,Thermal overshoot event coincided with recipe change on furnace.
+10943,2024-02-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,SCADA backfill inserted two delayed telemetry points.
+10944,2024-02-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.785,False,Machine idle period extended during planned sanitation window.
+10945,2024-02-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.072,False,Quality hold reduced finishing booth activity for one shift.
+10946,2024-02-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.512,False,Thermal ramp exceeded expected warmup curve before shift start.
+10947,2024-02-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.339,False,Supervisory alert generated after three consecutive threshold breaches.
+10948,2024-02-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.94,False,Thermal overshoot event coincided with recipe change on furnace.
+10949,2024-02-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.752,False,Humidity excursion near finishing booth during coating run.
+10950,2024-02-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.084,False,Condensation warning cleared after dehumidifier ramp-up.
+10951,2024-02-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Coolant loop adjustment reduced chamber temperature spread.
+10952,2024-02-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.406,False,Compressed air fluctuation introduced pressure noise for two cycles.
+10953,2024-02-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.032,False,Reliability engineer tagged sample window for model retraining.
+10954,2024-02-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.214,False,Air handler maintenance reduced humidity variance on finishing line.
+10955,2024-02-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.105,False,Machine idle period extended during planned sanitation window.
+10956,2024-02-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.452,False,Transient outlier matched forklift impact near cabinet wall.
+10957,2024-02-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.736,False,Operator reported intermittent chatter on machine CNC-04.
+10958,2024-02-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.033,False,Edge collector replayed buffered events after network recovery.
+10959,2024-02-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.026,False,Hydraulic line pressure oscillation detected under load.
+10960,2024-02-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.335,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10961,2024-02-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Air handler maintenance reduced humidity variance on finishing line.
+10962,2024-02-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.522,False,Machine throughput increase drove sustained pressure uplift.
+10963,2024-02-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.876,False,Press cycle dwell time lengthened during high-volume batch.
+10964,2024-02-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.782,False,Shift handoff note referenced unusual noise near press enclosure.
+10965,2024-02-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.171,False,Warning threshold updated for pilot predictive-maintenance model.
+10966,2024-02-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.267,False,Pressure settled back to nominal after valve reseat.
+10967,2024-02-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.396,False,Heat-treat furnace door cycling increased localized temperature spikes.
+10968,2024-02-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.011,False,Coolant loop adjustment reduced chamber temperature spread.
+10969,2024-02-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.847,False,Packaging line stop reduced adjacent vibration background.
+10970,2024-02-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.57,False,Humidity readings track seasonal rise across late spring.
+10971,2024-02-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Calibration check overdue by 11 days for press-line transducer.
+10972,2024-02-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.29,False,Pressure line purge completed before restart authorization.
+10973,2024-02-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.251,False,Maintenance crew confirmed lubrication interval was missed.
+10974,2024-02-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.28,False,Humidity baseline improved after seal replacement.
+10975,2024-02-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.052,False,Calibration check overdue by 11 days for press-line transducer.
+10976,2024-02-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.226,False,Humidity baseline improved after seal replacement.
+10977,2024-02-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Machine idle period extended during planned sanitation window.
+10978,2024-02-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.574,False,Telemetry quality flag downgraded during sensor self-test window.
+10979,2024-02-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.66,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10980,2024-02-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.15,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+10981,2024-02-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Shift handoff note referenced unusual noise near press enclosure.
+10982,2024-02-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.643,False,Shift handoff note referenced unusual noise near press enclosure.
+10983,2024-02-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Unbalanced load introduced cyclical pressure ripple.
+10984,2024-02-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.317,False,Hydraulic line pressure oscillation detected under load.
+10985,2024-02-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.835,False,Thermal ramp exceeded expected warmup curve before shift start.
+10986,2024-02-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.305,False,Temperature remained elevated during unscheduled overtime run.
+10987,2024-02-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.227,False,Air handler maintenance reduced humidity variance on finishing line.
+10988,2024-02-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,49.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+10989,2024-02-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Shift handoff note referenced unusual noise near press enclosure.
+10990,2024-02-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.209,False,Hydraulic line pressure oscillation detected under load.
+10991,2024-02-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.927,False,Transient outlier matched forklift impact near cabinet wall.
+10992,2024-02-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.087,False,Sensor 3 drift suspected after cross-check with manual gauge.
+10993,2024-02-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.805,False,Dust extraction fan offline for 18 minutes on line finishing.
+10994,2024-02-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.731,False,Thermal ramp exceeded expected warmup curve before shift start.
+10995,2024-02-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.099,False,Unbalanced load introduced cyclical pressure ripple.
+10996,2024-02-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.226,False,Thermal overshoot event coincided with recipe change on furnace.
+10997,2024-02-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Maintenance scheduler deferred calibration due to spare shortage.
+10998,2024-02-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
+10999,2024-02-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Maintenance note logged for coupling imbalance inspection.
+11000,2024-02-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.535,False,Unbalanced load introduced cyclical pressure ripple.
+11001,2024-02-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Calibration check overdue by 11 days for press-line transducer.
+11002,2024-02-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.425,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11003,2024-02-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.149,False,Vibration harmonics broadened during extended production run.
+11004,2024-02-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.658,False,Edge collector replayed buffered events after network recovery.
+11005,2024-02-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.421,False,Condensation warning cleared after dehumidifier ramp-up.
+11006,2024-02-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.581,False,Humidity readings track seasonal rise across late spring.
+11007,2024-02-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.535,False,Warning threshold updated for pilot predictive-maintenance model.
+11008,2024-02-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.28,False,Machine idle period extended during planned sanitation window.
+11009,2024-02-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.256,False,Warning threshold updated for pilot predictive-maintenance model.
+11010,2024-02-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.894,False,Quality team requested trace review for lot 24-118B.
+11011,2024-02-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.919,False,Calibration check overdue by 11 days for press-line transducer.
+11012,2024-02-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.237,False,Sensor enclosure opened for manual calibration verification.
+11013,2024-02-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Transient outlier matched forklift impact near cabinet wall.
+11014,2024-02-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.024,False,Dust extraction fan offline for 18 minutes on line finishing.
+11015,2024-02-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.802,False,Hydraulic line pressure oscillation detected under load.
+11016,2024-02-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.953,False,Sensor enclosure opened for manual calibration verification.
+11017,2024-02-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.539,False,Vibration harmonics broadened during extended production run.
+11018,2024-02-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.146,False,Warning threshold updated for pilot predictive-maintenance model.
+11019,2024-02-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.752,False,Shift handoff note referenced unusual noise near press enclosure.
+11020,2024-02-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.707,False,Operator reset acknowledged after red-tag inspection.
+11021,2024-02-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Short-lived packet loss observed at edge gateway gw-02.
+11022,2024-02-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.872,False,Humidity climbed during dock-door open period in afternoon shift.
+11023,2024-02-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.69,False,Humidity baseline improved after seal replacement.
+11024,2024-02-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.268,False,Coolant loop adjustment reduced chamber temperature spread.
+11025,2024-02-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.211,False,Maintenance note logged for coupling imbalance inspection.
+11026,2024-02-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.149,False,Humidity climbed during dock-door open period in afternoon shift.
+11027,2024-02-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.032,False,Quality hold reduced finishing booth activity for one shift.
+11028,2024-02-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.45,False,Telemetry quality flag downgraded during sensor self-test window.
+11029,2024-02-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.347,False,Quality team requested trace review for lot 24-118B.
+11030,2024-02-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.6,False,Machine idle period extended during planned sanitation window.
+11031,2024-02-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.57,False,Reliability engineer tagged sample window for model retraining.
+11032,2024-02-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.726,False,Short-lived packet loss observed at edge gateway gw-02.
+11033,2024-02-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.68,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11034,2024-02-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.031,False,Reliability engineer tagged sample window for model retraining.
+11035,2024-02-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Thermal overshoot event coincided with recipe change on furnace.
+11036,2024-02-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.922,False,Humidity climbed during dock-door open period in afternoon shift.
+11037,2024-02-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Supervisory alert generated after three consecutive threshold breaches.
+11038,2024-02-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.078,False,SCADA backfill inserted two delayed telemetry points.
+11039,2024-02-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.976,False,Vibration harmonics broadened during extended production run.
+11040,2024-02-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.224,False,Supervisory alert generated after three consecutive threshold breaches.
+11041,2024-02-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.578,False,Sensor enclosure opened for manual calibration verification.
+11042,2024-02-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.212,False,Humidity excursion near finishing booth during coating run.
+11043,2024-02-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.533,False,Maintenance crew confirmed lubrication interval was missed.
+11044,2024-02-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.953,False,Pressure settled back to nominal after valve reseat.
+11045,2024-02-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.931,False,Machine throughput increase drove sustained pressure uplift.
+11046,2024-02-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.895,False,SCADA backfill inserted two delayed telemetry points.
+11047,2024-02-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Sensor heartbeat delayed by one interval after gateway retry.
+11048,2024-02-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.088,False,Pressure peak corresponds to oversized billet batch processing.
+11049,2024-02-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Pressure peak corresponds to oversized billet batch processing.
+11050,2024-02-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.024,False,Vibration burst exceeds envelope during tool change cycle.
+11051,2024-02-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11052,2024-02-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.083,False,Humidity baseline improved after seal replacement.
+11053,2024-02-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Calibration check overdue by 11 days for press-line transducer.
+11054,2024-02-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.392,False,Anomaly review flagged possible bearing wear progression.
+11055,2024-02-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.108,False,Condensation warning cleared after dehumidifier ramp-up.
+11056,2024-02-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.863,False,Humidity baseline improved after seal replacement.
+11057,2024-02-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11058,2024-02-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.538,False,Packaging line stop reduced adjacent vibration background.
+11059,2024-02-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.421,False,Coolant loop adjustment reduced chamber temperature spread.
+11060,2024-02-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.955,False,Thermal overshoot event coincided with recipe change on furnace.
+11061,2024-02-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.866,False,Air handler maintenance reduced humidity variance on finishing line.
+11062,2024-02-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.317,False,Transient outlier matched forklift impact near cabinet wall.
+11063,2024-02-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11064,2024-02-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.482,False,Calibration check overdue by 11 days for press-line transducer.
+11065,2024-02-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Vibration baseline recovered after tool holder replacement.
+11066,2024-02-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Condensation warning cleared after dehumidifier ramp-up.
+11067,2024-02-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.644,False,Pressure line purge completed before restart authorization.
+11068,2024-02-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.93,False,Vibration burst exceeds envelope during tool change cycle.
+11069,2024-02-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11070,2024-02-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.665,False,Maintenance crew confirmed lubrication interval was missed.
+11071,2024-02-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.433,False,Maintenance note logged for coupling imbalance inspection.
+11072,2024-02-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.559,False,Pressure peak corresponds to oversized billet batch processing.
+11073,2024-02-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Vibration baseline recovered after tool holder replacement.
+11074,2024-02-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.156,False,Maintenance note logged for coupling imbalance inspection.
+11075,2024-02-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.421,False,Unbalanced load introduced cyclical pressure ripple.
+11076,2024-02-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.245,False,Vibration baseline recovered after tool holder replacement.
+11077,2024-02-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.179,False,Maintenance crew confirmed lubrication interval was missed.
+11078,2024-02-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.5,False,Sensor enclosure opened for manual calibration verification.
+11079,2024-02-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Supervisory alert generated after three consecutive threshold breaches.
+11080,2024-02-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.255,False,Telemetry quality flag downgraded during sensor self-test window.
+11081,2024-02-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.141,False,Pressure settled back to nominal after valve reseat.
+11082,2024-02-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.971,False,Reliability engineer tagged sample window for model retraining.
+11083,2024-02-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Pressure settled back to nominal after valve reseat.
+11084,2024-02-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.458,False,Temperature variance narrowed after coolant nozzle cleaning.
+11085,2024-02-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Temperature remained elevated during unscheduled overtime run.
+11086,2024-02-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.738,False,Unbalanced load introduced cyclical pressure ripple.
+11087,2024-02-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.346,False,Dust extraction fan offline for 18 minutes on line finishing.
+11088,2024-02-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.0,False,Quality hold reduced finishing booth activity for one shift.
+11089,2024-02-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Dust extraction fan offline for 18 minutes on line finishing.
+11090,2024-02-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.454,False,Press cycle dwell time lengthened during high-volume batch.
+11091,2024-02-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.085,False,Dust extraction fan offline for 18 minutes on line finishing.
+11092,2024-02-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11093,2024-02-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.437,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11094,2024-02-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.491,False,SCADA backfill inserted two delayed telemetry points.
+11095,2024-02-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.207,False,Temperature remained elevated during unscheduled overtime run.
+11096,2024-02-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.048,False,Humidity climbed during dock-door open period in afternoon shift.
+11097,2024-02-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Humidity climbed during dock-door open period in afternoon shift.
+11098,2024-02-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.218,False,Vibration harmonics broadened during extended production run.
+11099,2024-02-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,SCADA backfill inserted two delayed telemetry points.
+11100,2024-02-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.089,False,Transient outlier matched forklift impact near cabinet wall.
+11101,2024-02-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Supervisory alert generated after three consecutive threshold breaches.
+11102,2024-02-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.204,False,Packaging line stop reduced adjacent vibration background.
+11103,2024-02-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11104,2024-02-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.301,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11105,2024-02-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Humidity readings track seasonal rise across late spring.
+11106,2024-02-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.433,False,Machine throughput increase drove sustained pressure uplift.
+11107,2024-02-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.742,False,Temporary gateway failover completed without data loss.
+11108,2024-02-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.976,False,SCADA backfill inserted two delayed telemetry points.
+11109,2024-02-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.37,False,Operator reset acknowledged after red-tag inspection.
+11110,2024-02-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.086,False,Vibration harmonics broadened during extended production run.
+11111,2024-02-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.203,False,Temporary gateway failover completed without data loss.
+11112,2024-02-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.31,False,Anomaly review flagged possible bearing wear progression.
+11113,2024-02-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Night shift startup produced higher than normal vibration floor.
+11114,2024-02-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.411,False,Operator reported intermittent chatter on machine CNC-04.
+11115,2024-02-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.048,False,Humidity baseline improved after seal replacement.
+11116,2024-02-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.341,False,Anomaly review flagged possible bearing wear progression.
+11117,2024-02-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Sensor enclosure opened for manual calibration verification.
+11118,2024-02-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.29,False,Telemetry quality flag downgraded during sensor self-test window.
+11119,2024-02-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,Bearing temperature rising faster than baseline on spindle cell.
+11120,2024-02-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.463,False,Short-lived packet loss observed at edge gateway gw-02.
+11121,2024-02-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.401,False,Telemetry quality flag downgraded during sensor self-test window.
+11122,2024-02-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.388,False,Humidity climbed during dock-door open period in afternoon shift.
+11123,2024-02-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.254,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11124,2024-02-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.15,False,Supervisory alert generated after three consecutive threshold breaches.
+11125,2024-02-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.779,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11126,2024-02-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.141,False,Temperature remained elevated during unscheduled overtime run.
+11127,2024-02-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.936,False,Operator reported intermittent chatter on machine CNC-04.
+11128,2024-02-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.779,False,Operator reset acknowledged after red-tag inspection.
+11129,2024-02-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.111,False,Pressure peak corresponds to oversized billet batch processing.
+11130,2024-02-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.52,False,Short-lived packet loss observed at edge gateway gw-02.
+11131,2024-02-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,SCADA backfill inserted two delayed telemetry points.
+11132,2024-02-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.329,False,Unbalanced load introduced cyclical pressure ripple.
+11133,2024-02-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Dust extraction fan offline for 18 minutes on line finishing.
+11134,2024-02-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.589,False,Vibration baseline recovered after tool holder replacement.
+11135,2024-02-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11136,2024-02-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.872,False,Operator reset acknowledged after red-tag inspection.
+11137,2024-02-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Telemetry quality flag downgraded during sensor self-test window.
+11138,2024-02-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.9,False,Condensation warning cleared after dehumidifier ramp-up.
+11139,2024-02-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.188,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11140,2024-02-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.278,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11141,2024-02-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.751,False,Temperature variance narrowed after coolant nozzle cleaning.
+11142,2024-02-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.915,False,Supervisory alert generated after three consecutive threshold breaches.
+11143,2024-02-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Temperature remained elevated during unscheduled overtime run.
+11144,2024-02-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Temporary gateway failover completed without data loss.
+11145,2024-02-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Temporary gateway failover completed without data loss.
+11146,2024-02-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Condensation warning cleared after dehumidifier ramp-up.
+11147,2024-02-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.971,False,Quality hold reduced finishing booth activity for one shift.
+11148,2024-02-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.396,False,Maintenance scheduler deferred calibration due to spare shortage.
+11149,2024-02-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.475,False,Maintenance scheduler deferred calibration due to spare shortage.
+11150,2024-02-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.659,False,Humidity baseline improved after seal replacement.
+11151,2024-02-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.439,False,Reliability engineer tagged sample window for model retraining.
+11152,2024-02-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.013,False,Anomaly review flagged possible bearing wear progression.
+11153,2024-02-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Humidity readings track seasonal rise across late spring.
+11154,2024-02-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.161,False,Anomaly review flagged possible bearing wear progression.
+11155,2024-02-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.172,False,Operator reported intermittent chatter on machine CNC-04.
+11156,2024-02-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.836,False,Packaging line stop reduced adjacent vibration background.
+11157,2024-02-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Press cycle dwell time lengthened during high-volume batch.
+11158,2024-02-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.55,False,Supervisory alert generated after three consecutive threshold breaches.
+11159,2024-02-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.041,False,Temperature variance narrowed after coolant nozzle cleaning.
+11160,2024-02-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.526,False,Thermal overshoot event coincided with recipe change on furnace.
+11161,2024-02-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Vibration burst exceeds envelope during tool change cycle.
+11162,2024-02-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.766,False,Operator reported intermittent chatter on machine CNC-04.
+11163,2024-02-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.001,False,Pressure settled back to nominal after valve reseat.
+11164,2024-02-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.403,False,Temperature remained elevated during unscheduled overtime run.
+11165,2024-02-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11166,2024-02-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.052,False,Reliability engineer tagged sample window for model retraining.
+11167,2024-02-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.163,False,Vibration burst exceeds envelope during tool change cycle.
+11168,2024-02-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.996,False,Vibration baseline recovered after tool holder replacement.
+11169,2024-02-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Pressure settled back to nominal after valve reseat.
+11170,2024-02-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.778,False,Edge collector replayed buffered events after network recovery.
+11171,2024-02-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Supervisory alert generated after three consecutive threshold breaches.
+11172,2024-02-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.624,False,Humidity readings track seasonal rise across late spring.
+11173,2024-02-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.496,False,Short-lived packet loss observed at edge gateway gw-02.
+11174,2024-02-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.563,False,Coolant loop adjustment reduced chamber temperature spread.
+11175,2024-02-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Anomaly review flagged possible bearing wear progression.
+11176,2024-02-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.794,False,Humidity climbed during dock-door open period in afternoon shift.
+11177,2024-02-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Condensation warning cleared after dehumidifier ramp-up.
+11178,2024-02-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.536,False,Humidity climbed during dock-door open period in afternoon shift.
+11179,2024-02-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.872,False,Telemetry quality flag downgraded during sensor self-test window.
+11180,2024-02-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.616,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11181,2024-02-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Reliability engineer tagged sample window for model retraining.
+11182,2024-02-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.136,False,Thermal overshoot event coincided with recipe change on furnace.
+11183,2024-02-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.667,False,Supervisory alert generated after three consecutive threshold breaches.
+11184,2024-02-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.393,False,Thermal overshoot event coincided with recipe change on furnace.
+11185,2024-02-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.473,False,Maintenance note logged for coupling imbalance inspection.
+11186,2024-02-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.777,False,Humidity readings track seasonal rise across late spring.
+11187,2024-02-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.213,False,Dust extraction fan offline for 18 minutes on line finishing.
+11188,2024-02-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.844,False,Maintenance crew confirmed lubrication interval was missed.
+11189,2024-02-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Humidity excursion near finishing booth during coating run.
+11190,2024-02-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.447,False,Reliability engineer tagged sample window for model retraining.
+11191,2024-02-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Operator reset acknowledged after red-tag inspection.
+11192,2024-02-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Air handler maintenance reduced humidity variance on finishing line.
+11193,2024-02-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.84,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11194,2024-02-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.153,False,Thermal overshoot event coincided with recipe change on furnace.
+11195,2024-02-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Humidity excursion near finishing booth during coating run.
+11196,2024-02-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.174,False,Humidity readings track seasonal rise across late spring.
+11197,2024-02-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.309,False,Calibration check overdue by 11 days for press-line transducer.
+11198,2024-02-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.893,False,Night shift startup produced higher than normal vibration floor.
+11199,2024-02-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Vibration burst exceeds envelope during tool change cycle.
+11200,2024-02-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.162,False,Anomaly review flagged possible bearing wear progression.
+11201,2024-02-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Vibration baseline recovered after tool holder replacement.
+11202,2024-02-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.79,False,Machine idle period extended during planned sanitation window.
+11203,2024-02-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Pressure line purge completed before restart authorization.
+11204,2024-02-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Coolant loop adjustment reduced chamber temperature spread.
+11205,2024-02-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Edge collector replayed buffered events after network recovery.
+11206,2024-02-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.133,False,Packaging line stop reduced adjacent vibration background.
+11207,2024-02-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.033,False,SCADA backfill inserted two delayed telemetry points.
+11208,2024-02-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.531,False,Temperature remained elevated during unscheduled overtime run.
+11209,2024-02-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.248,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11210,2024-02-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.68,False,Transient outlier matched forklift impact near cabinet wall.
+11211,2024-02-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Sensor signal clipping observed during startup surge.
+11212,2024-02-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.068,False,Quality hold reduced finishing booth activity for one shift.
+11213,2024-02-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.699,False,Vibration harmonics broadened during extended production run.
+11214,2024-02-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.428,False,Humidity readings track seasonal rise across late spring.
+11215,2024-02-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.278,False,Thermal ramp exceeded expected warmup curve before shift start.
+11216,2024-02-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.548,False,Short-lived packet loss observed at edge gateway gw-02.
+11217,2024-02-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.624,False,Bearing temperature rising faster than baseline on spindle cell.
+11218,2024-02-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.649,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11219,2024-02-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.441,False,Quality team requested trace review for lot 24-118B.
+11220,2024-02-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.729,False,Maintenance crew confirmed lubrication interval was missed.
+11221,2024-02-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.604,False,Thermal ramp exceeded expected warmup curve before shift start.
+11222,2024-02-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.407,False,Unbalanced load introduced cyclical pressure ripple.
+11223,2024-02-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Operator reset acknowledged after red-tag inspection.
+11224,2024-02-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.469,False,Humidity excursion near finishing booth during coating run.
+11225,2024-02-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11226,2024-02-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.108,False,Temperature remained elevated during unscheduled overtime run.
+11227,2024-02-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.188,False,Coolant loop adjustment reduced chamber temperature spread.
+11228,2024-02-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11229,2024-02-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11230,2024-02-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.294,False,Pressure settled back to nominal after valve reseat.
+11231,2024-02-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,Vibration harmonics broadened during extended production run.
+11232,2024-02-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.205,False,Pressure line purge completed before restart authorization.
+11233,2024-02-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Dust extraction fan offline for 18 minutes on line finishing.
+11234,2024-02-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.262,False,Sensor signal clipping observed during startup surge.
+11235,2024-02-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Short-lived packet loss observed at edge gateway gw-02.
+11236,2024-02-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.673,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11237,2024-02-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Sensor battery health remains nominal after firmware update.
+11238,2024-02-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.326,False,Operator reported intermittent chatter on machine CNC-04.
+11239,2024-02-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.889,False,Coolant loop adjustment reduced chamber temperature spread.
+11240,2024-02-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.971,False,Humidity excursion near finishing booth during coating run.
+11241,2024-02-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.569,False,Quality hold reduced finishing booth activity for one shift.
+11242,2024-02-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.398,False,Sensor enclosure opened for manual calibration verification.
+11243,2024-02-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Pressure settled back to nominal after valve reseat.
+11244,2024-02-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Thermal overshoot event coincided with recipe change on furnace.
+11245,2024-02-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11246,2024-02-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.262,False,Vibration burst exceeds envelope during tool change cycle.
+11247,2024-02-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.617,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11248,2024-02-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.154,False,Maintenance note logged for coupling imbalance inspection.
+11249,2024-02-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.209,False,Quality team requested trace review for lot 24-118B.
+11250,2024-02-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.516,False,Pressure settled back to nominal after valve reseat.
+11251,2024-02-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Condensation warning cleared after dehumidifier ramp-up.
+11252,2024-02-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.987,False,Packaging line stop reduced adjacent vibration background.
+11253,2024-02-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.933,False,Sensor signal clipping observed during startup surge.
+11254,2024-02-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.899,False,Humidity baseline improved after seal replacement.
+11255,2024-02-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Humidity readings track seasonal rise across late spring.
+11256,2024-02-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.691,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11257,2024-02-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.481,False,SCADA backfill inserted two delayed telemetry points.
+11258,2024-02-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.081,False,Thermal overshoot event coincided with recipe change on furnace.
+11259,2024-02-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,SCADA backfill inserted two delayed telemetry points.
+11260,2024-02-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.954,False,Air handler maintenance reduced humidity variance on finishing line.
+11261,2024-02-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Machine throughput increase drove sustained pressure uplift.
+11262,2024-02-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.3,False,Telemetry quality flag downgraded during sensor self-test window.
+11263,2024-02-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.452,False,Night shift startup produced higher than normal vibration floor.
+11264,2024-02-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.646,False,Air handler maintenance reduced humidity variance on finishing line.
+11265,2024-02-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Press cycle dwell time lengthened during high-volume batch.
+11266,2024-02-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.048,False,Humidity excursion near finishing booth during coating run.
+11267,2024-02-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11268,2024-02-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.347,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11269,2024-02-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.139,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11270,2024-02-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.926,False,Warning threshold updated for pilot predictive-maintenance model.
+11271,2024-02-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.728,False,Humidity climbed during dock-door open period in afternoon shift.
+11272,2024-02-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.635,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11273,2024-02-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.851,False,Maintenance crew confirmed lubrication interval was missed.
+11274,2024-02-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.133,False,Humidity excursion near finishing booth during coating run.
+11275,2024-02-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Quality hold reduced finishing booth activity for one shift.
+11276,2024-02-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.046,False,Night shift startup produced higher than normal vibration floor.
+11277,2024-02-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11278,2024-02-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.812,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11279,2024-02-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.858,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11280,2024-02-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.743,False,Machine idle period extended during planned sanitation window.
+11281,2024-02-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Pressure settled back to nominal after valve reseat.
+11282,2024-02-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.896,False,Humidity climbed during dock-door open period in afternoon shift.
+11283,2024-02-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.186,False,Warning threshold updated for pilot predictive-maintenance model.
+11284,2024-02-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.421,False,Humidity climbed during dock-door open period in afternoon shift.
+11285,2024-02-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.339,False,Dust extraction fan offline for 18 minutes on line finishing.
+11286,2024-02-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.784,False,Hydraulic line pressure oscillation detected under load.
+11287,2024-02-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.213,False,Pressure line purge completed before restart authorization.
+11288,2024-02-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.868,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11289,2024-02-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.527,False,Thermal overshoot event coincided with recipe change on furnace.
+11290,2024-02-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.606,False,Pressure peak corresponds to oversized billet batch processing.
+11291,2024-02-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.663,False,Humidity baseline improved after seal replacement.
+11292,2024-02-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.939,False,Reliability engineer tagged sample window for model retraining.
+11293,2024-02-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.541,False,Maintenance note logged for coupling imbalance inspection.
+11294,2024-02-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.861,False,Sensor signal clipping observed during startup surge.
+11295,2024-02-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.098,False,Operator reported intermittent chatter on machine CNC-04.
+11296,2024-02-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.204,False,Anomaly review flagged possible bearing wear progression.
+11297,2024-02-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Vibration burst exceeds envelope during tool change cycle.
+11298,2024-02-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.204,False,Pressure settled back to nominal after valve reseat.
+11299,2024-02-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.743,False,Sensor battery health remains nominal after firmware update.
+11300,2024-02-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.982,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11301,2024-02-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Night shift startup produced higher than normal vibration floor.
+11302,2024-02-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.97,False,Unbalanced load introduced cyclical pressure ripple.
+11303,2024-02-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.036,False,Temperature remained elevated during unscheduled overtime run.
+11304,2024-02-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.909,False,Vibration harmonics broadened during extended production run.
+11305,2024-02-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.616,False,Night shift startup produced higher than normal vibration floor.
+11306,2024-02-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.466,False,Edge collector replayed buffered events after network recovery.
+11307,2024-02-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.335,False,Maintenance scheduler deferred calibration due to spare shortage.
+11308,2024-02-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.516,False,Transient outlier matched forklift impact near cabinet wall.
+11309,2024-02-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.69,False,Vibration baseline recovered after tool holder replacement.
+11310,2024-02-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.071,False,Short-lived packet loss observed at edge gateway gw-02.
+11311,2024-02-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor enclosure opened for manual calibration verification.
+11312,2024-02-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.768,False,Machine throughput increase drove sustained pressure uplift.
+11313,2024-02-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11314,2024-02-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.357,False,Humidity climbed during dock-door open period in afternoon shift.
+11315,2024-02-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.917,False,Temporary gateway failover completed without data loss.
+11316,2024-02-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.899,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11317,2024-02-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.797,False,Reliability engineer tagged sample window for model retraining.
+11318,2024-02-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.056,False,Machine throughput increase drove sustained pressure uplift.
+11319,2024-02-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.426,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11320,2024-02-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.335,False,Packaging line stop reduced adjacent vibration background.
+11321,2024-02-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Packaging line stop reduced adjacent vibration background.
+11322,2024-02-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.043,False,Pressure peak corresponds to oversized billet batch processing.
+11323,2024-02-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11324,2024-02-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.87,False,Sensor enclosure opened for manual calibration verification.
+11325,2024-02-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Pressure settled back to nominal after valve reseat.
+11326,2024-02-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.444,False,Condensation warning cleared after dehumidifier ramp-up.
+11327,2024-02-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Maintenance note logged for coupling imbalance inspection.
+11328,2024-02-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.623,False,Thermal ramp exceeded expected warmup curve before shift start.
+11329,2024-02-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.465,False,Night shift startup produced higher than normal vibration floor.
+11330,2024-02-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.303,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11331,2024-02-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11332,2024-02-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.938,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11333,2024-02-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Temporary gateway failover completed without data loss.
+11334,2024-02-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.123,False,Operator reset acknowledged after red-tag inspection.
+11335,2024-02-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Coolant loop adjustment reduced chamber temperature spread.
+11336,2024-02-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.207,False,Night shift startup produced higher than normal vibration floor.
+11337,2024-02-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.027,False,Pressure line purge completed before restart authorization.
+11338,2024-02-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.168,False,Telemetry quality flag downgraded during sensor self-test window.
+11339,2024-02-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Humidity baseline improved after seal replacement.
+11340,2024-02-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.503,False,Reliability engineer tagged sample window for model retraining.
+11341,2024-02-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Transient outlier matched forklift impact near cabinet wall.
+11342,2024-02-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.017,False,Quality hold reduced finishing booth activity for one shift.
+11343,2024-02-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.596,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11344,2024-02-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.668,False,Night shift startup produced higher than normal vibration floor.
+11345,2024-02-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.373,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11346,2024-02-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.964,False,Sensor enclosure opened for manual calibration verification.
+11347,2024-02-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Pressure peak corresponds to oversized billet batch processing.
+11348,2024-02-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.433,False,Reliability engineer tagged sample window for model retraining.
+11349,2024-02-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
+11350,2024-02-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.895,False,Dust extraction fan offline for 18 minutes on line finishing.
+11351,2024-02-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Machine idle period extended during planned sanitation window.
+11352,2024-02-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.594,False,Sensor battery health remains nominal after firmware update.
+11353,2024-02-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.893,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11354,2024-02-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.001,False,Temperature remained elevated during unscheduled overtime run.
+11355,2024-02-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.039,False,Quality team requested trace review for lot 24-118B.
+11356,2024-02-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.418,False,Humidity baseline improved after seal replacement.
+11357,2024-02-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.449,False,Supervisory alert generated after three consecutive threshold breaches.
+11358,2024-02-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.962,False,Vibration harmonics broadened during extended production run.
+11359,2024-02-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.528,False,Maintenance scheduler deferred calibration due to spare shortage.
+11360,2024-02-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.423,False,SCADA backfill inserted two delayed telemetry points.
+11361,2024-02-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11362,2024-02-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.445,False,Humidity baseline improved after seal replacement.
+11363,2024-02-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.361,False,Sensor heartbeat delayed by one interval after gateway retry.
+11364,2024-02-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.658,False,Maintenance scheduler deferred calibration due to spare shortage.
+11365,2024-02-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Night shift startup produced higher than normal vibration floor.
+11366,2024-02-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.962,False,Unbalanced load introduced cyclical pressure ripple.
+11367,2024-02-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.391,False,Thermal ramp exceeded expected warmup curve before shift start.
+11368,2024-02-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.596,False,Operator reported intermittent chatter on machine CNC-04.
+11369,2024-02-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.558,False,Unbalanced load introduced cyclical pressure ripple.
+11370,2024-02-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11371,2024-02-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11372,2024-02-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.558,False,Humidity readings track seasonal rise across late spring.
+11373,2024-02-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Maintenance scheduler deferred calibration due to spare shortage.
+11374,2024-02-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.711,False,Vibration baseline recovered after tool holder replacement.
+11375,2024-02-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Telemetry quality flag downgraded during sensor self-test window.
+11376,2024-02-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.095,False,Vibration harmonics broadened during extended production run.
+11377,2024-02-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11378,2024-02-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.504,False,Supervisory alert generated after three consecutive threshold breaches.
+11379,2024-02-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.363,False,Warning threshold updated for pilot predictive-maintenance model.
+11380,2024-02-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.7,False,Operator reported intermittent chatter on machine CNC-04.
+11381,2024-02-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Unbalanced load introduced cyclical pressure ripple.
+11382,2024-02-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.366,False,Humidity climbed during dock-door open period in afternoon shift.
+11383,2024-02-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.68,False,Short-lived packet loss observed at edge gateway gw-02.
+11384,2024-02-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.386,False,Vibration burst exceeds envelope during tool change cycle.
+11385,2024-02-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Maintenance crew confirmed lubrication interval was missed.
+11386,2024-02-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.668,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11387,2024-02-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.478,False,Packaging line stop reduced adjacent vibration background.
+11388,2024-02-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.316,False,Hydraulic line pressure oscillation detected under load.
+11389,2024-02-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.527,False,Packaging line stop reduced adjacent vibration background.
+11390,2024-02-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.792,False,Unbalanced load introduced cyclical pressure ripple.
+11391,2024-02-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Short-lived packet loss observed at edge gateway gw-02.
+11392,2024-02-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.701,False,Condensation warning cleared after dehumidifier ramp-up.
+11393,2024-02-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11394,2024-02-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.194,False,Sensor battery health remains nominal after firmware update.
+11395,2024-02-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.376,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11396,2024-02-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.027,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11397,2024-02-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Packaging line stop reduced adjacent vibration background.
+11398,2024-02-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.952,False,Edge collector replayed buffered events after network recovery.
+11399,2024-02-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Edge collector replayed buffered events after network recovery.
+11400,2024-02-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.015,False,Vibration baseline recovered after tool holder replacement.
+11401,2024-02-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.212,False,Hydraulic line pressure oscillation detected under load.
+11402,2024-02-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.733,False,Sensor heartbeat delayed by one interval after gateway retry.
+11403,2024-02-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.408,False,Pressure peak corresponds to oversized billet batch processing.
+11404,2024-02-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.666,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11405,2024-02-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.857,False,Edge collector replayed buffered events after network recovery.
+11406,2024-02-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.33,False,Sensor signal clipping observed during startup surge.
+11407,2024-02-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.741,False,Reliability engineer tagged sample window for model retraining.
+11408,2024-02-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.045,False,Dust extraction fan offline for 18 minutes on line finishing.
+11409,2024-02-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.337,False,Thermal overshoot event coincided with recipe change on furnace.
+11410,2024-02-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.963,False,Thermal ramp exceeded expected warmup curve before shift start.
+11411,2024-02-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.997,False,Reliability engineer tagged sample window for model retraining.
+11412,2024-02-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.345,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11413,2024-02-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Sensor battery health remains nominal after firmware update.
+11414,2024-02-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.186,False,Sensor signal clipping observed during startup surge.
+11415,2024-02-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.928,False,Dust extraction fan offline for 18 minutes on line finishing.
+11416,2024-02-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.486,False,Pressure peak corresponds to oversized billet batch processing.
+11417,2024-02-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.609,False,Temperature remained elevated during unscheduled overtime run.
+11418,2024-02-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.601,False,Machine throughput increase drove sustained pressure uplift.
+11419,2024-02-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Vibration harmonics broadened during extended production run.
+11420,2024-02-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.168,False,SCADA backfill inserted two delayed telemetry points.
+11421,2024-02-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Press cycle dwell time lengthened during high-volume batch.
+11422,2024-02-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.283,False,Thermal ramp exceeded expected warmup curve before shift start.
+11423,2024-02-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.463,False,Thermal overshoot event coincided with recipe change on furnace.
+11424,2024-02-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.552,False,Transient outlier matched forklift impact near cabinet wall.
+11425,2024-02-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.906,False,Warning threshold updated for pilot predictive-maintenance model.
+11426,2024-02-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.421,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11427,2024-02-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Machine throughput increase drove sustained pressure uplift.
+11428,2024-02-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.652,False,Machine throughput increase drove sustained pressure uplift.
+11429,2024-02-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11430,2024-02-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.05,False,Packaging line stop reduced adjacent vibration background.
+11431,2024-02-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.505,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11432,2024-02-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Humidity excursion near finishing booth during coating run.
+11433,2024-02-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11434,2024-02-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.848,False,Night shift startup produced higher than normal vibration floor.
+11435,2024-02-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.174,False,Anomaly review flagged possible bearing wear progression.
+11436,2024-02-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.348,False,Thermal overshoot event coincided with recipe change on furnace.
+11437,2024-02-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Pressure line purge completed before restart authorization.
+11438,2024-02-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.508,False,Coolant loop adjustment reduced chamber temperature spread.
+11439,2024-02-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.536,False,Temperature variance narrowed after coolant nozzle cleaning.
+11440,2024-02-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.742,False,Short-lived packet loss observed at edge gateway gw-02.
+11441,2024-02-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Humidity climbed during dock-door open period in afternoon shift.
+11442,2024-02-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.245,False,Quality hold reduced finishing booth activity for one shift.
+11443,2024-02-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.034,False,Humidity readings track seasonal rise across late spring.
+11444,2024-02-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.245,False,Temperature variance narrowed after coolant nozzle cleaning.
+11445,2024-02-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Pressure line purge completed before restart authorization.
+11446,2024-02-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.076,False,Hydraulic line pressure oscillation detected under load.
+11447,2024-02-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Night shift startup produced higher than normal vibration floor.
+11448,2024-02-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.558,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11449,2024-02-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Temperature remained elevated during unscheduled overtime run.
+11450,2024-02-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.662,False,Pressure settled back to nominal after valve reseat.
+11451,2024-02-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11452,2024-02-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.665,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11453,2024-02-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11454,2024-02-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.62,False,Operator reported intermittent chatter on machine CNC-04.
+11455,2024-02-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Coolant loop adjustment reduced chamber temperature spread.
+11456,2024-02-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.182,False,Bearing temperature rising faster than baseline on spindle cell.
+11457,2024-02-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.991,False,Shift handoff note referenced unusual noise near press enclosure.
+11458,2024-02-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.515,False,Thermal ramp exceeded expected warmup curve before shift start.
+11459,2024-02-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.813,False,Humidity excursion near finishing booth during coating run.
+11460,2024-02-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.388,False,Night shift startup produced higher than normal vibration floor.
+11461,2024-02-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Short-lived packet loss observed at edge gateway gw-02.
+11462,2024-02-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.109,False,Temperature remained elevated during unscheduled overtime run.
+11463,2024-02-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11464,2024-02-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.094,False,Maintenance note logged for coupling imbalance inspection.
+11465,2024-02-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.574,False,Machine idle period extended during planned sanitation window.
+11466,2024-02-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.573,False,Night shift startup produced higher than normal vibration floor.
+11467,2024-02-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.772,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11468,2024-02-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.678,False,Vibration burst exceeds envelope during tool change cycle.
+11469,2024-02-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Humidity climbed during dock-door open period in afternoon shift.
+11470,2024-02-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.207,False,Warning threshold updated for pilot predictive-maintenance model.
+11471,2024-02-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.248,False,Maintenance crew confirmed lubrication interval was missed.
+11472,2024-02-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.784,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11473,2024-02-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.634,False,Sensor heartbeat delayed by one interval after gateway retry.
+11474,2024-02-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.464,False,Short-lived packet loss observed at edge gateway gw-02.
+11475,2024-02-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.999,False,Calibration check overdue by 11 days for press-line transducer.
+11476,2024-02-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.66,False,Thermal ramp exceeded expected warmup curve before shift start.
+11477,2024-02-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.072,False,Reliability engineer tagged sample window for model retraining.
+11478,2024-02-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.707,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11479,2024-02-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.125,False,Thermal overshoot event coincided with recipe change on furnace.
+11480,2024-02-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.931,False,Vibration baseline recovered after tool holder replacement.
+11481,2024-02-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.213,False,Hydraulic line pressure oscillation detected under load.
+11482,2024-02-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.486,False,Sensor enclosure opened for manual calibration verification.
+11483,2024-02-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11484,2024-02-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.703,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11485,2024-02-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.077,False,Temporary gateway failover completed without data loss.
+11486,2024-02-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.782,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11487,2024-02-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.371,False,Sensor battery health remains nominal after firmware update.
+11488,2024-02-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.431,False,Calibration check overdue by 11 days for press-line transducer.
+11489,2024-02-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11490,2024-02-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.003,False,Warning threshold updated for pilot predictive-maintenance model.
+11491,2024-02-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Calibration check overdue by 11 days for press-line transducer.
+11492,2024-02-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.494,False,Pressure peak corresponds to oversized billet batch processing.
+11493,2024-02-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Pressure settled back to nominal after valve reseat.
+11494,2024-02-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.184,False,Sensor enclosure opened for manual calibration verification.
+11495,2024-02-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.998,False,Coolant loop adjustment reduced chamber temperature spread.
+11496,2024-02-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.125,False,Sensor battery health remains nominal after firmware update.
+11497,2024-02-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.953,False,Thermal ramp exceeded expected warmup curve before shift start.
+11498,2024-02-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.235,False,Maintenance note logged for coupling imbalance inspection.
+11499,2024-02-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,SCADA backfill inserted two delayed telemetry points.
+11500,2024-02-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.79,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11501,2024-02-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.733,False,Night shift startup produced higher than normal vibration floor.
+11502,2024-02-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.119,False,Machine throughput increase drove sustained pressure uplift.
+11503,2024-02-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.868,False,Bearing temperature rising faster than baseline on spindle cell.
+11504,2024-02-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.462,False,Vibration harmonics broadened during extended production run.
+11505,2024-02-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11506,2024-02-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.072,False,Quality team requested trace review for lot 24-118B.
+11507,2024-02-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.587,False,Humidity readings track seasonal rise across late spring.
+11508,2024-02-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11509,2024-02-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Sensor enclosure opened for manual calibration verification.
+11510,2024-02-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11511,2024-02-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.526,False,Night shift startup produced higher than normal vibration floor.
+11512,2024-02-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.712,False,Operator reset acknowledged after red-tag inspection.
+11513,2024-02-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.251,False,Sensor heartbeat delayed by one interval after gateway retry.
+11514,2024-02-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.482,False,Press cycle dwell time lengthened during high-volume batch.
+11515,2024-02-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.695,False,Air handler maintenance reduced humidity variance on finishing line.
+11516,2024-02-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.251,False,Operator reported intermittent chatter on machine CNC-04.
+11517,2024-02-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.523,False,Machine throughput increase drove sustained pressure uplift.
+11518,2024-02-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.399,False,Sensor battery health remains nominal after firmware update.
+11519,2024-02-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.056,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11520,2024-02-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.968,False,Pressure settled back to nominal after valve reseat.
+11521,2024-02-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Coolant loop adjustment reduced chamber temperature spread.
+11522,2024-02-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11523,2024-02-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.985,False,Operator reset acknowledged after red-tag inspection.
+11524,2024-02-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.773,False,Condensation warning cleared after dehumidifier ramp-up.
+11525,2024-02-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.34,False,Unbalanced load introduced cyclical pressure ripple.
+11526,2024-02-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.665,False,Temperature remained elevated during unscheduled overtime run.
+11527,2024-02-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.048,False,Humidity excursion near finishing booth during coating run.
+11528,2024-02-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.021,False,Transient outlier matched forklift impact near cabinet wall.
+11529,2024-02-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.726,False,Sensor enclosure opened for manual calibration verification.
+11530,2024-02-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.849,False,Supervisory alert generated after three consecutive threshold breaches.
+11531,2024-02-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Pressure line purge completed before restart authorization.
+11532,2024-02-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.029,False,Operator reported intermittent chatter on machine CNC-04.
+11533,2024-02-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Night shift startup produced higher than normal vibration floor.
+11534,2024-02-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.876,False,Vibration burst exceeds envelope during tool change cycle.
+11535,2024-02-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.387,False,Pressure line purge completed before restart authorization.
+11536,2024-02-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.948,False,Thermal ramp exceeded expected warmup curve before shift start.
+11537,2024-02-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.742,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11538,2024-02-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.244,False,Condensation warning cleared after dehumidifier ramp-up.
+11539,2024-02-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.476,False,Pressure line purge completed before restart authorization.
+11540,2024-02-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.859,False,Operator reset acknowledged after red-tag inspection.
+11541,2024-02-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Maintenance crew confirmed lubrication interval was missed.
+11542,2024-02-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.553,False,Night shift startup produced higher than normal vibration floor.
+11543,2024-02-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Pressure line purge completed before restart authorization.
+11544,2024-02-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.794,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11545,2024-02-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.427,False,Sensor enclosure opened for manual calibration verification.
+11546,2024-02-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.516,False,Pressure peak corresponds to oversized billet batch processing.
+11547,2024-02-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.287,False,Maintenance note logged for coupling imbalance inspection.
+11548,2024-02-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.227,False,Humidity readings track seasonal rise across late spring.
+11549,2024-02-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11550,2024-02-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.065,False,Quality team requested trace review for lot 24-118B.
+11551,2024-02-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,Supervisory alert generated after three consecutive threshold breaches.
+11552,2024-02-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.935,False,Condensation warning cleared after dehumidifier ramp-up.
+11553,2024-02-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Unbalanced load introduced cyclical pressure ripple.
+11554,2024-02-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.003,False,Pressure settled back to nominal after valve reseat.
+11555,2024-02-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.271,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11556,2024-02-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.665,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11557,2024-02-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Temperature variance narrowed after coolant nozzle cleaning.
+11558,2024-02-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.816,False,Supervisory alert generated after three consecutive threshold breaches.
+11559,2024-02-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Machine throughput increase drove sustained pressure uplift.
+11560,2024-02-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11561,2024-02-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.057,False,Sensor signal clipping observed during startup surge.
+11562,2024-02-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.439,False,Packaging line stop reduced adjacent vibration background.
+11563,2024-02-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Temporary gateway failover completed without data loss.
+11564,2024-02-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.191,False,Thermal overshoot event coincided with recipe change on furnace.
+11565,2024-02-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.19,False,Sensor heartbeat delayed by one interval after gateway retry.
+11566,2024-02-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.309,False,Operator reset acknowledged after red-tag inspection.
+11567,2024-02-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.625,False,Calibration check overdue by 11 days for press-line transducer.
+11568,2024-02-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.342,False,Pressure peak corresponds to oversized billet batch processing.
+11569,2024-02-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Maintenance scheduler deferred calibration due to spare shortage.
+11570,2024-02-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.433,False,Temperature remained elevated during unscheduled overtime run.
+11571,2024-02-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Maintenance scheduler deferred calibration due to spare shortage.
+11572,2024-02-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.445,False,Shift handoff note referenced unusual noise near press enclosure.
+11573,2024-02-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Reliability engineer tagged sample window for model retraining.
+11574,2024-02-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.045,False,Transient outlier matched forklift impact near cabinet wall.
+11575,2024-02-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Short-lived packet loss observed at edge gateway gw-02.
+11576,2024-02-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.269,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11577,2024-02-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Maintenance scheduler deferred calibration due to spare shortage.
+11578,2024-02-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,83.574,False,Packaging line stop reduced adjacent vibration background.
+11579,2024-02-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.788,False,Machine throughput increase drove sustained pressure uplift.
+11580,2024-02-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.672,False,Vibration burst exceeds envelope during tool change cycle.
+11581,2024-02-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11582,2024-02-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.702,False,Calibration check overdue by 11 days for press-line transducer.
+11583,2024-02-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11584,2024-02-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.736,False,Press cycle dwell time lengthened during high-volume batch.
+11585,2024-02-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.977,False,Machine idle period extended during planned sanitation window.
+11586,2024-02-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.639,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11587,2024-02-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.298,False,Pressure settled back to nominal after valve reseat.
+11588,2024-02-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.125,False,Temperature remained elevated during unscheduled overtime run.
+11589,2024-02-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Calibration check overdue by 11 days for press-line transducer.
+11590,2024-02-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.742,False,Anomaly review flagged possible bearing wear progression.
+11591,2024-02-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Temporary gateway failover completed without data loss.
+11592,2024-02-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.959,False,Pressure settled back to nominal after valve reseat.
+11593,2024-02-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.593,False,Vibration baseline recovered after tool holder replacement.
+11594,2024-02-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.187,False,Quality team requested trace review for lot 24-118B.
+11595,2024-02-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.596,False,Shift handoff note referenced unusual noise near press enclosure.
+11596,2024-02-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Reliability engineer tagged sample window for model retraining.
+11597,2024-02-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Anomaly review flagged possible bearing wear progression.
+11598,2024-02-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.726,False,Temperature variance narrowed after coolant nozzle cleaning.
+11599,2024-02-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.428,False,Pressure peak corresponds to oversized billet batch processing.
+11600,2024-02-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.247,False,Hydraulic line pressure oscillation detected under load.
+11601,2024-02-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.633,False,Thermal ramp exceeded expected warmup curve before shift start.
+11602,2024-02-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.255,False,Coolant loop adjustment reduced chamber temperature spread.
+11603,2024-02-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.112,False,Coolant loop adjustment reduced chamber temperature spread.
+11604,2024-02-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,53.592,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11605,2024-02-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.491,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11606,2024-02-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.643,False,Supervisory alert generated after three consecutive threshold breaches.
+11607,2024-02-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.141,False,Operator reset acknowledged after red-tag inspection.
+11608,2024-02-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.096,False,Operator reset acknowledged after red-tag inspection.
+11609,2024-02-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.118,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11610,2024-02-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.882,False,Hydraulic line pressure oscillation detected under load.
+11611,2024-02-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.653,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11612,2024-02-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.185,False,Unbalanced load introduced cyclical pressure ripple.
+11613,2024-02-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Pressure peak corresponds to oversized billet batch processing.
+11614,2024-02-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.924,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11615,2024-02-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.223,False,Air handler maintenance reduced humidity variance on finishing line.
+11616,2024-02-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.102,False,Sensor heartbeat delayed by one interval after gateway retry.
+11617,2024-02-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.098,False,Pressure peak corresponds to oversized billet batch processing.
+11618,2024-02-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.729,False,Coolant loop adjustment reduced chamber temperature spread.
+11619,2024-02-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.571,False,Pressure peak corresponds to oversized billet batch processing.
+11620,2024-02-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.403,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11621,2024-02-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.165,False,Machine idle period extended during planned sanitation window.
+11622,2024-02-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.456,False,Packaging line stop reduced adjacent vibration background.
+11623,2024-02-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Vibration burst exceeds envelope during tool change cycle.
+11624,2024-02-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.828,False,SCADA backfill inserted two delayed telemetry points.
+11625,2024-02-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.816,False,Temperature remained elevated during unscheduled overtime run.
+11626,2024-02-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.458,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11627,2024-02-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11628,2024-02-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.51,False,Quality hold reduced finishing booth activity for one shift.
+11629,2024-02-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.063,False,Vibration baseline recovered after tool holder replacement.
+11630,2024-02-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.984,False,Unbalanced load introduced cyclical pressure ripple.
+11631,2024-02-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.811,False,Calibration check overdue by 11 days for press-line transducer.
+11632,2024-02-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Pressure peak corresponds to oversized billet batch processing.
+11633,2024-02-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.566,False,Packaging line stop reduced adjacent vibration background.
+11634,2024-02-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.927,False,Maintenance crew confirmed lubrication interval was missed.
+11635,2024-02-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.022,False,Maintenance scheduler deferred calibration due to spare shortage.
+11636,2024-02-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.651,False,Maintenance scheduler deferred calibration due to spare shortage.
+11637,2024-02-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Maintenance note logged for coupling imbalance inspection.
+11638,2024-02-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.146,False,Quality hold reduced finishing booth activity for one shift.
+11639,2024-02-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.343,False,Humidity climbed during dock-door open period in afternoon shift.
+11640,2024-02-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,52.857,False,Thermal ramp exceeded expected warmup curve before shift start.
+11641,2024-02-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.52,False,Edge collector replayed buffered events after network recovery.
+11642,2024-02-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.063,False,Humidity excursion near finishing booth during coating run.
+11643,2024-02-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.481,False,Maintenance note logged for coupling imbalance inspection.
+11644,2024-02-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.738,False,SCADA backfill inserted two delayed telemetry points.
+11645,2024-02-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Humidity climbed during dock-door open period in afternoon shift.
+11646,2024-02-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.237,False,Temporary gateway failover completed without data loss.
+11647,2024-02-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.038,False,Operator reported intermittent chatter on machine CNC-04.
+11648,2024-02-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.595,False,Humidity excursion near finishing booth during coating run.
+11649,2024-02-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Temperature variance narrowed after coolant nozzle cleaning.
+11650,2024-02-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.752,False,Bearing temperature rising faster than baseline on spindle cell.
+11651,2024-02-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Humidity climbed during dock-door open period in afternoon shift.
+11652,2024-02-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.081,False,Edge collector replayed buffered events after network recovery.
+11653,2024-02-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Unbalanced load introduced cyclical pressure ripple.
+11654,2024-02-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.16,False,Calibration check overdue by 11 days for press-line transducer.
+11655,2024-02-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Humidity excursion near finishing booth during coating run.
+11656,2024-02-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.254,False,Reliability engineer tagged sample window for model retraining.
+11657,2024-02-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Maintenance note logged for coupling imbalance inspection.
+11658,2024-02-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.984,False,Vibration harmonics broadened during extended production run.
+11659,2024-02-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.109,False,Bearing temperature rising faster than baseline on spindle cell.
+11660,2024-02-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.17,False,Maintenance crew confirmed lubrication interval was missed.
+11661,2024-02-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.651,False,Temperature remained elevated during unscheduled overtime run.
+11662,2024-02-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.748,False,Quality hold reduced finishing booth activity for one shift.
+11663,2024-02-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.463,False,Thermal ramp exceeded expected warmup curve before shift start.
+11664,2024-02-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.522,False,Transient outlier matched forklift impact near cabinet wall.
+11665,2024-02-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.198,False,Operator reported intermittent chatter on machine CNC-04.
+11666,2024-02-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.357,False,Humidity climbed during dock-door open period in afternoon shift.
+11667,2024-02-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Quality team requested trace review for lot 24-118B.
+11668,2024-02-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.453,False,Vibration burst exceeds envelope during tool change cycle.
+11669,2024-02-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,SCADA backfill inserted two delayed telemetry points.
+11670,2024-02-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.775,False,Dust extraction fan offline for 18 minutes on line finishing.
+11671,2024-02-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,Sensor heartbeat delayed by one interval after gateway retry.
+11672,2024-02-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.669,False,Humidity readings track seasonal rise across late spring.
+11673,2024-02-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Sensor heartbeat delayed by one interval after gateway retry.
+11674,2024-02-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.515,False,Pressure line purge completed before restart authorization.
+11675,2024-02-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.397,False,Maintenance crew confirmed lubrication interval was missed.
+11676,2024-02-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.933,False,Pressure line purge completed before restart authorization.
+11677,2024-02-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11678,2024-02-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.718,False,Pressure line purge completed before restart authorization.
+11679,2024-02-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.646,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11680,2024-02-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.4,False,Maintenance crew confirmed lubrication interval was missed.
+11681,2024-02-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.169,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11682,2024-02-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.967,False,Humidity readings track seasonal rise across late spring.
+11683,2024-02-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Bearing temperature rising faster than baseline on spindle cell.
+11684,2024-02-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.763,False,Vibration baseline recovered after tool holder replacement.
+11685,2024-02-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.646,False,Machine idle period extended during planned sanitation window.
+11686,2024-02-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.24,False,Pressure peak corresponds to oversized billet batch processing.
+11687,2024-02-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.691,False,Packaging line stop reduced adjacent vibration background.
+11688,2024-02-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.551,False,Hydraulic line pressure oscillation detected under load.
+11689,2024-02-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.093,False,Maintenance crew confirmed lubrication interval was missed.
+11690,2024-02-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.624,False,Operator reset acknowledged after red-tag inspection.
+11691,2024-02-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.009,False,Temperature variance narrowed after coolant nozzle cleaning.
+11692,2024-02-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.728,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11693,2024-02-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11694,2024-02-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.633,False,Edge collector replayed buffered events after network recovery.
+11695,2024-02-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.702,False,Operator reset acknowledged after red-tag inspection.
+11696,2024-02-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.879,False,Coolant loop adjustment reduced chamber temperature spread.
+11697,2024-02-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11698,2024-02-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.107,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11699,2024-02-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11700,2024-02-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.991,False,Reliability engineer tagged sample window for model retraining.
+11701,2024-02-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Sensor enclosure opened for manual calibration verification.
+11702,2024-02-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.76,False,Warning threshold updated for pilot predictive-maintenance model.
+11703,2024-02-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.931,False,Shift handoff note referenced unusual noise near press enclosure.
+11704,2024-02-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.784,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11705,2024-02-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Unbalanced load introduced cyclical pressure ripple.
+11706,2024-02-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.817,False,Quality hold reduced finishing booth activity for one shift.
+11707,2024-02-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Quality hold reduced finishing booth activity for one shift.
+11708,2024-02-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.475,False,Maintenance note logged for coupling imbalance inspection.
+11709,2024-02-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Humidity readings track seasonal rise across late spring.
+11710,2024-02-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Vibration burst exceeds envelope during tool change cycle.
+11711,2024-02-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11712,2024-02-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.007,False,Coolant loop adjustment reduced chamber temperature spread.
+11713,2024-02-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.476,False,Pressure settled back to nominal after valve reseat.
+11714,2024-02-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.163,False,Condensation warning cleared after dehumidifier ramp-up.
+11715,2024-02-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.616,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11716,2024-02-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.264,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11717,2024-02-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.849,False,Shift handoff note referenced unusual noise near press enclosure.
+11718,2024-02-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.857,False,Temperature variance narrowed after coolant nozzle cleaning.
+11719,2024-02-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11720,2024-02-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.765,False,Sensor heartbeat delayed by one interval after gateway retry.
+11721,2024-02-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.696,False,Air handler maintenance reduced humidity variance on finishing line.
+11722,2024-02-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.696,False,Humidity readings track seasonal rise across late spring.
+11723,2024-02-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.789,False,Sensor battery health remains nominal after firmware update.
+11724,2024-02-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.018,False,Thermal overshoot event coincided with recipe change on furnace.
+11725,2024-02-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.326,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11726,2024-02-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.364,False,Vibration burst exceeds envelope during tool change cycle.
+11727,2024-02-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.899,False,Vibration baseline recovered after tool holder replacement.
+11728,2024-02-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.096,False,Vibration harmonics broadened during extended production run.
+11729,2024-02-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Condensation warning cleared after dehumidifier ramp-up.
+11730,2024-02-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.147,False,Telemetry quality flag downgraded during sensor self-test window.
+11731,2024-02-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Operator reset acknowledged after red-tag inspection.
+11732,2024-02-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.504,False,Maintenance note logged for coupling imbalance inspection.
+11733,2024-02-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.192,False,Temperature variance narrowed after coolant nozzle cleaning.
+11734,2024-02-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.61,False,Supervisory alert generated after three consecutive threshold breaches.
+11735,2024-02-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Machine throughput increase drove sustained pressure uplift.
+11736,2024-02-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.506,False,Night shift startup produced higher than normal vibration floor.
+11737,2024-02-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Press cycle dwell time lengthened during high-volume batch.
+11738,2024-02-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.054,False,Vibration harmonics broadened during extended production run.
+11739,2024-02-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.511,False,Packaging line stop reduced adjacent vibration background.
+11740,2024-02-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.91,False,Pressure line purge completed before restart authorization.
+11741,2024-02-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.976,False,Humidity baseline improved after seal replacement.
+11742,2024-02-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.028,False,Vibration baseline recovered after tool holder replacement.
+11743,2024-02-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.332,False,Operator reported intermittent chatter on machine CNC-04.
+11744,2024-02-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.707,False,Air handler maintenance reduced humidity variance on finishing line.
+11745,2024-02-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Calibration check overdue by 11 days for press-line transducer.
+11746,2024-02-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.043,False,Reliability engineer tagged sample window for model retraining.
+11747,2024-02-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11748,2024-02-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.574,False,Calibration check overdue by 11 days for press-line transducer.
+11749,2024-02-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Humidity readings track seasonal rise across late spring.
+11750,2024-02-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.711,False,Edge collector replayed buffered events after network recovery.
+11751,2024-02-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.772,False,Humidity readings track seasonal rise across late spring.
+11752,2024-02-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.615,False,Temporary gateway failover completed without data loss.
+11753,2024-02-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.128,False,Sensor battery health remains nominal after firmware update.
+11754,2024-02-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.159,False,Packaging line stop reduced adjacent vibration background.
+11755,2024-02-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.661,False,Warning threshold updated for pilot predictive-maintenance model.
+11756,2024-02-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.458,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11757,2024-02-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.254,False,Vibration harmonics broadened during extended production run.
+11758,2024-02-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.596,False,Reliability engineer tagged sample window for model retraining.
+11759,2024-02-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Hydraulic line pressure oscillation detected under load.
+11760,2024-02-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.006,False,Operator reported intermittent chatter on machine CNC-04.
+11761,2024-02-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.19,False,Vibration baseline recovered after tool holder replacement.
+11762,2024-02-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.998,False,Machine idle period extended during planned sanitation window.
+11763,2024-02-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.507,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11764,2024-02-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.54,False,Humidity climbed during dock-door open period in afternoon shift.
+11765,2024-02-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.842,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11766,2024-02-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.588,False,Sensor battery health remains nominal after firmware update.
+11767,2024-02-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.932,False,Machine throughput increase drove sustained pressure uplift.
+11768,2024-02-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.232,False,Pressure settled back to nominal after valve reseat.
+11769,2024-02-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Machine idle period extended during planned sanitation window.
+11770,2024-02-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.282,False,Press cycle dwell time lengthened during high-volume batch.
+11771,2024-02-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Machine idle period extended during planned sanitation window.
+11772,2024-02-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.182,False,Sensor enclosure opened for manual calibration verification.
+11773,2024-02-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.942,False,Condensation warning cleared after dehumidifier ramp-up.
+11774,2024-02-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.546,False,Quality hold reduced finishing booth activity for one shift.
+11775,2024-02-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11776,2024-02-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.479,False,Air handler maintenance reduced humidity variance on finishing line.
+11777,2024-02-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.352,False,Humidity excursion near finishing booth during coating run.
+11778,2024-02-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.6,False,Unbalanced load introduced cyclical pressure ripple.
+11779,2024-02-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Maintenance scheduler deferred calibration due to spare shortage.
+11780,2024-02-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.649,False,Coolant loop adjustment reduced chamber temperature spread.
+11781,2024-02-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.159,False,Transient outlier matched forklift impact near cabinet wall.
+11782,2024-02-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Operator reported intermittent chatter on machine CNC-04.
+11783,2024-02-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.146,False,Pressure peak corresponds to oversized billet batch processing.
+11784,2024-02-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.905,False,Calibration check overdue by 11 days for press-line transducer.
+11785,2024-02-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.222,False,Temporary gateway failover completed without data loss.
+11786,2024-02-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.135,False,Humidity readings track seasonal rise across late spring.
+11787,2024-02-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.955,False,Sensor heartbeat delayed by one interval after gateway retry.
+11788,2024-02-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.233,False,Pressure line purge completed before restart authorization.
+11789,2024-02-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Supervisory alert generated after three consecutive threshold breaches.
+11790,2024-02-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.979,False,Thermal overshoot event coincided with recipe change on furnace.
+11791,2024-02-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.119,False,Shift handoff note referenced unusual noise near press enclosure.
+11792,2024-02-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.33,False,Air handler maintenance reduced humidity variance on finishing line.
+11793,2024-02-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11794,2024-02-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11795,2024-02-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.72,False,Operator reset acknowledged after red-tag inspection.
+11796,2024-02-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.658,False,Bearing temperature rising faster than baseline on spindle cell.
+11797,2024-02-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Anomaly review flagged possible bearing wear progression.
+11798,2024-02-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11799,2024-02-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.423,False,Press cycle dwell time lengthened during high-volume batch.
+11800,2024-02-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.836,False,Sensor heartbeat delayed by one interval after gateway retry.
+11801,2024-02-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Condensation warning cleared after dehumidifier ramp-up.
+11802,2024-02-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.088,False,Packaging line stop reduced adjacent vibration background.
+11803,2024-02-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.338,False,Quality hold reduced finishing booth activity for one shift.
+11804,2024-02-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.492,False,Sensor heartbeat delayed by one interval after gateway retry.
+11805,2024-02-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.605,False,Operator reported intermittent chatter on machine CNC-04.
+11806,2024-02-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.408,False,Humidity baseline improved after seal replacement.
+11807,2024-02-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Edge collector replayed buffered events after network recovery.
+11808,2024-02-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.064,False,Humidity climbed during dock-door open period in afternoon shift.
+11809,2024-02-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Maintenance crew confirmed lubrication interval was missed.
+11810,2024-02-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.359,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11811,2024-02-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.819,False,Packaging line stop reduced adjacent vibration background.
+11812,2024-02-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.765,False,Packaging line stop reduced adjacent vibration background.
+11813,2024-02-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.565,False,Bearing temperature rising faster than baseline on spindle cell.
+11814,2024-02-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.93,False,Transient outlier matched forklift impact near cabinet wall.
+11815,2024-02-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Sensor battery health remains nominal after firmware update.
+11816,2024-02-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.169,False,Operator reset acknowledged after red-tag inspection.
+11817,2024-02-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Warning threshold updated for pilot predictive-maintenance model.
+11818,2024-02-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.977,False,Calibration check overdue by 11 days for press-line transducer.
+11819,2024-02-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Night shift startup produced higher than normal vibration floor.
+11820,2024-02-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.803,False,Operator reported intermittent chatter on machine CNC-04.
+11821,2024-02-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.826,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11822,2024-02-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.113,False,Edge collector replayed buffered events after network recovery.
+11823,2024-02-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Humidity baseline improved after seal replacement.
+11824,2024-02-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.859,False,Dust extraction fan offline for 18 minutes on line finishing.
+11825,2024-02-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Humidity readings track seasonal rise across late spring.
+11826,2024-02-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.121,False,Unbalanced load introduced cyclical pressure ripple.
+11827,2024-02-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.928,False,Vibration burst exceeds envelope during tool change cycle.
+11828,2024-02-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.346,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11829,2024-02-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.676,False,Anomaly review flagged possible bearing wear progression.
+11830,2024-02-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.732,False,SCADA backfill inserted two delayed telemetry points.
+11831,2024-02-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.408,False,Temperature variance narrowed after coolant nozzle cleaning.
+11832,2024-02-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.957,False,Reliability engineer tagged sample window for model retraining.
+11833,2024-02-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.397,False,SCADA backfill inserted two delayed telemetry points.
+11834,2024-02-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.923,False,Vibration harmonics broadened during extended production run.
+11835,2024-02-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Unbalanced load introduced cyclical pressure ripple.
+11836,2024-02-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.665,False,Machine throughput increase drove sustained pressure uplift.
+11837,2024-02-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.236,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11838,2024-02-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.047,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11839,2024-02-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.988,False,Vibration baseline recovered after tool holder replacement.
+11840,2024-02-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.043,False,Warning threshold updated for pilot predictive-maintenance model.
+11841,2024-02-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Calibration check overdue by 11 days for press-line transducer.
+11842,2024-02-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.256,False,Humidity climbed during dock-door open period in afternoon shift.
+11843,2024-02-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Pressure line purge completed before restart authorization.
+11844,2024-02-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.043,False,Condensation warning cleared after dehumidifier ramp-up.
+11845,2024-02-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.1,False,Temperature remained elevated during unscheduled overtime run.
+11846,2024-02-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.564,False,Edge collector replayed buffered events after network recovery.
+11847,2024-02-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.259,False,Temperature remained elevated during unscheduled overtime run.
+11848,2024-02-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.813,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11849,2024-02-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Bearing temperature rising faster than baseline on spindle cell.
+11850,2024-02-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Transient outlier matched forklift impact near cabinet wall.
+11851,2024-02-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.957,False,Vibration harmonics broadened during extended production run.
+11852,2024-02-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.13,False,Temporary gateway failover completed without data loss.
+11853,2024-02-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.378,False,Operator reset acknowledged after red-tag inspection.
+11854,2024-02-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.232,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11855,2024-02-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.091,False,Unbalanced load introduced cyclical pressure ripple.
+11856,2024-02-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.554,False,Machine throughput increase drove sustained pressure uplift.
+11857,2024-02-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Calibration check overdue by 11 days for press-line transducer.
+11858,2024-02-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.746,False,Humidity climbed during dock-door open period in afternoon shift.
+11859,2024-02-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.665,False,Night shift startup produced higher than normal vibration floor.
+11860,2024-02-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.165,False,Maintenance note logged for coupling imbalance inspection.
+11861,2024-02-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.529,False,Air handler maintenance reduced humidity variance on finishing line.
+11862,2024-02-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.541,False,Thermal overshoot event coincided with recipe change on furnace.
+11863,2024-02-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11864,2024-02-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.957,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11865,2024-02-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Press cycle dwell time lengthened during high-volume batch.
+11866,2024-02-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.559,False,Machine idle period extended during planned sanitation window.
+11867,2024-02-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.779,False,Sensor heartbeat delayed by one interval after gateway retry.
+11868,2024-02-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.521,False,Operator reported intermittent chatter on machine CNC-04.
+11869,2024-02-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Hydraulic line pressure oscillation detected under load.
+11870,2024-02-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.786,False,Operator reset acknowledged after red-tag inspection.
+11871,2024-02-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.253,False,Humidity baseline improved after seal replacement.
+11872,2024-02-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.895,False,Maintenance scheduler deferred calibration due to spare shortage.
+11873,2024-02-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.189,False,Vibration burst exceeds envelope during tool change cycle.
+11874,2024-02-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11875,2024-02-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Vibration baseline recovered after tool holder replacement.
+11876,2024-02-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.324,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11877,2024-02-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.431,False,Sensor enclosure opened for manual calibration verification.
+11878,2024-02-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.354,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11879,2024-02-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.351,False,Maintenance crew confirmed lubrication interval was missed.
+11880,2024-02-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.226,False,Machine throughput increase drove sustained pressure uplift.
+11881,2024-02-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Unbalanced load introduced cyclical pressure ripple.
+11882,2024-02-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.034,False,Reliability engineer tagged sample window for model retraining.
+11883,2024-02-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temporary gateway failover completed without data loss.
+11884,2024-02-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.108,False,Pressure settled back to nominal after valve reseat.
+11885,2024-02-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.748,False,Unbalanced load introduced cyclical pressure ripple.
+11886,2024-02-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.31,False,Vibration harmonics broadened during extended production run.
+11887,2024-02-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.942,False,Operator reset acknowledged after red-tag inspection.
+11888,2024-02-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.849,False,Air handler maintenance reduced humidity variance on finishing line.
+11889,2024-02-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.527,False,Condensation warning cleared after dehumidifier ramp-up.
+11890,2024-02-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.82,False,Humidity climbed during dock-door open period in afternoon shift.
+11891,2024-02-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.818,False,Temperature variance narrowed after coolant nozzle cleaning.
+11892,2024-02-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.435,False,Edge collector replayed buffered events after network recovery.
+11893,2024-02-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.675,False,Vibration baseline recovered after tool holder replacement.
+11894,2024-02-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.232,False,Maintenance scheduler deferred calibration due to spare shortage.
+11895,2024-02-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.067,False,Thermal overshoot event coincided with recipe change on furnace.
+11896,2024-02-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.686,False,Supervisory alert generated after three consecutive threshold breaches.
+11897,2024-02-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.539,False,Humidity excursion near finishing booth during coating run.
+11898,2024-02-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
+11899,2024-02-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.567,False,Pressure settled back to nominal after valve reseat.
+11900,2024-02-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.56,False,Thermal ramp exceeded expected warmup curve before shift start.
+11901,2024-02-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Maintenance scheduler deferred calibration due to spare shortage.
+11902,2024-02-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.601,False,Operator reported intermittent chatter on machine CNC-04.
+11903,2024-02-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.323,False,Bearing temperature rising faster than baseline on spindle cell.
+11904,2024-02-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.173,False,Air handler maintenance reduced humidity variance on finishing line.
+11905,2024-02-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Thermal overshoot event coincided with recipe change on furnace.
+11906,2024-02-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.443,False,Quality team requested trace review for lot 24-118B.
+11907,2024-02-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Sensor enclosure opened for manual calibration verification.
+11908,2024-02-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.736,False,Maintenance crew confirmed lubrication interval was missed.
+11909,2024-02-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.236,False,Vibration baseline recovered after tool holder replacement.
+11910,2024-02-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.712,False,Machine idle period extended during planned sanitation window.
+11911,2024-02-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.985,False,Pressure settled back to nominal after valve reseat.
+11912,2024-02-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.917,False,Vibration baseline recovered after tool holder replacement.
+11913,2024-02-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.672,False,Transient outlier matched forklift impact near cabinet wall.
+11914,2024-02-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.296,False,Machine idle period extended during planned sanitation window.
+11915,2024-02-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.551,False,Condensation warning cleared after dehumidifier ramp-up.
+11916,2024-02-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11917,2024-02-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.603,False,Sensor heartbeat delayed by one interval after gateway retry.
+11918,2024-02-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.028,False,Heat-treat furnace door cycling increased localized temperature spikes.
+11919,2024-02-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.378,False,Maintenance note logged for coupling imbalance inspection.
+11920,2024-02-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.713,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11921,2024-02-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Temperature remained elevated during unscheduled overtime run.
+11922,2024-02-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.628,False,Bearing temperature rising faster than baseline on spindle cell.
+11923,2024-02-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,SCADA backfill inserted two delayed telemetry points.
+11924,2024-02-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.226,False,Anomaly review flagged possible bearing wear progression.
+11925,2024-02-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Vibration baseline recovered after tool holder replacement.
+11926,2024-02-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.08,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11927,2024-02-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Humidity climbed during dock-door open period in afternoon shift.
+11928,2024-02-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.992,False,Operator reported intermittent chatter on machine CNC-04.
+11929,2024-02-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.066,False,Sensor heartbeat delayed by one interval after gateway retry.
+11930,2024-02-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.651,False,Sensor heartbeat delayed by one interval after gateway retry.
+11931,2024-02-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Compressed air fluctuation introduced pressure noise for two cycles.
+11932,2024-02-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.897,False,Air handler maintenance reduced humidity variance on finishing line.
+11933,2024-02-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Night shift startup produced higher than normal vibration floor.
+11934,2024-02-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.251,False,Unbalanced load introduced cyclical pressure ripple.
+11935,2024-02-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.146,False,Supervisory alert generated after three consecutive threshold breaches.
+11936,2024-02-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.827,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+11937,2024-02-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Maintenance note logged for coupling imbalance inspection.
+11938,2024-02-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.965,False,Temperature variance narrowed after coolant nozzle cleaning.
+11939,2024-02-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.6,False,Machine throughput increase drove sustained pressure uplift.
+11940,2024-02-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.358,False,Thermal overshoot event coincided with recipe change on furnace.
+11941,2024-02-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Bearing temperature rising faster than baseline on spindle cell.
+11942,2024-02-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.567,False,Temperature variance narrowed after coolant nozzle cleaning.
+11943,2024-02-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.383,False,Temperature remained elevated during unscheduled overtime run.
+11944,2024-02-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11945,2024-02-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Air handler maintenance reduced humidity variance on finishing line.
+11946,2024-02-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.836,False,Reliability engineer tagged sample window for model retraining.
+11947,2024-02-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.493,False,Coolant loop adjustment reduced chamber temperature spread.
+11948,2024-02-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.895,False,Pressure settled back to nominal after valve reseat.
+11949,2024-02-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Anomaly review flagged possible bearing wear progression.
+11950,2024-02-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.806,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+11951,2024-02-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.066,False,Maintenance note logged for coupling imbalance inspection.
+11952,2024-02-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.82,False,Pressure line purge completed before restart authorization.
+11953,2024-02-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Sensor signal clipping observed during startup surge.
+11954,2024-02-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.142,False,Coolant loop adjustment reduced chamber temperature spread.
+11955,2024-02-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.56,False,Reliability engineer tagged sample window for model retraining.
+11956,2024-02-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.904,False,Packaging line stop reduced adjacent vibration background.
+11957,2024-02-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Reliability engineer tagged sample window for model retraining.
+11958,2024-02-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.878,False,Calibration check overdue by 11 days for press-line transducer.
+11959,2024-02-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Temperature remained elevated during unscheduled overtime run.
+11960,2024-02-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.811,False,Quality team requested trace review for lot 24-118B.
+11961,2024-02-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.07,False,Pressure settled back to nominal after valve reseat.
+11962,2024-02-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Vibration harmonics broadened during extended production run.
+11963,2024-02-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Temperature variance narrowed after coolant nozzle cleaning.
+11964,2024-02-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.594,False,Machine throughput increase drove sustained pressure uplift.
+11965,2024-02-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Maintenance note logged for coupling imbalance inspection.
+11966,2024-02-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.168,False,Air handler maintenance reduced humidity variance on finishing line.
+11967,2024-02-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.144,False,Sensor heartbeat delayed by one interval after gateway retry.
+11968,2024-02-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.508,False,Thermal overshoot event coincided with recipe change on furnace.
+11969,2024-02-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Unbalanced load introduced cyclical pressure ripple.
+11970,2024-02-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.864,False,Maintenance crew confirmed lubrication interval was missed.
+11971,2024-02-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.828,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+11972,2024-02-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.308,False,Sensor enclosure opened for manual calibration verification.
+11973,2024-02-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.443,False,Temporary gateway failover completed without data loss.
+11974,2024-02-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.006,False,Vibration burst exceeds envelope during tool change cycle.
+11975,2024-02-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Edge collector replayed buffered events after network recovery.
+11976,2024-02-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.642,False,Hydraulic line pressure oscillation detected under load.
+11977,2024-02-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.826,False,Sensor signal clipping observed during startup surge.
+11978,2024-02-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.222,False,Dust extraction fan offline for 18 minutes on line finishing.
+11979,2024-02-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.698,False,Vibration harmonics broadened during extended production run.
+11980,2024-02-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.656,False,Quality hold reduced finishing booth activity for one shift.
+11981,2024-02-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Vibration burst exceeds envelope during tool change cycle.
+11982,2024-02-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.604,False,Ambient temperature stabilized after HVAC stage-two engagement.
+11983,2024-02-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Shift handoff note referenced unusual noise near press enclosure.
+11984,2024-02-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.612,False,Vibration baseline recovered after tool holder replacement.
+11985,2024-02-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.358,False,Anomaly review flagged possible bearing wear progression.
+11986,2024-02-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Calibration check overdue by 11 days for press-line transducer.
+11987,2024-02-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Shift handoff note referenced unusual noise near press enclosure.
+11988,2024-02-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.559,False,Humidity readings track seasonal rise across late spring.
+11989,2024-02-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.041,False,Unbalanced load introduced cyclical pressure ripple.
+11990,2024-02-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.681,False,Sensor heartbeat delayed by one interval after gateway retry.
+11991,2024-02-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.422,False,Unbalanced load introduced cyclical pressure ripple.
+11992,2024-02-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.771,False,Transient outlier matched forklift impact near cabinet wall.
+11993,2024-02-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.093,False,Sensor enclosure opened for manual calibration verification.
+11994,2024-02-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.374,False,Anomaly review flagged possible bearing wear progression.
+11995,2024-02-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.65,False,Operator reset acknowledged after red-tag inspection.
+11996,2024-02-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.16,False,Pressure settled back to nominal after valve reseat.
+11997,2024-02-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.97,False,Pressure line purge completed before restart authorization.
+11998,2024-02-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.527,False,Short-lived packet loss observed at edge gateway gw-02.
+11999,2024-02-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.929,False,Transient outlier matched forklift impact near cabinet wall.
+12000,2024-02-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.823,False,Temperature variance narrowed after coolant nozzle cleaning.
+12001,2024-02-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Coolant loop adjustment reduced chamber temperature spread.
+12002,2024-02-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.083,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12003,2024-02-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12004,2024-02-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.609,False,Reliability engineer tagged sample window for model retraining.
+12005,2024-02-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Maintenance note logged for coupling imbalance inspection.
+12006,2024-02-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.941,False,Humidity readings track seasonal rise across late spring.
+12007,2024-02-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.59,False,Temperature remained elevated during unscheduled overtime run.
+12008,2024-02-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.324,False,Condensation warning cleared after dehumidifier ramp-up.
+12009,2024-02-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.881,False,Quality team requested trace review for lot 24-118B.
+12010,2024-02-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.456,False,Humidity baseline improved after seal replacement.
+12011,2024-02-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.839,False,Unbalanced load introduced cyclical pressure ripple.
+12012,2024-02-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.93,False,Vibration burst exceeds envelope during tool change cycle.
+12013,2024-02-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.957,False,Shift handoff note referenced unusual noise near press enclosure.
+12014,2024-02-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.546,False,Maintenance crew confirmed lubrication interval was missed.
+12015,2024-02-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Coolant loop adjustment reduced chamber temperature spread.
+12016,2024-02-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.551,False,Dust extraction fan offline for 18 minutes on line finishing.
+12017,2024-02-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.221,False,Thermal overshoot event coincided with recipe change on furnace.
+12018,2024-02-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.413,False,Maintenance crew confirmed lubrication interval was missed.
+12019,2024-02-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.637,False,Warning threshold updated for pilot predictive-maintenance model.
+12020,2024-02-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.26,False,Packaging line stop reduced adjacent vibration background.
+12021,2024-02-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.937,False,Pressure peak corresponds to oversized billet batch processing.
+12022,2024-02-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.706,False,Bearing temperature rising faster than baseline on spindle cell.
+12023,2024-02-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.138,False,Machine idle period extended during planned sanitation window.
+12024,2024-02-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.705,False,Quality hold reduced finishing booth activity for one shift.
+12025,2024-02-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Bearing temperature rising faster than baseline on spindle cell.
+12026,2024-02-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Machine idle period extended during planned sanitation window.
+12027,2024-02-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.135,False,Machine throughput increase drove sustained pressure uplift.
+12028,2024-02-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.273,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12029,2024-02-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.713,False,Quality hold reduced finishing booth activity for one shift.
+12030,2024-02-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.827,False,Machine throughput increase drove sustained pressure uplift.
+12031,2024-02-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.723,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12032,2024-02-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.949,False,Pressure settled back to nominal after valve reseat.
+12033,2024-02-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.221,False,Sensor heartbeat delayed by one interval after gateway retry.
+12034,2024-02-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.934,False,Temperature variance narrowed after coolant nozzle cleaning.
+12035,2024-02-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.111,False,Coolant loop adjustment reduced chamber temperature spread.
+12036,2024-02-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.21,False,Edge collector replayed buffered events after network recovery.
+12037,2024-02-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.548,False,Sensor heartbeat delayed by one interval after gateway retry.
+12038,2024-02-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.245,False,Sensor heartbeat delayed by one interval after gateway retry.
+12039,2024-02-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.59,False,Sensor signal clipping observed during startup surge.
+12040,2024-02-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.036,False,Sensor signal clipping observed during startup surge.
+12041,2024-02-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Humidity climbed during dock-door open period in afternoon shift.
+12042,2024-02-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.43,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12043,2024-02-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.573,False,Calibration check overdue by 11 days for press-line transducer.
+12044,2024-02-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.434,False,Sensor heartbeat delayed by one interval after gateway retry.
+12045,2024-02-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Maintenance crew confirmed lubrication interval was missed.
+12046,2024-02-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.31,False,Warning threshold updated for pilot predictive-maintenance model.
+12047,2024-02-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Warning threshold updated for pilot predictive-maintenance model.
+12048,2024-02-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.926,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12049,2024-02-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Press cycle dwell time lengthened during high-volume batch.
+12050,2024-02-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.355,False,Vibration burst exceeds envelope during tool change cycle.
+12051,2024-02-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.908,False,Operator reset acknowledged after red-tag inspection.
+12052,2024-02-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.535,False,Shift handoff note referenced unusual noise near press enclosure.
+12053,2024-02-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Machine idle period extended during planned sanitation window.
+12054,2024-02-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Condensation warning cleared after dehumidifier ramp-up.
+12055,2024-02-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.056,False,Sensor heartbeat delayed by one interval after gateway retry.
+12056,2024-02-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.077,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12057,2024-02-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Pressure line purge completed before restart authorization.
+12058,2024-02-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.086,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12059,2024-02-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Operator reset acknowledged after red-tag inspection.
+12060,2024-02-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.866,False,Thermal ramp exceeded expected warmup curve before shift start.
+12061,2024-02-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Machine throughput increase drove sustained pressure uplift.
+12062,2024-02-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.201,False,Maintenance scheduler deferred calibration due to spare shortage.
+12063,2024-02-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.656,False,Hydraulic line pressure oscillation detected under load.
+12064,2024-02-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.833,False,Humidity climbed during dock-door open period in afternoon shift.
+12065,2024-02-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.813,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12066,2024-02-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.3,False,Packaging line stop reduced adjacent vibration background.
+12067,2024-02-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.092,False,Coolant loop adjustment reduced chamber temperature spread.
+12068,2024-02-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.288,False,Pressure line purge completed before restart authorization.
+12069,2024-02-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Vibration harmonics broadened during extended production run.
+12070,2024-02-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.809,False,Shift handoff note referenced unusual noise near press enclosure.
+12071,2024-02-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Maintenance scheduler deferred calibration due to spare shortage.
+12072,2024-02-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.603,False,Operator reset acknowledged after red-tag inspection.
+12073,2024-02-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.574,False,Thermal ramp exceeded expected warmup curve before shift start.
+12074,2024-02-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.588,False,Machine idle period extended during planned sanitation window.
+12075,2024-02-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.847,False,Sensor heartbeat delayed by one interval after gateway retry.
+12076,2024-02-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.857,False,Operator reset acknowledged after red-tag inspection.
+12077,2024-02-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12078,2024-02-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.931,False,Maintenance crew confirmed lubrication interval was missed.
+12079,2024-02-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.049,False,Machine idle period extended during planned sanitation window.
+12080,2024-02-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.105,False,Edge collector replayed buffered events after network recovery.
+12081,2024-02-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.306,False,Reliability engineer tagged sample window for model retraining.
+12082,2024-02-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.416,False,Shift handoff note referenced unusual noise near press enclosure.
+12083,2024-02-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.508,False,Packaging line stop reduced adjacent vibration background.
+12084,2024-02-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.565,False,Unbalanced load introduced cyclical pressure ripple.
+12085,2024-02-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.047,False,Temperature remained elevated during unscheduled overtime run.
+12086,2024-02-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.997,False,SCADA backfill inserted two delayed telemetry points.
+12087,2024-02-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.408,False,Operator reset acknowledged after red-tag inspection.
+12088,2024-02-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.098,False,Thermal overshoot event coincided with recipe change on furnace.
+12089,2024-02-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.422,False,Vibration harmonics broadened during extended production run.
+12090,2024-02-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.583,False,Pressure peak corresponds to oversized billet batch processing.
+12091,2024-02-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.123,False,Operator reset acknowledged after red-tag inspection.
+12092,2024-02-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.087,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12093,2024-02-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,Night shift startup produced higher than normal vibration floor.
+12094,2024-02-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.279,False,Humidity excursion near finishing booth during coating run.
+12095,2024-02-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.445,False,Edge collector replayed buffered events after network recovery.
+12096,2024-02-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.028,False,Quality team requested trace review for lot 24-118B.
+12097,2024-02-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Vibration burst exceeds envelope during tool change cycle.
+12098,2024-02-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.361,False,Maintenance scheduler deferred calibration due to spare shortage.
+12099,2024-02-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Vibration burst exceeds envelope during tool change cycle.
+12100,2024-02-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.018,False,Shift handoff note referenced unusual noise near press enclosure.
+12101,2024-02-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Sensor battery health remains nominal after firmware update.
+12102,2024-02-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12103,2024-02-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.193,False,Condensation warning cleared after dehumidifier ramp-up.
+12104,2024-02-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.283,False,Bearing temperature rising faster than baseline on spindle cell.
+12105,2024-02-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Press cycle dwell time lengthened during high-volume batch.
+12106,2024-02-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.93,False,Anomaly review flagged possible bearing wear progression.
+12107,2024-02-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.125,False,Sensor battery health remains nominal after firmware update.
+12108,2024-02-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.736,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12109,2024-02-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12110,2024-02-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.345,False,Bearing temperature rising faster than baseline on spindle cell.
+12111,2024-02-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.583,False,Temperature remained elevated during unscheduled overtime run.
+12112,2024-02-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.812,False,Night shift startup produced higher than normal vibration floor.
+12113,2024-02-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.663,False,Humidity baseline improved after seal replacement.
+12114,2024-02-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.718,False,Vibration burst exceeds envelope during tool change cycle.
+12115,2024-02-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.961,False,Thermal ramp exceeded expected warmup curve before shift start.
+12116,2024-02-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.357,False,Humidity climbed during dock-door open period in afternoon shift.
+12117,2024-02-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Maintenance scheduler deferred calibration due to spare shortage.
+12118,2024-02-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.128,False,Anomaly review flagged possible bearing wear progression.
+12119,2024-02-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.732,False,Condensation warning cleared after dehumidifier ramp-up.
+12120,2024-02-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.811,False,Humidity readings track seasonal rise across late spring.
+12121,2024-02-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12122,2024-02-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.227,False,Calibration check overdue by 11 days for press-line transducer.
+12123,2024-02-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.038,False,Humidity readings track seasonal rise across late spring.
+12124,2024-02-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.434,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12125,2024-02-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.849,False,Vibration harmonics broadened during extended production run.
+12126,2024-02-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.635,False,Air handler maintenance reduced humidity variance on finishing line.
+12127,2024-02-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.306,False,Sensor enclosure opened for manual calibration verification.
+12128,2024-02-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.417,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12129,2024-02-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.44,False,Shift handoff note referenced unusual noise near press enclosure.
+12130,2024-02-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.39,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12131,2024-02-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.139,False,Sensor signal clipping observed during startup surge.
+12132,2024-02-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.295,False,Unbalanced load introduced cyclical pressure ripple.
+12133,2024-02-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12134,2024-02-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.172,False,Hydraulic line pressure oscillation detected under load.
+12135,2024-02-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.096,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12136,2024-02-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.89,False,Press cycle dwell time lengthened during high-volume batch.
+12137,2024-02-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12138,2024-02-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.938,False,Warning threshold updated for pilot predictive-maintenance model.
+12139,2024-02-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.948,False,Humidity readings track seasonal rise across late spring.
+12140,2024-02-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.326,False,SCADA backfill inserted two delayed telemetry points.
+12141,2024-02-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12142,2024-02-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.334,False,Humidity readings track seasonal rise across late spring.
+12143,2024-02-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.658,False,Temporary gateway failover completed without data loss.
+12144,2024-02-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.382,False,Temporary gateway failover completed without data loss.
+12145,2024-02-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.866,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12146,2024-02-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.53,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12147,2024-02-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.393,False,Thermal overshoot event coincided with recipe change on furnace.
+12148,2024-02-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.748,False,Air handler maintenance reduced humidity variance on finishing line.
+12149,2024-02-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12150,2024-02-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.825,False,Hydraulic line pressure oscillation detected under load.
+12151,2024-02-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Machine idle period extended during planned sanitation window.
+12152,2024-02-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.739,False,Operator reported intermittent chatter on machine CNC-04.
+12153,2024-02-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Maintenance scheduler deferred calibration due to spare shortage.
+12154,2024-02-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.784,False,Maintenance crew confirmed lubrication interval was missed.
+12155,2024-02-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Thermal ramp exceeded expected warmup curve before shift start.
+12156,2024-02-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.328,False,Quality team requested trace review for lot 24-118B.
+12157,2024-02-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12158,2024-02-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.416,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12159,2024-02-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.231,False,Vibration harmonics broadened during extended production run.
+12160,2024-02-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.854,False,Transient outlier matched forklift impact near cabinet wall.
+12161,2024-02-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.582,False,Operator reset acknowledged after red-tag inspection.
+12162,2024-02-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Transient outlier matched forklift impact near cabinet wall.
+12163,2024-02-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.425,False,Telemetry quality flag downgraded during sensor self-test window.
+12164,2024-02-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.389,False,Humidity readings track seasonal rise across late spring.
+12165,2024-02-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Coolant loop adjustment reduced chamber temperature spread.
+12166,2024-02-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.146,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12167,2024-02-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Quality hold reduced finishing booth activity for one shift.
+12168,2024-02-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,56.15,False,Humidity readings track seasonal rise across late spring.
+12169,2024-02-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Short-lived packet loss observed at edge gateway gw-02.
+12170,2024-02-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.309,False,Reliability engineer tagged sample window for model retraining.
+12171,2024-02-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Quality team requested trace review for lot 24-118B.
+12172,2024-02-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.226,False,Shift handoff note referenced unusual noise near press enclosure.
+12173,2024-02-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.066,False,Vibration harmonics broadened during extended production run.
+12174,2024-02-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.01,False,Calibration check overdue by 11 days for press-line transducer.
+12175,2024-02-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.947,False,Sensor heartbeat delayed by one interval after gateway retry.
+12176,2024-02-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.708,False,Thermal overshoot event coincided with recipe change on furnace.
+12177,2024-02-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.282,False,Sensor signal clipping observed during startup surge.
+12178,2024-02-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.329,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12179,2024-02-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Condensation warning cleared after dehumidifier ramp-up.
+12180,2024-02-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.17,False,Pressure peak corresponds to oversized billet batch processing.
+12181,2024-02-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Telemetry quality flag downgraded during sensor self-test window.
+12182,2024-02-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.162,False,Temperature remained elevated during unscheduled overtime run.
+12183,2024-02-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.468,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12184,2024-02-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.128,False,Vibration burst exceeds envelope during tool change cycle.
+12185,2024-02-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.435,False,Sensor battery health remains nominal after firmware update.
+12186,2024-02-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.515,False,Supervisory alert generated after three consecutive threshold breaches.
+12187,2024-02-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12188,2024-02-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.144,False,Press cycle dwell time lengthened during high-volume batch.
+12189,2024-02-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.881,False,Maintenance scheduler deferred calibration due to spare shortage.
+12190,2024-02-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.311,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12191,2024-02-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Telemetry quality flag downgraded during sensor self-test window.
+12192,2024-02-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.466,False,Sensor signal clipping observed during startup surge.
+12193,2024-02-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.943,False,Vibration harmonics broadened during extended production run.
+12194,2024-02-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.418,False,Anomaly review flagged possible bearing wear progression.
+12195,2024-02-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Dust extraction fan offline for 18 minutes on line finishing.
+12196,2024-02-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.576,False,Humidity baseline improved after seal replacement.
+12197,2024-02-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.89,False,SCADA backfill inserted two delayed telemetry points.
+12198,2024-02-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.217,False,Thermal overshoot event coincided with recipe change on furnace.
+12199,2024-02-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Packaging line stop reduced adjacent vibration background.
+12200,2024-02-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.454,False,Machine throughput increase drove sustained pressure uplift.
+12201,2024-02-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Supervisory alert generated after three consecutive threshold breaches.
+12202,2024-02-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.765,False,Operator reset acknowledged after red-tag inspection.
+12203,2024-02-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.211,False,Shift handoff note referenced unusual noise near press enclosure.
+12204,2024-02-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.366,False,Calibration check overdue by 11 days for press-line transducer.
+12205,2024-02-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Humidity excursion near finishing booth during coating run.
+12206,2024-02-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12207,2024-02-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.764,False,Hydraulic line pressure oscillation detected under load.
+12208,2024-02-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.387,False,Maintenance crew confirmed lubrication interval was missed.
+12209,2024-02-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.969,False,Shift handoff note referenced unusual noise near press enclosure.
+12210,2024-02-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.221,False,Pressure peak corresponds to oversized billet batch processing.
+12211,2024-02-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Sensor battery health remains nominal after firmware update.
+12212,2024-02-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.743,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12213,2024-02-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Vibration burst exceeds envelope during tool change cycle.
+12214,2024-02-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.391,False,Humidity climbed during dock-door open period in afternoon shift.
+12215,2024-02-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.011,False,Packaging line stop reduced adjacent vibration background.
+12216,2024-02-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.096,False,Vibration burst exceeds envelope during tool change cycle.
+12217,2024-02-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.941,False,Machine throughput increase drove sustained pressure uplift.
+12218,2024-02-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.092,False,Pressure settled back to nominal after valve reseat.
+12219,2024-02-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.484,False,Air handler maintenance reduced humidity variance on finishing line.
+12220,2024-02-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.748,False,Quality hold reduced finishing booth activity for one shift.
+12221,2024-02-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Thermal overshoot event coincided with recipe change on furnace.
+12222,2024-02-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.114,False,Maintenance scheduler deferred calibration due to spare shortage.
+12223,2024-02-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Thermal overshoot event coincided with recipe change on furnace.
+12224,2024-02-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.87,False,Telemetry quality flag downgraded during sensor self-test window.
+12225,2024-02-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.64,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12226,2024-02-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.044,False,Machine throughput increase drove sustained pressure uplift.
+12227,2024-02-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.665,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12228,2024-02-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.875,False,Machine throughput increase drove sustained pressure uplift.
+12229,2024-02-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.247,False,Shift handoff note referenced unusual noise near press enclosure.
+12230,2024-02-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.667,False,Sensor enclosure opened for manual calibration verification.
+12231,2024-02-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.961,False,Pressure peak corresponds to oversized billet batch processing.
+12232,2024-02-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.667,False,Pressure line purge completed before restart authorization.
+12233,2024-02-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.058,False,Humidity readings track seasonal rise across late spring.
+12234,2024-02-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.952,False,Temperature remained elevated during unscheduled overtime run.
+12235,2024-02-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Sensor heartbeat delayed by one interval after gateway retry.
+12236,2024-02-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.037,False,Machine throughput increase drove sustained pressure uplift.
+12237,2024-02-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.02,False,Operator reset acknowledged after red-tag inspection.
+12238,2024-02-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.247,False,Humidity excursion near finishing booth during coating run.
+12239,2024-02-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.831,False,Vibration burst exceeds envelope during tool change cycle.
+12240,2024-02-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.846,False,Transient outlier matched forklift impact near cabinet wall.
+12241,2024-02-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Humidity excursion near finishing booth during coating run.
+12242,2024-02-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.113,False,Night shift startup produced higher than normal vibration floor.
+12243,2024-02-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.567,False,Shift handoff note referenced unusual noise near press enclosure.
+12244,2024-02-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.336,False,Transient outlier matched forklift impact near cabinet wall.
+12245,2024-02-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Edge collector replayed buffered events after network recovery.
+12246,2024-02-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.847,False,Humidity baseline improved after seal replacement.
+12247,2024-02-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.964,False,Night shift startup produced higher than normal vibration floor.
+12248,2024-02-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.278,False,SCADA backfill inserted two delayed telemetry points.
+12249,2024-02-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12250,2024-02-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.074,False,Humidity climbed during dock-door open period in afternoon shift.
+12251,2024-02-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.247,False,Sensor enclosure opened for manual calibration verification.
+12252,2024-02-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.907,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12253,2024-02-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Sensor battery health remains nominal after firmware update.
+12254,2024-02-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.324,False,Unbalanced load introduced cyclical pressure ripple.
+12255,2024-02-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.532,False,Machine throughput increase drove sustained pressure uplift.
+12256,2024-02-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.387,False,Calibration check overdue by 11 days for press-line transducer.
+12257,2024-02-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.365,False,Press cycle dwell time lengthened during high-volume batch.
+12258,2024-02-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.223,False,Machine idle period extended during planned sanitation window.
+12259,2024-02-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.949,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12260,2024-02-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.347,False,Edge collector replayed buffered events after network recovery.
+12261,2024-02-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Short-lived packet loss observed at edge gateway gw-02.
+12262,2024-02-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.114,False,Vibration harmonics broadened during extended production run.
+12263,2024-02-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.435,False,Bearing temperature rising faster than baseline on spindle cell.
+12264,2024-02-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.207,False,Bearing temperature rising faster than baseline on spindle cell.
+12265,2024-02-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.317,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12266,2024-02-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.18,False,Temporary gateway failover completed without data loss.
+12267,2024-02-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.791,False,Anomaly review flagged possible bearing wear progression.
+12268,2024-02-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.855,False,Machine throughput increase drove sustained pressure uplift.
+12269,2024-02-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.616,False,Humidity excursion near finishing booth during coating run.
+12270,2024-02-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.952,False,Temperature variance narrowed after coolant nozzle cleaning.
+12271,2024-02-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Warning threshold updated for pilot predictive-maintenance model.
+12272,2024-02-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.27,False,Quality hold reduced finishing booth activity for one shift.
+12273,2024-02-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Edge collector replayed buffered events after network recovery.
+12274,2024-02-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.647,False,Air handler maintenance reduced humidity variance on finishing line.
+12275,2024-02-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Coolant loop adjustment reduced chamber temperature spread.
+12276,2024-02-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.065,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12277,2024-02-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.821,False,Humidity baseline improved after seal replacement.
+12278,2024-02-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12279,2024-02-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.103,False,Coolant loop adjustment reduced chamber temperature spread.
+12280,2024-02-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.406,False,Short-lived packet loss observed at edge gateway gw-02.
+12281,2024-02-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.821,False,Thermal ramp exceeded expected warmup curve before shift start.
+12282,2024-02-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.456,False,Unbalanced load introduced cyclical pressure ripple.
+12283,2024-02-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.01,False,Air handler maintenance reduced humidity variance on finishing line.
+12284,2024-02-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.244,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12285,2024-02-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Air handler maintenance reduced humidity variance on finishing line.
+12286,2024-02-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.422,False,Thermal ramp exceeded expected warmup curve before shift start.
+12287,2024-02-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.141,False,Pressure peak corresponds to oversized billet batch processing.
+12288,2024-02-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.122,False,Unbalanced load introduced cyclical pressure ripple.
+12289,2024-02-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.694,False,Sensor enclosure opened for manual calibration verification.
+12290,2024-02-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.949,False,Humidity readings track seasonal rise across late spring.
+12291,2024-02-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Short-lived packet loss observed at edge gateway gw-02.
+12292,2024-02-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.753,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12293,2024-02-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.449,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12294,2024-02-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.632,False,Supervisory alert generated after three consecutive threshold breaches.
+12295,2024-02-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Pressure line purge completed before restart authorization.
+12296,2024-02-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Packaging line stop reduced adjacent vibration background.
+12297,2024-02-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.008,False,Night shift startup produced higher than normal vibration floor.
+12298,2024-02-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.473,False,Temperature variance narrowed after coolant nozzle cleaning.
+12299,2024-02-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.101,False,Anomaly review flagged possible bearing wear progression.
+12300,2024-02-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.194,False,Anomaly review flagged possible bearing wear progression.
+12301,2024-02-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.213,False,Thermal overshoot event coincided with recipe change on furnace.
+12302,2024-02-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.702,False,Humidity baseline improved after seal replacement.
+12303,2024-02-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Dust extraction fan offline for 18 minutes on line finishing.
+12304,2024-02-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.332,False,Warning threshold updated for pilot predictive-maintenance model.
+12305,2024-02-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.237,False,Operator reported intermittent chatter on machine CNC-04.
+12306,2024-02-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12307,2024-02-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.603,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12308,2024-02-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.725,False,Telemetry quality flag downgraded during sensor self-test window.
+12309,2024-02-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Telemetry quality flag downgraded during sensor self-test window.
+12310,2024-02-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.746,False,Reliability engineer tagged sample window for model retraining.
+12311,2024-02-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.532,False,Quality hold reduced finishing booth activity for one shift.
+12312,2024-02-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.237,False,Night shift startup produced higher than normal vibration floor.
+12313,2024-02-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Vibration harmonics broadened during extended production run.
+12314,2024-02-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.955,False,Sensor signal clipping observed during startup surge.
+12315,2024-02-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Temperature variance narrowed after coolant nozzle cleaning.
+12316,2024-02-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12317,2024-02-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Telemetry quality flag downgraded during sensor self-test window.
+12318,2024-02-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.095,False,Air handler maintenance reduced humidity variance on finishing line.
+12319,2024-02-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Temperature remained elevated during unscheduled overtime run.
+12320,2024-02-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.813,False,Humidity climbed during dock-door open period in afternoon shift.
+12321,2024-02-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Anomaly review flagged possible bearing wear progression.
+12322,2024-02-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.698,False,Quality hold reduced finishing booth activity for one shift.
+12323,2024-02-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.764,False,Quality team requested trace review for lot 24-118B.
+12324,2024-02-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.897,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12325,2024-02-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.471,False,Anomaly review flagged possible bearing wear progression.
+12326,2024-02-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.826,False,Edge collector replayed buffered events after network recovery.
+12327,2024-02-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.42,False,Calibration check overdue by 11 days for press-line transducer.
+12328,2024-02-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.76,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12329,2024-02-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Maintenance scheduler deferred calibration due to spare shortage.
+12330,2024-02-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.052,False,Pressure peak corresponds to oversized billet batch processing.
+12331,2024-02-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Shift handoff note referenced unusual noise near press enclosure.
+12332,2024-02-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.557,False,Operator reset acknowledged after red-tag inspection.
+12333,2024-02-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Shift handoff note referenced unusual noise near press enclosure.
+12334,2024-02-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.324,False,Condensation warning cleared after dehumidifier ramp-up.
+12335,2024-02-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.118,False,Vibration harmonics broadened during extended production run.
+12336,2024-02-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.882,False,Sensor signal clipping observed during startup surge.
+12337,2024-02-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Temperature variance narrowed after coolant nozzle cleaning.
+12338,2024-02-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12339,2024-02-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.183,False,Anomaly review flagged possible bearing wear progression.
+12340,2024-02-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.314,False,Humidity baseline improved after seal replacement.
+12341,2024-02-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.191,False,Machine throughput increase drove sustained pressure uplift.
+12342,2024-02-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.592,False,Machine idle period extended during planned sanitation window.
+12343,2024-02-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.053,False,Supervisory alert generated after three consecutive threshold breaches.
+12344,2024-02-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.166,False,Humidity baseline improved after seal replacement.
+12345,2024-02-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity excursion near finishing booth during coating run.
+12346,2024-02-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.815,False,Transient outlier matched forklift impact near cabinet wall.
+12347,2024-02-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.159,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12348,2024-02-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.095,False,Condensation warning cleared after dehumidifier ramp-up.
+12349,2024-02-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.421,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12350,2024-02-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.062,False,Bearing temperature rising faster than baseline on spindle cell.
+12351,2024-02-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.97,False,Operator reported intermittent chatter on machine CNC-04.
+12352,2024-02-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.461,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12353,2024-02-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.685,False,Operator reported intermittent chatter on machine CNC-04.
+12354,2024-02-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.75,False,Temporary gateway failover completed without data loss.
+12355,2024-02-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.534,False,Humidity readings track seasonal rise across late spring.
+12356,2024-02-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.832,False,Thermal ramp exceeded expected warmup curve before shift start.
+12357,2024-02-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.678,False,Coolant loop adjustment reduced chamber temperature spread.
+12358,2024-02-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.782,False,Bearing temperature rising faster than baseline on spindle cell.
+12359,2024-02-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12360,2024-02-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.25,False,Temperature remained elevated during unscheduled overtime run.
+12361,2024-02-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Machine throughput increase drove sustained pressure uplift.
+12362,2024-02-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.819,False,Unbalanced load introduced cyclical pressure ripple.
+12363,2024-02-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.704,False,Quality team requested trace review for lot 24-118B.
+12364,2024-02-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.559,False,Unbalanced load introduced cyclical pressure ripple.
+12365,2024-02-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.711,False,SCADA backfill inserted two delayed telemetry points.
+12366,2024-02-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.161,False,Quality team requested trace review for lot 24-118B.
+12367,2024-02-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.238,False,Sensor enclosure opened for manual calibration verification.
+12368,2024-02-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.645,False,Edge collector replayed buffered events after network recovery.
+12369,2024-02-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.778,False,Machine idle period extended during planned sanitation window.
+12370,2024-02-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.538,False,Calibration check overdue by 11 days for press-line transducer.
+12371,2024-02-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.013,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12372,2024-02-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.52,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12373,2024-02-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.309,False,Maintenance scheduler deferred calibration due to spare shortage.
+12374,2024-02-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.297,False,Maintenance crew confirmed lubrication interval was missed.
+12375,2024-02-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.143,False,Thermal ramp exceeded expected warmup curve before shift start.
+12376,2024-02-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.491,False,Vibration burst exceeds envelope during tool change cycle.
+12377,2024-02-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.439,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12378,2024-02-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.852,False,Vibration burst exceeds envelope during tool change cycle.
+12379,2024-02-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.976,False,Maintenance note logged for coupling imbalance inspection.
+12380,2024-02-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.33,False,Humidity excursion near finishing booth during coating run.
+12381,2024-02-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.971,False,Telemetry quality flag downgraded during sensor self-test window.
+12382,2024-02-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Coolant loop adjustment reduced chamber temperature spread.
+12383,2024-02-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Humidity climbed during dock-door open period in afternoon shift.
+12384,2024-02-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.784,False,Sensor signal clipping observed during startup surge.
+12385,2024-02-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Maintenance crew confirmed lubrication interval was missed.
+12386,2024-02-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.907,False,Machine throughput increase drove sustained pressure uplift.
+12387,2024-02-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor battery health remains nominal after firmware update.
+12388,2024-02-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.554,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12389,2024-02-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.952,False,Unbalanced load introduced cyclical pressure ripple.
+12390,2024-02-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.764,False,Quality team requested trace review for lot 24-118B.
+12391,2024-02-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.013,False,Maintenance note logged for coupling imbalance inspection.
+12392,2024-02-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.041,False,Maintenance note logged for coupling imbalance inspection.
+12393,2024-02-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.616,False,Telemetry quality flag downgraded during sensor self-test window.
+12394,2024-02-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.963,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12395,2024-02-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.493,False,Humidity baseline improved after seal replacement.
+12396,2024-02-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.527,False,Temperature variance narrowed after coolant nozzle cleaning.
+12397,2024-02-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Sensor battery health remains nominal after firmware update.
+12398,2024-02-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.436,False,Unbalanced load introduced cyclical pressure ripple.
+12399,2024-02-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.689,False,Shift handoff note referenced unusual noise near press enclosure.
+12400,2024-02-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.507,False,Pressure peak corresponds to oversized billet batch processing.
+12401,2024-02-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Air handler maintenance reduced humidity variance on finishing line.
+12402,2024-02-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.196,False,Quality team requested trace review for lot 24-118B.
+12403,2024-02-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.011,False,SCADA backfill inserted two delayed telemetry points.
+12404,2024-02-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.715,False,Temporary gateway failover completed without data loss.
+12405,2024-02-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.312,False,Maintenance crew confirmed lubrication interval was missed.
+12406,2024-02-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.191,False,Maintenance crew confirmed lubrication interval was missed.
+12407,2024-02-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.596,False,Maintenance crew confirmed lubrication interval was missed.
+12408,2024-02-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.795,False,Temporary gateway failover completed without data loss.
+12409,2024-02-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.1,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12410,2024-02-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.486,False,Short-lived packet loss observed at edge gateway gw-02.
+12411,2024-02-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Vibration harmonics broadened during extended production run.
+12412,2024-02-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.632,False,Condensation warning cleared after dehumidifier ramp-up.
+12413,2024-02-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.052,False,Dust extraction fan offline for 18 minutes on line finishing.
+12414,2024-02-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12415,2024-02-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Maintenance scheduler deferred calibration due to spare shortage.
+12416,2024-02-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.22,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12417,2024-02-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,SCADA backfill inserted two delayed telemetry points.
+12418,2024-02-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.983,False,Operator reported intermittent chatter on machine CNC-04.
+12419,2024-02-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12420,2024-02-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.114,False,Sensor signal clipping observed during startup surge.
+12421,2024-02-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Supervisory alert generated after three consecutive threshold breaches.
+12422,2024-02-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.26,False,Pressure line purge completed before restart authorization.
+12423,2024-02-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12424,2024-02-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.726,False,Pressure settled back to nominal after valve reseat.
+12425,2024-02-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.043,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12426,2024-02-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.76,False,Telemetry quality flag downgraded during sensor self-test window.
+12427,2024-02-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.456,False,Machine idle period extended during planned sanitation window.
+12428,2024-02-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Pressure settled back to nominal after valve reseat.
+12429,2024-02-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.245,False,Anomaly review flagged possible bearing wear progression.
+12430,2024-02-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.178,False,Humidity climbed during dock-door open period in afternoon shift.
+12431,2024-02-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.232,False,Packaging line stop reduced adjacent vibration background.
+12432,2024-02-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.796,False,Humidity excursion near finishing booth during coating run.
+12433,2024-02-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.515,False,Temperature variance narrowed after coolant nozzle cleaning.
+12434,2024-02-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.424,False,Reliability engineer tagged sample window for model retraining.
+12435,2024-02-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.991,False,Temperature variance narrowed after coolant nozzle cleaning.
+12436,2024-02-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.926,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12437,2024-02-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.932,False,Dust extraction fan offline for 18 minutes on line finishing.
+12438,2024-02-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.53,False,Humidity readings track seasonal rise across late spring.
+12439,2024-02-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.416,False,Dust extraction fan offline for 18 minutes on line finishing.
+12440,2024-02-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.812,False,Night shift startup produced higher than normal vibration floor.
+12441,2024-02-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Temporary gateway failover completed without data loss.
+12442,2024-02-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.226,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12443,2024-02-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.019,False,Condensation warning cleared after dehumidifier ramp-up.
+12444,2024-02-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.331,False,Machine throughput increase drove sustained pressure uplift.
+12445,2024-02-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.513,False,Sensor heartbeat delayed by one interval after gateway retry.
+12446,2024-02-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.292,False,Shift handoff note referenced unusual noise near press enclosure.
+12447,2024-02-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Shift handoff note referenced unusual noise near press enclosure.
+12448,2024-02-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.005,False,Pressure settled back to nominal after valve reseat.
+12449,2024-02-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.22,False,Pressure line purge completed before restart authorization.
+12450,2024-02-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.376,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12451,2024-02-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Thermal ramp exceeded expected warmup curve before shift start.
+12452,2024-02-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.25,False,Short-lived packet loss observed at edge gateway gw-02.
+12453,2024-02-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12454,2024-02-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.458,False,Vibration burst exceeds envelope during tool change cycle.
+12455,2024-02-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Warning threshold updated for pilot predictive-maintenance model.
+12456,2024-02-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.037,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12457,2024-02-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.171,False,Pressure line purge completed before restart authorization.
+12458,2024-02-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.717,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12459,2024-02-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.552,False,Thermal overshoot event coincided with recipe change on furnace.
+12460,2024-02-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.212,False,Reliability engineer tagged sample window for model retraining.
+12461,2024-02-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Sensor enclosure opened for manual calibration verification.
+12462,2024-02-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.289,False,Humidity baseline improved after seal replacement.
+12463,2024-02-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Operator reset acknowledged after red-tag inspection.
+12464,2024-02-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.633,False,Transient outlier matched forklift impact near cabinet wall.
+12465,2024-02-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.683,False,Temporary gateway failover completed without data loss.
+12466,2024-02-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.472,False,Sensor enclosure opened for manual calibration verification.
+12467,2024-02-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Humidity excursion near finishing booth during coating run.
+12468,2024-02-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.096,False,Operator reported intermittent chatter on machine CNC-04.
+12469,2024-02-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Temperature remained elevated during unscheduled overtime run.
+12470,2024-02-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.673,False,Pressure settled back to nominal after valve reseat.
+12471,2024-02-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.991,False,Vibration burst exceeds envelope during tool change cycle.
+12472,2024-02-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.815,False,SCADA backfill inserted two delayed telemetry points.
+12473,2024-02-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12474,2024-02-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.773,False,Quality team requested trace review for lot 24-118B.
+12475,2024-02-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.512,False,Maintenance crew confirmed lubrication interval was missed.
+12476,2024-02-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.858,False,Anomaly review flagged possible bearing wear progression.
+12477,2024-02-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.207,False,Maintenance crew confirmed lubrication interval was missed.
+12478,2024-02-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.503,False,Sensor heartbeat delayed by one interval after gateway retry.
+12479,2024-02-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.306,False,Temperature variance narrowed after coolant nozzle cleaning.
+12480,2024-02-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.331,False,Thermal ramp exceeded expected warmup curve before shift start.
+12481,2024-02-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Dust extraction fan offline for 18 minutes on line finishing.
+12482,2024-02-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.076,False,Machine idle period extended during planned sanitation window.
+12483,2024-02-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.732,False,Press cycle dwell time lengthened during high-volume batch.
+12484,2024-02-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.501,False,Warning threshold updated for pilot predictive-maintenance model.
+12485,2024-02-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Vibration harmonics broadened during extended production run.
+12486,2024-02-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.326,False,Maintenance note logged for coupling imbalance inspection.
+12487,2024-02-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.519,False,Maintenance note logged for coupling imbalance inspection.
+12488,2024-02-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.437,False,Hydraulic line pressure oscillation detected under load.
+12489,2024-02-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Bearing temperature rising faster than baseline on spindle cell.
+12490,2024-02-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.234,False,Calibration check overdue by 11 days for press-line transducer.
+12491,2024-02-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Shift handoff note referenced unusual noise near press enclosure.
+12492,2024-02-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.153,False,Humidity climbed during dock-door open period in afternoon shift.
+12493,2024-02-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12494,2024-02-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.205,False,Humidity excursion near finishing booth during coating run.
+12495,2024-02-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Telemetry quality flag downgraded during sensor self-test window.
+12496,2024-02-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.332,False,Press cycle dwell time lengthened during high-volume batch.
+12497,2024-02-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.623,False,Supervisory alert generated after three consecutive threshold breaches.
+12498,2024-02-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.325,False,Packaging line stop reduced adjacent vibration background.
+12499,2024-02-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.24,False,Quality hold reduced finishing booth activity for one shift.
+12500,2024-02-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.646,False,Calibration check overdue by 11 days for press-line transducer.
+12501,2024-02-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Pressure peak corresponds to oversized billet batch processing.
+12502,2024-02-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.794,False,Quality team requested trace review for lot 24-118B.
+12503,2024-02-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.609,False,Sensor enclosure opened for manual calibration verification.
+12504,2024-02-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.627,False,Quality hold reduced finishing booth activity for one shift.
+12505,2024-02-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Vibration burst exceeds envelope during tool change cycle.
+12506,2024-02-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.156,False,Machine throughput increase drove sustained pressure uplift.
+12507,2024-02-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.317,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12508,2024-02-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.286,False,Condensation warning cleared after dehumidifier ramp-up.
+12509,2024-02-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Sensor heartbeat delayed by one interval after gateway retry.
+12510,2024-02-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.438,False,Machine idle period extended during planned sanitation window.
+12511,2024-02-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.73,False,Transient outlier matched forklift impact near cabinet wall.
+12512,2024-02-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.996,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12513,2024-02-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Maintenance scheduler deferred calibration due to spare shortage.
+12514,2024-02-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.824,False,Thermal overshoot event coincided with recipe change on furnace.
+12515,2024-02-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Anomaly review flagged possible bearing wear progression.
+12516,2024-02-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.767,False,Air handler maintenance reduced humidity variance on finishing line.
+12517,2024-02-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.473,False,Operator reported intermittent chatter on machine CNC-04.
+12518,2024-02-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.614,False,Reliability engineer tagged sample window for model retraining.
+12519,2024-02-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.713,False,Vibration harmonics broadened during extended production run.
+12520,2024-02-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.397,False,Vibration burst exceeds envelope during tool change cycle.
+12521,2024-02-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.819,False,Press cycle dwell time lengthened during high-volume batch.
+12522,2024-02-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.598,False,Machine idle period extended during planned sanitation window.
+12523,2024-02-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,9.103,False,Humidity readings track seasonal rise across late spring.
+12524,2024-02-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.304,False,Transient outlier matched forklift impact near cabinet wall.
+12525,2024-02-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.33,False,Night shift startup produced higher than normal vibration floor.
+12526,2024-02-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.943,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12527,2024-02-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.587,False,Temperature variance narrowed after coolant nozzle cleaning.
+12528,2024-02-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.753,False,SCADA backfill inserted two delayed telemetry points.
+12529,2024-02-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12530,2024-02-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.433,False,Humidity readings track seasonal rise across late spring.
+12531,2024-02-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12532,2024-02-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.357,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12533,2024-02-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Anomaly review flagged possible bearing wear progression.
+12534,2024-02-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.374,False,Thermal ramp exceeded expected warmup curve before shift start.
+12535,2024-02-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.711,False,Sensor enclosure opened for manual calibration verification.
+12536,2024-02-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.458,False,Transient outlier matched forklift impact near cabinet wall.
+12537,2024-02-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Pressure peak corresponds to oversized billet batch processing.
+12538,2024-02-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.223,False,Temperature variance narrowed after coolant nozzle cleaning.
+12539,2024-02-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.6,False,Sensor heartbeat delayed by one interval after gateway retry.
+12540,2024-02-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.38,False,Supervisory alert generated after three consecutive threshold breaches.
+12541,2024-02-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12542,2024-02-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.303,False,Vibration burst exceeds envelope during tool change cycle.
+12543,2024-02-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.82,False,Pressure peak corresponds to oversized billet batch processing.
+12544,2024-02-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.968,False,Machine throughput increase drove sustained pressure uplift.
+12545,2024-02-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Operator reset acknowledged after red-tag inspection.
+12546,2024-02-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.498,False,Temporary gateway failover completed without data loss.
+12547,2024-02-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.361,False,Condensation warning cleared after dehumidifier ramp-up.
+12548,2024-02-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.143,False,Condensation warning cleared after dehumidifier ramp-up.
+12549,2024-02-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.248,False,Condensation warning cleared after dehumidifier ramp-up.
+12550,2024-02-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.187,False,Sensor heartbeat delayed by one interval after gateway retry.
+12551,2024-02-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.552,False,Sensor battery health remains nominal after firmware update.
+12552,2024-02-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.355,False,Humidity baseline improved after seal replacement.
+12553,2024-02-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Press cycle dwell time lengthened during high-volume batch.
+12554,2024-02-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.019,False,Unbalanced load introduced cyclical pressure ripple.
+12555,2024-02-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.705,False,Shift handoff note referenced unusual noise near press enclosure.
+12556,2024-02-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.234,False,Vibration harmonics broadened during extended production run.
+12557,2024-02-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.57,False,Dust extraction fan offline for 18 minutes on line finishing.
+12558,2024-02-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.68,False,Coolant loop adjustment reduced chamber temperature spread.
+12559,2024-02-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12560,2024-02-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.233,False,Anomaly review flagged possible bearing wear progression.
+12561,2024-02-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Sensor heartbeat delayed by one interval after gateway retry.
+12562,2024-02-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.814,False,Sensor enclosure opened for manual calibration verification.
+12563,2024-02-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Unbalanced load introduced cyclical pressure ripple.
+12564,2024-02-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.497,False,Machine idle period extended during planned sanitation window.
+12565,2024-02-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.678,False,Bearing temperature rising faster than baseline on spindle cell.
+12566,2024-02-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.506,False,Reliability engineer tagged sample window for model retraining.
+12567,2024-02-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Sensor signal clipping observed during startup surge.
+12568,2024-02-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.948,False,Vibration harmonics broadened during extended production run.
+12569,2024-02-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.708,False,Shift handoff note referenced unusual noise near press enclosure.
+12570,2024-02-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.819,False,Maintenance scheduler deferred calibration due to spare shortage.
+12571,2024-02-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Coolant loop adjustment reduced chamber temperature spread.
+12572,2024-02-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.106,False,Humidity baseline improved after seal replacement.
+12573,2024-02-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Humidity baseline improved after seal replacement.
+12574,2024-02-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.416,False,Machine throughput increase drove sustained pressure uplift.
+12575,2024-02-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.954,False,Bearing temperature rising faster than baseline on spindle cell.
+12576,2024-02-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.127,False,Anomaly review flagged possible bearing wear progression.
+12577,2024-02-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.032,False,Vibration burst exceeds envelope during tool change cycle.
+12578,2024-02-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.584,False,Hydraulic line pressure oscillation detected under load.
+12579,2024-02-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Temporary gateway failover completed without data loss.
+12580,2024-02-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.669,False,Dust extraction fan offline for 18 minutes on line finishing.
+12581,2024-02-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Supervisory alert generated after three consecutive threshold breaches.
+12582,2024-02-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.371,False,Thermal ramp exceeded expected warmup curve before shift start.
+12583,2024-02-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12584,2024-02-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.592,False,Sensor heartbeat delayed by one interval after gateway retry.
+12585,2024-02-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Bearing temperature rising faster than baseline on spindle cell.
+12586,2024-02-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.275,False,Condensation warning cleared after dehumidifier ramp-up.
+12587,2024-02-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Press cycle dwell time lengthened during high-volume batch.
+12588,2024-02-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.747,False,Pressure settled back to nominal after valve reseat.
+12589,2024-02-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Night shift startup produced higher than normal vibration floor.
+12590,2024-02-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.337,False,Telemetry quality flag downgraded during sensor self-test window.
+12591,2024-02-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Temperature variance narrowed after coolant nozzle cleaning.
+12592,2024-02-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.207,False,Quality hold reduced finishing booth activity for one shift.
+12593,2024-02-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Bearing temperature rising faster than baseline on spindle cell.
+12594,2024-02-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.572,False,Vibration burst exceeds envelope during tool change cycle.
+12595,2024-02-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Sensor battery health remains nominal after firmware update.
+12596,2024-02-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.179,False,Vibration burst exceeds envelope during tool change cycle.
+12597,2024-02-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.96,False,Telemetry quality flag downgraded during sensor self-test window.
+12598,2024-02-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.342,False,Thermal overshoot event coincided with recipe change on furnace.
+12599,2024-02-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Packaging line stop reduced adjacent vibration background.
+12600,2024-02-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.288,False,Maintenance note logged for coupling imbalance inspection.
+12601,2024-02-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.834,False,Pressure settled back to nominal after valve reseat.
+12602,2024-02-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.191,False,Edge collector replayed buffered events after network recovery.
+12603,2024-02-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.235,False,Night shift startup produced higher than normal vibration floor.
+12604,2024-02-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.741,False,Shift handoff note referenced unusual noise near press enclosure.
+12605,2024-02-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Humidity climbed during dock-door open period in afternoon shift.
+12606,2024-02-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.632,False,Humidity readings track seasonal rise across late spring.
+12607,2024-02-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.072,False,Edge collector replayed buffered events after network recovery.
+12608,2024-02-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.647,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12609,2024-02-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.812,False,Edge collector replayed buffered events after network recovery.
+12610,2024-02-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.613,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12611,2024-02-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.572,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12612,2024-02-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.265,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12613,2024-02-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.982,False,Humidity baseline improved after seal replacement.
+12614,2024-02-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.572,False,Humidity climbed during dock-door open period in afternoon shift.
+12615,2024-02-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.143,False,Pressure line purge completed before restart authorization.
+12616,2024-02-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.186,False,Vibration burst exceeds envelope during tool change cycle.
+12617,2024-02-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.315,False,Press cycle dwell time lengthened during high-volume batch.
+12618,2024-02-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.431,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12619,2024-02-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.954,False,Night shift startup produced higher than normal vibration floor.
+12620,2024-02-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,31.63,False,Press cycle dwell time lengthened during high-volume batch.
+12621,2024-02-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Maintenance crew confirmed lubrication interval was missed.
+12622,2024-02-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.411,False,Machine throughput increase drove sustained pressure uplift.
+12623,2024-02-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.215,False,Packaging line stop reduced adjacent vibration background.
+12624,2024-02-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.147,False,Transient outlier matched forklift impact near cabinet wall.
+12625,2024-02-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.231,False,Press cycle dwell time lengthened during high-volume batch.
+12626,2024-02-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.953,False,Vibration baseline recovered after tool holder replacement.
+12627,2024-02-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.592,False,Transient outlier matched forklift impact near cabinet wall.
+12628,2024-02-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.932,False,Sensor battery health remains nominal after firmware update.
+12629,2024-02-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Short-lived packet loss observed at edge gateway gw-02.
+12630,2024-02-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12631,2024-02-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.774,False,Night shift startup produced higher than normal vibration floor.
+12632,2024-02-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.735,False,Calibration check overdue by 11 days for press-line transducer.
+12633,2024-02-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.136,False,Anomaly review flagged possible bearing wear progression.
+12634,2024-02-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.079,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12635,2024-02-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.994,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12636,2024-02-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.18,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12637,2024-02-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12638,2024-02-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.545,False,Dust extraction fan offline for 18 minutes on line finishing.
+12639,2024-02-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.461,False,Machine idle period extended during planned sanitation window.
+12640,2024-02-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.818,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12641,2024-02-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Air handler maintenance reduced humidity variance on finishing line.
+12642,2024-02-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.177,False,Machine throughput increase drove sustained pressure uplift.
+12643,2024-02-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.678,False,Press cycle dwell time lengthened during high-volume batch.
+12644,2024-02-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.955,False,Unbalanced load introduced cyclical pressure ripple.
+12645,2024-02-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.166,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12646,2024-02-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.27,False,Coolant loop adjustment reduced chamber temperature spread.
+12647,2024-02-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.257,False,SCADA backfill inserted two delayed telemetry points.
+12648,2024-02-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.986,False,Sensor signal clipping observed during startup surge.
+12649,2024-02-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.596,False,Quality team requested trace review for lot 24-118B.
+12650,2024-02-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.749,False,Sensor enclosure opened for manual calibration verification.
+12651,2024-02-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.324,False,Thermal overshoot event coincided with recipe change on furnace.
+12652,2024-02-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.774,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12653,2024-02-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.425,False,Warning threshold updated for pilot predictive-maintenance model.
+12654,2024-02-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.534,False,Vibration burst exceeds envelope during tool change cycle.
+12655,2024-02-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.134,False,Short-lived packet loss observed at edge gateway gw-02.
+12656,2024-02-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.482,False,Vibration burst exceeds envelope during tool change cycle.
+12657,2024-02-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.799,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12658,2024-02-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.169,False,Packaging line stop reduced adjacent vibration background.
+12659,2024-02-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.12,False,Transient outlier matched forklift impact near cabinet wall.
+12660,2024-02-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.874,False,Sensor enclosure opened for manual calibration verification.
+12661,2024-02-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
+12662,2024-02-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.771,False,Temporary gateway failover completed without data loss.
+12663,2024-02-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.175,False,Temporary gateway failover completed without data loss.
+12664,2024-02-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.014,False,Quality team requested trace review for lot 24-118B.
+12665,2024-02-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Vibration burst exceeds envelope during tool change cycle.
+12666,2024-02-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.261,False,Supervisory alert generated after three consecutive threshold breaches.
+12667,2024-02-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Telemetry quality flag downgraded during sensor self-test window.
+12668,2024-02-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.906,False,Dust extraction fan offline for 18 minutes on line finishing.
+12669,2024-02-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12670,2024-02-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.602,False,Unbalanced load introduced cyclical pressure ripple.
+12671,2024-02-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.925,False,Temperature remained elevated during unscheduled overtime run.
+12672,2024-02-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.734,False,Machine idle period extended during planned sanitation window.
+12673,2024-02-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.35,False,Anomaly review flagged possible bearing wear progression.
+12674,2024-02-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.132,False,Sensor enclosure opened for manual calibration verification.
+12675,2024-02-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.574,False,Sensor heartbeat delayed by one interval after gateway retry.
+12676,2024-02-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Supervisory alert generated after three consecutive threshold breaches.
+12677,2024-02-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Machine throughput increase drove sustained pressure uplift.
+12678,2024-02-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.169,False,Humidity readings track seasonal rise across late spring.
+12679,2024-02-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.343,False,Maintenance note logged for coupling imbalance inspection.
+12680,2024-02-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.211,False,Calibration check overdue by 11 days for press-line transducer.
+12681,2024-02-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.339,False,Quality hold reduced finishing booth activity for one shift.
+12682,2024-02-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.291,False,Maintenance note logged for coupling imbalance inspection.
+12683,2024-02-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.999,False,Sensor battery health remains nominal after firmware update.
+12684,2024-02-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12685,2024-02-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.057,False,Edge collector replayed buffered events after network recovery.
+12686,2024-02-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.903,False,Sensor battery health remains nominal after firmware update.
+12687,2024-02-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.339,False,Humidity excursion near finishing booth during coating run.
+12688,2024-02-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.427,False,Humidity excursion near finishing booth during coating run.
+12689,2024-02-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.863,False,Maintenance scheduler deferred calibration due to spare shortage.
+12690,2024-02-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.92,False,Thermal overshoot event coincided with recipe change on furnace.
+12691,2024-02-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.131,False,Humidity climbed during dock-door open period in afternoon shift.
+12692,2024-02-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12693,2024-02-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.443,False,Air handler maintenance reduced humidity variance on finishing line.
+12694,2024-02-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.604,False,Quality hold reduced finishing booth activity for one shift.
+12695,2024-02-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.746,False,Maintenance note logged for coupling imbalance inspection.
+12696,2024-02-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.018,False,Calibration check overdue by 11 days for press-line transducer.
+12697,2024-02-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Vibration baseline recovered after tool holder replacement.
+12698,2024-02-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.58,False,Air handler maintenance reduced humidity variance on finishing line.
+12699,2024-02-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.164,False,Operator reset acknowledged after red-tag inspection.
+12700,2024-02-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.804,False,Vibration baseline recovered after tool holder replacement.
+12701,2024-02-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12702,2024-02-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.278,False,Edge collector replayed buffered events after network recovery.
+12703,2024-02-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.615,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12704,2024-02-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.223,False,Shift handoff note referenced unusual noise near press enclosure.
+12705,2024-02-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12706,2024-02-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.74,False,Temporary gateway failover completed without data loss.
+12707,2024-02-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.755,False,Shift handoff note referenced unusual noise near press enclosure.
+12708,2024-02-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.15,False,Humidity climbed during dock-door open period in afternoon shift.
+12709,2024-02-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Anomaly review flagged possible bearing wear progression.
+12710,2024-02-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.063,False,Temporary gateway failover completed without data loss.
+12711,2024-02-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.827,False,Press cycle dwell time lengthened during high-volume batch.
+12712,2024-02-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.472,False,Thermal ramp exceeded expected warmup curve before shift start.
+12713,2024-02-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.102,False,Pressure peak corresponds to oversized billet batch processing.
+12714,2024-02-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.608,False,Sensor enclosure opened for manual calibration verification.
+12715,2024-02-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Thermal overshoot event coincided with recipe change on furnace.
+12716,2024-02-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.078,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12717,2024-02-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Sensor battery health remains nominal after firmware update.
+12718,2024-02-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.945,False,Maintenance scheduler deferred calibration due to spare shortage.
+12719,2024-02-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Humidity baseline improved after seal replacement.
+12720,2024-02-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.764,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12721,2024-02-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.751,False,Vibration harmonics broadened during extended production run.
+12722,2024-02-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.222,False,Bearing temperature rising faster than baseline on spindle cell.
+12723,2024-02-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Supervisory alert generated after three consecutive threshold breaches.
+12724,2024-02-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.726,False,Sensor enclosure opened for manual calibration verification.
+12725,2024-02-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.149,False,Machine idle period extended during planned sanitation window.
+12726,2024-02-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.099,False,Pressure line purge completed before restart authorization.
+12727,2024-02-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Thermal overshoot event coincided with recipe change on furnace.
+12728,2024-02-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.347,False,Temperature variance narrowed after coolant nozzle cleaning.
+12729,2024-02-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.122,False,Humidity readings track seasonal rise across late spring.
+12730,2024-02-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.559,False,Humidity excursion near finishing booth during coating run.
+12731,2024-02-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.846,False,Machine idle period extended during planned sanitation window.
+12732,2024-02-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.566,False,Humidity excursion near finishing booth during coating run.
+12733,2024-02-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.823,False,Machine idle period extended during planned sanitation window.
+12734,2024-02-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.231,False,Pressure settled back to nominal after valve reseat.
+12735,2024-02-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Shift handoff note referenced unusual noise near press enclosure.
+12736,2024-02-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.581,False,Unbalanced load introduced cyclical pressure ripple.
+12737,2024-02-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12738,2024-02-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.192,False,Temporary gateway failover completed without data loss.
+12739,2024-02-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12740,2024-02-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.286,False,Sensor enclosure opened for manual calibration verification.
+12741,2024-02-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12742,2024-02-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Supervisory alert generated after three consecutive threshold breaches.
+12743,2024-02-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.196,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12744,2024-02-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.876,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12745,2024-02-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Operator reset acknowledged after red-tag inspection.
+12746,2024-02-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.358,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12747,2024-02-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.968,False,Operator reported intermittent chatter on machine CNC-04.
+12748,2024-02-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.765,False,Quality team requested trace review for lot 24-118B.
+12749,2024-02-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.075,False,Air handler maintenance reduced humidity variance on finishing line.
+12750,2024-02-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.208,False,Quality team requested trace review for lot 24-118B.
+12751,2024-02-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.766,False,Sensor battery health remains nominal after firmware update.
+12752,2024-02-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.624,False,Quality hold reduced finishing booth activity for one shift.
+12753,2024-02-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,Humidity climbed during dock-door open period in afternoon shift.
+12754,2024-02-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.715,False,Machine idle period extended during planned sanitation window.
+12755,2024-02-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.903,False,Warning threshold updated for pilot predictive-maintenance model.
+12756,2024-02-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.342,False,Thermal ramp exceeded expected warmup curve before shift start.
+12757,2024-02-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.421,False,Sensor enclosure opened for manual calibration verification.
+12758,2024-02-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.545,False,Night shift startup produced higher than normal vibration floor.
+12759,2024-02-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.819,False,Telemetry quality flag downgraded during sensor self-test window.
+12760,2024-02-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.326,False,Press cycle dwell time lengthened during high-volume batch.
+12761,2024-02-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Night shift startup produced higher than normal vibration floor.
+12762,2024-02-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.746,False,Sensor enclosure opened for manual calibration verification.
+12763,2024-02-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.556,False,Temperature remained elevated during unscheduled overtime run.
+12764,2024-02-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.518,False,Operator reset acknowledged after red-tag inspection.
+12765,2024-02-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.352,False,Quality hold reduced finishing booth activity for one shift.
+12766,2024-02-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.329,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12767,2024-02-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.629,False,Maintenance note logged for coupling imbalance inspection.
+12768,2024-02-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.267,False,Calibration check overdue by 11 days for press-line transducer.
+12769,2024-02-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.05,False,Edge collector replayed buffered events after network recovery.
+12770,2024-02-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.466,False,Hydraulic line pressure oscillation detected under load.
+12771,2024-02-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.761,False,Coolant loop adjustment reduced chamber temperature spread.
+12772,2024-02-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.975,False,Condensation warning cleared after dehumidifier ramp-up.
+12773,2024-02-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.87,False,Warning threshold updated for pilot predictive-maintenance model.
+12774,2024-02-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.31,False,Edge collector replayed buffered events after network recovery.
+12775,2024-02-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Dust extraction fan offline for 18 minutes on line finishing.
+12776,2024-02-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.019,False,Maintenance note logged for coupling imbalance inspection.
+12777,2024-02-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Thermal overshoot event coincided with recipe change on furnace.
+12778,2024-02-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.285,False,Reliability engineer tagged sample window for model retraining.
+12779,2024-02-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.268,False,Reliability engineer tagged sample window for model retraining.
+12780,2024-02-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.725,False,Calibration check overdue by 11 days for press-line transducer.
+12781,2024-02-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.41,False,Humidity baseline improved after seal replacement.
+12782,2024-02-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.97,False,Machine idle period extended during planned sanitation window.
+12783,2024-02-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.039,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12784,2024-02-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.552,False,Temporary gateway failover completed without data loss.
+12785,2024-02-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12786,2024-02-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.686,False,SCADA backfill inserted two delayed telemetry points.
+12787,2024-02-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.578,False,Operator reported intermittent chatter on machine CNC-04.
+12788,2024-02-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.923,False,Vibration baseline recovered after tool holder replacement.
+12789,2024-02-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Night shift startup produced higher than normal vibration floor.
+12790,2024-02-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.206,False,Condensation warning cleared after dehumidifier ramp-up.
+12791,2024-02-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Supervisory alert generated after three consecutive threshold breaches.
+12792,2024-02-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.512,False,Dust extraction fan offline for 18 minutes on line finishing.
+12793,2024-02-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.586,False,Temperature variance narrowed after coolant nozzle cleaning.
+12794,2024-02-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.456,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12795,2024-02-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12796,2024-02-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.368,False,Pressure line purge completed before restart authorization.
+12797,2024-02-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.245,False,Dust extraction fan offline for 18 minutes on line finishing.
+12798,2024-02-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.13,False,Vibration burst exceeds envelope during tool change cycle.
+12799,2024-02-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.311,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12800,2024-02-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.655,False,Telemetry quality flag downgraded during sensor self-test window.
+12801,2024-02-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.487,False,Sensor signal clipping observed during startup surge.
+12802,2024-02-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.277,False,Machine idle period extended during planned sanitation window.
+12803,2024-02-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Humidity excursion near finishing booth during coating run.
+12804,2024-02-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.109,False,Sensor battery health remains nominal after firmware update.
+12805,2024-02-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.216,False,Temperature remained elevated during unscheduled overtime run.
+12806,2024-02-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.512,False,Anomaly review flagged possible bearing wear progression.
+12807,2024-02-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.699,False,Dust extraction fan offline for 18 minutes on line finishing.
+12808,2024-02-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,51.551,False,Transient outlier matched forklift impact near cabinet wall.
+12809,2024-02-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.933,False,Maintenance scheduler deferred calibration due to spare shortage.
+12810,2024-02-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.748,False,Temporary gateway failover completed without data loss.
+12811,2024-02-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.581,False,Humidity climbed during dock-door open period in afternoon shift.
+12812,2024-02-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.805,False,Sensor enclosure opened for manual calibration verification.
+12813,2024-02-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Warning threshold updated for pilot predictive-maintenance model.
+12814,2024-02-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.509,False,Hydraulic line pressure oscillation detected under load.
+12815,2024-02-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Temporary gateway failover completed without data loss.
+12816,2024-02-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.989,False,Pressure peak corresponds to oversized billet batch processing.
+12817,2024-02-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12818,2024-02-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.364,False,Night shift startup produced higher than normal vibration floor.
+12819,2024-02-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.335,False,Warning threshold updated for pilot predictive-maintenance model.
+12820,2024-02-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.017,False,Temporary gateway failover completed without data loss.
+12821,2024-02-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.053,False,Vibration burst exceeds envelope during tool change cycle.
+12822,2024-02-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.683,False,Anomaly review flagged possible bearing wear progression.
+12823,2024-02-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Vibration burst exceeds envelope during tool change cycle.
+12824,2024-02-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.731,False,Sensor enclosure opened for manual calibration verification.
+12825,2024-02-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Temporary gateway failover completed without data loss.
+12826,2024-02-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.344,False,Humidity climbed during dock-door open period in afternoon shift.
+12827,2024-02-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.291,False,Sensor heartbeat delayed by one interval after gateway retry.
+12828,2024-02-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.997,False,Shift handoff note referenced unusual noise near press enclosure.
+12829,2024-02-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Sensor battery health remains nominal after firmware update.
+12830,2024-02-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.614,False,Operator reported intermittent chatter on machine CNC-04.
+12831,2024-02-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Dust extraction fan offline for 18 minutes on line finishing.
+12832,2024-02-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.097,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12833,2024-02-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Humidity baseline improved after seal replacement.
+12834,2024-02-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.249,False,Press cycle dwell time lengthened during high-volume batch.
+12835,2024-02-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.043,False,Press cycle dwell time lengthened during high-volume batch.
+12836,2024-02-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.891,False,Vibration baseline recovered after tool holder replacement.
+12837,2024-02-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.005,False,Pressure peak corresponds to oversized billet batch processing.
+12838,2024-02-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.005,False,Machine idle period extended during planned sanitation window.
+12839,2024-02-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12840,2024-02-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.678,False,Condensation warning cleared after dehumidifier ramp-up.
+12841,2024-02-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.017,False,SCADA backfill inserted two delayed telemetry points.
+12842,2024-02-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.027,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12843,2024-02-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.674,False,Edge collector replayed buffered events after network recovery.
+12844,2024-02-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.564,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12845,2024-02-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.575,False,Vibration harmonics broadened during extended production run.
+12846,2024-02-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.519,False,Operator reported intermittent chatter on machine CNC-04.
+12847,2024-02-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Humidity climbed during dock-door open period in afternoon shift.
+12848,2024-02-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.979,False,Quality team requested trace review for lot 24-118B.
+12849,2024-02-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Packaging line stop reduced adjacent vibration background.
+12850,2024-02-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.961,False,Maintenance scheduler deferred calibration due to spare shortage.
+12851,2024-02-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.525,False,Temporary gateway failover completed without data loss.
+12852,2024-02-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.183,False,Maintenance scheduler deferred calibration due to spare shortage.
+12853,2024-02-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Sensor battery health remains nominal after firmware update.
+12854,2024-02-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.093,False,Edge collector replayed buffered events after network recovery.
+12855,2024-02-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.806,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12856,2024-02-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.795,False,Vibration baseline recovered after tool holder replacement.
+12857,2024-02-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Short-lived packet loss observed at edge gateway gw-02.
+12858,2024-02-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.168,False,Hydraulic line pressure oscillation detected under load.
+12859,2024-02-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.995,False,Machine idle period extended during planned sanitation window.
+12860,2024-02-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.491,False,Compressed air fluctuation introduced pressure noise for two cycles.
+12861,2024-02-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.149,False,Maintenance crew confirmed lubrication interval was missed.
+12862,2024-02-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.781,False,Temperature remained elevated during unscheduled overtime run.
+12863,2024-02-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.717,False,Quality hold reduced finishing booth activity for one shift.
+12864,2024-02-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.53,False,Telemetry quality flag downgraded during sensor self-test window.
+12865,2024-02-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Dust extraction fan offline for 18 minutes on line finishing.
+12866,2024-02-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.245,False,Vibration baseline recovered after tool holder replacement.
+12867,2024-02-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Maintenance scheduler deferred calibration due to spare shortage.
+12868,2024-02-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.314,False,Thermal overshoot event coincided with recipe change on furnace.
+12869,2024-02-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Supervisory alert generated after three consecutive threshold breaches.
+12870,2024-02-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.624,False,Telemetry quality flag downgraded during sensor self-test window.
+12871,2024-02-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.488,False,Warning threshold updated for pilot predictive-maintenance model.
+12872,2024-02-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.129,False,Pressure line purge completed before restart authorization.
+12873,2024-02-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12874,2024-02-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.055,False,Maintenance scheduler deferred calibration due to spare shortage.
+12875,2024-02-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.088,False,Reliability engineer tagged sample window for model retraining.
+12876,2024-02-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.8,False,Temperature variance narrowed after coolant nozzle cleaning.
+12877,2024-02-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.921,False,Short-lived packet loss observed at edge gateway gw-02.
+12878,2024-02-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.832,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12879,2024-02-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Air handler maintenance reduced humidity variance on finishing line.
+12880,2024-02-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.138,False,Thermal overshoot event coincided with recipe change on furnace.
+12881,2024-02-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Calibration check overdue by 11 days for press-line transducer.
+12882,2024-02-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.849,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12883,2024-02-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Sensor battery health remains nominal after firmware update.
+12884,2024-02-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.08,False,Sensor battery health remains nominal after firmware update.
+12885,2024-02-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.537,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+12886,2024-02-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.608,False,Telemetry quality flag downgraded during sensor self-test window.
+12887,2024-02-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Bearing temperature rising faster than baseline on spindle cell.
+12888,2024-02-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.332,False,Coolant loop adjustment reduced chamber temperature spread.
+12889,2024-02-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Humidity baseline improved after seal replacement.
+12890,2024-02-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.501,False,Maintenance note logged for coupling imbalance inspection.
+12891,2024-02-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.446,False,Pressure settled back to nominal after valve reseat.
+12892,2024-02-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.24,False,Machine throughput increase drove sustained pressure uplift.
+12893,2024-02-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.916,False,Temperature variance narrowed after coolant nozzle cleaning.
+12894,2024-02-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.218,False,Vibration burst exceeds envelope during tool change cycle.
+12895,2024-02-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.193,False,Vibration burst exceeds envelope during tool change cycle.
+12896,2024-02-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.853,False,Humidity readings track seasonal rise across late spring.
+12897,2024-02-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Sensor battery health remains nominal after firmware update.
+12898,2024-02-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.758,False,Transient outlier matched forklift impact near cabinet wall.
+12899,2024-02-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.179,False,Temperature variance narrowed after coolant nozzle cleaning.
+12900,2024-02-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.393,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12901,2024-02-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.231,False,Vibration burst exceeds envelope during tool change cycle.
+12902,2024-02-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.988,False,Air handler maintenance reduced humidity variance on finishing line.
+12903,2024-02-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Vibration baseline recovered after tool holder replacement.
+12904,2024-02-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.111,False,Hydraulic line pressure oscillation detected under load.
+12905,2024-02-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Machine throughput increase drove sustained pressure uplift.
+12906,2024-02-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.811,False,Transient outlier matched forklift impact near cabinet wall.
+12907,2024-02-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.359,False,Humidity readings track seasonal rise across late spring.
+12908,2024-02-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.147,False,Press cycle dwell time lengthened during high-volume batch.
+12909,2024-02-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.593,False,Quality team requested trace review for lot 24-118B.
+12910,2024-02-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.556,False,Quality team requested trace review for lot 24-118B.
+12911,2024-02-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.334,False,Press cycle dwell time lengthened during high-volume batch.
+12912,2024-02-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.697,False,Sensor battery health remains nominal after firmware update.
+12913,2024-02-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.989,False,Temperature remained elevated during unscheduled overtime run.
+12914,2024-02-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.761,False,Short-lived packet loss observed at edge gateway gw-02.
+12915,2024-02-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Edge collector replayed buffered events after network recovery.
+12916,2024-02-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.022,False,Operator reported intermittent chatter on machine CNC-04.
+12917,2024-02-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Condensation warning cleared after dehumidifier ramp-up.
+12918,2024-02-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.533,False,Press cycle dwell time lengthened during high-volume batch.
+12919,2024-02-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.146,False,Machine idle period extended during planned sanitation window.
+12920,2024-02-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.026,False,SCADA backfill inserted two delayed telemetry points.
+12921,2024-02-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Humidity excursion near finishing booth during coating run.
+12922,2024-02-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.767,False,Thermal overshoot event coincided with recipe change on furnace.
+12923,2024-02-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.158,False,Anomaly review flagged possible bearing wear progression.
+12924,2024-02-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.841,False,Vibration burst exceeds envelope during tool change cycle.
+12925,2024-02-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.619,False,Heat-treat furnace door cycling increased localized temperature spikes.
+12926,2024-02-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.678,False,Press cycle dwell time lengthened during high-volume batch.
+12927,2024-02-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Sensor battery health remains nominal after firmware update.
+12928,2024-02-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Unbalanced load introduced cyclical pressure ripple.
+12929,2024-02-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.38,False,Sensor battery health remains nominal after firmware update.
+12930,2024-02-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.701,False,Dust extraction fan offline for 18 minutes on line finishing.
+12931,2024-02-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Vibration baseline recovered after tool holder replacement.
+12932,2024-02-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.28,False,Edge collector replayed buffered events after network recovery.
+12933,2024-02-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.301,False,Humidity climbed during dock-door open period in afternoon shift.
+12934,2024-02-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.613,False,Bearing temperature rising faster than baseline on spindle cell.
+12935,2024-02-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.99,False,Maintenance scheduler deferred calibration due to spare shortage.
+12936,2024-02-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.259,False,Sensor signal clipping observed during startup surge.
+12937,2024-02-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.67,False,Air handler maintenance reduced humidity variance on finishing line.
+12938,2024-02-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.787,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12939,2024-02-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.273,False,Sensor enclosure opened for manual calibration verification.
+12940,2024-02-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.999,False,Unbalanced load introduced cyclical pressure ripple.
+12941,2024-02-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Transient outlier matched forklift impact near cabinet wall.
+12942,2024-02-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.425,False,Supervisory alert generated after three consecutive threshold breaches.
+12943,2024-02-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.057,False,Dust extraction fan offline for 18 minutes on line finishing.
+12944,2024-02-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.776,False,Temperature variance narrowed after coolant nozzle cleaning.
+12945,2024-02-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.864,False,Unbalanced load introduced cyclical pressure ripple.
+12946,2024-02-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.68,False,Temperature variance narrowed after coolant nozzle cleaning.
+12947,2024-02-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.13,False,Condensation warning cleared after dehumidifier ramp-up.
+12948,2024-02-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.753,False,Maintenance note logged for coupling imbalance inspection.
+12949,2024-02-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.929,False,Maintenance scheduler deferred calibration due to spare shortage.
+12950,2024-02-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.816,False,Hydraulic line pressure oscillation detected under load.
+12951,2024-02-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.074,False,Operator reported intermittent chatter on machine CNC-04.
+12952,2024-02-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.934,False,Humidity readings track seasonal rise across late spring.
+12953,2024-02-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
+12954,2024-02-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.325,False,Temporary gateway failover completed without data loss.
+12955,2024-02-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12956,2024-02-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.473,False,Anomaly review flagged possible bearing wear progression.
+12957,2024-02-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.068,False,Condensation warning cleared after dehumidifier ramp-up.
+12958,2024-02-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.523,False,Humidity excursion near finishing booth during coating run.
+12959,2024-02-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.358,False,Sensor enclosure opened for manual calibration verification.
+12960,2024-02-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.875,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12961,2024-02-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Temperature variance narrowed after coolant nozzle cleaning.
+12962,2024-02-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.964,False,Maintenance crew confirmed lubrication interval was missed.
+12963,2024-02-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Humidity baseline improved after seal replacement.
+12964,2024-02-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.774,False,Press cycle dwell time lengthened during high-volume batch.
+12965,2024-02-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Temperature variance narrowed after coolant nozzle cleaning.
+12966,2024-02-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.831,False,Temporary gateway failover completed without data loss.
+12967,2024-02-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Thermal overshoot event coincided with recipe change on furnace.
+12968,2024-02-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.606,False,Temperature remained elevated during unscheduled overtime run.
+12969,2024-02-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12970,2024-02-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.66,False,SCADA backfill inserted two delayed telemetry points.
+12971,2024-02-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.542,False,Quality team requested trace review for lot 24-118B.
+12972,2024-02-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.483,False,Quality team requested trace review for lot 24-118B.
+12973,2024-02-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Operator reset acknowledged after red-tag inspection.
+12974,2024-02-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.529,False,Quality hold reduced finishing booth activity for one shift.
+12975,2024-02-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.229,False,Thermal ramp exceeded expected warmup curve before shift start.
+12976,2024-02-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.505,False,Sensor heartbeat delayed by one interval after gateway retry.
+12977,2024-02-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.725,False,Pressure settled back to nominal after valve reseat.
+12978,2024-02-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.046,False,Calibration check overdue by 11 days for press-line transducer.
+12979,2024-02-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Temperature variance narrowed after coolant nozzle cleaning.
+12980,2024-02-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.905,False,Sensor signal clipping observed during startup surge.
+12981,2024-02-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Humidity excursion near finishing booth during coating run.
+12982,2024-02-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.526,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+12983,2024-02-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Dust extraction fan offline for 18 minutes on line finishing.
+12984,2024-02-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.698,False,Sensor 3 drift suspected after cross-check with manual gauge.
+12985,2024-02-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Ambient temperature stabilized after HVAC stage-two engagement.
+12986,2024-02-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.141,False,Thermal ramp exceeded expected warmup curve before shift start.
+12987,2024-02-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.2,False,Unbalanced load introduced cyclical pressure ripple.
+12988,2024-02-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.499,False,Operator reset acknowledged after red-tag inspection.
+12989,2024-02-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,SCADA backfill inserted two delayed telemetry points.
+12990,2024-02-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.549,False,Sensor enclosure opened for manual calibration verification.
+12991,2024-02-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.529,False,Sensor enclosure opened for manual calibration verification.
+12992,2024-02-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.373,False,Maintenance crew confirmed lubrication interval was missed.
+12993,2024-02-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+12994,2024-02-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.631,False,Sensor heartbeat delayed by one interval after gateway retry.
+12995,2024-02-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.805,False,Transient outlier matched forklift impact near cabinet wall.
+12996,2024-02-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.656,False,Sensor enclosure opened for manual calibration verification.
+12997,2024-02-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Night shift startup produced higher than normal vibration floor.
+12998,2024-02-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.931,False,Warning threshold updated for pilot predictive-maintenance model.
+12999,2024-02-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.306,False,Sensor signal clipping observed during startup surge.
+13000,2024-02-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.357,False,SCADA backfill inserted two delayed telemetry points.
+13001,2024-02-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Quality hold reduced finishing booth activity for one shift.
+13002,2024-02-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.405,False,Coolant loop adjustment reduced chamber temperature spread.
+13003,2024-02-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Calibration check overdue by 11 days for press-line transducer.
+13004,2024-02-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13005,2024-02-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.512,False,Telemetry quality flag downgraded during sensor self-test window.
+13006,2024-02-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.311,False,Hydraulic line pressure oscillation detected under load.
+13007,2024-02-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.889,False,Sensor heartbeat delayed by one interval after gateway retry.
+13008,2024-02-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.53,False,Maintenance note logged for coupling imbalance inspection.
+13009,2024-02-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.558,False,Operator reported intermittent chatter on machine CNC-04.
+13010,2024-02-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.007,False,Anomaly review flagged possible bearing wear progression.
+13011,2024-02-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.561,False,Humidity baseline improved after seal replacement.
+13012,2024-02-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.163,False,Pressure settled back to nominal after valve reseat.
+13013,2024-02-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.798,False,Temporary gateway failover completed without data loss.
+13014,2024-02-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.487,False,Calibration check overdue by 11 days for press-line transducer.
+13015,2024-02-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Humidity excursion near finishing booth during coating run.
+13016,2024-02-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.542,False,Maintenance crew confirmed lubrication interval was missed.
+13017,2024-02-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.274,False,Calibration check overdue by 11 days for press-line transducer.
+13018,2024-02-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.953,False,Quality team requested trace review for lot 24-118B.
+13019,2024-02-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Anomaly review flagged possible bearing wear progression.
+13020,2024-02-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.993,False,Hydraulic line pressure oscillation detected under load.
+13021,2024-02-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.644,False,Vibration baseline recovered after tool holder replacement.
+13022,2024-02-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.92,False,Shift handoff note referenced unusual noise near press enclosure.
+13023,2024-02-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Machine throughput increase drove sustained pressure uplift.
+13024,2024-02-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.729,False,Operator reset acknowledged after red-tag inspection.
+13025,2024-02-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.439,False,Sensor heartbeat delayed by one interval after gateway retry.
+13026,2024-02-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.421,False,Sensor battery health remains nominal after firmware update.
+13027,2024-02-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.47,False,Edge collector replayed buffered events after network recovery.
+13028,2024-02-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.775,False,Quality team requested trace review for lot 24-118B.
+13029,2024-02-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Sensor battery health remains nominal after firmware update.
+13030,2024-02-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.998,False,SCADA backfill inserted two delayed telemetry points.
+13031,2024-02-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.709,False,Vibration harmonics broadened during extended production run.
+13032,2024-02-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.755,False,Supervisory alert generated after three consecutive threshold breaches.
+13033,2024-02-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Unbalanced load introduced cyclical pressure ripple.
+13034,2024-02-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.945,False,Maintenance note logged for coupling imbalance inspection.
+13035,2024-02-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.605,False,Temporary gateway failover completed without data loss.
+13036,2024-02-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.485,False,Humidity readings track seasonal rise across late spring.
+13037,2024-02-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.042,False,Maintenance scheduler deferred calibration due to spare shortage.
+13038,2024-02-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.538,False,Temperature variance narrowed after coolant nozzle cleaning.
+13039,2024-02-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13040,2024-02-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,37.595,False,Vibration baseline recovered after tool holder replacement.
+13041,2024-02-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.519,False,Reliability engineer tagged sample window for model retraining.
+13042,2024-02-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.164,False,Shift handoff note referenced unusual noise near press enclosure.
+13043,2024-02-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.777,False,Maintenance crew confirmed lubrication interval was missed.
+13044,2024-02-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13045,2024-02-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.127,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13046,2024-02-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.734,False,Press cycle dwell time lengthened during high-volume batch.
+13047,2024-02-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.23,False,Machine throughput increase drove sustained pressure uplift.
+13048,2024-02-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.0,False,Warning threshold updated for pilot predictive-maintenance model.
+13049,2024-02-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.148,False,Telemetry quality flag downgraded during sensor self-test window.
+13050,2024-02-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.506,False,SCADA backfill inserted two delayed telemetry points.
+13051,2024-02-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.327,False,Humidity climbed during dock-door open period in afternoon shift.
+13052,2024-02-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Temperature remained elevated during unscheduled overtime run.
+13053,2024-02-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.114,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13054,2024-02-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.295,False,Hydraulic line pressure oscillation detected under load.
+13055,2024-02-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.737,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13056,2024-02-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.537,False,Sensor signal clipping observed during startup surge.
+13057,2024-02-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Hydraulic line pressure oscillation detected under load.
+13058,2024-02-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13059,2024-02-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Operator reported intermittent chatter on machine CNC-04.
+13060,2024-02-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.362,False,Quality hold reduced finishing booth activity for one shift.
+13061,2024-02-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Humidity excursion near finishing booth during coating run.
+13062,2024-02-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.566,False,Sensor enclosure opened for manual calibration verification.
+13063,2024-02-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.649,False,Machine idle period extended during planned sanitation window.
+13064,2024-02-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.211,False,Unbalanced load introduced cyclical pressure ripple.
+13065,2024-02-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.047,False,Maintenance scheduler deferred calibration due to spare shortage.
+13066,2024-02-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.876,False,Humidity baseline improved after seal replacement.
+13067,2024-02-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.677,False,Operator reset acknowledged after red-tag inspection.
+13068,2024-02-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.909,False,Pressure line purge completed before restart authorization.
+13069,2024-02-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.948,False,Bearing temperature rising faster than baseline on spindle cell.
+13070,2024-02-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.925,False,Sensor signal clipping observed during startup surge.
+13071,2024-02-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.8,False,Thermal overshoot event coincided with recipe change on furnace.
+13072,2024-02-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.756,False,Sensor battery health remains nominal after firmware update.
+13073,2024-02-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Hydraulic line pressure oscillation detected under load.
+13074,2024-02-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.654,False,SCADA backfill inserted two delayed telemetry points.
+13075,2024-02-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.223,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13076,2024-02-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.836,False,Edge collector replayed buffered events after network recovery.
+13077,2024-02-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13078,2024-02-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.202,False,Maintenance note logged for coupling imbalance inspection.
+13079,2024-02-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Maintenance note logged for coupling imbalance inspection.
+13080,2024-02-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.006,False,Condensation warning cleared after dehumidifier ramp-up.
+13081,2024-02-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.717,False,Sensor signal clipping observed during startup surge.
+13082,2024-02-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.909,False,Anomaly review flagged possible bearing wear progression.
+13083,2024-02-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.895,False,Reliability engineer tagged sample window for model retraining.
+13084,2024-02-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.385,False,Telemetry quality flag downgraded during sensor self-test window.
+13085,2024-02-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.623,False,Bearing temperature rising faster than baseline on spindle cell.
+13086,2024-02-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.467,False,Pressure settled back to nominal after valve reseat.
+13087,2024-02-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Humidity climbed during dock-door open period in afternoon shift.
+13088,2024-02-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.073,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13089,2024-02-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.885,False,Temporary gateway failover completed without data loss.
+13090,2024-02-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.225,False,Edge collector replayed buffered events after network recovery.
+13091,2024-02-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.759,False,Maintenance scheduler deferred calibration due to spare shortage.
+13092,2024-02-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.653,False,SCADA backfill inserted two delayed telemetry points.
+13093,2024-02-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Transient outlier matched forklift impact near cabinet wall.
+13094,2024-02-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.647,False,Sensor battery health remains nominal after firmware update.
+13095,2024-02-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.839,False,Transient outlier matched forklift impact near cabinet wall.
+13096,2024-02-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.525,False,Humidity readings track seasonal rise across late spring.
+13097,2024-02-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Short-lived packet loss observed at edge gateway gw-02.
+13098,2024-02-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.237,False,Humidity readings track seasonal rise across late spring.
+13099,2024-02-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Calibration check overdue by 11 days for press-line transducer.
+13100,2024-02-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.374,False,Vibration burst exceeds envelope during tool change cycle.
+13101,2024-02-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Bearing temperature rising faster than baseline on spindle cell.
+13102,2024-02-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.017,False,Shift handoff note referenced unusual noise near press enclosure.
+13103,2024-02-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.377,False,Transient outlier matched forklift impact near cabinet wall.
+13104,2024-02-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.205,False,Sensor signal clipping observed during startup surge.
+13105,2024-02-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Reliability engineer tagged sample window for model retraining.
+13106,2024-02-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.371,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13107,2024-02-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13108,2024-02-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.219,False,Supervisory alert generated after three consecutive threshold breaches.
+13109,2024-02-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.363,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13110,2024-02-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.755,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13111,2024-02-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.363,False,Telemetry quality flag downgraded during sensor self-test window.
+13112,2024-02-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.197,False,Temporary gateway failover completed without data loss.
+13113,2024-02-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.635,False,Operator reported intermittent chatter on machine CNC-04.
+13114,2024-02-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.192,False,Reliability engineer tagged sample window for model retraining.
+13115,2024-02-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Unbalanced load introduced cyclical pressure ripple.
+13116,2024-02-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.641,False,Humidity climbed during dock-door open period in afternoon shift.
+13117,2024-02-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.416,False,Sensor enclosure opened for manual calibration verification.
+13118,2024-02-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.895,False,Operator reported intermittent chatter on machine CNC-04.
+13119,2024-02-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.037,False,Humidity climbed during dock-door open period in afternoon shift.
+13120,2024-02-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.396,False,Temperature remained elevated during unscheduled overtime run.
+13121,2024-02-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Sensor signal clipping observed during startup surge.
+13122,2024-02-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.242,False,Dust extraction fan offline for 18 minutes on line finishing.
+13123,2024-02-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.16,False,Warning threshold updated for pilot predictive-maintenance model.
+13124,2024-02-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.474,False,Hydraulic line pressure oscillation detected under load.
+13125,2024-02-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.848,False,Temperature remained elevated during unscheduled overtime run.
+13126,2024-02-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.716,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13127,2024-02-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Maintenance crew confirmed lubrication interval was missed.
+13128,2024-02-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.19,False,Shift handoff note referenced unusual noise near press enclosure.
+13129,2024-02-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.795,False,Humidity baseline improved after seal replacement.
+13130,2024-02-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.542,False,Condensation warning cleared after dehumidifier ramp-up.
+13131,2024-02-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.578,False,Coolant loop adjustment reduced chamber temperature spread.
+13132,2024-02-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.164,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13133,2024-02-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.95,False,SCADA backfill inserted two delayed telemetry points.
+13134,2024-02-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.102,False,Condensation warning cleared after dehumidifier ramp-up.
+13135,2024-02-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,SCADA backfill inserted two delayed telemetry points.
+13136,2024-02-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.91,False,Condensation warning cleared after dehumidifier ramp-up.
+13137,2024-02-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.291,False,Machine throughput increase drove sustained pressure uplift.
+13138,2024-02-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.481,False,Pressure settled back to nominal after valve reseat.
+13139,2024-02-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.163,False,Temporary gateway failover completed without data loss.
+13140,2024-02-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.846,False,Reliability engineer tagged sample window for model retraining.
+13141,2024-02-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Pressure settled back to nominal after valve reseat.
+13142,2024-02-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.681,False,Sensor battery health remains nominal after firmware update.
+13143,2024-02-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.219,False,Temporary gateway failover completed without data loss.
+13144,2024-02-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.105,False,Pressure peak corresponds to oversized billet batch processing.
+13145,2024-02-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Humidity baseline improved after seal replacement.
+13146,2024-02-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.149,False,Humidity excursion near finishing booth during coating run.
+13147,2024-02-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.492,False,Dust extraction fan offline for 18 minutes on line finishing.
+13148,2024-02-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.357,False,Machine idle period extended during planned sanitation window.
+13149,2024-02-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Reliability engineer tagged sample window for model retraining.
+13150,2024-02-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.487,False,Dust extraction fan offline for 18 minutes on line finishing.
+13151,2024-02-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13152,2024-02-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.586,False,Telemetry quality flag downgraded during sensor self-test window.
+13153,2024-02-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.287,False,Maintenance scheduler deferred calibration due to spare shortage.
+13154,2024-02-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.9,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13155,2024-02-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.556,False,Humidity excursion near finishing booth during coating run.
+13156,2024-02-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.868,False,Humidity excursion near finishing booth during coating run.
+13157,2024-02-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Packaging line stop reduced adjacent vibration background.
+13158,2024-02-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.786,False,Humidity baseline improved after seal replacement.
+13159,2024-02-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.714,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13160,2024-02-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.365,False,SCADA backfill inserted two delayed telemetry points.
+13161,2024-02-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Bearing temperature rising faster than baseline on spindle cell.
+13162,2024-02-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.166,False,Edge collector replayed buffered events after network recovery.
+13163,2024-02-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.015,False,Temperature remained elevated during unscheduled overtime run.
+13164,2024-02-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.364,False,Operator reported intermittent chatter on machine CNC-04.
+13165,2024-02-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13166,2024-02-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.901,False,Maintenance note logged for coupling imbalance inspection.
+13167,2024-02-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Humidity excursion near finishing booth during coating run.
+13168,2024-02-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.987,False,Edge collector replayed buffered events after network recovery.
+13169,2024-02-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Hydraulic line pressure oscillation detected under load.
+13170,2024-02-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.393,False,Temporary gateway failover completed without data loss.
+13171,2024-02-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.031,False,Press cycle dwell time lengthened during high-volume batch.
+13172,2024-02-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.133,False,Transient outlier matched forklift impact near cabinet wall.
+13173,2024-02-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Shift handoff note referenced unusual noise near press enclosure.
+13174,2024-02-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.311,False,Sensor heartbeat delayed by one interval after gateway retry.
+13175,2024-02-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.259,False,Humidity readings track seasonal rise across late spring.
+13176,2024-02-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.633,False,Shift handoff note referenced unusual noise near press enclosure.
+13177,2024-02-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Operator reported intermittent chatter on machine CNC-04.
+13178,2024-02-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.876,False,Edge collector replayed buffered events after network recovery.
+13179,2024-02-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.794,False,Thermal overshoot event coincided with recipe change on furnace.
+13180,2024-02-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.994,False,Transient outlier matched forklift impact near cabinet wall.
+13181,2024-02-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.965,False,SCADA backfill inserted two delayed telemetry points.
+13182,2024-02-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.482,False,SCADA backfill inserted two delayed telemetry points.
+13183,2024-02-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.409,False,Temporary gateway failover completed without data loss.
+13184,2024-02-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.989,False,Temperature remained elevated during unscheduled overtime run.
+13185,2024-02-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.799,False,SCADA backfill inserted two delayed telemetry points.
+13186,2024-02-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.813,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13187,2024-02-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.003,False,Vibration harmonics broadened during extended production run.
+13188,2024-02-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.934,False,Night shift startup produced higher than normal vibration floor.
+13189,2024-02-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.211,False,Reliability engineer tagged sample window for model retraining.
+13190,2024-02-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.286,False,Maintenance note logged for coupling imbalance inspection.
+13191,2024-02-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.97,False,Vibration harmonics broadened during extended production run.
+13192,2024-02-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.974,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13193,2024-02-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.244,False,Maintenance crew confirmed lubrication interval was missed.
+13194,2024-02-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.142,False,Temporary gateway failover completed without data loss.
+13195,2024-02-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.818,False,SCADA backfill inserted two delayed telemetry points.
+13196,2024-02-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.215,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13197,2024-02-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.315,False,SCADA backfill inserted two delayed telemetry points.
+13198,2024-02-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.544,False,Hydraulic line pressure oscillation detected under load.
+13199,2024-02-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.058,False,Packaging line stop reduced adjacent vibration background.
+13200,2024-02-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.726,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13201,2024-02-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.341,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13202,2024-02-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.582,False,Thermal ramp exceeded expected warmup curve before shift start.
+13203,2024-02-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.912,False,Machine idle period extended during planned sanitation window.
+13204,2024-02-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.899,False,Maintenance crew confirmed lubrication interval was missed.
+13205,2024-02-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Vibration baseline recovered after tool holder replacement.
+13206,2024-02-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.419,False,Transient outlier matched forklift impact near cabinet wall.
+13207,2024-02-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Supervisory alert generated after three consecutive threshold breaches.
+13208,2024-02-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.19,False,Vibration baseline recovered after tool holder replacement.
+13209,2024-02-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.777,False,Sensor signal clipping observed during startup surge.
+13210,2024-02-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.17,False,Operator reported intermittent chatter on machine CNC-04.
+13211,2024-02-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.863,False,Temperature remained elevated during unscheduled overtime run.
+13212,2024-02-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.599,False,Pressure peak corresponds to oversized billet batch processing.
+13213,2024-02-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Vibration burst exceeds envelope during tool change cycle.
+13214,2024-02-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.052,False,Pressure settled back to nominal after valve reseat.
+13215,2024-02-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Quality hold reduced finishing booth activity for one shift.
+13216,2024-02-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.895,False,Operator reset acknowledged after red-tag inspection.
+13217,2024-02-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.743,False,Pressure peak corresponds to oversized billet batch processing.
+13218,2024-02-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.655,False,Pressure line purge completed before restart authorization.
+13219,2024-02-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.106,False,Reliability engineer tagged sample window for model retraining.
+13220,2024-02-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.831,False,Vibration harmonics broadened during extended production run.
+13221,2024-02-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Maintenance crew confirmed lubrication interval was missed.
+13222,2024-02-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.655,False,Thermal ramp exceeded expected warmup curve before shift start.
+13223,2024-02-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.403,False,Humidity climbed during dock-door open period in afternoon shift.
+13224,2024-02-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.454,False,Reliability engineer tagged sample window for model retraining.
+13225,2024-02-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.178,False,Reliability engineer tagged sample window for model retraining.
+13226,2024-02-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.411,False,Maintenance note logged for coupling imbalance inspection.
+13227,2024-02-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Humidity baseline improved after seal replacement.
+13228,2024-02-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.277,False,Reliability engineer tagged sample window for model retraining.
+13229,2024-02-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Maintenance note logged for coupling imbalance inspection.
+13230,2024-02-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.521,False,Short-lived packet loss observed at edge gateway gw-02.
+13231,2024-02-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Reliability engineer tagged sample window for model retraining.
+13232,2024-02-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.595,False,Thermal ramp exceeded expected warmup curve before shift start.
+13233,2024-02-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.92,False,Unbalanced load introduced cyclical pressure ripple.
+13234,2024-02-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.635,False,Maintenance crew confirmed lubrication interval was missed.
+13235,2024-02-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Humidity readings track seasonal rise across late spring.
+13236,2024-02-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.011,False,Air handler maintenance reduced humidity variance on finishing line.
+13237,2024-02-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.967,False,Sensor signal clipping observed during startup surge.
+13238,2024-02-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.424,False,Quality hold reduced finishing booth activity for one shift.
+13239,2024-02-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Night shift startup produced higher than normal vibration floor.
+13240,2024-02-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.04,False,Coolant loop adjustment reduced chamber temperature spread.
+13241,2024-02-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Humidity climbed during dock-door open period in afternoon shift.
+13242,2024-02-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.111,False,Reliability engineer tagged sample window for model retraining.
+13243,2024-02-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.057,False,Maintenance scheduler deferred calibration due to spare shortage.
+13244,2024-02-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,61.03,False,Edge collector replayed buffered events after network recovery.
+13245,2024-02-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Thermal ramp exceeded expected warmup curve before shift start.
+13246,2024-02-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13247,2024-02-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.692,False,Maintenance scheduler deferred calibration due to spare shortage.
+13248,2024-02-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.543,False,Maintenance crew confirmed lubrication interval was missed.
+13249,2024-02-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Quality team requested trace review for lot 24-118B.
+13250,2024-02-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.692,False,Reliability engineer tagged sample window for model retraining.
+13251,2024-02-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Machine throughput increase drove sustained pressure uplift.
+13252,2024-02-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Packaging line stop reduced adjacent vibration background.
+13253,2024-02-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Unbalanced load introduced cyclical pressure ripple.
+13254,2024-02-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.398,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13255,2024-02-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13256,2024-02-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.311,False,SCADA backfill inserted two delayed telemetry points.
+13257,2024-02-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.83,False,Thermal ramp exceeded expected warmup curve before shift start.
+13258,2024-02-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.058,False,Maintenance note logged for coupling imbalance inspection.
+13259,2024-02-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.343,False,Vibration harmonics broadened during extended production run.
+13260,2024-02-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.852,False,Operator reported intermittent chatter on machine CNC-04.
+13261,2024-02-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.932,False,Bearing temperature rising faster than baseline on spindle cell.
+13262,2024-02-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.726,False,Machine idle period extended during planned sanitation window.
+13263,2024-02-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.481,False,Maintenance note logged for coupling imbalance inspection.
+13264,2024-02-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.977,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13265,2024-02-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.726,False,Bearing temperature rising faster than baseline on spindle cell.
+13266,2024-02-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.444,False,Short-lived packet loss observed at edge gateway gw-02.
+13267,2024-02-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.75,False,Hydraulic line pressure oscillation detected under load.
+13268,2024-02-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.804,False,Telemetry quality flag downgraded during sensor self-test window.
+13269,2024-02-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Humidity readings track seasonal rise across late spring.
+13270,2024-02-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.179,False,Dust extraction fan offline for 18 minutes on line finishing.
+13271,2024-02-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Humidity excursion near finishing booth during coating run.
+13272,2024-02-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.482,False,Quality hold reduced finishing booth activity for one shift.
+13273,2024-02-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.052,False,Sensor signal clipping observed during startup surge.
+13274,2024-02-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.017,False,Thermal overshoot event coincided with recipe change on furnace.
+13275,2024-02-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Warning threshold updated for pilot predictive-maintenance model.
+13276,2024-02-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.842,False,Shift handoff note referenced unusual noise near press enclosure.
+13277,2024-02-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Supervisory alert generated after three consecutive threshold breaches.
+13278,2024-02-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.754,False,Thermal ramp exceeded expected warmup curve before shift start.
+13279,2024-02-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.924,False,Humidity climbed during dock-door open period in afternoon shift.
+13280,2024-02-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.81,False,Reliability engineer tagged sample window for model retraining.
+13281,2024-02-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Operator reset acknowledged after red-tag inspection.
+13282,2024-02-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.341,False,Humidity climbed during dock-door open period in afternoon shift.
+13283,2024-02-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.014,False,Sensor enclosure opened for manual calibration verification.
+13284,2024-02-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.281,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13285,2024-02-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.659,False,Calibration check overdue by 11 days for press-line transducer.
+13286,2024-02-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.536,False,Humidity climbed during dock-door open period in afternoon shift.
+13287,2024-02-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Quality hold reduced finishing booth activity for one shift.
+13288,2024-02-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,29.978,False,Maintenance crew confirmed lubrication interval was missed.
+13289,2024-02-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.693,False,Pressure peak corresponds to oversized billet batch processing.
+13290,2024-02-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.872,False,Operator reported intermittent chatter on machine CNC-04.
+13291,2024-02-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Night shift startup produced higher than normal vibration floor.
+13292,2024-02-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.647,False,Pressure line purge completed before restart authorization.
+13293,2024-02-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Press cycle dwell time lengthened during high-volume batch.
+13294,2024-02-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.746,False,Machine idle period extended during planned sanitation window.
+13295,2024-02-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13296,2024-02-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.552,False,Quality team requested trace review for lot 24-118B.
+13297,2024-02-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Air handler maintenance reduced humidity variance on finishing line.
+13298,2024-02-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.65,False,Sensor signal clipping observed during startup surge.
+13299,2024-02-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Sensor signal clipping observed during startup surge.
+13300,2024-02-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.724,False,Vibration burst exceeds envelope during tool change cycle.
+13301,2024-02-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Thermal overshoot event coincided with recipe change on furnace.
+13302,2024-02-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.65,False,Air handler maintenance reduced humidity variance on finishing line.
+13303,2024-02-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.514,False,Dust extraction fan offline for 18 minutes on line finishing.
+13304,2024-02-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.046,False,SCADA backfill inserted two delayed telemetry points.
+13305,2024-02-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Edge collector replayed buffered events after network recovery.
+13306,2024-02-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.596,False,Calibration check overdue by 11 days for press-line transducer.
+13307,2024-02-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13308,2024-02-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.646,False,Pressure settled back to nominal after valve reseat.
+13309,2024-02-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.272,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13310,2024-02-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.299,False,Shift handoff note referenced unusual noise near press enclosure.
+13311,2024-02-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.509,False,Calibration check overdue by 11 days for press-line transducer.
+13312,2024-02-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.965,False,Transient outlier matched forklift impact near cabinet wall.
+13313,2024-02-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.922,False,Press cycle dwell time lengthened during high-volume batch.
+13314,2024-02-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.894,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13315,2024-02-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Thermal overshoot event coincided with recipe change on furnace.
+13316,2024-02-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.168,False,Temperature remained elevated during unscheduled overtime run.
+13317,2024-02-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Telemetry quality flag downgraded during sensor self-test window.
+13318,2024-02-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.821,False,Operator reported intermittent chatter on machine CNC-04.
+13319,2024-02-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Dust extraction fan offline for 18 minutes on line finishing.
+13320,2024-02-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.347,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13321,2024-02-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Pressure peak corresponds to oversized billet batch processing.
+13322,2024-02-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Sensor heartbeat delayed by one interval after gateway retry.
+13323,2024-02-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.679,False,Pressure peak corresponds to oversized billet batch processing.
+13324,2024-02-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.036,False,Operator reported intermittent chatter on machine CNC-04.
+13325,2024-02-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.155,False,Edge collector replayed buffered events after network recovery.
+13326,2024-02-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.478,False,Night shift startup produced higher than normal vibration floor.
+13327,2024-02-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.961,False,Anomaly review flagged possible bearing wear progression.
+13328,2024-02-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.052,False,Maintenance crew confirmed lubrication interval was missed.
+13329,2024-02-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,Packaging line stop reduced adjacent vibration background.
+13330,2024-02-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.158,False,Humidity excursion near finishing booth during coating run.
+13331,2024-02-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Shift handoff note referenced unusual noise near press enclosure.
+13332,2024-02-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.231,False,Air handler maintenance reduced humidity variance on finishing line.
+13333,2024-02-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.336,False,Pressure settled back to nominal after valve reseat.
+13334,2024-02-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.267,False,Packaging line stop reduced adjacent vibration background.
+13335,2024-02-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Sensor signal clipping observed during startup surge.
+13336,2024-02-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.276,False,Quality team requested trace review for lot 24-118B.
+13337,2024-02-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13338,2024-02-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.986,False,Sensor signal clipping observed during startup surge.
+13339,2024-02-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.841,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13340,2024-02-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.523,False,Unbalanced load introduced cyclical pressure ripple.
+13341,2024-02-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13342,2024-02-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.006,False,Telemetry quality flag downgraded during sensor self-test window.
+13343,2024-02-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.922,False,Sensor signal clipping observed during startup surge.
+13344,2024-02-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.567,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13345,2024-02-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.357,False,Humidity readings track seasonal rise across late spring.
+13346,2024-02-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.245,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13347,2024-02-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13348,2024-02-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.768,False,Coolant loop adjustment reduced chamber temperature spread.
+13349,2024-02-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.225,False,Operator reported intermittent chatter on machine CNC-04.
+13350,2024-02-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.187,False,Packaging line stop reduced adjacent vibration background.
+13351,2024-02-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.228,False,Maintenance note logged for coupling imbalance inspection.
+13352,2024-02-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.308,False,Thermal overshoot event coincided with recipe change on furnace.
+13353,2024-02-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.55,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13354,2024-02-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.476,False,Pressure peak corresponds to oversized billet batch processing.
+13355,2024-02-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.739,False,Sensor signal clipping observed during startup surge.
+13356,2024-02-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.108,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13357,2024-02-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Thermal overshoot event coincided with recipe change on furnace.
+13358,2024-02-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.122,False,Quality team requested trace review for lot 24-118B.
+13359,2024-02-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13360,2024-02-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.464,False,Machine throughput increase drove sustained pressure uplift.
+13361,2024-02-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.526,False,Operator reported intermittent chatter on machine CNC-04.
+13362,2024-02-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.117,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13363,2024-02-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Transient outlier matched forklift impact near cabinet wall.
+13364,2024-02-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.433,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13365,2024-02-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Night shift startup produced higher than normal vibration floor.
+13366,2024-02-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.424,False,Pressure peak corresponds to oversized billet batch processing.
+13367,2024-02-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.575,False,Short-lived packet loss observed at edge gateway gw-02.
+13368,2024-02-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.269,False,Packaging line stop reduced adjacent vibration background.
+13369,2024-02-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13370,2024-02-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.03,False,Humidity excursion near finishing booth during coating run.
+13371,2024-02-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Temporary gateway failover completed without data loss.
+13372,2024-02-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.069,False,Supervisory alert generated after three consecutive threshold breaches.
+13373,2024-02-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.688,False,Anomaly review flagged possible bearing wear progression.
+13374,2024-02-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.196,False,Sensor signal clipping observed during startup surge.
+13375,2024-02-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.018,False,Humidity climbed during dock-door open period in afternoon shift.
+13376,2024-02-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.235,False,Thermal overshoot event coincided with recipe change on furnace.
+13377,2024-02-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.924,False,Coolant loop adjustment reduced chamber temperature spread.
+13378,2024-02-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Vibration baseline recovered after tool holder replacement.
+13379,2024-02-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13380,2024-02-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.369,False,Maintenance crew confirmed lubrication interval was missed.
+13381,2024-02-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13382,2024-02-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.181,False,Anomaly review flagged possible bearing wear progression.
+13383,2024-02-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Machine throughput increase drove sustained pressure uplift.
+13384,2024-02-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.229,False,Packaging line stop reduced adjacent vibration background.
+13385,2024-02-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Temporary gateway failover completed without data loss.
+13386,2024-02-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.77,False,Operator reset acknowledged after red-tag inspection.
+13387,2024-02-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Pressure line purge completed before restart authorization.
+13388,2024-02-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.862,False,Machine throughput increase drove sustained pressure uplift.
+13389,2024-02-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.817,False,Packaging line stop reduced adjacent vibration background.
+13390,2024-02-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.978,False,Vibration baseline recovered after tool holder replacement.
+13391,2024-02-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.894,False,Vibration harmonics broadened during extended production run.
+13392,2024-02-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.823,False,Machine throughput increase drove sustained pressure uplift.
+13393,2024-02-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Telemetry quality flag downgraded during sensor self-test window.
+13394,2024-02-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.234,False,Air handler maintenance reduced humidity variance on finishing line.
+13395,2024-02-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Press cycle dwell time lengthened during high-volume batch.
+13396,2024-02-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.294,False,Edge collector replayed buffered events after network recovery.
+13397,2024-02-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13398,2024-02-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.224,False,Press cycle dwell time lengthened during high-volume batch.
+13399,2024-02-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13400,2024-02-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.08,False,Dust extraction fan offline for 18 minutes on line finishing.
+13401,2024-02-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Hydraulic line pressure oscillation detected under load.
+13402,2024-02-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.558,False,Supervisory alert generated after three consecutive threshold breaches.
+13403,2024-02-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Packaging line stop reduced adjacent vibration background.
+13404,2024-02-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.878,False,Sensor heartbeat delayed by one interval after gateway retry.
+13405,2024-02-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.965,False,Sensor heartbeat delayed by one interval after gateway retry.
+13406,2024-02-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.86,False,Quality hold reduced finishing booth activity for one shift.
+13407,2024-02-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.663,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13408,2024-02-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.21,False,Anomaly review flagged possible bearing wear progression.
+13409,2024-02-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Thermal ramp exceeded expected warmup curve before shift start.
+13410,2024-02-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.788,False,Shift handoff note referenced unusual noise near press enclosure.
+13411,2024-02-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.681,False,Reliability engineer tagged sample window for model retraining.
+13412,2024-02-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.393,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13413,2024-02-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Temporary gateway failover completed without data loss.
+13414,2024-02-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.538,False,Thermal ramp exceeded expected warmup curve before shift start.
+13415,2024-02-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Sensor signal clipping observed during startup surge.
+13416,2024-02-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.648,False,Pressure settled back to nominal after valve reseat.
+13417,2024-02-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.132,False,Thermal overshoot event coincided with recipe change on furnace.
+13418,2024-02-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.789,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13419,2024-02-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Unbalanced load introduced cyclical pressure ripple.
+13420,2024-02-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.82,False,Humidity excursion near finishing booth during coating run.
+13421,2024-02-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.735,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13422,2024-02-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.178,False,Shift handoff note referenced unusual noise near press enclosure.
+13423,2024-02-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.72,False,Humidity baseline improved after seal replacement.
+13424,2024-02-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.574,False,Sensor signal clipping observed during startup surge.
+13425,2024-02-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.318,False,Vibration harmonics broadened during extended production run.
+13426,2024-02-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.815,False,Night shift startup produced higher than normal vibration floor.
+13427,2024-02-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.371,False,Maintenance crew confirmed lubrication interval was missed.
+13428,2024-02-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.338,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13429,2024-02-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.145,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13430,2024-02-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.63,False,Sensor battery health remains nominal after firmware update.
+13431,2024-02-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.758,False,Machine throughput increase drove sustained pressure uplift.
+13432,2024-02-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.946,False,Vibration harmonics broadened during extended production run.
+13433,2024-02-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Short-lived packet loss observed at edge gateway gw-02.
+13434,2024-02-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.718,False,Sensor enclosure opened for manual calibration verification.
+13435,2024-02-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.427,False,Supervisory alert generated after three consecutive threshold breaches.
+13436,2024-02-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.122,False,Machine throughput increase drove sustained pressure uplift.
+13437,2024-02-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.248,False,Humidity climbed during dock-door open period in afternoon shift.
+13438,2024-02-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.693,False,Unbalanced load introduced cyclical pressure ripple.
+13439,2024-02-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.153,False,Telemetry quality flag downgraded during sensor self-test window.
+13440,2024-02-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.731,False,Telemetry quality flag downgraded during sensor self-test window.
+13441,2024-02-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Supervisory alert generated after three consecutive threshold breaches.
+13442,2024-02-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.656,False,Anomaly review flagged possible bearing wear progression.
+13443,2024-02-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Anomaly review flagged possible bearing wear progression.
+13444,2024-02-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.18,False,Machine idle period extended during planned sanitation window.
+13445,2024-02-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.653,False,Unbalanced load introduced cyclical pressure ripple.
+13446,2024-02-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.409,False,Night shift startup produced higher than normal vibration floor.
+13447,2024-02-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.393,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13448,2024-02-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.96,False,Vibration harmonics broadened during extended production run.
+13449,2024-02-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Calibration check overdue by 11 days for press-line transducer.
+13450,2024-02-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.469,False,Sensor heartbeat delayed by one interval after gateway retry.
+13451,2024-02-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Vibration burst exceeds envelope during tool change cycle.
+13452,2024-02-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13453,2024-02-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.158,False,Quality team requested trace review for lot 24-118B.
+13454,2024-02-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.579,False,Packaging line stop reduced adjacent vibration background.
+13455,2024-02-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.18,False,Temperature variance narrowed after coolant nozzle cleaning.
+13456,2024-02-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.873,False,Quality hold reduced finishing booth activity for one shift.
+13457,2024-02-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.022,False,Hydraulic line pressure oscillation detected under load.
+13458,2024-02-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.344,False,Sensor battery health remains nominal after firmware update.
+13459,2024-02-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.424,False,Reliability engineer tagged sample window for model retraining.
+13460,2024-02-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.12,False,Bearing temperature rising faster than baseline on spindle cell.
+13461,2024-02-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.64,False,Thermal overshoot event coincided with recipe change on furnace.
+13462,2024-02-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.719,False,Humidity climbed during dock-door open period in afternoon shift.
+13463,2024-02-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.053,False,Maintenance note logged for coupling imbalance inspection.
+13464,2024-02-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.3,False,Condensation warning cleared after dehumidifier ramp-up.
+13465,2024-02-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.523,False,Pressure settled back to nominal after valve reseat.
+13466,2024-02-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.871,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13467,2024-02-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Night shift startup produced higher than normal vibration floor.
+13468,2024-02-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.687,False,Maintenance crew confirmed lubrication interval was missed.
+13469,2024-02-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.101,False,Sensor enclosure opened for manual calibration verification.
+13470,2024-02-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.109,False,Maintenance crew confirmed lubrication interval was missed.
+13471,2024-02-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.421,False,Sensor battery health remains nominal after firmware update.
+13472,2024-02-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.748,False,Coolant loop adjustment reduced chamber temperature spread.
+13473,2024-02-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.381,False,Vibration baseline recovered after tool holder replacement.
+13474,2024-02-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Coolant loop adjustment reduced chamber temperature spread.
+13475,2024-02-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Operator reported intermittent chatter on machine CNC-04.
+13476,2024-02-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.007,False,Calibration check overdue by 11 days for press-line transducer.
+13477,2024-02-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.122,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13478,2024-02-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.567,False,Shift handoff note referenced unusual noise near press enclosure.
+13479,2024-02-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.986,False,Pressure settled back to nominal after valve reseat.
+13480,2024-02-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.759,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13481,2024-02-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.577,False,Temperature remained elevated during unscheduled overtime run.
+13482,2024-02-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.717,False,Night shift startup produced higher than normal vibration floor.
+13483,2024-02-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Machine idle period extended during planned sanitation window.
+13484,2024-02-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.779,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13485,2024-02-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Dust extraction fan offline for 18 minutes on line finishing.
+13486,2024-02-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.927,False,Pressure line purge completed before restart authorization.
+13487,2024-02-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.54,False,Reliability engineer tagged sample window for model retraining.
+13488,2024-02-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.751,False,Pressure settled back to nominal after valve reseat.
+13489,2024-02-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.921,False,Maintenance crew confirmed lubrication interval was missed.
+13490,2024-02-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.997,False,Short-lived packet loss observed at edge gateway gw-02.
+13491,2024-02-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.998,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13492,2024-02-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.606,False,Air handler maintenance reduced humidity variance on finishing line.
+13493,2024-02-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.527,False,Anomaly review flagged possible bearing wear progression.
+13494,2024-02-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.863,False,Sensor battery health remains nominal after firmware update.
+13495,2024-02-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.447,False,Night shift startup produced higher than normal vibration floor.
+13496,2024-02-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.897,False,Humidity climbed during dock-door open period in afternoon shift.
+13497,2024-02-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.049,False,Thermal overshoot event coincided with recipe change on furnace.
+13498,2024-02-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.875,False,Quality hold reduced finishing booth activity for one shift.
+13499,2024-02-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.481,False,Air handler maintenance reduced humidity variance on finishing line.
+13500,2024-02-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.865,False,Hydraulic line pressure oscillation detected under load.
+13501,2024-02-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Humidity readings track seasonal rise across late spring.
+13502,2024-02-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.942,False,Operator reported intermittent chatter on machine CNC-04.
+13503,2024-02-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.202,False,Quality hold reduced finishing booth activity for one shift.
+13504,2024-02-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.213,False,Sensor battery health remains nominal after firmware update.
+13505,2024-02-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.449,False,Reliability engineer tagged sample window for model retraining.
+13506,2024-02-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.439,False,Humidity readings track seasonal rise across late spring.
+13507,2024-02-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.857,False,Maintenance crew confirmed lubrication interval was missed.
+13508,2024-02-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.025,False,Condensation warning cleared after dehumidifier ramp-up.
+13509,2024-02-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.173,False,Temperature variance narrowed after coolant nozzle cleaning.
+13510,2024-02-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.175,False,Humidity baseline improved after seal replacement.
+13511,2024-02-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.885,False,Press cycle dwell time lengthened during high-volume batch.
+13512,2024-02-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.22,False,Humidity readings track seasonal rise across late spring.
+13513,2024-02-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Quality team requested trace review for lot 24-118B.
+13514,2024-02-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.39,False,Pressure settled back to nominal after valve reseat.
+13515,2024-02-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13516,2024-02-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.318,False,Humidity readings track seasonal rise across late spring.
+13517,2024-02-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.248,False,Warning threshold updated for pilot predictive-maintenance model.
+13518,2024-02-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.891,False,Short-lived packet loss observed at edge gateway gw-02.
+13519,2024-02-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Humidity readings track seasonal rise across late spring.
+13520,2024-02-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.211,False,Pressure settled back to nominal after valve reseat.
+13521,2024-02-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Pressure settled back to nominal after valve reseat.
+13522,2024-02-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.115,False,Unbalanced load introduced cyclical pressure ripple.
+13523,2024-02-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.874,False,Unbalanced load introduced cyclical pressure ripple.
+13524,2024-02-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.388,False,Sensor heartbeat delayed by one interval after gateway retry.
+13525,2024-02-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.657,False,Sensor signal clipping observed during startup surge.
+13526,2024-02-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.298,False,Press cycle dwell time lengthened during high-volume batch.
+13527,2024-02-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.581,False,Pressure peak corresponds to oversized billet batch processing.
+13528,2024-02-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.033,False,Sensor enclosure opened for manual calibration verification.
+13529,2024-02-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Pressure line purge completed before restart authorization.
+13530,2024-02-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.567,False,SCADA backfill inserted two delayed telemetry points.
+13531,2024-02-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Dust extraction fan offline for 18 minutes on line finishing.
+13532,2024-02-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.009,False,Warning threshold updated for pilot predictive-maintenance model.
+13533,2024-02-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Operator reset acknowledged after red-tag inspection.
+13534,2024-02-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.235,False,Pressure peak corresponds to oversized billet batch processing.
+13535,2024-02-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.226,False,Air handler maintenance reduced humidity variance on finishing line.
+13536,2024-02-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.497,False,Pressure line purge completed before restart authorization.
+13537,2024-02-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13538,2024-02-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.72,False,Air handler maintenance reduced humidity variance on finishing line.
+13539,2024-02-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Thermal overshoot event coincided with recipe change on furnace.
+13540,2024-02-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.978,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13541,2024-02-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.988,False,Pressure settled back to nominal after valve reseat.
+13542,2024-02-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.007,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13543,2024-02-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Maintenance scheduler deferred calibration due to spare shortage.
+13544,2024-02-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.866,False,Pressure line purge completed before restart authorization.
+13545,2024-02-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Humidity baseline improved after seal replacement.
+13546,2024-02-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.252,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13547,2024-02-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.277,False,Quality hold reduced finishing booth activity for one shift.
+13548,2024-02-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.501,False,Dust extraction fan offline for 18 minutes on line finishing.
+13549,2024-02-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Unbalanced load introduced cyclical pressure ripple.
+13550,2024-02-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.991,False,Air handler maintenance reduced humidity variance on finishing line.
+13551,2024-02-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Sensor enclosure opened for manual calibration verification.
+13552,2024-02-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.556,False,Humidity climbed during dock-door open period in afternoon shift.
+13553,2024-02-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Air handler maintenance reduced humidity variance on finishing line.
+13554,2024-02-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.295,False,Sensor enclosure opened for manual calibration verification.
+13555,2024-02-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.43,False,Humidity excursion near finishing booth during coating run.
+13556,2024-02-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.334,False,Press cycle dwell time lengthened during high-volume batch.
+13557,2024-02-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.095,False,Telemetry quality flag downgraded during sensor self-test window.
+13558,2024-02-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.798,False,Thermal ramp exceeded expected warmup curve before shift start.
+13559,2024-02-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.684,False,Maintenance scheduler deferred calibration due to spare shortage.
+13560,2024-02-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.023,False,Anomaly review flagged possible bearing wear progression.
+13561,2024-02-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13562,2024-02-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.326,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13563,2024-02-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.801,False,Unbalanced load introduced cyclical pressure ripple.
+13564,2024-02-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.309,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13565,2024-02-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.627,False,Maintenance scheduler deferred calibration due to spare shortage.
+13566,2024-02-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.533,False,Thermal overshoot event coincided with recipe change on furnace.
+13567,2024-02-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.047,False,Maintenance note logged for coupling imbalance inspection.
+13568,2024-02-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.289,False,Condensation warning cleared after dehumidifier ramp-up.
+13569,2024-02-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.96,False,Condensation warning cleared after dehumidifier ramp-up.
+13570,2024-02-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.792,False,Calibration check overdue by 11 days for press-line transducer.
+13571,2024-02-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Calibration check overdue by 11 days for press-line transducer.
+13572,2024-02-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.119,False,Night shift startup produced higher than normal vibration floor.
+13573,2024-02-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.161,False,Warning threshold updated for pilot predictive-maintenance model.
+13574,2024-02-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.906,False,Dust extraction fan offline for 18 minutes on line finishing.
+13575,2024-02-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.527,False,Sensor battery health remains nominal after firmware update.
+13576,2024-02-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.424,False,Calibration check overdue by 11 days for press-line transducer.
+13577,2024-02-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,SCADA backfill inserted two delayed telemetry points.
+13578,2024-02-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.673,False,Packaging line stop reduced adjacent vibration background.
+13579,2024-02-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.086,False,Sensor signal clipping observed during startup surge.
+13580,2024-02-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.146,False,Machine idle period extended during planned sanitation window.
+13581,2024-02-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Hydraulic line pressure oscillation detected under load.
+13582,2024-02-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.377,False,Transient outlier matched forklift impact near cabinet wall.
+13583,2024-02-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.982,False,Calibration check overdue by 11 days for press-line transducer.
+13584,2024-02-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.906,False,Transient outlier matched forklift impact near cabinet wall.
+13585,2024-02-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.629,False,Shift handoff note referenced unusual noise near press enclosure.
+13586,2024-02-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.486,False,Bearing temperature rising faster than baseline on spindle cell.
+13587,2024-02-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.933,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13588,2024-02-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.681,False,Edge collector replayed buffered events after network recovery.
+13589,2024-02-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.715,False,Maintenance crew confirmed lubrication interval was missed.
+13590,2024-02-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.215,False,Calibration check overdue by 11 days for press-line transducer.
+13591,2024-02-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.929,False,Maintenance crew confirmed lubrication interval was missed.
+13592,2024-02-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.0,False,Hydraulic line pressure oscillation detected under load.
+13593,2024-02-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Sensor signal clipping observed during startup surge.
+13594,2024-02-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.466,False,Humidity baseline improved after seal replacement.
+13595,2024-02-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Sensor enclosure opened for manual calibration verification.
+13596,2024-02-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.082,False,Short-lived packet loss observed at edge gateway gw-02.
+13597,2024-02-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.669,False,Pressure line purge completed before restart authorization.
+13598,2024-02-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.497,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13599,2024-02-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Press cycle dwell time lengthened during high-volume batch.
+13600,2024-02-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.126,False,Maintenance crew confirmed lubrication interval was missed.
+13601,2024-02-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Thermal ramp exceeded expected warmup curve before shift start.
+13602,2024-02-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.953,False,Sensor heartbeat delayed by one interval after gateway retry.
+13603,2024-02-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Hydraulic line pressure oscillation detected under load.
+13604,2024-02-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.682,False,Dust extraction fan offline for 18 minutes on line finishing.
+13605,2024-02-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Telemetry quality flag downgraded during sensor self-test window.
+13606,2024-02-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.679,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13607,2024-02-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Press cycle dwell time lengthened during high-volume batch.
+13608,2024-02-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,58.484,False,Temperature remained elevated during unscheduled overtime run.
+13609,2024-02-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Packaging line stop reduced adjacent vibration background.
+13610,2024-02-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.398,False,SCADA backfill inserted two delayed telemetry points.
+13611,2024-02-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.606,False,Vibration baseline recovered after tool holder replacement.
+13612,2024-02-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.124,False,Quality hold reduced finishing booth activity for one shift.
+13613,2024-02-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Reliability engineer tagged sample window for model retraining.
+13614,2024-02-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.569,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13615,2024-02-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Reliability engineer tagged sample window for model retraining.
+13616,2024-02-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.299,False,Pressure settled back to nominal after valve reseat.
+13617,2024-02-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Humidity baseline improved after seal replacement.
+13618,2024-02-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.323,False,Sensor battery health remains nominal after firmware update.
+13619,2024-02-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.642,False,Humidity baseline improved after seal replacement.
+13620,2024-02-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.555,False,Humidity climbed during dock-door open period in afternoon shift.
+13621,2024-02-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.458,False,Short-lived packet loss observed at edge gateway gw-02.
+13622,2024-02-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.826,False,Sensor signal clipping observed during startup surge.
+13623,2024-02-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Sensor battery health remains nominal after firmware update.
+13624,2024-02-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.189,False,Operator reset acknowledged after red-tag inspection.
+13625,2024-02-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Coolant loop adjustment reduced chamber temperature spread.
+13626,2024-02-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.644,False,Edge collector replayed buffered events after network recovery.
+13627,2024-02-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.538,False,Pressure line purge completed before restart authorization.
+13628,2024-02-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.512,False,Sensor enclosure opened for manual calibration verification.
+13629,2024-02-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.162,False,Quality team requested trace review for lot 24-118B.
+13630,2024-02-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.744,False,Anomaly review flagged possible bearing wear progression.
+13631,2024-02-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.266,False,Short-lived packet loss observed at edge gateway gw-02.
+13632,2024-02-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.867,False,Machine throughput increase drove sustained pressure uplift.
+13633,2024-02-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.409,False,Humidity excursion near finishing booth during coating run.
+13634,2024-02-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.868,False,Maintenance note logged for coupling imbalance inspection.
+13635,2024-02-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Warning threshold updated for pilot predictive-maintenance model.
+13636,2024-02-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.927,False,Packaging line stop reduced adjacent vibration background.
+13637,2024-02-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.157,False,Night shift startup produced higher than normal vibration floor.
+13638,2024-02-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.538,False,Unbalanced load introduced cyclical pressure ripple.
+13639,2024-02-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.492,False,Thermal ramp exceeded expected warmup curve before shift start.
+13640,2024-02-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.563,False,Operator reset acknowledged after red-tag inspection.
+13641,2024-02-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.755,False,Anomaly review flagged possible bearing wear progression.
+13642,2024-02-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.608,False,Humidity excursion near finishing booth during coating run.
+13643,2024-02-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Maintenance crew confirmed lubrication interval was missed.
+13644,2024-02-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.972,False,Temporary gateway failover completed without data loss.
+13645,2024-02-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Sensor signal clipping observed during startup surge.
+13646,2024-02-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.062,False,Sensor enclosure opened for manual calibration verification.
+13647,2024-02-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.869,False,Reliability engineer tagged sample window for model retraining.
+13648,2024-02-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.406,False,Humidity baseline improved after seal replacement.
+13649,2024-02-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.839,False,Supervisory alert generated after three consecutive threshold breaches.
+13650,2024-02-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.937,False,Supervisory alert generated after three consecutive threshold breaches.
+13651,2024-02-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.336,False,Sensor enclosure opened for manual calibration verification.
+13652,2024-02-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.446,False,Calibration check overdue by 11 days for press-line transducer.
+13653,2024-02-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Pressure line purge completed before restart authorization.
+13654,2024-02-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.073,False,Anomaly review flagged possible bearing wear progression.
+13655,2024-02-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.031,False,Operator reset acknowledged after red-tag inspection.
+13656,2024-02-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.794,False,Shift handoff note referenced unusual noise near press enclosure.
+13657,2024-02-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.357,False,Short-lived packet loss observed at edge gateway gw-02.
+13658,2024-02-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.427,False,Packaging line stop reduced adjacent vibration background.
+13659,2024-02-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Air handler maintenance reduced humidity variance on finishing line.
+13660,2024-02-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.015,False,Operator reported intermittent chatter on machine CNC-04.
+13661,2024-02-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13662,2024-02-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.376,False,Maintenance scheduler deferred calibration due to spare shortage.
+13663,2024-02-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.028,False,Machine idle period extended during planned sanitation window.
+13664,2024-02-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.947,False,Press cycle dwell time lengthened during high-volume batch.
+13665,2024-02-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.437,False,Packaging line stop reduced adjacent vibration background.
+13666,2024-02-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.95,False,Condensation warning cleared after dehumidifier ramp-up.
+13667,2024-02-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.929,False,Pressure peak corresponds to oversized billet batch processing.
+13668,2024-02-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.225,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13669,2024-02-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.743,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13670,2024-02-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.253,False,Vibration harmonics broadened during extended production run.
+13671,2024-02-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.519,False,SCADA backfill inserted two delayed telemetry points.
+13672,2024-02-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.7,False,Maintenance scheduler deferred calibration due to spare shortage.
+13673,2024-02-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.952,False,Quality hold reduced finishing booth activity for one shift.
+13674,2024-02-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.078,False,Anomaly review flagged possible bearing wear progression.
+13675,2024-02-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.419,False,Vibration burst exceeds envelope during tool change cycle.
+13676,2024-02-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.563,False,Humidity readings track seasonal rise across late spring.
+13677,2024-02-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Pressure line purge completed before restart authorization.
+13678,2024-02-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.76,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13679,2024-02-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.836,False,Maintenance scheduler deferred calibration due to spare shortage.
+13680,2024-02-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.555,False,Dust extraction fan offline for 18 minutes on line finishing.
+13681,2024-02-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.687,False,Reliability engineer tagged sample window for model retraining.
+13682,2024-02-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.128,False,Calibration check overdue by 11 days for press-line transducer.
+13683,2024-02-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.054,False,Bearing temperature rising faster than baseline on spindle cell.
+13684,2024-02-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.102,False,Short-lived packet loss observed at edge gateway gw-02.
+13685,2024-02-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13686,2024-02-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.212,False,Calibration check overdue by 11 days for press-line transducer.
+13687,2024-02-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.43,False,Vibration harmonics broadened during extended production run.
+13688,2024-02-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.33,False,Reliability engineer tagged sample window for model retraining.
+13689,2024-02-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Transient outlier matched forklift impact near cabinet wall.
+13690,2024-02-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.571,False,Sensor signal clipping observed during startup surge.
+13691,2024-02-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Quality hold reduced finishing booth activity for one shift.
+13692,2024-02-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.551,False,Vibration baseline recovered after tool holder replacement.
+13693,2024-02-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Temperature variance narrowed after coolant nozzle cleaning.
+13694,2024-02-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.024,False,Air handler maintenance reduced humidity variance on finishing line.
+13695,2024-02-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.199,False,Machine idle period extended during planned sanitation window.
+13696,2024-02-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.213,False,Vibration harmonics broadened during extended production run.
+13697,2024-02-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Air handler maintenance reduced humidity variance on finishing line.
+13698,2024-02-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.134,False,Vibration burst exceeds envelope during tool change cycle.
+13699,2024-02-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.438,False,Machine throughput increase drove sustained pressure uplift.
+13700,2024-02-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.245,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13701,2024-02-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Temporary gateway failover completed without data loss.
+13702,2024-02-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.2,False,Unbalanced load introduced cyclical pressure ripple.
+13703,2024-02-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Sensor battery health remains nominal after firmware update.
+13704,2024-02-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.065,False,Operator reported intermittent chatter on machine CNC-04.
+13705,2024-02-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13706,2024-02-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.307,False,Condensation warning cleared after dehumidifier ramp-up.
+13707,2024-02-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.085,False,Air handler maintenance reduced humidity variance on finishing line.
+13708,2024-02-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.139,False,Operator reported intermittent chatter on machine CNC-04.
+13709,2024-02-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.272,False,Supervisory alert generated after three consecutive threshold breaches.
+13710,2024-02-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.784,False,Operator reported intermittent chatter on machine CNC-04.
+13711,2024-02-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.794,False,Transient outlier matched forklift impact near cabinet wall.
+13712,2024-02-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.309,False,Thermal overshoot event coincided with recipe change on furnace.
+13713,2024-02-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.292,False,Warning threshold updated for pilot predictive-maintenance model.
+13714,2024-02-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.285,False,Quality hold reduced finishing booth activity for one shift.
+13715,2024-02-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.975,False,Sensor battery health remains nominal after firmware update.
+13716,2024-02-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.001,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13717,2024-02-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Bearing temperature rising faster than baseline on spindle cell.
+13718,2024-02-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.796,False,Pressure peak corresponds to oversized billet batch processing.
+13719,2024-02-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.712,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13720,2024-02-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.17,False,Maintenance note logged for coupling imbalance inspection.
+13721,2024-02-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.232,False,Humidity baseline improved after seal replacement.
+13722,2024-02-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13723,2024-02-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.189,False,Sensor enclosure opened for manual calibration verification.
+13724,2024-02-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.363,False,SCADA backfill inserted two delayed telemetry points.
+13725,2024-02-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Telemetry quality flag downgraded during sensor self-test window.
+13726,2024-02-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.163,False,Humidity readings track seasonal rise across late spring.
+13727,2024-02-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Temperature remained elevated during unscheduled overtime run.
+13728,2024-02-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.535,False,Edge collector replayed buffered events after network recovery.
+13729,2024-02-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Warning threshold updated for pilot predictive-maintenance model.
+13730,2024-02-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.035,False,Sensor signal clipping observed during startup surge.
+13731,2024-02-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Bearing temperature rising faster than baseline on spindle cell.
+13732,2024-02-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.249,False,Night shift startup produced higher than normal vibration floor.
+13733,2024-02-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13734,2024-02-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.504,False,Maintenance note logged for coupling imbalance inspection.
+13735,2024-02-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.353,False,Pressure settled back to nominal after valve reseat.
+13736,2024-02-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.125,False,Sensor battery health remains nominal after firmware update.
+13737,2024-02-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Machine idle period extended during planned sanitation window.
+13738,2024-02-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,53.781,False,Bearing temperature rising faster than baseline on spindle cell.
+13739,2024-02-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.575,False,Pressure peak corresponds to oversized billet batch processing.
+13740,2024-02-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.29,False,Sensor battery health remains nominal after firmware update.
+13741,2024-02-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Vibration baseline recovered after tool holder replacement.
+13742,2024-02-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.022,False,Shift handoff note referenced unusual noise near press enclosure.
+13743,2024-02-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.094,False,Maintenance scheduler deferred calibration due to spare shortage.
+13744,2024-02-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.377,False,Unbalanced load introduced cyclical pressure ripple.
+13745,2024-02-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.434,False,Unbalanced load introduced cyclical pressure ripple.
+13746,2024-02-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.166,False,Maintenance crew confirmed lubrication interval was missed.
+13747,2024-02-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Maintenance scheduler deferred calibration due to spare shortage.
+13748,2024-02-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.749,False,Vibration baseline recovered after tool holder replacement.
+13749,2024-02-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13750,2024-02-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.344,False,Thermal ramp exceeded expected warmup curve before shift start.
+13751,2024-02-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Quality team requested trace review for lot 24-118B.
+13752,2024-02-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.184,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13753,2024-02-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13754,2024-02-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.392,False,Coolant loop adjustment reduced chamber temperature spread.
+13755,2024-02-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.014,False,Operator reported intermittent chatter on machine CNC-04.
+13756,2024-02-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.201,False,SCADA backfill inserted two delayed telemetry points.
+13757,2024-02-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.923,False,Vibration harmonics broadened during extended production run.
+13758,2024-02-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Dust extraction fan offline for 18 minutes on line finishing.
+13759,2024-02-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.742,False,Short-lived packet loss observed at edge gateway gw-02.
+13760,2024-02-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13761,2024-02-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.9,False,Humidity excursion near finishing booth during coating run.
+13762,2024-02-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.1,False,Warning threshold updated for pilot predictive-maintenance model.
+13763,2024-02-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Vibration burst exceeds envelope during tool change cycle.
+13764,2024-02-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.411,False,Maintenance note logged for coupling imbalance inspection.
+13765,2024-02-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.056,False,Short-lived packet loss observed at edge gateway gw-02.
+13766,2024-02-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.016,False,Sensor signal clipping observed during startup surge.
+13767,2024-02-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.6,False,Thermal overshoot event coincided with recipe change on furnace.
+13768,2024-02-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.859,False,Calibration check overdue by 11 days for press-line transducer.
+13769,2024-02-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,SCADA backfill inserted two delayed telemetry points.
+13770,2024-02-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.059,False,Thermal ramp exceeded expected warmup curve before shift start.
+13771,2024-02-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.806,False,Air handler maintenance reduced humidity variance on finishing line.
+13772,2024-02-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.865,False,Quality team requested trace review for lot 24-118B.
+13773,2024-02-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.607,False,Warning threshold updated for pilot predictive-maintenance model.
+13774,2024-02-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.573,False,Sensor enclosure opened for manual calibration verification.
+13775,2024-02-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Pressure line purge completed before restart authorization.
+13776,2024-02-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.369,False,Machine idle period extended during planned sanitation window.
+13777,2024-02-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.43,False,Sensor battery health remains nominal after firmware update.
+13778,2024-02-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.83,False,Vibration baseline recovered after tool holder replacement.
+13779,2024-02-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Vibration baseline recovered after tool holder replacement.
+13780,2024-02-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.118,False,Pressure settled back to nominal after valve reseat.
+13781,2024-02-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.368,False,Press cycle dwell time lengthened during high-volume batch.
+13782,2024-02-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.377,False,Pressure settled back to nominal after valve reseat.
+13783,2024-02-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.086,False,Operator reported intermittent chatter on machine CNC-04.
+13784,2024-02-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.851,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13785,2024-02-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Maintenance note logged for coupling imbalance inspection.
+13786,2024-02-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.472,False,Coolant loop adjustment reduced chamber temperature spread.
+13787,2024-02-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Edge collector replayed buffered events after network recovery.
+13788,2024-02-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.2,False,Transient outlier matched forklift impact near cabinet wall.
+13789,2024-02-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.156,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13790,2024-02-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.278,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13791,2024-02-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.588,False,Supervisory alert generated after three consecutive threshold breaches.
+13792,2024-02-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.857,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13793,2024-02-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.693,False,Sensor battery health remains nominal after firmware update.
+13794,2024-02-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.417,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13795,2024-02-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Machine throughput increase drove sustained pressure uplift.
+13796,2024-02-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.331,False,Transient outlier matched forklift impact near cabinet wall.
+13797,2024-02-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Transient outlier matched forklift impact near cabinet wall.
+13798,2024-02-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.056,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13799,2024-02-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.673,False,Sensor battery health remains nominal after firmware update.
+13800,2024-02-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.985,False,Reliability engineer tagged sample window for model retraining.
+13801,2024-02-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.163,False,Coolant loop adjustment reduced chamber temperature spread.
+13802,2024-02-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13803,2024-02-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.657,False,Coolant loop adjustment reduced chamber temperature spread.
+13804,2024-02-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.566,False,Pressure peak corresponds to oversized billet batch processing.
+13805,2024-02-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Dust extraction fan offline for 18 minutes on line finishing.
+13806,2024-02-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.261,False,Vibration burst exceeds envelope during tool change cycle.
+13807,2024-02-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.798,False,Humidity excursion near finishing booth during coating run.
+13808,2024-02-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.182,False,Anomaly review flagged possible bearing wear progression.
+13809,2024-02-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.853,False,Pressure settled back to nominal after valve reseat.
+13810,2024-02-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.67,False,Quality hold reduced finishing booth activity for one shift.
+13811,2024-02-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Transient outlier matched forklift impact near cabinet wall.
+13812,2024-02-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.903,False,Edge collector replayed buffered events after network recovery.
+13813,2024-02-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Temperature variance narrowed after coolant nozzle cleaning.
+13814,2024-02-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.034,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13815,2024-02-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Condensation warning cleared after dehumidifier ramp-up.
+13816,2024-02-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.433,False,Vibration baseline recovered after tool holder replacement.
+13817,2024-02-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.41,False,Anomaly review flagged possible bearing wear progression.
+13818,2024-02-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.71,False,Humidity climbed during dock-door open period in afternoon shift.
+13819,2024-02-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Coolant loop adjustment reduced chamber temperature spread.
+13820,2024-02-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.093,False,Temporary gateway failover completed without data loss.
+13821,2024-02-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.67,False,Supervisory alert generated after three consecutive threshold breaches.
+13822,2024-02-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.976,False,Pressure settled back to nominal after valve reseat.
+13823,2024-02-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.224,False,Ambient temperature stabilized after HVAC stage-two engagement.
+13824,2024-02-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.361,False,Quality hold reduced finishing booth activity for one shift.
+13825,2024-02-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.744,False,Temporary gateway failover completed without data loss.
+13826,2024-02-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.877,False,Supervisory alert generated after three consecutive threshold breaches.
+13827,2024-02-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Bearing temperature rising faster than baseline on spindle cell.
+13828,2024-02-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.825,False,Shift handoff note referenced unusual noise near press enclosure.
+13829,2024-02-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.978,False,Humidity excursion near finishing booth during coating run.
+13830,2024-02-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.099,False,Quality hold reduced finishing booth activity for one shift.
+13831,2024-02-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Warning threshold updated for pilot predictive-maintenance model.
+13832,2024-02-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.758,False,Calibration check overdue by 11 days for press-line transducer.
+13833,2024-02-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+13834,2024-02-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.604,False,Operator reset acknowledged after red-tag inspection.
+13835,2024-02-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.525,False,Night shift startup produced higher than normal vibration floor.
+13836,2024-02-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.256,False,Sensor heartbeat delayed by one interval after gateway retry.
+13837,2024-02-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13838,2024-02-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.636,False,Coolant loop adjustment reduced chamber temperature spread.
+13839,2024-02-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Shift handoff note referenced unusual noise near press enclosure.
+13840,2024-02-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.79,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13841,2024-02-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Machine idle period extended during planned sanitation window.
+13842,2024-02-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.094,False,Operator reported intermittent chatter on machine CNC-04.
+13843,2024-02-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.096,False,Sensor enclosure opened for manual calibration verification.
+13844,2024-02-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.4,False,Shift handoff note referenced unusual noise near press enclosure.
+13845,2024-02-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.995,False,Thermal overshoot event coincided with recipe change on furnace.
+13846,2024-02-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.038,False,Humidity excursion near finishing booth during coating run.
+13847,2024-02-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.107,False,Sensor signal clipping observed during startup surge.
+13848,2024-02-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.245,False,Shift handoff note referenced unusual noise near press enclosure.
+13849,2024-02-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Pressure line purge completed before restart authorization.
+13850,2024-02-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.589,False,Sensor heartbeat delayed by one interval after gateway retry.
+13851,2024-02-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Vibration burst exceeds envelope during tool change cycle.
+13852,2024-02-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.138,False,Pressure peak corresponds to oversized billet batch processing.
+13853,2024-02-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.587,False,Sensor heartbeat delayed by one interval after gateway retry.
+13854,2024-02-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.922,False,Maintenance note logged for coupling imbalance inspection.
+13855,2024-02-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Humidity climbed during dock-door open period in afternoon shift.
+13856,2024-02-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.308,False,Quality hold reduced finishing booth activity for one shift.
+13857,2024-02-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.16,False,Maintenance crew confirmed lubrication interval was missed.
+13858,2024-02-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.701,False,Shift handoff note referenced unusual noise near press enclosure.
+13859,2024-02-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.158,False,Edge collector replayed buffered events after network recovery.
+13860,2024-02-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.356,False,Temperature remained elevated during unscheduled overtime run.
+13861,2024-02-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.262,False,Humidity excursion near finishing booth during coating run.
+13862,2024-02-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.188,False,Maintenance crew confirmed lubrication interval was missed.
+13863,2024-02-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Maintenance note logged for coupling imbalance inspection.
+13864,2024-02-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.643,False,Edge collector replayed buffered events after network recovery.
+13865,2024-02-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Humidity climbed during dock-door open period in afternoon shift.
+13866,2024-02-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.864,False,Night shift startup produced higher than normal vibration floor.
+13867,2024-02-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.391,False,Reliability engineer tagged sample window for model retraining.
+13868,2024-02-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.853,False,Operator reset acknowledged after red-tag inspection.
+13869,2024-02-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.667,False,Sensor battery health remains nominal after firmware update.
+13870,2024-02-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.288,False,Bearing temperature rising faster than baseline on spindle cell.
+13871,2024-02-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.599,False,Quality hold reduced finishing booth activity for one shift.
+13872,2024-02-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.699,False,Operator reported intermittent chatter on machine CNC-04.
+13873,2024-02-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Humidity readings track seasonal rise across late spring.
+13874,2024-02-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.705,False,SCADA backfill inserted two delayed telemetry points.
+13875,2024-02-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.209,False,Supervisory alert generated after three consecutive threshold breaches.
+13876,2024-02-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.858,False,Supervisory alert generated after three consecutive threshold breaches.
+13877,2024-02-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.882,False,Quality hold reduced finishing booth activity for one shift.
+13878,2024-02-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.505,False,Condensation warning cleared after dehumidifier ramp-up.
+13879,2024-02-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.632,False,Machine idle period extended during planned sanitation window.
+13880,2024-02-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.321,False,Short-lived packet loss observed at edge gateway gw-02.
+13881,2024-02-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.941,False,Thermal overshoot event coincided with recipe change on furnace.
+13882,2024-02-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.527,False,Vibration burst exceeds envelope during tool change cycle.
+13883,2024-02-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.414,False,Temperature remained elevated during unscheduled overtime run.
+13884,2024-02-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.592,False,Operator reported intermittent chatter on machine CNC-04.
+13885,2024-02-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.354,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13886,2024-02-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.765,False,Quality hold reduced finishing booth activity for one shift.
+13887,2024-02-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.341,False,Temporary gateway failover completed without data loss.
+13888,2024-02-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.035,False,Temperature variance narrowed after coolant nozzle cleaning.
+13889,2024-02-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Humidity climbed during dock-door open period in afternoon shift.
+13890,2024-02-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.119,False,Operator reported intermittent chatter on machine CNC-04.
+13891,2024-02-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.843,False,Edge collector replayed buffered events after network recovery.
+13892,2024-02-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.864,False,Sensor enclosure opened for manual calibration verification.
+13893,2024-02-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.14,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13894,2024-02-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.613,False,Press cycle dwell time lengthened during high-volume batch.
+13895,2024-02-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.275,False,Supervisory alert generated after three consecutive threshold breaches.
+13896,2024-02-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.569,False,Quality hold reduced finishing booth activity for one shift.
+13897,2024-02-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Maintenance scheduler deferred calibration due to spare shortage.
+13898,2024-02-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.513,False,Humidity baseline improved after seal replacement.
+13899,2024-02-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.562,False,Calibration check overdue by 11 days for press-line transducer.
+13900,2024-02-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.73,False,Dust extraction fan offline for 18 minutes on line finishing.
+13901,2024-02-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.655,False,SCADA backfill inserted two delayed telemetry points.
+13902,2024-02-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.902,False,Night shift startup produced higher than normal vibration floor.
+13903,2024-02-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Shift handoff note referenced unusual noise near press enclosure.
+13904,2024-02-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.878,False,Quality hold reduced finishing booth activity for one shift.
+13905,2024-02-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Coolant loop adjustment reduced chamber temperature spread.
+13906,2024-02-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.473,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13907,2024-02-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13908,2024-02-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.554,False,Pressure line purge completed before restart authorization.
+13909,2024-02-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Transient outlier matched forklift impact near cabinet wall.
+13910,2024-02-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.902,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13911,2024-02-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.494,False,Temperature remained elevated during unscheduled overtime run.
+13912,2024-02-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.775,False,Sensor heartbeat delayed by one interval after gateway retry.
+13913,2024-02-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13914,2024-02-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.749,False,Sensor 3 drift suspected after cross-check with manual gauge.
+13915,2024-02-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.827,False,Vibration baseline recovered after tool holder replacement.
+13916,2024-02-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.578,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13917,2024-02-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Short-lived packet loss observed at edge gateway gw-02.
+13918,2024-02-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.757,False,Vibration harmonics broadened during extended production run.
+13919,2024-02-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.71,False,Sensor signal clipping observed during startup surge.
+13920,2024-02-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.432,False,Anomaly review flagged possible bearing wear progression.
+13921,2024-02-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.36,False,Pressure settled back to nominal after valve reseat.
+13922,2024-02-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.03,False,Shift handoff note referenced unusual noise near press enclosure.
+13923,2024-02-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.525,False,Heat-treat furnace door cycling increased localized temperature spikes.
+13924,2024-02-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.441,False,Thermal ramp exceeded expected warmup curve before shift start.
+13925,2024-02-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Quality hold reduced finishing booth activity for one shift.
+13926,2024-02-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.726,False,Air handler maintenance reduced humidity variance on finishing line.
+13927,2024-02-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.749,False,Telemetry quality flag downgraded during sensor self-test window.
+13928,2024-02-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.249,False,Maintenance crew confirmed lubrication interval was missed.
+13929,2024-02-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.664,False,Air handler maintenance reduced humidity variance on finishing line.
+13930,2024-02-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.382,False,Thermal ramp exceeded expected warmup curve before shift start.
+13931,2024-02-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Quality team requested trace review for lot 24-118B.
+13932,2024-02-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.201,False,Telemetry quality flag downgraded during sensor self-test window.
+13933,2024-02-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.133,False,Pressure settled back to nominal after valve reseat.
+13934,2024-02-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.889,False,Coolant loop adjustment reduced chamber temperature spread.
+13935,2024-02-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Sensor battery health remains nominal after firmware update.
+13936,2024-02-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.185,False,Pressure line purge completed before restart authorization.
+13937,2024-02-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.051,False,Humidity baseline improved after seal replacement.
+13938,2024-02-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.287,False,Bearing temperature rising faster than baseline on spindle cell.
+13939,2024-02-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.171,False,Sensor signal clipping observed during startup surge.
+13940,2024-02-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13941,2024-02-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.807,False,Temporary gateway failover completed without data loss.
+13942,2024-02-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.948,False,Bearing temperature rising faster than baseline on spindle cell.
+13943,2024-02-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Temporary gateway failover completed without data loss.
+13944,2024-02-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.303,False,Reliability engineer tagged sample window for model retraining.
+13945,2024-02-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.951,False,Sensor signal clipping observed during startup surge.
+13946,2024-02-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.662,False,Temporary gateway failover completed without data loss.
+13947,2024-02-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.492,False,Humidity baseline improved after seal replacement.
+13948,2024-02-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.347,False,Humidity climbed during dock-door open period in afternoon shift.
+13949,2024-02-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.463,False,Operator reported intermittent chatter on machine CNC-04.
+13950,2024-02-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.542,False,Humidity climbed during dock-door open period in afternoon shift.
+13951,2024-02-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.556,False,Humidity readings track seasonal rise across late spring.
+13952,2024-02-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.491,False,Operator reported intermittent chatter on machine CNC-04.
+13953,2024-02-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Humidity baseline improved after seal replacement.
+13954,2024-02-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.596,False,Sensor heartbeat delayed by one interval after gateway retry.
+13955,2024-02-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.369,False,Temperature remained elevated during unscheduled overtime run.
+13956,2024-02-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.806,False,Transient outlier matched forklift impact near cabinet wall.
+13957,2024-02-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Packaging line stop reduced adjacent vibration background.
+13958,2024-02-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.93,False,Air handler maintenance reduced humidity variance on finishing line.
+13959,2024-02-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.554,False,Machine idle period extended during planned sanitation window.
+13960,2024-02-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.313,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13961,2024-02-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.504,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13962,2024-02-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.154,False,Unbalanced load introduced cyclical pressure ripple.
+13963,2024-02-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Quality hold reduced finishing booth activity for one shift.
+13964,2024-02-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.798,False,Calibration check overdue by 11 days for press-line transducer.
+13965,2024-02-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.585,False,Machine throughput increase drove sustained pressure uplift.
+13966,2024-02-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.634,False,Thermal ramp exceeded expected warmup curve before shift start.
+13967,2024-02-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.81,False,Quality team requested trace review for lot 24-118B.
+13968,2024-02-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.202,False,Temperature remained elevated during unscheduled overtime run.
+13969,2024-02-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.211,False,Press cycle dwell time lengthened during high-volume batch.
+13970,2024-02-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.439,False,Hydraulic line pressure oscillation detected under load.
+13971,2024-02-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Quality hold reduced finishing booth activity for one shift.
+13972,2024-02-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13973,2024-02-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.582,False,Vibration harmonics broadened during extended production run.
+13974,2024-02-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.191,False,Operator reset acknowledged after red-tag inspection.
+13975,2024-02-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Compressed air fluctuation introduced pressure noise for two cycles.
+13976,2024-02-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.43,False,Vibration harmonics broadened during extended production run.
+13977,2024-02-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.328,False,Humidity baseline improved after seal replacement.
+13978,2024-02-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.945,False,Sensor signal clipping observed during startup surge.
+13979,2024-02-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.855,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13980,2024-02-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.135,False,Temperature variance narrowed after coolant nozzle cleaning.
+13981,2024-02-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Sensor signal clipping observed during startup surge.
+13982,2024-02-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.995,False,Hydraulic line pressure oscillation detected under load.
+13983,2024-02-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.867,False,Night shift startup produced higher than normal vibration floor.
+13984,2024-02-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.249,False,Humidity baseline improved after seal replacement.
+13985,2024-02-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.134,False,Warning threshold updated for pilot predictive-maintenance model.
+13986,2024-02-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.343,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13987,2024-02-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.122,False,Thermal ramp exceeded expected warmup curve before shift start.
+13988,2024-02-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.077,False,Maintenance crew confirmed lubrication interval was missed.
+13989,2024-02-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+13990,2024-02-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.452,False,Dust extraction fan offline for 18 minutes on line finishing.
+13991,2024-02-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.509,False,Night shift startup produced higher than normal vibration floor.
+13992,2024-02-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.081,False,Coolant loop adjustment reduced chamber temperature spread.
+13993,2024-02-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Vibration harmonics broadened during extended production run.
+13994,2024-02-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.701,False,Quality team requested trace review for lot 24-118B.
+13995,2024-02-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.984,False,Sensor heartbeat delayed by one interval after gateway retry.
+13996,2024-02-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.909,False,Maintenance note logged for coupling imbalance inspection.
+13997,2024-02-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Packaging line stop reduced adjacent vibration background.
+13998,2024-02-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.551,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+13999,2024-02-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.308,False,Humidity excursion near finishing booth during coating run.
+14000,2024-02-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.211,False,Dust extraction fan offline for 18 minutes on line finishing.
+14001,2024-02-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Coolant loop adjustment reduced chamber temperature spread.
+14002,2024-02-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.001,False,Sensor heartbeat delayed by one interval after gateway retry.
+14003,2024-02-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.925,False,Vibration baseline recovered after tool holder replacement.
+14004,2024-02-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.383,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14005,2024-02-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.435,False,Temperature remained elevated during unscheduled overtime run.
+14006,2024-02-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.844,False,Shift handoff note referenced unusual noise near press enclosure.
+14007,2024-02-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Shift handoff note referenced unusual noise near press enclosure.
+14008,2024-02-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.298,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14009,2024-02-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.191,False,Reliability engineer tagged sample window for model retraining.
+14010,2024-02-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.453,False,Vibration burst exceeds envelope during tool change cycle.
+14011,2024-02-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Calibration check overdue by 11 days for press-line transducer.
+14012,2024-02-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.467,False,Transient outlier matched forklift impact near cabinet wall.
+14013,2024-02-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.643,False,Temperature remained elevated during unscheduled overtime run.
+14014,2024-02-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.528,False,Machine idle period extended during planned sanitation window.
+14015,2024-02-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Shift handoff note referenced unusual noise near press enclosure.
+14016,2024-02-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.504,False,Transient outlier matched forklift impact near cabinet wall.
+14017,2024-02-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Pressure settled back to nominal after valve reseat.
+14018,2024-02-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Operator reported intermittent chatter on machine CNC-04.
+14019,2024-02-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.962,False,Bearing temperature rising faster than baseline on spindle cell.
+14020,2024-02-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14021,2024-02-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.268,False,Vibration baseline recovered after tool holder replacement.
+14022,2024-02-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.051,False,Packaging line stop reduced adjacent vibration background.
+14023,2024-02-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.703,False,Telemetry quality flag downgraded during sensor self-test window.
+14024,2024-02-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.202,False,Calibration check overdue by 11 days for press-line transducer.
+14025,2024-02-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.731,False,Pressure settled back to nominal after valve reseat.
+14026,2024-02-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.026,False,Pressure line purge completed before restart authorization.
+14027,2024-02-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Short-lived packet loss observed at edge gateway gw-02.
+14028,2024-02-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.417,False,Night shift startup produced higher than normal vibration floor.
+14029,2024-02-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14030,2024-02-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.331,False,Sensor enclosure opened for manual calibration verification.
+14031,2024-02-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.908,False,Humidity climbed during dock-door open period in afternoon shift.
+14032,2024-02-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.976,False,Thermal overshoot event coincided with recipe change on furnace.
+14033,2024-02-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Bearing temperature rising faster than baseline on spindle cell.
+14034,2024-02-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14035,2024-02-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.594,False,Condensation warning cleared after dehumidifier ramp-up.
+14036,2024-02-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.253,False,Bearing temperature rising faster than baseline on spindle cell.
+14037,2024-02-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.915,False,Maintenance crew confirmed lubrication interval was missed.
+14038,2024-02-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.021,False,Sensor heartbeat delayed by one interval after gateway retry.
+14039,2024-02-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.154,False,Telemetry quality flag downgraded during sensor self-test window.
+14040,2024-02-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.767,False,Humidity baseline improved after seal replacement.
+14041,2024-02-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.021,False,Maintenance crew confirmed lubrication interval was missed.
+14042,2024-02-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.577,False,Sensor battery health remains nominal after firmware update.
+14043,2024-02-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,Anomaly review flagged possible bearing wear progression.
+14044,2024-02-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.585,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14045,2024-02-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.894,False,Temperature remained elevated during unscheduled overtime run.
+14046,2024-02-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.45,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14047,2024-02-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.152,False,Maintenance crew confirmed lubrication interval was missed.
+14048,2024-02-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.455,False,Temperature variance narrowed after coolant nozzle cleaning.
+14049,2024-02-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.996,False,Dust extraction fan offline for 18 minutes on line finishing.
+14050,2024-02-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.806,False,Quality team requested trace review for lot 24-118B.
+14051,2024-02-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Bearing temperature rising faster than baseline on spindle cell.
+14052,2024-02-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.63,False,Quality hold reduced finishing booth activity for one shift.
+14053,2024-02-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.76,False,Quality hold reduced finishing booth activity for one shift.
+14054,2024-02-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.392,False,Dust extraction fan offline for 18 minutes on line finishing.
+14055,2024-02-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.743,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14056,2024-02-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14057,2024-02-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Supervisory alert generated after three consecutive threshold breaches.
+14058,2024-02-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.012,False,Supervisory alert generated after three consecutive threshold breaches.
+14059,2024-02-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14060,2024-02-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.007,False,Sensor enclosure opened for manual calibration verification.
+14061,2024-02-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.287,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14062,2024-02-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.09,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14063,2024-02-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.133,False,Temperature remained elevated during unscheduled overtime run.
+14064,2024-02-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.549,False,Pressure peak corresponds to oversized billet batch processing.
+14065,2024-02-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Press cycle dwell time lengthened during high-volume batch.
+14066,2024-02-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.06,False,SCADA backfill inserted two delayed telemetry points.
+14067,2024-02-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.594,False,Operator reported intermittent chatter on machine CNC-04.
+14068,2024-02-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.182,False,Bearing temperature rising faster than baseline on spindle cell.
+14069,2024-02-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.471,False,Transient outlier matched forklift impact near cabinet wall.
+14070,2024-02-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.794,False,Sensor enclosure opened for manual calibration verification.
+14071,2024-02-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Telemetry quality flag downgraded during sensor self-test window.
+14072,2024-02-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.021,False,Pressure line purge completed before restart authorization.
+14073,2024-02-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.644,False,Condensation warning cleared after dehumidifier ramp-up.
+14074,2024-02-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14075,2024-02-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Night shift startup produced higher than normal vibration floor.
+14076,2024-02-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.518,False,Supervisory alert generated after three consecutive threshold breaches.
+14077,2024-02-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Machine idle period extended during planned sanitation window.
+14078,2024-02-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.857,False,Pressure settled back to nominal after valve reseat.
+14079,2024-02-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.806,False,Warning threshold updated for pilot predictive-maintenance model.
+14080,2024-02-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.113,False,Supervisory alert generated after three consecutive threshold breaches.
+14081,2024-02-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.862,False,Sensor enclosure opened for manual calibration verification.
+14082,2024-02-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.375,False,Pressure line purge completed before restart authorization.
+14083,2024-02-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.533,False,Humidity readings track seasonal rise across late spring.
+14084,2024-02-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.431,False,Maintenance crew confirmed lubrication interval was missed.
+14085,2024-02-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.758,False,Vibration harmonics broadened during extended production run.
+14086,2024-02-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.052,False,Maintenance note logged for coupling imbalance inspection.
+14087,2024-02-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.376,False,Maintenance crew confirmed lubrication interval was missed.
+14088,2024-02-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.501,False,Temperature remained elevated during unscheduled overtime run.
+14089,2024-02-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.745,False,Humidity excursion near finishing booth during coating run.
+14090,2024-02-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.516,False,Pressure peak corresponds to oversized billet batch processing.
+14091,2024-02-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Short-lived packet loss observed at edge gateway gw-02.
+14092,2024-02-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.952,False,Sensor heartbeat delayed by one interval after gateway retry.
+14093,2024-02-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.418,False,Operator reset acknowledged after red-tag inspection.
+14094,2024-02-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14095,2024-02-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.609,False,Maintenance note logged for coupling imbalance inspection.
+14096,2024-02-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.238,False,Machine idle period extended during planned sanitation window.
+14097,2024-02-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.887,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14098,2024-02-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Warning threshold updated for pilot predictive-maintenance model.
+14099,2024-02-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.85,False,Thermal overshoot event coincided with recipe change on furnace.
+14100,2024-02-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.264,False,Humidity readings track seasonal rise across late spring.
+14101,2024-02-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.576,False,Reliability engineer tagged sample window for model retraining.
+14102,2024-02-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.751,False,Short-lived packet loss observed at edge gateway gw-02.
+14103,2024-02-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Pressure settled back to nominal after valve reseat.
+14104,2024-02-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.872,False,Unbalanced load introduced cyclical pressure ripple.
+14105,2024-02-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.151,False,Bearing temperature rising faster than baseline on spindle cell.
+14106,2024-02-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.168,False,Thermal overshoot event coincided with recipe change on furnace.
+14107,2024-02-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Humidity baseline improved after seal replacement.
+14108,2024-02-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.993,False,Pressure line purge completed before restart authorization.
+14109,2024-02-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.651,False,Dust extraction fan offline for 18 minutes on line finishing.
+14110,2024-02-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.9,False,Temperature variance narrowed after coolant nozzle cleaning.
+14111,2024-02-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.045,False,Temperature remained elevated during unscheduled overtime run.
+14112,2024-02-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.663,False,Supervisory alert generated after three consecutive threshold breaches.
+14113,2024-02-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Thermal overshoot event coincided with recipe change on furnace.
+14114,2024-02-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.517,False,Humidity climbed during dock-door open period in afternoon shift.
+14115,2024-02-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.239,False,Hydraulic line pressure oscillation detected under load.
+14116,2024-02-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.697,False,Pressure line purge completed before restart authorization.
+14117,2024-02-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Pressure peak corresponds to oversized billet batch processing.
+14118,2024-02-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.863,False,Unbalanced load introduced cyclical pressure ripple.
+14119,2024-02-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.218,False,Maintenance note logged for coupling imbalance inspection.
+14120,2024-02-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.034,False,Maintenance scheduler deferred calibration due to spare shortage.
+14121,2024-02-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.159,False,Humidity readings track seasonal rise across late spring.
+14122,2024-02-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.939,False,Anomaly review flagged possible bearing wear progression.
+14123,2024-02-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Temporary gateway failover completed without data loss.
+14124,2024-02-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.854,False,Maintenance scheduler deferred calibration due to spare shortage.
+14125,2024-02-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.233,False,Operator reset acknowledged after red-tag inspection.
+14126,2024-02-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.312,False,Sensor enclosure opened for manual calibration verification.
+14127,2024-02-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.017,False,Calibration check overdue by 11 days for press-line transducer.
+14128,2024-02-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.998,False,Humidity climbed during dock-door open period in afternoon shift.
+14129,2024-02-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor battery health remains nominal after firmware update.
+14130,2024-02-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.899,False,Operator reset acknowledged after red-tag inspection.
+14131,2024-02-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.721,False,Temperature variance narrowed after coolant nozzle cleaning.
+14132,2024-02-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.489,False,Humidity excursion near finishing booth during coating run.
+14133,2024-02-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.412,False,Sensor battery health remains nominal after firmware update.
+14134,2024-02-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.859,False,Operator reset acknowledged after red-tag inspection.
+14135,2024-02-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Short-lived packet loss observed at edge gateway gw-02.
+14136,2024-02-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.333,False,Packaging line stop reduced adjacent vibration background.
+14137,2024-02-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Pressure line purge completed before restart authorization.
+14138,2024-02-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.912,False,Humidity readings track seasonal rise across late spring.
+14139,2024-02-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.868,False,Vibration burst exceeds envelope during tool change cycle.
+14140,2024-02-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.234,False,Maintenance scheduler deferred calibration due to spare shortage.
+14141,2024-02-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Coolant loop adjustment reduced chamber temperature spread.
+14142,2024-02-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.568,False,Temperature remained elevated during unscheduled overtime run.
+14143,2024-02-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Machine idle period extended during planned sanitation window.
+14144,2024-02-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.255,False,Thermal ramp exceeded expected warmup curve before shift start.
+14145,2024-02-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Sensor battery health remains nominal after firmware update.
+14146,2024-02-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.702,False,Shift handoff note referenced unusual noise near press enclosure.
+14147,2024-02-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.299,False,Sensor signal clipping observed during startup surge.
+14148,2024-02-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.436,False,Warning threshold updated for pilot predictive-maintenance model.
+14149,2024-02-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.997,False,Telemetry quality flag downgraded during sensor self-test window.
+14150,2024-02-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.828,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14151,2024-02-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Thermal ramp exceeded expected warmup curve before shift start.
+14152,2024-02-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.543,False,Hydraulic line pressure oscillation detected under load.
+14153,2024-02-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.442,False,Maintenance crew confirmed lubrication interval was missed.
+14154,2024-02-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.372,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14155,2024-02-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,Temperature variance narrowed after coolant nozzle cleaning.
+14156,2024-02-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.221,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14157,2024-02-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Condensation warning cleared after dehumidifier ramp-up.
+14158,2024-02-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.23,False,Bearing temperature rising faster than baseline on spindle cell.
+14159,2024-02-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Humidity readings track seasonal rise across late spring.
+14160,2024-02-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.712,False,Vibration baseline recovered after tool holder replacement.
+14161,2024-02-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Telemetry quality flag downgraded during sensor self-test window.
+14162,2024-02-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.26,False,Press cycle dwell time lengthened during high-volume batch.
+14163,2024-02-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.637,False,Temperature variance narrowed after coolant nozzle cleaning.
+14164,2024-02-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.333,False,Vibration baseline recovered after tool holder replacement.
+14165,2024-02-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.458,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14166,2024-02-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.654,False,Humidity climbed during dock-door open period in afternoon shift.
+14167,2024-02-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.526,False,Vibration harmonics broadened during extended production run.
+14168,2024-02-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.671,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14169,2024-02-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.41,False,Operator reset acknowledged after red-tag inspection.
+14170,2024-02-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Pressure settled back to nominal after valve reseat.
+14171,2024-02-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Calibration check overdue by 11 days for press-line transducer.
+14172,2024-02-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.796,False,SCADA backfill inserted two delayed telemetry points.
+14173,2024-02-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.184,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14174,2024-02-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.527,False,Quality hold reduced finishing booth activity for one shift.
+14175,2024-02-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Unbalanced load introduced cyclical pressure ripple.
+14176,2024-02-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.725,False,Sensor signal clipping observed during startup surge.
+14177,2024-02-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.555,False,Vibration harmonics broadened during extended production run.
+14178,2024-02-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.777,False,Shift handoff note referenced unusual noise near press enclosure.
+14179,2024-02-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Vibration baseline recovered after tool holder replacement.
+14180,2024-02-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.969,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14181,2024-02-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Bearing temperature rising faster than baseline on spindle cell.
+14182,2024-02-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.219,False,Telemetry quality flag downgraded during sensor self-test window.
+14183,2024-02-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.539,False,Humidity excursion near finishing booth during coating run.
+14184,2024-02-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.083,False,Sensor signal clipping observed during startup surge.
+14185,2024-02-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.35,False,Humidity climbed during dock-door open period in afternoon shift.
+14186,2024-02-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Reliability engineer tagged sample window for model retraining.
+14187,2024-02-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.242,False,Sensor battery health remains nominal after firmware update.
+14188,2024-02-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.105,False,Warning threshold updated for pilot predictive-maintenance model.
+14189,2024-02-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.849,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14190,2024-02-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.053,False,Pressure settled back to nominal after valve reseat.
+14191,2024-02-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.981,False,Vibration burst exceeds envelope during tool change cycle.
+14192,2024-02-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.138,False,Machine throughput increase drove sustained pressure uplift.
+14193,2024-02-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Unbalanced load introduced cyclical pressure ripple.
+14194,2024-02-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.522,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14195,2024-02-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.102,False,Bearing temperature rising faster than baseline on spindle cell.
+14196,2024-02-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.509,False,Machine idle period extended during planned sanitation window.
+14197,2024-02-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.503,False,Sensor heartbeat delayed by one interval after gateway retry.
+14198,2024-02-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.947,False,Temperature remained elevated during unscheduled overtime run.
+14199,2024-02-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14200,2024-02-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.941,False,Operator reset acknowledged after red-tag inspection.
+14201,2024-02-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.066,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14202,2024-02-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.968,False,Calibration check overdue by 11 days for press-line transducer.
+14203,2024-02-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14204,2024-02-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.714,False,Press cycle dwell time lengthened during high-volume batch.
+14205,2024-02-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.107,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14206,2024-02-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.129,False,Pressure settled back to nominal after valve reseat.
+14207,2024-02-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.424,False,Machine idle period extended during planned sanitation window.
+14208,2024-02-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.586,False,Press cycle dwell time lengthened during high-volume batch.
+14209,2024-02-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.609,False,Temperature remained elevated during unscheduled overtime run.
+14210,2024-02-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.997,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14211,2024-02-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.295,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14212,2024-02-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.157,False,Pressure settled back to nominal after valve reseat.
+14213,2024-02-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Warning threshold updated for pilot predictive-maintenance model.
+14214,2024-02-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.666,False,Short-lived packet loss observed at edge gateway gw-02.
+14215,2024-02-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Machine idle period extended during planned sanitation window.
+14216,2024-02-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.624,False,Condensation warning cleared after dehumidifier ramp-up.
+14217,2024-02-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Temperature remained elevated during unscheduled overtime run.
+14218,2024-02-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.304,False,Edge collector replayed buffered events after network recovery.
+14219,2024-02-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.705,False,Sensor signal clipping observed during startup surge.
+14220,2024-02-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.345,False,Air handler maintenance reduced humidity variance on finishing line.
+14221,2024-02-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Quality team requested trace review for lot 24-118B.
+14222,2024-02-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.14,False,Temperature remained elevated during unscheduled overtime run.
+14223,2024-02-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Transient outlier matched forklift impact near cabinet wall.
+14224,2024-02-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14225,2024-02-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Vibration burst exceeds envelope during tool change cycle.
+14226,2024-02-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.619,False,Packaging line stop reduced adjacent vibration background.
+14227,2024-02-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14228,2024-02-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.245,False,Machine idle period extended during planned sanitation window.
+14229,2024-02-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.438,False,Vibration baseline recovered after tool holder replacement.
+14230,2024-02-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.952,False,Maintenance crew confirmed lubrication interval was missed.
+14231,2024-02-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14232,2024-02-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.809,False,Sensor signal clipping observed during startup surge.
+14233,2024-02-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Vibration baseline recovered after tool holder replacement.
+14234,2024-02-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.429,False,Humidity climbed during dock-door open period in afternoon shift.
+14235,2024-02-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.984,False,Pressure settled back to nominal after valve reseat.
+14236,2024-02-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.893,False,Supervisory alert generated after three consecutive threshold breaches.
+14237,2024-02-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.091,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14238,2024-02-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.257,False,Dust extraction fan offline for 18 minutes on line finishing.
+14239,2024-02-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.182,False,Supervisory alert generated after three consecutive threshold breaches.
+14240,2024-02-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.793,False,Sensor enclosure opened for manual calibration verification.
+14241,2024-02-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.444,False,Temperature variance narrowed after coolant nozzle cleaning.
+14242,2024-02-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.635,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14243,2024-02-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Quality hold reduced finishing booth activity for one shift.
+14244,2024-02-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.823,False,Vibration harmonics broadened during extended production run.
+14245,2024-02-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.962,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14246,2024-02-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.26,False,Telemetry quality flag downgraded during sensor self-test window.
+14247,2024-02-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Temperature variance narrowed after coolant nozzle cleaning.
+14248,2024-02-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.946,False,Thermal overshoot event coincided with recipe change on furnace.
+14249,2024-02-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.261,False,Machine throughput increase drove sustained pressure uplift.
+14250,2024-02-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.633,False,Temperature remained elevated during unscheduled overtime run.
+14251,2024-02-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.22,False,Air handler maintenance reduced humidity variance on finishing line.
+14252,2024-02-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.887,False,Night shift startup produced higher than normal vibration floor.
+14253,2024-02-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.361,False,Temporary gateway failover completed without data loss.
+14254,2024-02-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.445,False,Pressure settled back to nominal after valve reseat.
+14255,2024-02-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Machine throughput increase drove sustained pressure uplift.
+14256,2024-02-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.401,False,Dust extraction fan offline for 18 minutes on line finishing.
+14257,2024-02-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.131,False,Edge collector replayed buffered events after network recovery.
+14258,2024-02-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.237,False,Dust extraction fan offline for 18 minutes on line finishing.
+14259,2024-02-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.717,False,Quality team requested trace review for lot 24-118B.
+14260,2024-02-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.606,False,Maintenance crew confirmed lubrication interval was missed.
+14261,2024-02-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Machine idle period extended during planned sanitation window.
+14262,2024-02-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.85,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14263,2024-02-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.861,False,Humidity baseline improved after seal replacement.
+14264,2024-02-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.926,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14265,2024-02-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.227,False,Shift handoff note referenced unusual noise near press enclosure.
+14266,2024-02-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.698,False,Temporary gateway failover completed without data loss.
+14267,2024-02-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Calibration check overdue by 11 days for press-line transducer.
+14268,2024-02-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.843,False,Coolant loop adjustment reduced chamber temperature spread.
+14269,2024-02-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.236,False,Humidity excursion near finishing booth during coating run.
+14270,2024-02-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.257,False,Bearing temperature rising faster than baseline on spindle cell.
+14271,2024-02-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.418,False,Humidity excursion near finishing booth during coating run.
+14272,2024-02-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.647,False,Maintenance note logged for coupling imbalance inspection.
+14273,2024-02-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.499,False,Humidity excursion near finishing booth during coating run.
+14274,2024-02-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.635,False,Edge collector replayed buffered events after network recovery.
+14275,2024-02-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.933,False,Humidity excursion near finishing booth during coating run.
+14276,2024-02-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.7,False,Pressure settled back to nominal after valve reseat.
+14277,2024-02-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14278,2024-02-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.414,False,Dust extraction fan offline for 18 minutes on line finishing.
+14279,2024-02-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Edge collector replayed buffered events after network recovery.
+14280,2024-02-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.238,False,Quality team requested trace review for lot 24-118B.
+14281,2024-02-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.321,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14282,2024-02-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.107,False,Temperature remained elevated during unscheduled overtime run.
+14283,2024-02-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.647,False,Packaging line stop reduced adjacent vibration background.
+14284,2024-02-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.379,False,Condensation warning cleared after dehumidifier ramp-up.
+14285,2024-02-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14286,2024-02-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.025,False,Maintenance note logged for coupling imbalance inspection.
+14287,2024-02-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Temperature remained elevated during unscheduled overtime run.
+14288,2024-02-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.1,False,Maintenance scheduler deferred calibration due to spare shortage.
+14289,2024-02-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.695,False,Humidity readings track seasonal rise across late spring.
+14290,2024-02-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.343,False,Shift handoff note referenced unusual noise near press enclosure.
+14291,2024-02-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.929,False,Packaging line stop reduced adjacent vibration background.
+14292,2024-02-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.681,False,Thermal ramp exceeded expected warmup curve before shift start.
+14293,2024-02-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Short-lived packet loss observed at edge gateway gw-02.
+14294,2024-02-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.315,False,Dust extraction fan offline for 18 minutes on line finishing.
+14295,2024-02-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.984,False,Machine throughput increase drove sustained pressure uplift.
+14296,2024-02-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.395,False,Humidity excursion near finishing booth during coating run.
+14297,2024-02-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.375,False,Vibration harmonics broadened during extended production run.
+14298,2024-02-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.574,False,Temperature variance narrowed after coolant nozzle cleaning.
+14299,2024-02-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.163,False,Night shift startup produced higher than normal vibration floor.
+14300,2024-02-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.71,False,Pressure peak corresponds to oversized billet batch processing.
+14301,2024-02-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.288,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14302,2024-02-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.691,False,Machine throughput increase drove sustained pressure uplift.
+14303,2024-02-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Humidity baseline improved after seal replacement.
+14304,2024-02-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.812,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14305,2024-02-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.966,False,Thermal overshoot event coincided with recipe change on furnace.
+14306,2024-02-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.673,False,Supervisory alert generated after three consecutive threshold breaches.
+14307,2024-02-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Shift handoff note referenced unusual noise near press enclosure.
+14308,2024-02-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.339,False,Telemetry quality flag downgraded during sensor self-test window.
+14309,2024-02-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Night shift startup produced higher than normal vibration floor.
+14310,2024-02-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.018,False,Press cycle dwell time lengthened during high-volume batch.
+14311,2024-02-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.114,False,Calibration check overdue by 11 days for press-line transducer.
+14312,2024-02-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.753,False,Quality hold reduced finishing booth activity for one shift.
+14313,2024-02-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,SCADA backfill inserted two delayed telemetry points.
+14314,2024-02-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.578,False,Machine throughput increase drove sustained pressure uplift.
+14315,2024-02-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.001,False,Condensation warning cleared after dehumidifier ramp-up.
+14316,2024-02-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.45,False,Temperature remained elevated during unscheduled overtime run.
+14317,2024-02-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.986,False,Reliability engineer tagged sample window for model retraining.
+14318,2024-02-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.196,False,Operator reset acknowledged after red-tag inspection.
+14319,2024-02-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.133,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14320,2024-02-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.296,False,Quality hold reduced finishing booth activity for one shift.
+14321,2024-02-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Night shift startup produced higher than normal vibration floor.
+14322,2024-02-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.303,False,Machine idle period extended during planned sanitation window.
+14323,2024-02-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.38,False,Reliability engineer tagged sample window for model retraining.
+14324,2024-02-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.249,False,Vibration burst exceeds envelope during tool change cycle.
+14325,2024-02-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.992,False,Bearing temperature rising faster than baseline on spindle cell.
+14326,2024-02-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.947,False,Air handler maintenance reduced humidity variance on finishing line.
+14327,2024-02-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.273,False,Supervisory alert generated after three consecutive threshold breaches.
+14328,2024-02-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.74,False,Coolant loop adjustment reduced chamber temperature spread.
+14329,2024-02-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.011,False,Packaging line stop reduced adjacent vibration background.
+14330,2024-02-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.359,False,Vibration baseline recovered after tool holder replacement.
+14331,2024-02-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.499,False,Shift handoff note referenced unusual noise near press enclosure.
+14332,2024-02-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.499,False,Machine idle period extended during planned sanitation window.
+14333,2024-02-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Pressure settled back to nominal after valve reseat.
+14334,2024-02-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.671,False,Press cycle dwell time lengthened during high-volume batch.
+14335,2024-02-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.867,False,Warning threshold updated for pilot predictive-maintenance model.
+14336,2024-02-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.452,False,Thermal overshoot event coincided with recipe change on furnace.
+14337,2024-02-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.564,False,Humidity climbed during dock-door open period in afternoon shift.
+14338,2024-02-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.874,False,Supervisory alert generated after three consecutive threshold breaches.
+14339,2024-02-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.229,False,Condensation warning cleared after dehumidifier ramp-up.
+14340,2024-02-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14341,2024-02-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Maintenance crew confirmed lubrication interval was missed.
+14342,2024-02-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Reliability engineer tagged sample window for model retraining.
+14343,2024-02-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.295,False,Operator reported intermittent chatter on machine CNC-04.
+14344,2024-02-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.647,False,Bearing temperature rising faster than baseline on spindle cell.
+14345,2024-02-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Condensation warning cleared after dehumidifier ramp-up.
+14346,2024-02-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.697,False,Humidity climbed during dock-door open period in afternoon shift.
+14347,2024-02-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.041,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14348,2024-02-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.829,False,Calibration check overdue by 11 days for press-line transducer.
+14349,2024-02-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.362,False,Maintenance scheduler deferred calibration due to spare shortage.
+14350,2024-02-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.59,False,Humidity baseline improved after seal replacement.
+14351,2024-02-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.47,False,Press cycle dwell time lengthened during high-volume batch.
+14352,2024-02-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.999,False,Dust extraction fan offline for 18 minutes on line finishing.
+14353,2024-02-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,SCADA backfill inserted two delayed telemetry points.
+14354,2024-02-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.216,False,Bearing temperature rising faster than baseline on spindle cell.
+14355,2024-02-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.426,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14356,2024-02-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.394,False,Condensation warning cleared after dehumidifier ramp-up.
+14357,2024-02-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.356,False,Sensor enclosure opened for manual calibration verification.
+14358,2024-02-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14359,2024-02-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.477,False,Calibration check overdue by 11 days for press-line transducer.
+14360,2024-02-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.365,False,Pressure peak corresponds to oversized billet batch processing.
+14361,2024-02-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Machine idle period extended during planned sanitation window.
+14362,2024-02-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.664,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14363,2024-02-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.861,False,Packaging line stop reduced adjacent vibration background.
+14364,2024-02-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.58,False,Thermal overshoot event coincided with recipe change on furnace.
+14365,2024-02-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Telemetry quality flag downgraded during sensor self-test window.
+14366,2024-02-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.394,False,Humidity climbed during dock-door open period in afternoon shift.
+14367,2024-02-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.71,False,Sensor signal clipping observed during startup surge.
+14368,2024-02-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.494,False,Sensor heartbeat delayed by one interval after gateway retry.
+14369,2024-02-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.17,False,Temperature remained elevated during unscheduled overtime run.
+14370,2024-02-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.146,False,Vibration harmonics broadened during extended production run.
+14371,2024-02-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.463,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14372,2024-02-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.592,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14373,2024-02-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.579,False,Sensor heartbeat delayed by one interval after gateway retry.
+14374,2024-02-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.832,False,Machine throughput increase drove sustained pressure uplift.
+14375,2024-02-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.677,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14376,2024-02-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.624,False,Maintenance scheduler deferred calibration due to spare shortage.
+14377,2024-02-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Calibration check overdue by 11 days for press-line transducer.
+14378,2024-02-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.284,False,Sensor enclosure opened for manual calibration verification.
+14379,2024-02-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.409,False,Dust extraction fan offline for 18 minutes on line finishing.
+14380,2024-02-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.597,False,Vibration harmonics broadened during extended production run.
+14381,2024-02-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.172,False,Sensor signal clipping observed during startup surge.
+14382,2024-02-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.668,False,Sensor enclosure opened for manual calibration verification.
+14383,2024-02-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Operator reported intermittent chatter on machine CNC-04.
+14384,2024-02-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.167,False,Night shift startup produced higher than normal vibration floor.
+14385,2024-02-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Pressure peak corresponds to oversized billet batch processing.
+14386,2024-02-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.391,False,SCADA backfill inserted two delayed telemetry points.
+14387,2024-02-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,SCADA backfill inserted two delayed telemetry points.
+14388,2024-02-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.231,False,Sensor enclosure opened for manual calibration verification.
+14389,2024-02-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Operator reported intermittent chatter on machine CNC-04.
+14390,2024-02-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Short-lived packet loss observed at edge gateway gw-02.
+14391,2024-02-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.39,False,Quality hold reduced finishing booth activity for one shift.
+14392,2024-02-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.792,False,Packaging line stop reduced adjacent vibration background.
+14393,2024-02-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Reliability engineer tagged sample window for model retraining.
+14394,2024-02-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.261,False,Dust extraction fan offline for 18 minutes on line finishing.
+14395,2024-02-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.83,False,Humidity excursion near finishing booth during coating run.
+14396,2024-02-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.237,False,Bearing temperature rising faster than baseline on spindle cell.
+14397,2024-02-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Press cycle dwell time lengthened during high-volume batch.
+14398,2024-02-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.635,False,Condensation warning cleared after dehumidifier ramp-up.
+14399,2024-02-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.842,False,Packaging line stop reduced adjacent vibration background.
+14400,2024-02-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.843,False,Vibration baseline recovered after tool holder replacement.
+14401,2024-02-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.256,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14402,2024-02-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.182,False,Supervisory alert generated after three consecutive threshold breaches.
+14403,2024-02-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.754,False,Supervisory alert generated after three consecutive threshold breaches.
+14404,2024-02-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.187,False,Pressure line purge completed before restart authorization.
+14405,2024-02-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.283,False,Quality team requested trace review for lot 24-118B.
+14406,2024-02-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.619,False,Temperature variance narrowed after coolant nozzle cleaning.
+14407,2024-02-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Night shift startup produced higher than normal vibration floor.
+14408,2024-02-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.794,False,Short-lived packet loss observed at edge gateway gw-02.
+14409,2024-02-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Pressure line purge completed before restart authorization.
+14410,2024-02-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.624,False,Humidity excursion near finishing booth during coating run.
+14411,2024-02-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.807,False,Press cycle dwell time lengthened during high-volume batch.
+14412,2024-02-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.267,False,Thermal ramp exceeded expected warmup curve before shift start.
+14413,2024-02-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.183,False,Humidity excursion near finishing booth during coating run.
+14414,2024-02-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.974,False,Air handler maintenance reduced humidity variance on finishing line.
+14415,2024-02-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.891,False,Unbalanced load introduced cyclical pressure ripple.
+14416,2024-02-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.451,False,Maintenance crew confirmed lubrication interval was missed.
+14417,2024-02-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.018,False,Humidity readings track seasonal rise across late spring.
+14418,2024-02-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.122,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14419,2024-02-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Operator reset acknowledged after red-tag inspection.
+14420,2024-02-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.633,False,Air handler maintenance reduced humidity variance on finishing line.
+14421,2024-02-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.307,False,Pressure settled back to nominal after valve reseat.
+14422,2024-02-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.657,False,Pressure peak corresponds to oversized billet batch processing.
+14423,2024-02-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.78,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14424,2024-02-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.301,False,Condensation warning cleared after dehumidifier ramp-up.
+14425,2024-02-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Temperature remained elevated during unscheduled overtime run.
+14426,2024-02-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.466,False,Quality hold reduced finishing booth activity for one shift.
+14427,2024-02-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Pressure line purge completed before restart authorization.
+14428,2024-02-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.423,False,Temperature variance narrowed after coolant nozzle cleaning.
+14429,2024-02-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14430,2024-02-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.508,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14431,2024-02-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Machine throughput increase drove sustained pressure uplift.
+14432,2024-02-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.889,False,Pressure peak corresponds to oversized billet batch processing.
+14433,2024-02-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.876,False,Shift handoff note referenced unusual noise near press enclosure.
+14434,2024-02-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.766,False,Sensor heartbeat delayed by one interval after gateway retry.
+14435,2024-02-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.232,False,Pressure line purge completed before restart authorization.
+14436,2024-02-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.567,False,Temperature remained elevated during unscheduled overtime run.
+14437,2024-02-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.582,False,Temperature remained elevated during unscheduled overtime run.
+14438,2024-02-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14439,2024-02-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.189,False,Coolant loop adjustment reduced chamber temperature spread.
+14440,2024-02-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.574,False,Quality hold reduced finishing booth activity for one shift.
+14441,2024-02-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.751,False,Temperature variance narrowed after coolant nozzle cleaning.
+14442,2024-02-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.9,False,Maintenance note logged for coupling imbalance inspection.
+14443,2024-02-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.044,False,Pressure peak corresponds to oversized billet batch processing.
+14444,2024-02-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.461,False,Humidity baseline improved after seal replacement.
+14445,2024-02-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Vibration burst exceeds envelope during tool change cycle.
+14446,2024-02-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.333,False,Unbalanced load introduced cyclical pressure ripple.
+14447,2024-02-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Vibration harmonics broadened during extended production run.
+14448,2024-02-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.374,False,Press cycle dwell time lengthened during high-volume batch.
+14449,2024-02-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Machine idle period extended during planned sanitation window.
+14450,2024-02-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.962,False,Machine throughput increase drove sustained pressure uplift.
+14451,2024-02-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.664,False,Reliability engineer tagged sample window for model retraining.
+14452,2024-02-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.766,False,Pressure settled back to nominal after valve reseat.
+14453,2024-02-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Sensor heartbeat delayed by one interval after gateway retry.
+14454,2024-02-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.887,False,Humidity climbed during dock-door open period in afternoon shift.
+14455,2024-02-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Pressure line purge completed before restart authorization.
+14456,2024-02-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.661,False,Telemetry quality flag downgraded during sensor self-test window.
+14457,2024-02-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Operator reported intermittent chatter on machine CNC-04.
+14458,2024-02-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.118,False,Sensor signal clipping observed during startup surge.
+14459,2024-02-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Operator reported intermittent chatter on machine CNC-04.
+14460,2024-02-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.383,False,Pressure peak corresponds to oversized billet batch processing.
+14461,2024-02-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Humidity climbed during dock-door open period in afternoon shift.
+14462,2024-02-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.5,False,Press cycle dwell time lengthened during high-volume batch.
+14463,2024-02-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.844,False,Humidity excursion near finishing booth during coating run.
+14464,2024-02-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.964,False,Pressure settled back to nominal after valve reseat.
+14465,2024-02-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Maintenance scheduler deferred calibration due to spare shortage.
+14466,2024-02-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.097,False,Shift handoff note referenced unusual noise near press enclosure.
+14467,2024-02-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.363,False,Press cycle dwell time lengthened during high-volume batch.
+14468,2024-02-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.191,False,Temporary gateway failover completed without data loss.
+14469,2024-02-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.273,False,Reliability engineer tagged sample window for model retraining.
+14470,2024-02-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.819,False,Humidity readings track seasonal rise across late spring.
+14471,2024-02-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14472,2024-02-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.617,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14473,2024-02-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Temperature remained elevated during unscheduled overtime run.
+14474,2024-02-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.147,False,Shift handoff note referenced unusual noise near press enclosure.
+14475,2024-02-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.167,False,Humidity readings track seasonal rise across late spring.
+14476,2024-02-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.878,False,Night shift startup produced higher than normal vibration floor.
+14477,2024-02-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14478,2024-02-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.337,False,SCADA backfill inserted two delayed telemetry points.
+14479,2024-02-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.345,False,Pressure peak corresponds to oversized billet batch processing.
+14480,2024-02-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.592,False,Short-lived packet loss observed at edge gateway gw-02.
+14481,2024-02-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Operator reported intermittent chatter on machine CNC-04.
+14482,2024-02-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.749,False,Warning threshold updated for pilot predictive-maintenance model.
+14483,2024-02-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Bearing temperature rising faster than baseline on spindle cell.
+14484,2024-02-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.24,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14485,2024-02-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.383,False,Operator reported intermittent chatter on machine CNC-04.
+14486,2024-02-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Condensation warning cleared after dehumidifier ramp-up.
+14487,2024-02-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Edge collector replayed buffered events after network recovery.
+14488,2024-02-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.05,False,Machine idle period extended during planned sanitation window.
+14489,2024-02-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Sensor signal clipping observed during startup surge.
+14490,2024-02-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.73,False,Anomaly review flagged possible bearing wear progression.
+14491,2024-02-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.516,False,SCADA backfill inserted two delayed telemetry points.
+14492,2024-02-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.626,False,Operator reset acknowledged after red-tag inspection.
+14493,2024-02-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.231,False,Vibration baseline recovered after tool holder replacement.
+14494,2024-02-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.761,False,Night shift startup produced higher than normal vibration floor.
+14495,2024-02-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.124,False,Sensor signal clipping observed during startup surge.
+14496,2024-02-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.313,False,Temperature variance narrowed after coolant nozzle cleaning.
+14497,2024-02-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.909,False,Thermal ramp exceeded expected warmup curve before shift start.
+14498,2024-02-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.883,False,Humidity baseline improved after seal replacement.
+14499,2024-02-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.878,False,Sensor signal clipping observed during startup surge.
+14500,2024-02-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.866,False,Coolant loop adjustment reduced chamber temperature spread.
+14501,2024-02-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Dust extraction fan offline for 18 minutes on line finishing.
+14502,2024-02-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.746,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14503,2024-02-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Operator reported intermittent chatter on machine CNC-04.
+14504,2024-02-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.675,False,Pressure settled back to nominal after valve reseat.
+14505,2024-02-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14506,2024-02-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14507,2024-02-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.219,False,Quality hold reduced finishing booth activity for one shift.
+14508,2024-02-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.013,False,Thermal ramp exceeded expected warmup curve before shift start.
+14509,2024-02-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.54,False,Operator reset acknowledged after red-tag inspection.
+14510,2024-02-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.871,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14511,2024-02-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.142,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14512,2024-02-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.705,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14513,2024-02-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Hydraulic line pressure oscillation detected under load.
+14514,2024-02-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.485,False,Sensor signal clipping observed during startup surge.
+14515,2024-02-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.619,False,Night shift startup produced higher than normal vibration floor.
+14516,2024-02-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.249,False,Vibration harmonics broadened during extended production run.
+14517,2024-02-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.956,False,Humidity readings track seasonal rise across late spring.
+14518,2024-02-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.85,False,Maintenance note logged for coupling imbalance inspection.
+14519,2024-02-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.675,False,Reliability engineer tagged sample window for model retraining.
+14520,2024-02-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.831,False,Temperature remained elevated during unscheduled overtime run.
+14521,2024-02-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Transient outlier matched forklift impact near cabinet wall.
+14522,2024-02-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.59,False,Supervisory alert generated after three consecutive threshold breaches.
+14523,2024-02-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Humidity climbed during dock-door open period in afternoon shift.
+14524,2024-02-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.448,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14525,2024-02-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.352,False,Maintenance note logged for coupling imbalance inspection.
+14526,2024-02-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.918,False,Maintenance crew confirmed lubrication interval was missed.
+14527,2024-02-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.378,False,Unbalanced load introduced cyclical pressure ripple.
+14528,2024-02-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.538,False,Dust extraction fan offline for 18 minutes on line finishing.
+14529,2024-02-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14530,2024-02-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.402,False,Calibration check overdue by 11 days for press-line transducer.
+14531,2024-02-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Humidity climbed during dock-door open period in afternoon shift.
+14532,2024-02-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.122,False,Temperature variance narrowed after coolant nozzle cleaning.
+14533,2024-02-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.17,False,Telemetry quality flag downgraded during sensor self-test window.
+14534,2024-02-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.452,False,Coolant loop adjustment reduced chamber temperature spread.
+14535,2024-02-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.915,False,Quality team requested trace review for lot 24-118B.
+14536,2024-02-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.425,False,Edge collector replayed buffered events after network recovery.
+14537,2024-02-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14538,2024-02-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.11,False,Packaging line stop reduced adjacent vibration background.
+14539,2024-02-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.398,False,Temperature variance narrowed after coolant nozzle cleaning.
+14540,2024-02-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.464,False,Machine throughput increase drove sustained pressure uplift.
+14541,2024-02-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14542,2024-02-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.851,False,Temperature variance narrowed after coolant nozzle cleaning.
+14543,2024-02-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.637,False,Quality hold reduced finishing booth activity for one shift.
+14544,2024-02-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.799,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14545,2024-02-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.022,False,Thermal overshoot event coincided with recipe change on furnace.
+14546,2024-02-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.244,False,Humidity climbed during dock-door open period in afternoon shift.
+14547,2024-02-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.081,False,Humidity excursion near finishing booth during coating run.
+14548,2024-02-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.957,False,Reliability engineer tagged sample window for model retraining.
+14549,2024-02-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.86,False,Bearing temperature rising faster than baseline on spindle cell.
+14550,2024-02-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14551,2024-02-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.941,False,Humidity readings track seasonal rise across late spring.
+14552,2024-02-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.138,False,Humidity climbed during dock-door open period in afternoon shift.
+14553,2024-02-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.003,False,Press cycle dwell time lengthened during high-volume batch.
+14554,2024-02-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.309,False,Coolant loop adjustment reduced chamber temperature spread.
+14555,2024-02-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Supervisory alert generated after three consecutive threshold breaches.
+14556,2024-02-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.854,False,Maintenance note logged for coupling imbalance inspection.
+14557,2024-02-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.398,False,Air handler maintenance reduced humidity variance on finishing line.
+14558,2024-02-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.709,False,Operator reset acknowledged after red-tag inspection.
+14559,2024-02-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.974,False,Calibration check overdue by 11 days for press-line transducer.
+14560,2024-02-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.975,False,Unbalanced load introduced cyclical pressure ripple.
+14561,2024-02-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Humidity excursion near finishing booth during coating run.
+14562,2024-02-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.705,False,Thermal ramp exceeded expected warmup curve before shift start.
+14563,2024-02-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.185,False,Operator reset acknowledged after red-tag inspection.
+14564,2024-02-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.675,False,Unbalanced load introduced cyclical pressure ripple.
+14565,2024-02-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.561,False,Vibration baseline recovered after tool holder replacement.
+14566,2024-02-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.161,False,Sensor battery health remains nominal after firmware update.
+14567,2024-02-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.476,False,Humidity baseline improved after seal replacement.
+14568,2024-02-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.648,False,Supervisory alert generated after three consecutive threshold breaches.
+14569,2024-02-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.642,False,Shift handoff note referenced unusual noise near press enclosure.
+14570,2024-02-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.554,False,Hydraulic line pressure oscillation detected under load.
+14571,2024-02-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.75,False,Vibration harmonics broadened during extended production run.
+14572,2024-02-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.621,False,Sensor heartbeat delayed by one interval after gateway retry.
+14573,2024-02-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.287,False,Sensor enclosure opened for manual calibration verification.
+14574,2024-02-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.31,False,Humidity readings track seasonal rise across late spring.
+14575,2024-02-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.954,False,Pressure settled back to nominal after valve reseat.
+14576,2024-02-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.448,False,Press cycle dwell time lengthened during high-volume batch.
+14577,2024-02-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Pressure settled back to nominal after valve reseat.
+14578,2024-02-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.577,False,Maintenance scheduler deferred calibration due to spare shortage.
+14579,2024-02-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.36,False,Condensation warning cleared after dehumidifier ramp-up.
+14580,2024-02-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.646,False,Supervisory alert generated after three consecutive threshold breaches.
+14581,2024-02-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.602,False,Edge collector replayed buffered events after network recovery.
+14582,2024-02-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.308,False,Pressure peak corresponds to oversized billet batch processing.
+14583,2024-02-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.65,False,Machine throughput increase drove sustained pressure uplift.
+14584,2024-02-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.504,False,Vibration baseline recovered after tool holder replacement.
+14585,2024-02-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Press cycle dwell time lengthened during high-volume batch.
+14586,2024-02-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.167,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14587,2024-02-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14588,2024-02-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.545,False,Temperature variance narrowed after coolant nozzle cleaning.
+14589,2024-02-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Transient outlier matched forklift impact near cabinet wall.
+14590,2024-02-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.808,False,Hydraulic line pressure oscillation detected under load.
+14591,2024-02-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.335,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14592,2024-02-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.08,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14593,2024-02-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.783,False,SCADA backfill inserted two delayed telemetry points.
+14594,2024-02-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.668,False,Machine throughput increase drove sustained pressure uplift.
+14595,2024-02-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.691,False,Quality team requested trace review for lot 24-118B.
+14596,2024-02-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.79,False,Temperature remained elevated during unscheduled overtime run.
+14597,2024-02-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.917,False,Operator reset acknowledged after red-tag inspection.
+14598,2024-02-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.427,False,Quality hold reduced finishing booth activity for one shift.
+14599,2024-02-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14600,2024-02-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.292,False,Air handler maintenance reduced humidity variance on finishing line.
+14601,2024-02-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.068,False,Packaging line stop reduced adjacent vibration background.
+14602,2024-02-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.998,False,Machine idle period extended during planned sanitation window.
+14603,2024-02-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.782,False,Sensor enclosure opened for manual calibration verification.
+14604,2024-02-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,52.67,False,Bearing temperature rising faster than baseline on spindle cell.
+14605,2024-02-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Sensor heartbeat delayed by one interval after gateway retry.
+14606,2024-02-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.934,False,Sensor signal clipping observed during startup surge.
+14607,2024-02-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Machine throughput increase drove sustained pressure uplift.
+14608,2024-02-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.604,False,SCADA backfill inserted two delayed telemetry points.
+14609,2024-02-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Sensor signal clipping observed during startup surge.
+14610,2024-02-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,56.927,False,Pressure settled back to nominal after valve reseat.
+14611,2024-02-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Condensation warning cleared after dehumidifier ramp-up.
+14612,2024-02-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.427,False,Calibration check overdue by 11 days for press-line transducer.
+14613,2024-02-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.746,False,Pressure peak corresponds to oversized billet batch processing.
+14614,2024-02-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.32,False,Telemetry quality flag downgraded during sensor self-test window.
+14615,2024-02-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Air handler maintenance reduced humidity variance on finishing line.
+14616,2024-02-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.944,False,Operator reported intermittent chatter on machine CNC-04.
+14617,2024-02-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.863,False,Temperature variance narrowed after coolant nozzle cleaning.
+14618,2024-02-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.269,False,Operator reported intermittent chatter on machine CNC-04.
+14619,2024-02-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Bearing temperature rising faster than baseline on spindle cell.
+14620,2024-02-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.056,False,Press cycle dwell time lengthened during high-volume batch.
+14621,2024-02-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.425,False,Temporary gateway failover completed without data loss.
+14622,2024-02-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.428,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14623,2024-02-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.95,False,Quality team requested trace review for lot 24-118B.
+14624,2024-02-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.456,False,Bearing temperature rising faster than baseline on spindle cell.
+14625,2024-02-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.929,False,Short-lived packet loss observed at edge gateway gw-02.
+14626,2024-02-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.767,False,Sensor heartbeat delayed by one interval after gateway retry.
+14627,2024-02-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Air handler maintenance reduced humidity variance on finishing line.
+14628,2024-02-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.938,False,Reliability engineer tagged sample window for model retraining.
+14629,2024-02-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Temperature variance narrowed after coolant nozzle cleaning.
+14630,2024-02-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.499,False,Warning threshold updated for pilot predictive-maintenance model.
+14631,2024-02-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.17,False,Quality team requested trace review for lot 24-118B.
+14632,2024-02-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.656,False,Temperature variance narrowed after coolant nozzle cleaning.
+14633,2024-02-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Transient outlier matched forklift impact near cabinet wall.
+14634,2024-02-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.855,False,Pressure peak corresponds to oversized billet batch processing.
+14635,2024-02-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Maintenance crew confirmed lubrication interval was missed.
+14636,2024-02-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.593,False,SCADA backfill inserted two delayed telemetry points.
+14637,2024-02-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Night shift startup produced higher than normal vibration floor.
+14638,2024-02-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.346,False,Hydraulic line pressure oscillation detected under load.
+14639,2024-02-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.841,False,Press cycle dwell time lengthened during high-volume batch.
+14640,2024-02-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.031,False,Sensor battery health remains nominal after firmware update.
+14641,2024-02-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.037,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14642,2024-02-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.874,False,Humidity readings track seasonal rise across late spring.
+14643,2024-02-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.129,False,Temperature remained elevated during unscheduled overtime run.
+14644,2024-02-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.259,False,Maintenance crew confirmed lubrication interval was missed.
+14645,2024-02-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Warning threshold updated for pilot predictive-maintenance model.
+14646,2024-02-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.597,False,Night shift startup produced higher than normal vibration floor.
+14647,2024-02-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.099,False,Air handler maintenance reduced humidity variance on finishing line.
+14648,2024-02-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.18,False,Machine throughput increase drove sustained pressure uplift.
+14649,2024-02-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.528,False,Sensor heartbeat delayed by one interval after gateway retry.
+14650,2024-02-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.608,False,Edge collector replayed buffered events after network recovery.
+14651,2024-02-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Vibration burst exceeds envelope during tool change cycle.
+14652,2024-02-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.695,False,Short-lived packet loss observed at edge gateway gw-02.
+14653,2024-02-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14654,2024-02-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.511,False,SCADA backfill inserted two delayed telemetry points.
+14655,2024-02-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.734,False,Humidity climbed during dock-door open period in afternoon shift.
+14656,2024-02-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.261,False,Thermal ramp exceeded expected warmup curve before shift start.
+14657,2024-02-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.269,False,Air handler maintenance reduced humidity variance on finishing line.
+14658,2024-02-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14659,2024-02-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.434,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14660,2024-02-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.81,False,Night shift startup produced higher than normal vibration floor.
+14661,2024-02-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14662,2024-02-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.326,False,Pressure peak corresponds to oversized billet batch processing.
+14663,2024-02-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Supervisory alert generated after three consecutive threshold breaches.
+14664,2024-02-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.394,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14665,2024-02-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.312,False,Maintenance crew confirmed lubrication interval was missed.
+14666,2024-02-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.261,False,Night shift startup produced higher than normal vibration floor.
+14667,2024-02-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Thermal ramp exceeded expected warmup curve before shift start.
+14668,2024-02-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.669,False,Transient outlier matched forklift impact near cabinet wall.
+14669,2024-02-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14670,2024-02-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.923,False,Maintenance scheduler deferred calibration due to spare shortage.
+14671,2024-02-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14672,2024-02-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.301,False,Vibration burst exceeds envelope during tool change cycle.
+14673,2024-02-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.452,False,Maintenance crew confirmed lubrication interval was missed.
+14674,2024-02-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.847,False,Night shift startup produced higher than normal vibration floor.
+14675,2024-02-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.093,False,Shift handoff note referenced unusual noise near press enclosure.
+14676,2024-02-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.955,False,Sensor enclosure opened for manual calibration verification.
+14677,2024-02-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Sensor enclosure opened for manual calibration verification.
+14678,2024-02-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.921,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14679,2024-02-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.502,False,Vibration harmonics broadened during extended production run.
+14680,2024-02-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.331,False,Calibration check overdue by 11 days for press-line transducer.
+14681,2024-02-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Temperature variance narrowed after coolant nozzle cleaning.
+14682,2024-02-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.849,False,Hydraulic line pressure oscillation detected under load.
+14683,2024-02-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.479,False,Pressure line purge completed before restart authorization.
+14684,2024-02-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.139,False,Dust extraction fan offline for 18 minutes on line finishing.
+14685,2024-02-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.083,False,Shift handoff note referenced unusual noise near press enclosure.
+14686,2024-02-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.008,False,Press cycle dwell time lengthened during high-volume batch.
+14687,2024-02-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.472,False,Shift handoff note referenced unusual noise near press enclosure.
+14688,2024-02-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.44,False,Night shift startup produced higher than normal vibration floor.
+14689,2024-02-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Air handler maintenance reduced humidity variance on finishing line.
+14690,2024-02-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.246,False,Sensor enclosure opened for manual calibration verification.
+14691,2024-02-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.484,False,Maintenance crew confirmed lubrication interval was missed.
+14692,2024-02-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.396,False,Temperature variance narrowed after coolant nozzle cleaning.
+14693,2024-02-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.078,False,Temporary gateway failover completed without data loss.
+14694,2024-02-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.11,False,Short-lived packet loss observed at edge gateway gw-02.
+14695,2024-02-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.397,False,Edge collector replayed buffered events after network recovery.
+14696,2024-02-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.676,False,Temporary gateway failover completed without data loss.
+14697,2024-02-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Edge collector replayed buffered events after network recovery.
+14698,2024-02-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.431,False,Transient outlier matched forklift impact near cabinet wall.
+14699,2024-02-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Temperature variance narrowed after coolant nozzle cleaning.
+14700,2024-02-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.494,False,Pressure peak corresponds to oversized billet batch processing.
+14701,2024-02-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.639,False,Pressure settled back to nominal after valve reseat.
+14702,2024-02-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.71,False,Temporary gateway failover completed without data loss.
+14703,2024-02-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Sensor enclosure opened for manual calibration verification.
+14704,2024-02-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.398,False,Temporary gateway failover completed without data loss.
+14705,2024-02-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.307,False,Calibration check overdue by 11 days for press-line transducer.
+14706,2024-02-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.894,False,Shift handoff note referenced unusual noise near press enclosure.
+14707,2024-02-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Shift handoff note referenced unusual noise near press enclosure.
+14708,2024-02-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.714,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14709,2024-02-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Machine idle period extended during planned sanitation window.
+14710,2024-02-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.712,False,Sensor enclosure opened for manual calibration verification.
+14711,2024-02-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.759,False,Humidity readings track seasonal rise across late spring.
+14712,2024-02-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.948,False,Operator reset acknowledged after red-tag inspection.
+14713,2024-02-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.874,False,Pressure peak corresponds to oversized billet batch processing.
+14714,2024-02-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.318,False,Shift handoff note referenced unusual noise near press enclosure.
+14715,2024-02-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.717,False,Operator reported intermittent chatter on machine CNC-04.
+14716,2024-02-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.335,False,Thermal ramp exceeded expected warmup curve before shift start.
+14717,2024-02-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14718,2024-02-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.218,False,Sensor signal clipping observed during startup surge.
+14719,2024-02-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.519,False,Sensor enclosure opened for manual calibration verification.
+14720,2024-02-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Calibration check overdue by 11 days for press-line transducer.
+14721,2024-02-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Calibration check overdue by 11 days for press-line transducer.
+14722,2024-02-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.309,False,Maintenance scheduler deferred calibration due to spare shortage.
+14723,2024-02-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.976,False,Humidity readings track seasonal rise across late spring.
+14724,2024-02-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.576,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14725,2024-02-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Sensor heartbeat delayed by one interval after gateway retry.
+14726,2024-02-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.39,False,Air handler maintenance reduced humidity variance on finishing line.
+14727,2024-02-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.213,False,Operator reset acknowledged after red-tag inspection.
+14728,2024-02-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.323,False,Hydraulic line pressure oscillation detected under load.
+14729,2024-02-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.537,False,Quality team requested trace review for lot 24-118B.
+14730,2024-02-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.294,False,SCADA backfill inserted two delayed telemetry points.
+14731,2024-02-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Quality hold reduced finishing booth activity for one shift.
+14732,2024-02-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.036,False,Vibration burst exceeds envelope during tool change cycle.
+14733,2024-02-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.67,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14734,2024-02-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.125,False,Temperature remained elevated during unscheduled overtime run.
+14735,2024-02-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.331,False,Machine throughput increase drove sustained pressure uplift.
+14736,2024-02-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.026,False,Anomaly review flagged possible bearing wear progression.
+14737,2024-02-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Packaging line stop reduced adjacent vibration background.
+14738,2024-02-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.657,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14739,2024-02-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.27,False,Short-lived packet loss observed at edge gateway gw-02.
+14740,2024-02-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.963,False,Humidity readings track seasonal rise across late spring.
+14741,2024-02-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Temperature variance narrowed after coolant nozzle cleaning.
+14742,2024-02-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.566,False,Machine idle period extended during planned sanitation window.
+14743,2024-02-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.419,False,Humidity readings track seasonal rise across late spring.
+14744,2024-02-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.23,False,Vibration baseline recovered after tool holder replacement.
+14745,2024-02-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.029,False,Night shift startup produced higher than normal vibration floor.
+14746,2024-02-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.842,False,Condensation warning cleared after dehumidifier ramp-up.
+14747,2024-02-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.788,False,Quality hold reduced finishing booth activity for one shift.
+14748,2024-02-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.352,False,Temperature remained elevated during unscheduled overtime run.
+14749,2024-02-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.218,False,Shift handoff note referenced unusual noise near press enclosure.
+14750,2024-02-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.095,False,Calibration check overdue by 11 days for press-line transducer.
+14751,2024-02-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.545,False,Vibration burst exceeds envelope during tool change cycle.
+14752,2024-02-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.914,False,Warning threshold updated for pilot predictive-maintenance model.
+14753,2024-02-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Unbalanced load introduced cyclical pressure ripple.
+14754,2024-02-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.716,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14755,2024-02-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.298,False,Condensation warning cleared after dehumidifier ramp-up.
+14756,2024-02-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.697,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14757,2024-02-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.556,False,Pressure settled back to nominal after valve reseat.
+14758,2024-02-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.029,False,Sensor signal clipping observed during startup surge.
+14759,2024-02-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.624,False,Coolant loop adjustment reduced chamber temperature spread.
+14760,2024-02-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.594,False,Humidity climbed during dock-door open period in afternoon shift.
+14761,2024-02-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.778,False,Anomaly review flagged possible bearing wear progression.
+14762,2024-02-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.803,False,Anomaly review flagged possible bearing wear progression.
+14763,2024-02-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.455,False,Hydraulic line pressure oscillation detected under load.
+14764,2024-02-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.546,False,Vibration harmonics broadened during extended production run.
+14765,2024-02-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Anomaly review flagged possible bearing wear progression.
+14766,2024-02-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.401,False,Quality hold reduced finishing booth activity for one shift.
+14767,2024-02-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Pressure peak corresponds to oversized billet batch processing.
+14768,2024-02-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.468,False,Night shift startup produced higher than normal vibration floor.
+14769,2024-02-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Shift handoff note referenced unusual noise near press enclosure.
+14770,2024-02-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.59,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14771,2024-02-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.384,False,Maintenance crew confirmed lubrication interval was missed.
+14772,2024-02-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.34,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14773,2024-02-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.639,False,Press cycle dwell time lengthened during high-volume batch.
+14774,2024-02-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.763,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14775,2024-02-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.838,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14776,2024-02-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.387,False,Vibration baseline recovered after tool holder replacement.
+14777,2024-02-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Pressure peak corresponds to oversized billet batch processing.
+14778,2024-02-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.106,False,Maintenance note logged for coupling imbalance inspection.
+14779,2024-02-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.149,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14780,2024-02-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.491,False,Sensor enclosure opened for manual calibration verification.
+14781,2024-02-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.918,False,Thermal ramp exceeded expected warmup curve before shift start.
+14782,2024-02-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.223,False,Temporary gateway failover completed without data loss.
+14783,2024-02-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.233,False,Condensation warning cleared after dehumidifier ramp-up.
+14784,2024-02-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.497,False,Humidity readings track seasonal rise across late spring.
+14785,2024-02-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.242,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14786,2024-02-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.753,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14787,2024-02-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.251,False,Thermal overshoot event coincided with recipe change on furnace.
+14788,2024-02-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.146,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14789,2024-02-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.645,False,Telemetry quality flag downgraded during sensor self-test window.
+14790,2024-02-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.374,False,Maintenance crew confirmed lubrication interval was missed.
+14791,2024-02-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.635,False,Pressure line purge completed before restart authorization.
+14792,2024-02-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.291,False,Reliability engineer tagged sample window for model retraining.
+14793,2024-02-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Maintenance crew confirmed lubrication interval was missed.
+14794,2024-02-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.811,False,Sensor battery health remains nominal after firmware update.
+14795,2024-02-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.553,False,Vibration harmonics broadened during extended production run.
+14796,2024-02-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.814,False,Sensor signal clipping observed during startup surge.
+14797,2024-02-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Reliability engineer tagged sample window for model retraining.
+14798,2024-02-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.332,False,Press cycle dwell time lengthened during high-volume batch.
+14799,2024-02-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Temperature variance narrowed after coolant nozzle cleaning.
+14800,2024-02-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.255,False,Temperature variance narrowed after coolant nozzle cleaning.
+14801,2024-02-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.552,False,Air handler maintenance reduced humidity variance on finishing line.
+14802,2024-02-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.153,False,Vibration harmonics broadened during extended production run.
+14803,2024-02-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.868,False,Supervisory alert generated after three consecutive threshold breaches.
+14804,2024-02-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.074,False,Calibration check overdue by 11 days for press-line transducer.
+14805,2024-02-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Humidity readings track seasonal rise across late spring.
+14806,2024-02-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.786,False,Short-lived packet loss observed at edge gateway gw-02.
+14807,2024-02-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.189,False,Calibration check overdue by 11 days for press-line transducer.
+14808,2024-02-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.798,False,SCADA backfill inserted two delayed telemetry points.
+14809,2024-02-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Sensor enclosure opened for manual calibration verification.
+14810,2024-02-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.149,False,Sensor signal clipping observed during startup surge.
+14811,2024-02-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.63,False,Air handler maintenance reduced humidity variance on finishing line.
+14812,2024-02-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.353,False,Packaging line stop reduced adjacent vibration background.
+14813,2024-02-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Humidity excursion near finishing booth during coating run.
+14814,2024-02-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.047,False,Air handler maintenance reduced humidity variance on finishing line.
+14815,2024-02-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.375,False,Anomaly review flagged possible bearing wear progression.
+14816,2024-02-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.968,False,Unbalanced load introduced cyclical pressure ripple.
+14817,2024-02-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.342,False,Transient outlier matched forklift impact near cabinet wall.
+14818,2024-02-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.488,False,Pressure settled back to nominal after valve reseat.
+14819,2024-02-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.965,False,Coolant loop adjustment reduced chamber temperature spread.
+14820,2024-02-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.175,False,Condensation warning cleared after dehumidifier ramp-up.
+14821,2024-02-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.762,False,Operator reported intermittent chatter on machine CNC-04.
+14822,2024-02-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.544,False,Coolant loop adjustment reduced chamber temperature spread.
+14823,2024-02-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Maintenance note logged for coupling imbalance inspection.
+14824,2024-02-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14825,2024-02-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Pressure settled back to nominal after valve reseat.
+14826,2024-02-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.975,False,Warning threshold updated for pilot predictive-maintenance model.
+14827,2024-02-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.563,False,Vibration harmonics broadened during extended production run.
+14828,2024-02-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.982,False,Coolant loop adjustment reduced chamber temperature spread.
+14829,2024-02-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.768,False,Pressure line purge completed before restart authorization.
+14830,2024-02-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.952,False,Condensation warning cleared after dehumidifier ramp-up.
+14831,2024-02-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.14,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14832,2024-02-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.121,False,Humidity readings track seasonal rise across late spring.
+14833,2024-02-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Humidity readings track seasonal rise across late spring.
+14834,2024-02-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.663,False,Quality hold reduced finishing booth activity for one shift.
+14835,2024-02-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.628,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14836,2024-02-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.467,False,Pressure line purge completed before restart authorization.
+14837,2024-02-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Operator reported intermittent chatter on machine CNC-04.
+14838,2024-02-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.842,False,Calibration check overdue by 11 days for press-line transducer.
+14839,2024-02-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Vibration harmonics broadened during extended production run.
+14840,2024-02-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.312,False,Pressure peak corresponds to oversized billet batch processing.
+14841,2024-02-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Machine idle period extended during planned sanitation window.
+14842,2024-02-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.299,False,Sensor battery health remains nominal after firmware update.
+14843,2024-02-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.796,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14844,2024-02-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.348,False,Bearing temperature rising faster than baseline on spindle cell.
+14845,2024-02-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.501,False,Humidity baseline improved after seal replacement.
+14846,2024-02-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.021,False,Bearing temperature rising faster than baseline on spindle cell.
+14847,2024-02-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14848,2024-02-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.14,False,Temperature remained elevated during unscheduled overtime run.
+14849,2024-02-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.431,False,Humidity baseline improved after seal replacement.
+14850,2024-02-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.806,False,Vibration burst exceeds envelope during tool change cycle.
+14851,2024-02-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14852,2024-02-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.043,False,Humidity baseline improved after seal replacement.
+14853,2024-02-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.295,False,Night shift startup produced higher than normal vibration floor.
+14854,2024-02-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.011,False,Temporary gateway failover completed without data loss.
+14855,2024-02-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.449,False,Calibration check overdue by 11 days for press-line transducer.
+14856,2024-02-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.195,False,Anomaly review flagged possible bearing wear progression.
+14857,2024-02-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.076,False,Humidity baseline improved after seal replacement.
+14858,2024-02-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.707,False,Telemetry quality flag downgraded during sensor self-test window.
+14859,2024-02-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.078,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14860,2024-02-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.849,False,Ambient temperature stabilized after HVAC stage-two engagement.
+14861,2024-02-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.667,False,Humidity climbed during dock-door open period in afternoon shift.
+14862,2024-02-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.678,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14863,2024-02-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.058,False,Temperature remained elevated during unscheduled overtime run.
+14864,2024-02-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.01,False,Operator reported intermittent chatter on machine CNC-04.
+14865,2024-02-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Packaging line stop reduced adjacent vibration background.
+14866,2024-02-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.63,False,Unbalanced load introduced cyclical pressure ripple.
+14867,2024-02-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.235,False,Packaging line stop reduced adjacent vibration background.
+14868,2024-02-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.425,False,Humidity readings track seasonal rise across late spring.
+14869,2024-02-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.249,False,Pressure peak corresponds to oversized billet batch processing.
+14870,2024-02-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.164,False,Maintenance note logged for coupling imbalance inspection.
+14871,2024-02-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Sensor battery health remains nominal after firmware update.
+14872,2024-02-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.117,False,Pressure settled back to nominal after valve reseat.
+14873,2024-02-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Sensor enclosure opened for manual calibration verification.
+14874,2024-02-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.964,False,Packaging line stop reduced adjacent vibration background.
+14875,2024-02-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.921,False,SCADA backfill inserted two delayed telemetry points.
+14876,2024-02-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.833,False,Night shift startup produced higher than normal vibration floor.
+14877,2024-02-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.719,False,Air handler maintenance reduced humidity variance on finishing line.
+14878,2024-02-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.322,False,Telemetry quality flag downgraded during sensor self-test window.
+14879,2024-02-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.84,False,Operator reset acknowledged after red-tag inspection.
+14880,2024-02-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.606,False,Operator reset acknowledged after red-tag inspection.
+14881,2024-02-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.114,False,Unbalanced load introduced cyclical pressure ripple.
+14882,2024-02-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.862,False,Maintenance scheduler deferred calibration due to spare shortage.
+14883,2024-02-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.812,False,Maintenance scheduler deferred calibration due to spare shortage.
+14884,2024-02-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.837,False,Vibration burst exceeds envelope during tool change cycle.
+14885,2024-02-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Quality hold reduced finishing booth activity for one shift.
+14886,2024-02-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.413,False,Machine throughput increase drove sustained pressure uplift.
+14887,2024-02-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.99,False,Quality hold reduced finishing booth activity for one shift.
+14888,2024-02-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.424,False,Sensor heartbeat delayed by one interval after gateway retry.
+14889,2024-02-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Thermal overshoot event coincided with recipe change on furnace.
+14890,2024-02-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.831,False,Supervisory alert generated after three consecutive threshold breaches.
+14891,2024-02-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.982,False,Temporary gateway failover completed without data loss.
+14892,2024-02-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.239,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14893,2024-02-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Thermal ramp exceeded expected warmup curve before shift start.
+14894,2024-02-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.255,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14895,2024-02-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Humidity excursion near finishing booth during coating run.
+14896,2024-02-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.873,False,Shift handoff note referenced unusual noise near press enclosure.
+14897,2024-02-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
+14898,2024-02-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.406,False,Vibration baseline recovered after tool holder replacement.
+14899,2024-02-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14900,2024-02-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.49,False,Thermal ramp exceeded expected warmup curve before shift start.
+14901,2024-02-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.695,False,Telemetry quality flag downgraded during sensor self-test window.
+14902,2024-02-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.062,False,Sensor battery health remains nominal after firmware update.
+14903,2024-02-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Short-lived packet loss observed at edge gateway gw-02.
+14904,2024-02-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.017,False,Maintenance crew confirmed lubrication interval was missed.
+14905,2024-02-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,SCADA backfill inserted two delayed telemetry points.
+14906,2024-02-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.806,False,Quality hold reduced finishing booth activity for one shift.
+14907,2024-02-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.561,False,Supervisory alert generated after three consecutive threshold breaches.
+14908,2024-02-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.534,False,Maintenance note logged for coupling imbalance inspection.
+14909,2024-02-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Coolant loop adjustment reduced chamber temperature spread.
+14910,2024-02-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.231,False,Sensor signal clipping observed during startup surge.
+14911,2024-02-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.686,False,Supervisory alert generated after three consecutive threshold breaches.
+14912,2024-02-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.163,False,Quality team requested trace review for lot 24-118B.
+14913,2024-02-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Telemetry quality flag downgraded during sensor self-test window.
+14914,2024-02-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.8,False,Short-lived packet loss observed at edge gateway gw-02.
+14915,2024-02-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.871,False,Supervisory alert generated after three consecutive threshold breaches.
+14916,2024-02-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.809,False,Humidity climbed during dock-door open period in afternoon shift.
+14917,2024-02-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.386,False,Pressure settled back to nominal after valve reseat.
+14918,2024-02-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Maintenance scheduler deferred calibration due to spare shortage.
+14919,2024-02-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.656,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14920,2024-02-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.719,False,Pressure line purge completed before restart authorization.
+14921,2024-02-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.529,False,Temperature remained elevated during unscheduled overtime run.
+14922,2024-02-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.216,False,Quality hold reduced finishing booth activity for one shift.
+14923,2024-02-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14924,2024-02-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.731,False,Maintenance crew confirmed lubrication interval was missed.
+14925,2024-02-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Quality hold reduced finishing booth activity for one shift.
+14926,2024-02-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.329,False,Edge collector replayed buffered events after network recovery.
+14927,2024-02-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.309,False,Air handler maintenance reduced humidity variance on finishing line.
+14928,2024-02-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.843,False,Air handler maintenance reduced humidity variance on finishing line.
+14929,2024-02-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.11,False,Quality team requested trace review for lot 24-118B.
+14930,2024-02-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.725,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14931,2024-02-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.102,False,Quality team requested trace review for lot 24-118B.
+14932,2024-02-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.583,False,Packaging line stop reduced adjacent vibration background.
+14933,2024-02-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.255,False,Humidity excursion near finishing booth during coating run.
+14934,2024-02-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.852,False,Dust extraction fan offline for 18 minutes on line finishing.
+14935,2024-02-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Temperature variance narrowed after coolant nozzle cleaning.
+14936,2024-02-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.064,False,Sensor 3 drift suspected after cross-check with manual gauge.
+14937,2024-02-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Unbalanced load introduced cyclical pressure ripple.
+14938,2024-02-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.281,False,Edge collector replayed buffered events after network recovery.
+14939,2024-02-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.438,False,Temporary gateway failover completed without data loss.
+14940,2024-02-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.613,False,Compressed air fluctuation introduced pressure noise for two cycles.
+14941,2024-02-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Maintenance crew confirmed lubrication interval was missed.
+14942,2024-02-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.077,False,Vibration baseline recovered after tool holder replacement.
+14943,2024-02-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.85,False,Maintenance scheduler deferred calibration due to spare shortage.
+14944,2024-02-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.287,False,Maintenance crew confirmed lubrication interval was missed.
+14945,2024-02-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.545,False,Operator reported intermittent chatter on machine CNC-04.
+14946,2024-02-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.682,False,Maintenance scheduler deferred calibration due to spare shortage.
+14947,2024-02-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Machine idle period extended during planned sanitation window.
+14948,2024-02-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.906,False,Operator reported intermittent chatter on machine CNC-04.
+14949,2024-02-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.383,False,Heat-treat furnace door cycling increased localized temperature spikes.
+14950,2024-02-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.018,False,Dust extraction fan offline for 18 minutes on line finishing.
+14951,2024-02-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.991,False,Temporary gateway failover completed without data loss.
+14952,2024-02-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.156,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+14953,2024-02-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.277,False,Short-lived packet loss observed at edge gateway gw-02.
+14954,2024-02-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.556,False,Telemetry quality flag downgraded during sensor self-test window.
+14955,2024-02-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.319,False,Humidity climbed during dock-door open period in afternoon shift.
+14956,2024-02-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.353,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14957,2024-02-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.744,False,Packaging line stop reduced adjacent vibration background.
+14958,2024-02-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.075,False,SCADA backfill inserted two delayed telemetry points.
+14959,2024-02-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.566,False,Quality team requested trace review for lot 24-118B.
+14960,2024-02-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.771,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+14961,2024-02-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.615,False,Reliability engineer tagged sample window for model retraining.
+14962,2024-02-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.32,False,Maintenance crew confirmed lubrication interval was missed.
+14963,2024-02-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.552,False,Quality team requested trace review for lot 24-118B.
+14964,2024-02-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.307,False,Sensor heartbeat delayed by one interval after gateway retry.
+14965,2024-02-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.84,False,Warning threshold updated for pilot predictive-maintenance model.
+14966,2024-02-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.848,False,Anomaly review flagged possible bearing wear progression.
+14967,2024-02-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.787,False,Vibration baseline recovered after tool holder replacement.
+14968,2024-02-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.824,False,Supervisory alert generated after three consecutive threshold breaches.
+14969,2024-02-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Edge collector replayed buffered events after network recovery.
+14970,2024-02-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.768,False,Packaging line stop reduced adjacent vibration background.
+14971,2024-02-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Maintenance note logged for coupling imbalance inspection.
+14972,2024-02-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.2,False,Pressure line purge completed before restart authorization.
+14973,2024-02-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Anomaly review flagged possible bearing wear progression.
+14974,2024-02-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.091,False,Short-lived packet loss observed at edge gateway gw-02.
+14975,2024-02-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Machine throughput increase drove sustained pressure uplift.
+14976,2024-02-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.418,False,Vibration burst exceeds envelope during tool change cycle.
+14977,2024-02-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Condensation warning cleared after dehumidifier ramp-up.
+14978,2024-02-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.374,False,Warning threshold updated for pilot predictive-maintenance model.
+14979,2024-02-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.995,False,Sensor heartbeat delayed by one interval after gateway retry.
+14980,2024-02-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.496,False,Vibration harmonics broadened during extended production run.
+14981,2024-02-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Quality team requested trace review for lot 24-118B.
+14982,2024-02-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.489,False,Humidity readings track seasonal rise across late spring.
+14983,2024-02-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.732,False,Dust extraction fan offline for 18 minutes on line finishing.
+14984,2024-02-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.467,False,Maintenance crew confirmed lubrication interval was missed.
+14985,2024-02-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Sensor heartbeat delayed by one interval after gateway retry.
+14986,2024-02-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.884,False,Humidity climbed during dock-door open period in afternoon shift.
+14987,2024-02-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.197,False,Sensor enclosure opened for manual calibration verification.
+14988,2024-02-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.206,False,Operator reset acknowledged after red-tag inspection.
+14989,2024-02-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Transient outlier matched forklift impact near cabinet wall.
+14990,2024-02-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.421,False,Hydraulic line pressure oscillation detected under load.
+14991,2024-02-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.883,False,Sensor battery health remains nominal after firmware update.
+14992,2024-02-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.958,False,Vibration harmonics broadened during extended production run.
+14993,2024-02-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.569,False,Vibration baseline recovered after tool holder replacement.
+14994,2024-02-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.975,False,Unbalanced load introduced cyclical pressure ripple.
+14995,2024-02-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+14996,2024-02-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.378,False,Quality hold reduced finishing booth activity for one shift.
+14997,2024-02-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,Temperature remained elevated during unscheduled overtime run.
+14998,2024-02-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.201,False,Temperature variance narrowed after coolant nozzle cleaning.
+14999,2024-02-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Sensor battery health remains nominal after firmware update.
+15000,2024-02-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.031,False,Vibration baseline recovered after tool holder replacement.
+15001,2024-02-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Vibration harmonics broadened during extended production run.
+15002,2024-02-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.019,False,Humidity baseline improved after seal replacement.
+15003,2024-02-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.989,False,Packaging line stop reduced adjacent vibration background.
+15004,2024-02-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.414,False,Pressure line purge completed before restart authorization.
+15005,2024-02-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Pressure line purge completed before restart authorization.
+15006,2024-02-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.083,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15007,2024-02-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.753,False,Condensation warning cleared after dehumidifier ramp-up.
+15008,2024-02-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.797,False,Hydraulic line pressure oscillation detected under load.
+15009,2024-02-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.149,False,Press cycle dwell time lengthened during high-volume batch.
+15010,2024-02-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.819,False,Bearing temperature rising faster than baseline on spindle cell.
+15011,2024-02-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Temperature variance narrowed after coolant nozzle cleaning.
+15012,2024-02-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.103,False,Machine throughput increase drove sustained pressure uplift.
+15013,2024-02-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Humidity baseline improved after seal replacement.
+15014,2024-02-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.248,False,Sensor signal clipping observed during startup surge.
+15015,2024-02-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.502,False,Quality hold reduced finishing booth activity for one shift.
+15016,2024-02-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.197,False,Calibration check overdue by 11 days for press-line transducer.
+15017,2024-02-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.965,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15018,2024-02-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.548,False,Machine idle period extended during planned sanitation window.
+15019,2024-02-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.166,False,Unbalanced load introduced cyclical pressure ripple.
+15020,2024-02-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.099,False,Dust extraction fan offline for 18 minutes on line finishing.
+15021,2024-02-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Vibration burst exceeds envelope during tool change cycle.
+15022,2024-02-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.762,False,Short-lived packet loss observed at edge gateway gw-02.
+15023,2024-02-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15024,2024-02-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.828,False,Telemetry quality flag downgraded during sensor self-test window.
+15025,2024-02-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Warning threshold updated for pilot predictive-maintenance model.
+15026,2024-02-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.613,False,Sensor signal clipping observed during startup surge.
+15027,2024-02-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.873,False,Maintenance scheduler deferred calibration due to spare shortage.
+15028,2024-02-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.722,False,Temperature variance narrowed after coolant nozzle cleaning.
+15029,2024-02-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15030,2024-02-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.628,False,Condensation warning cleared after dehumidifier ramp-up.
+15031,2024-02-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15032,2024-02-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.67,False,Vibration baseline recovered after tool holder replacement.
+15033,2024-02-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.632,False,Reliability engineer tagged sample window for model retraining.
+15034,2024-02-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.546,False,Humidity climbed during dock-door open period in afternoon shift.
+15035,2024-02-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.059,False,Telemetry quality flag downgraded during sensor self-test window.
+15036,2024-02-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.441,False,Reliability engineer tagged sample window for model retraining.
+15037,2024-02-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Air handler maintenance reduced humidity variance on finishing line.
+15038,2024-02-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.712,False,Humidity excursion near finishing booth during coating run.
+15039,2024-02-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15040,2024-02-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.209,False,Supervisory alert generated after three consecutive threshold breaches.
+15041,2024-02-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Packaging line stop reduced adjacent vibration background.
+15042,2024-02-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.384,False,Short-lived packet loss observed at edge gateway gw-02.
+15043,2024-02-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15044,2024-02-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.926,False,Quality hold reduced finishing booth activity for one shift.
+15045,2024-02-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.95,False,Thermal ramp exceeded expected warmup curve before shift start.
+15046,2024-02-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.336,False,Supervisory alert generated after three consecutive threshold breaches.
+15047,2024-02-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.939,False,Temperature variance narrowed after coolant nozzle cleaning.
+15048,2024-02-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.814,False,Bearing temperature rising faster than baseline on spindle cell.
+15049,2024-02-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.891,False,Anomaly review flagged possible bearing wear progression.
+15050,2024-02-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.428,False,Sensor heartbeat delayed by one interval after gateway retry.
+15051,2024-02-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.541,False,Thermal overshoot event coincided with recipe change on furnace.
+15052,2024-02-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.337,False,Pressure settled back to nominal after valve reseat.
+15053,2024-02-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.767,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15054,2024-02-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.903,False,Humidity excursion near finishing booth during coating run.
+15055,2024-02-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Sensor enclosure opened for manual calibration verification.
+15056,2024-02-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.519,False,Coolant loop adjustment reduced chamber temperature spread.
+15057,2024-02-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.637,False,Night shift startup produced higher than normal vibration floor.
+15058,2024-02-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.504,False,Edge collector replayed buffered events after network recovery.
+15059,2024-02-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.19,False,Bearing temperature rising faster than baseline on spindle cell.
+15060,2024-02-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.15,False,SCADA backfill inserted two delayed telemetry points.
+15061,2024-02-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,Pressure settled back to nominal after valve reseat.
+15062,2024-02-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.617,False,Maintenance note logged for coupling imbalance inspection.
+15063,2024-02-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15064,2024-02-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.317,False,Calibration check overdue by 11 days for press-line transducer.
+15065,2024-02-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Maintenance scheduler deferred calibration due to spare shortage.
+15066,2024-02-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.175,False,Thermal ramp exceeded expected warmup curve before shift start.
+15067,2024-02-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15068,2024-02-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.382,False,Quality hold reduced finishing booth activity for one shift.
+15069,2024-02-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Reliability engineer tagged sample window for model retraining.
+15070,2024-02-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.229,False,Machine idle period extended during planned sanitation window.
+15071,2024-02-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Temperature variance narrowed after coolant nozzle cleaning.
+15072,2024-02-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.477,False,Vibration harmonics broadened during extended production run.
+15073,2024-02-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.635,False,Supervisory alert generated after three consecutive threshold breaches.
+15074,2024-02-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.827,False,Reliability engineer tagged sample window for model retraining.
+15075,2024-02-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.975,False,Shift handoff note referenced unusual noise near press enclosure.
+15076,2024-02-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.7,False,Humidity readings track seasonal rise across late spring.
+15077,2024-02-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Air handler maintenance reduced humidity variance on finishing line.
+15078,2024-02-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.348,False,Humidity climbed during dock-door open period in afternoon shift.
+15079,2024-02-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Operator reset acknowledged after red-tag inspection.
+15080,2024-02-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.249,False,Thermal ramp exceeded expected warmup curve before shift start.
+15081,2024-02-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,Sensor signal clipping observed during startup surge.
+15082,2024-02-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.887,False,Sensor battery health remains nominal after firmware update.
+15083,2024-02-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Anomaly review flagged possible bearing wear progression.
+15084,2024-02-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.734,False,Sensor signal clipping observed during startup surge.
+15085,2024-02-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.959,False,Temporary gateway failover completed without data loss.
+15086,2024-02-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.56,False,Bearing temperature rising faster than baseline on spindle cell.
+15087,2024-02-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Reliability engineer tagged sample window for model retraining.
+15088,2024-02-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.891,False,Temperature variance narrowed after coolant nozzle cleaning.
+15089,2024-02-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.977,False,Vibration harmonics broadened during extended production run.
+15090,2024-02-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.8,False,Operator reset acknowledged after red-tag inspection.
+15091,2024-02-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Thermal overshoot event coincided with recipe change on furnace.
+15092,2024-02-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.33,False,Humidity excursion near finishing booth during coating run.
+15093,2024-02-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Reliability engineer tagged sample window for model retraining.
+15094,2024-02-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.186,False,Pressure peak corresponds to oversized billet batch processing.
+15095,2024-02-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.952,False,Pressure settled back to nominal after valve reseat.
+15096,2024-02-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,56.674,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15097,2024-02-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Pressure settled back to nominal after valve reseat.
+15098,2024-02-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.637,False,Maintenance scheduler deferred calibration due to spare shortage.
+15099,2024-02-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.669,False,Sensor battery health remains nominal after firmware update.
+15100,2024-02-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.105,False,Transient outlier matched forklift impact near cabinet wall.
+15101,2024-02-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.233,False,Sensor battery health remains nominal after firmware update.
+15102,2024-02-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.6,False,Condensation warning cleared after dehumidifier ramp-up.
+15103,2024-02-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.507,False,Vibration baseline recovered after tool holder replacement.
+15104,2024-02-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.367,False,Sensor battery health remains nominal after firmware update.
+15105,2024-02-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.571,False,Sensor battery health remains nominal after firmware update.
+15106,2024-02-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.932,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15107,2024-02-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.767,False,Bearing temperature rising faster than baseline on spindle cell.
+15108,2024-02-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.143,False,Supervisory alert generated after three consecutive threshold breaches.
+15109,2024-02-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.187,False,Unbalanced load introduced cyclical pressure ripple.
+15110,2024-02-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.559,False,Transient outlier matched forklift impact near cabinet wall.
+15111,2024-02-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Sensor battery health remains nominal after firmware update.
+15112,2024-02-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.904,False,Edge collector replayed buffered events after network recovery.
+15113,2024-02-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.848,False,Warning threshold updated for pilot predictive-maintenance model.
+15114,2024-02-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.561,False,Vibration burst exceeds envelope during tool change cycle.
+15115,2024-02-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.529,False,Vibration harmonics broadened during extended production run.
+15116,2024-02-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.99,False,Pressure peak corresponds to oversized billet batch processing.
+15117,2024-02-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.568,False,Machine idle period extended during planned sanitation window.
+15118,2024-02-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.624,False,Sensor signal clipping observed during startup surge.
+15119,2024-02-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.076,False,Shift handoff note referenced unusual noise near press enclosure.
+15120,2024-02-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.233,False,Sensor signal clipping observed during startup surge.
+15121,2024-02-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Machine idle period extended during planned sanitation window.
+15122,2024-02-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.542,False,Reliability engineer tagged sample window for model retraining.
+15123,2024-02-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.441,False,Operator reset acknowledged after red-tag inspection.
+15124,2024-02-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.567,False,Transient outlier matched forklift impact near cabinet wall.
+15125,2024-02-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.243,False,Hydraulic line pressure oscillation detected under load.
+15126,2024-02-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.473,False,Vibration burst exceeds envelope during tool change cycle.
+15127,2024-02-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.443,False,Calibration check overdue by 11 days for press-line transducer.
+15128,2024-02-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.042,False,Pressure peak corresponds to oversized billet batch processing.
+15129,2024-02-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.944,False,Edge collector replayed buffered events after network recovery.
+15130,2024-02-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.504,False,Humidity climbed during dock-door open period in afternoon shift.
+15131,2024-02-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15132,2024-02-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.511,False,Packaging line stop reduced adjacent vibration background.
+15133,2024-02-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15134,2024-02-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.15,False,Sensor enclosure opened for manual calibration verification.
+15135,2024-02-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.071,False,Maintenance scheduler deferred calibration due to spare shortage.
+15136,2024-02-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.553,False,Quality hold reduced finishing booth activity for one shift.
+15137,2024-02-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.322,False,Press cycle dwell time lengthened during high-volume batch.
+15138,2024-02-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.099,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15139,2024-02-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.785,False,Sensor battery health remains nominal after firmware update.
+15140,2024-02-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.544,False,Machine throughput increase drove sustained pressure uplift.
+15141,2024-02-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Telemetry quality flag downgraded during sensor self-test window.
+15142,2024-02-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.237,False,SCADA backfill inserted two delayed telemetry points.
+15143,2024-02-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Pressure line purge completed before restart authorization.
+15144,2024-02-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.292,False,Pressure peak corresponds to oversized billet batch processing.
+15145,2024-02-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.666,False,Humidity excursion near finishing booth during coating run.
+15146,2024-02-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.303,False,Machine throughput increase drove sustained pressure uplift.
+15147,2024-02-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.186,False,Edge collector replayed buffered events after network recovery.
+15148,2024-02-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.059,False,Night shift startup produced higher than normal vibration floor.
+15149,2024-02-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Sensor enclosure opened for manual calibration verification.
+15150,2024-02-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.716,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15151,2024-02-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.918,False,Shift handoff note referenced unusual noise near press enclosure.
+15152,2024-02-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.396,False,Condensation warning cleared after dehumidifier ramp-up.
+15153,2024-02-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Condensation warning cleared after dehumidifier ramp-up.
+15154,2024-02-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.886,False,Shift handoff note referenced unusual noise near press enclosure.
+15155,2024-02-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Pressure settled back to nominal after valve reseat.
+15156,2024-02-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.003,False,Transient outlier matched forklift impact near cabinet wall.
+15157,2024-02-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.158,False,Quality hold reduced finishing booth activity for one shift.
+15158,2024-02-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.822,False,Calibration check overdue by 11 days for press-line transducer.
+15159,2024-02-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.827,False,Dust extraction fan offline for 18 minutes on line finishing.
+15160,2024-02-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.109,False,Telemetry quality flag downgraded during sensor self-test window.
+15161,2024-02-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.93,False,Vibration harmonics broadened during extended production run.
+15162,2024-02-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.227,False,Unbalanced load introduced cyclical pressure ripple.
+15163,2024-02-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Transient outlier matched forklift impact near cabinet wall.
+15164,2024-02-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.167,False,Sensor enclosure opened for manual calibration verification.
+15165,2024-02-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.297,False,Coolant loop adjustment reduced chamber temperature spread.
+15166,2024-02-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.509,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15167,2024-02-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.788,False,Edge collector replayed buffered events after network recovery.
+15168,2024-02-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.929,False,Calibration check overdue by 11 days for press-line transducer.
+15169,2024-02-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Quality hold reduced finishing booth activity for one shift.
+15170,2024-02-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Reliability engineer tagged sample window for model retraining.
+15171,2024-02-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Telemetry quality flag downgraded during sensor self-test window.
+15172,2024-02-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.927,False,Temperature remained elevated during unscheduled overtime run.
+15173,2024-02-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.031,False,Sensor heartbeat delayed by one interval after gateway retry.
+15174,2024-02-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Maintenance crew confirmed lubrication interval was missed.
+15175,2024-02-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15176,2024-02-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.697,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15177,2024-02-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Short-lived packet loss observed at edge gateway gw-02.
+15178,2024-02-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.09,False,Humidity baseline improved after seal replacement.
+15179,2024-02-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.397,False,Condensation warning cleared after dehumidifier ramp-up.
+15180,2024-02-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.056,False,Shift handoff note referenced unusual noise near press enclosure.
+15181,2024-02-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.525,False,Pressure line purge completed before restart authorization.
+15182,2024-02-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.958,False,Transient outlier matched forklift impact near cabinet wall.
+15183,2024-02-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.88,False,Sensor enclosure opened for manual calibration verification.
+15184,2024-02-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.562,False,Bearing temperature rising faster than baseline on spindle cell.
+15185,2024-02-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.11,False,Operator reported intermittent chatter on machine CNC-04.
+15186,2024-02-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.796,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15187,2024-02-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.507,False,Transient outlier matched forklift impact near cabinet wall.
+15188,2024-02-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.402,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15189,2024-02-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.077,False,Shift handoff note referenced unusual noise near press enclosure.
+15190,2024-02-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.98,False,Sensor heartbeat delayed by one interval after gateway retry.
+15191,2024-02-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.845,False,Pressure peak corresponds to oversized billet batch processing.
+15192,2024-02-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.747,False,Maintenance note logged for coupling imbalance inspection.
+15193,2024-02-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Humidity readings track seasonal rise across late spring.
+15194,2024-02-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.984,False,Humidity readings track seasonal rise across late spring.
+15195,2024-02-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Telemetry quality flag downgraded during sensor self-test window.
+15196,2024-02-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.184,False,Condensation warning cleared after dehumidifier ramp-up.
+15197,2024-02-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.156,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15198,2024-02-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.465,False,Machine throughput increase drove sustained pressure uplift.
+15199,2024-02-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Edge collector replayed buffered events after network recovery.
+15200,2024-02-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.849,False,Condensation warning cleared after dehumidifier ramp-up.
+15201,2024-02-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.843,False,Humidity readings track seasonal rise across late spring.
+15202,2024-02-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.388,False,Sensor battery health remains nominal after firmware update.
+15203,2024-02-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15204,2024-02-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.799,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15205,2024-02-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.283,False,Operator reported intermittent chatter on machine CNC-04.
+15206,2024-02-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.136,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15207,2024-02-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.335,False,Shift handoff note referenced unusual noise near press enclosure.
+15208,2024-02-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.934,False,Machine throughput increase drove sustained pressure uplift.
+15209,2024-02-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.595,False,Shift handoff note referenced unusual noise near press enclosure.
+15210,2024-02-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.661,False,Hydraulic line pressure oscillation detected under load.
+15211,2024-02-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.069,False,Humidity baseline improved after seal replacement.
+15212,2024-02-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.902,False,Machine idle period extended during planned sanitation window.
+15213,2024-02-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Transient outlier matched forklift impact near cabinet wall.
+15214,2024-02-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.243,False,Sensor battery health remains nominal after firmware update.
+15215,2024-02-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Transient outlier matched forklift impact near cabinet wall.
+15216,2024-02-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.011,False,Shift handoff note referenced unusual noise near press enclosure.
+15217,2024-02-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.174,False,Shift handoff note referenced unusual noise near press enclosure.
+15218,2024-02-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.552,False,Operator reported intermittent chatter on machine CNC-04.
+15219,2024-02-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15220,2024-02-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15221,2024-02-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Operator reported intermittent chatter on machine CNC-04.
+15222,2024-02-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.531,False,Maintenance crew confirmed lubrication interval was missed.
+15223,2024-02-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.633,False,Sensor enclosure opened for manual calibration verification.
+15224,2024-02-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.54,False,Temperature variance narrowed after coolant nozzle cleaning.
+15225,2024-02-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.322,False,Coolant loop adjustment reduced chamber temperature spread.
+15226,2024-02-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.353,False,Quality team requested trace review for lot 24-118B.
+15227,2024-02-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.425,False,Vibration baseline recovered after tool holder replacement.
+15228,2024-02-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.637,False,Operator reset acknowledged after red-tag inspection.
+15229,2024-02-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Maintenance scheduler deferred calibration due to spare shortage.
+15230,2024-02-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.788,False,Temperature remained elevated during unscheduled overtime run.
+15231,2024-02-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Air handler maintenance reduced humidity variance on finishing line.
+15232,2024-02-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.735,False,Temporary gateway failover completed without data loss.
+15233,2024-02-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.829,False,Reliability engineer tagged sample window for model retraining.
+15234,2024-02-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.688,False,Anomaly review flagged possible bearing wear progression.
+15235,2024-02-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.258,False,Shift handoff note referenced unusual noise near press enclosure.
+15236,2024-02-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.893,False,SCADA backfill inserted two delayed telemetry points.
+15237,2024-02-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.927,False,Unbalanced load introduced cyclical pressure ripple.
+15238,2024-02-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.553,False,Pressure settled back to nominal after valve reseat.
+15239,2024-02-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.846,False,Pressure line purge completed before restart authorization.
+15240,2024-02-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.706,False,Operator reported intermittent chatter on machine CNC-04.
+15241,2024-02-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.019,False,Pressure peak corresponds to oversized billet batch processing.
+15242,2024-02-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.096,False,Unbalanced load introduced cyclical pressure ripple.
+15243,2024-02-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Sensor battery health remains nominal after firmware update.
+15244,2024-02-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.855,False,Transient outlier matched forklift impact near cabinet wall.
+15245,2024-02-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.61,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15246,2024-02-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.268,False,Condensation warning cleared after dehumidifier ramp-up.
+15247,2024-02-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.386,False,Sensor battery health remains nominal after firmware update.
+15248,2024-02-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.352,False,Humidity excursion near finishing booth during coating run.
+15249,2024-02-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Transient outlier matched forklift impact near cabinet wall.
+15250,2024-02-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Maintenance scheduler deferred calibration due to spare shortage.
+15251,2024-02-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Coolant loop adjustment reduced chamber temperature spread.
+15252,2024-02-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.478,False,Reliability engineer tagged sample window for model retraining.
+15253,2024-02-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Telemetry quality flag downgraded during sensor self-test window.
+15254,2024-02-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.536,False,Vibration baseline recovered after tool holder replacement.
+15255,2024-02-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Edge collector replayed buffered events after network recovery.
+15256,2024-02-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.125,False,Warning threshold updated for pilot predictive-maintenance model.
+15257,2024-02-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.937,False,Sensor enclosure opened for manual calibration verification.
+15258,2024-02-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.908,False,Short-lived packet loss observed at edge gateway gw-02.
+15259,2024-02-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.477,False,Pressure settled back to nominal after valve reseat.
+15260,2024-02-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.633,False,Temperature variance narrowed after coolant nozzle cleaning.
+15261,2024-02-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Sensor enclosure opened for manual calibration verification.
+15262,2024-02-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.222,False,Maintenance crew confirmed lubrication interval was missed.
+15263,2024-02-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.9,False,Calibration check overdue by 11 days for press-line transducer.
+15264,2024-02-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.149,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15265,2024-02-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Shift handoff note referenced unusual noise near press enclosure.
+15266,2024-02-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.344,False,Hydraulic line pressure oscillation detected under load.
+15267,2024-02-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Humidity excursion near finishing booth during coating run.
+15268,2024-02-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.174,False,Calibration check overdue by 11 days for press-line transducer.
+15269,2024-02-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Pressure peak corresponds to oversized billet batch processing.
+15270,2024-02-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.183,False,Condensation warning cleared after dehumidifier ramp-up.
+15271,2024-02-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.304,False,SCADA backfill inserted two delayed telemetry points.
+15272,2024-02-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.0,False,Vibration baseline recovered after tool holder replacement.
+15273,2024-02-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Night shift startup produced higher than normal vibration floor.
+15274,2024-02-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.839,False,Humidity excursion near finishing booth during coating run.
+15275,2024-02-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.202,False,Edge collector replayed buffered events after network recovery.
+15276,2024-02-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.738,False,Quality team requested trace review for lot 24-118B.
+15277,2024-02-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.633,False,Supervisory alert generated after three consecutive threshold breaches.
+15278,2024-02-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.736,False,Unbalanced load introduced cyclical pressure ripple.
+15279,2024-02-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Operator reported intermittent chatter on machine CNC-04.
+15280,2024-02-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.654,False,Machine throughput increase drove sustained pressure uplift.
+15281,2024-02-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.057,False,Bearing temperature rising faster than baseline on spindle cell.
+15282,2024-02-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.333,False,Telemetry quality flag downgraded during sensor self-test window.
+15283,2024-02-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.371,False,Maintenance note logged for coupling imbalance inspection.
+15284,2024-02-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.274,False,Machine throughput increase drove sustained pressure uplift.
+15285,2024-02-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.231,False,Transient outlier matched forklift impact near cabinet wall.
+15286,2024-02-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.252,False,Supervisory alert generated after three consecutive threshold breaches.
+15287,2024-02-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.327,False,Anomaly review flagged possible bearing wear progression.
+15288,2024-02-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.844,False,Press cycle dwell time lengthened during high-volume batch.
+15289,2024-02-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Pressure line purge completed before restart authorization.
+15290,2024-02-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.345,False,Telemetry quality flag downgraded during sensor self-test window.
+15291,2024-02-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Coolant loop adjustment reduced chamber temperature spread.
+15292,2024-02-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.012,False,Maintenance crew confirmed lubrication interval was missed.
+15293,2024-02-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Packaging line stop reduced adjacent vibration background.
+15294,2024-02-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15295,2024-02-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.799,False,Unbalanced load introduced cyclical pressure ripple.
+15296,2024-02-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.608,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15297,2024-02-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.592,False,Thermal ramp exceeded expected warmup curve before shift start.
+15298,2024-02-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.805,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15299,2024-02-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Machine throughput increase drove sustained pressure uplift.
+15300,2024-02-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.553,False,Quality team requested trace review for lot 24-118B.
+15301,2024-02-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Quality team requested trace review for lot 24-118B.
+15302,2024-02-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.296,False,Temperature remained elevated during unscheduled overtime run.
+15303,2024-02-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.998,False,Condensation warning cleared after dehumidifier ramp-up.
+15304,2024-02-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.081,False,Edge collector replayed buffered events after network recovery.
+15305,2024-02-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15306,2024-02-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.191,False,Coolant loop adjustment reduced chamber temperature spread.
+15307,2024-02-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Sensor signal clipping observed during startup surge.
+15308,2024-02-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.674,False,Humidity baseline improved after seal replacement.
+15309,2024-02-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.416,False,Packaging line stop reduced adjacent vibration background.
+15310,2024-02-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15311,2024-02-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.535,False,Maintenance note logged for coupling imbalance inspection.
+15312,2024-02-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.969,False,Pressure settled back to nominal after valve reseat.
+15313,2024-02-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Quality team requested trace review for lot 24-118B.
+15314,2024-02-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.69,False,Operator reported intermittent chatter on machine CNC-04.
+15315,2024-02-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.641,False,Air handler maintenance reduced humidity variance on finishing line.
+15316,2024-02-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.874,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15317,2024-02-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.652,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15318,2024-02-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.703,False,Edge collector replayed buffered events after network recovery.
+15319,2024-02-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15320,2024-02-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.844,False,Anomaly review flagged possible bearing wear progression.
+15321,2024-02-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.354,False,Humidity readings track seasonal rise across late spring.
+15322,2024-02-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.575,False,Press cycle dwell time lengthened during high-volume batch.
+15323,2024-02-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.052,False,Pressure line purge completed before restart authorization.
+15324,2024-02-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.109,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15325,2024-02-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.607,False,Temperature remained elevated during unscheduled overtime run.
+15326,2024-02-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.507,False,Coolant loop adjustment reduced chamber temperature spread.
+15327,2024-02-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Maintenance note logged for coupling imbalance inspection.
+15328,2024-02-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.998,False,Unbalanced load introduced cyclical pressure ripple.
+15329,2024-02-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Quality team requested trace review for lot 24-118B.
+15330,2024-02-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.124,False,Night shift startup produced higher than normal vibration floor.
+15331,2024-02-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.179,False,Sensor heartbeat delayed by one interval after gateway retry.
+15332,2024-02-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.304,False,Condensation warning cleared after dehumidifier ramp-up.
+15333,2024-02-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.534,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15334,2024-02-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.623,False,Vibration baseline recovered after tool holder replacement.
+15335,2024-02-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Operator reset acknowledged after red-tag inspection.
+15336,2024-02-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.159,False,Bearing temperature rising faster than baseline on spindle cell.
+15337,2024-02-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.592,False,Calibration check overdue by 11 days for press-line transducer.
+15338,2024-02-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.994,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15339,2024-02-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Humidity readings track seasonal rise across late spring.
+15340,2024-02-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.508,False,Sensor battery health remains nominal after firmware update.
+15341,2024-02-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Quality team requested trace review for lot 24-118B.
+15342,2024-02-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.47,False,Pressure line purge completed before restart authorization.
+15343,2024-02-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.734,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15344,2024-02-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15345,2024-02-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Air handler maintenance reduced humidity variance on finishing line.
+15346,2024-02-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.74,False,Humidity climbed during dock-door open period in afternoon shift.
+15347,2024-02-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.3,False,Vibration baseline recovered after tool holder replacement.
+15348,2024-02-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.913,False,Maintenance note logged for coupling imbalance inspection.
+15349,2024-02-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.366,False,Pressure settled back to nominal after valve reseat.
+15350,2024-02-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.684,False,Edge collector replayed buffered events after network recovery.
+15351,2024-02-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.369,False,Dust extraction fan offline for 18 minutes on line finishing.
+15352,2024-02-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.907,False,SCADA backfill inserted two delayed telemetry points.
+15353,2024-02-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.207,False,Quality hold reduced finishing booth activity for one shift.
+15354,2024-02-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.34,False,Maintenance scheduler deferred calibration due to spare shortage.
+15355,2024-02-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.597,False,Condensation warning cleared after dehumidifier ramp-up.
+15356,2024-02-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.427,False,Bearing temperature rising faster than baseline on spindle cell.
+15357,2024-02-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Vibration harmonics broadened during extended production run.
+15358,2024-02-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.802,False,Vibration baseline recovered after tool holder replacement.
+15359,2024-02-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Temporary gateway failover completed without data loss.
+15360,2024-02-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.172,False,Packaging line stop reduced adjacent vibration background.
+15361,2024-02-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.274,False,Temperature variance narrowed after coolant nozzle cleaning.
+15362,2024-02-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Pressure peak corresponds to oversized billet batch processing.
+15363,2024-02-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.739,False,Condensation warning cleared after dehumidifier ramp-up.
+15364,2024-02-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.198,False,Sensor enclosure opened for manual calibration verification.
+15365,2024-02-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.323,False,Machine idle period extended during planned sanitation window.
+15366,2024-02-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.173,False,Anomaly review flagged possible bearing wear progression.
+15367,2024-02-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.67,False,Sensor enclosure opened for manual calibration verification.
+15368,2024-02-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.007,False,Telemetry quality flag downgraded during sensor self-test window.
+15369,2024-02-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.143,False,Unbalanced load introduced cyclical pressure ripple.
+15370,2024-02-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.934,False,Machine idle period extended during planned sanitation window.
+15371,2024-02-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.712,False,Unbalanced load introduced cyclical pressure ripple.
+15372,2024-02-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.015,False,Vibration baseline recovered after tool holder replacement.
+15373,2024-02-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.087,False,Vibration burst exceeds envelope during tool change cycle.
+15374,2024-02-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.178,False,Machine idle period extended during planned sanitation window.
+15375,2024-02-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Bearing temperature rising faster than baseline on spindle cell.
+15376,2024-02-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.899,False,Bearing temperature rising faster than baseline on spindle cell.
+15377,2024-02-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.451,False,Maintenance note logged for coupling imbalance inspection.
+15378,2024-02-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.358,False,Pressure settled back to nominal after valve reseat.
+15379,2024-02-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Operator reset acknowledged after red-tag inspection.
+15380,2024-02-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.976,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15381,2024-02-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.031,False,Bearing temperature rising faster than baseline on spindle cell.
+15382,2024-02-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.091,False,Thermal ramp exceeded expected warmup curve before shift start.
+15383,2024-02-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.333,False,Condensation warning cleared after dehumidifier ramp-up.
+15384,2024-02-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.957,False,Temporary gateway failover completed without data loss.
+15385,2024-02-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,SCADA backfill inserted two delayed telemetry points.
+15386,2024-02-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.031,False,Humidity baseline improved after seal replacement.
+15387,2024-02-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Calibration check overdue by 11 days for press-line transducer.
+15388,2024-02-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.336,False,Edge collector replayed buffered events after network recovery.
+15389,2024-02-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Temporary gateway failover completed without data loss.
+15390,2024-02-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.497,False,Condensation warning cleared after dehumidifier ramp-up.
+15391,2024-02-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Calibration check overdue by 11 days for press-line transducer.
+15392,2024-02-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.928,False,Sensor heartbeat delayed by one interval after gateway retry.
+15393,2024-02-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Pressure line purge completed before restart authorization.
+15394,2024-02-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.584,False,Unbalanced load introduced cyclical pressure ripple.
+15395,2024-02-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Warning threshold updated for pilot predictive-maintenance model.
+15396,2024-02-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.688,False,Supervisory alert generated after three consecutive threshold breaches.
+15397,2024-02-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.928,False,Thermal ramp exceeded expected warmup curve before shift start.
+15398,2024-02-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.812,False,Sensor signal clipping observed during startup surge.
+15399,2024-02-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.031,False,Machine throughput increase drove sustained pressure uplift.
+15400,2024-02-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.736,False,Sensor enclosure opened for manual calibration verification.
+15401,2024-02-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15402,2024-02-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.926,False,Shift handoff note referenced unusual noise near press enclosure.
+15403,2024-02-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.513,False,Anomaly review flagged possible bearing wear progression.
+15404,2024-02-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.478,False,Shift handoff note referenced unusual noise near press enclosure.
+15405,2024-02-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Warning threshold updated for pilot predictive-maintenance model.
+15406,2024-02-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.33,False,Unbalanced load introduced cyclical pressure ripple.
+15407,2024-02-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Press cycle dwell time lengthened during high-volume batch.
+15408,2024-02-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.689,False,Pressure line purge completed before restart authorization.
+15409,2024-02-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Short-lived packet loss observed at edge gateway gw-02.
+15410,2024-02-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.333,False,Thermal overshoot event coincided with recipe change on furnace.
+15411,2024-02-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.284,False,Humidity excursion near finishing booth during coating run.
+15412,2024-02-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.008,False,Condensation warning cleared after dehumidifier ramp-up.
+15413,2024-02-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15414,2024-02-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.973,False,Coolant loop adjustment reduced chamber temperature spread.
+15415,2024-02-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.608,False,Operator reported intermittent chatter on machine CNC-04.
+15416,2024-02-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.946,False,Thermal ramp exceeded expected warmup curve before shift start.
+15417,2024-02-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.871,False,Sensor enclosure opened for manual calibration verification.
+15418,2024-02-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.2,False,Quality team requested trace review for lot 24-118B.
+15419,2024-02-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15420,2024-02-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.029,False,Hydraulic line pressure oscillation detected under load.
+15421,2024-02-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Maintenance note logged for coupling imbalance inspection.
+15422,2024-02-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.347,False,Maintenance scheduler deferred calibration due to spare shortage.
+15423,2024-02-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.128,False,Supervisory alert generated after three consecutive threshold breaches.
+15424,2024-02-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.305,False,Telemetry quality flag downgraded during sensor self-test window.
+15425,2024-02-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.393,False,Operator reset acknowledged after red-tag inspection.
+15426,2024-02-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.734,False,Sensor signal clipping observed during startup surge.
+15427,2024-02-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.297,False,Reliability engineer tagged sample window for model retraining.
+15428,2024-02-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.903,False,Pressure peak corresponds to oversized billet batch processing.
+15429,2024-02-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Thermal ramp exceeded expected warmup curve before shift start.
+15430,2024-02-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.369,False,Vibration harmonics broadened during extended production run.
+15431,2024-02-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Maintenance crew confirmed lubrication interval was missed.
+15432,2024-02-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.882,False,Vibration baseline recovered after tool holder replacement.
+15433,2024-02-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.845,False,Dust extraction fan offline for 18 minutes on line finishing.
+15434,2024-02-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.924,False,Vibration baseline recovered after tool holder replacement.
+15435,2024-02-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Packaging line stop reduced adjacent vibration background.
+15436,2024-02-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.772,False,Machine throughput increase drove sustained pressure uplift.
+15437,2024-02-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.872,False,Sensor battery health remains nominal after firmware update.
+15438,2024-02-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.049,False,Humidity excursion near finishing booth during coating run.
+15439,2024-02-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.315,False,Dust extraction fan offline for 18 minutes on line finishing.
+15440,2024-02-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.528,False,Thermal overshoot event coincided with recipe change on furnace.
+15441,2024-02-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15442,2024-02-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.842,False,Dust extraction fan offline for 18 minutes on line finishing.
+15443,2024-02-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.114,False,Temporary gateway failover completed without data loss.
+15444,2024-02-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.258,False,Temporary gateway failover completed without data loss.
+15445,2024-02-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.13,False,Maintenance crew confirmed lubrication interval was missed.
+15446,2024-02-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.561,False,Air handler maintenance reduced humidity variance on finishing line.
+15447,2024-02-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.836,False,Packaging line stop reduced adjacent vibration background.
+15448,2024-02-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.725,False,Telemetry quality flag downgraded during sensor self-test window.
+15449,2024-02-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.955,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15450,2024-02-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.095,False,Reliability engineer tagged sample window for model retraining.
+15451,2024-02-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.892,False,Sensor signal clipping observed during startup surge.
+15452,2024-02-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.539,False,Pressure settled back to nominal after valve reseat.
+15453,2024-02-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.608,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15454,2024-02-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.385,False,Dust extraction fan offline for 18 minutes on line finishing.
+15455,2024-02-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.906,False,Machine throughput increase drove sustained pressure uplift.
+15456,2024-02-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.824,False,Maintenance note logged for coupling imbalance inspection.
+15457,2024-02-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Operator reported intermittent chatter on machine CNC-04.
+15458,2024-02-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.215,False,Pressure line purge completed before restart authorization.
+15459,2024-02-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.686,False,Air handler maintenance reduced humidity variance on finishing line.
+15460,2024-02-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15461,2024-02-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.012,False,Dust extraction fan offline for 18 minutes on line finishing.
+15462,2024-02-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.262,False,Vibration baseline recovered after tool holder replacement.
+15463,2024-02-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15464,2024-02-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.55,False,Machine throughput increase drove sustained pressure uplift.
+15465,2024-02-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.555,False,Humidity climbed during dock-door open period in afternoon shift.
+15466,2024-02-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.236,False,Short-lived packet loss observed at edge gateway gw-02.
+15467,2024-02-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Pressure peak corresponds to oversized billet batch processing.
+15468,2024-02-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.599,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15469,2024-02-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Humidity climbed during dock-door open period in afternoon shift.
+15470,2024-02-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.386,False,Thermal overshoot event coincided with recipe change on furnace.
+15471,2024-02-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.722,False,Vibration harmonics broadened during extended production run.
+15472,2024-02-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.07,False,Operator reset acknowledged after red-tag inspection.
+15473,2024-02-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Sensor heartbeat delayed by one interval after gateway retry.
+15474,2024-02-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.69,False,Operator reported intermittent chatter on machine CNC-04.
+15475,2024-02-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.762,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15476,2024-02-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.682,False,Calibration check overdue by 11 days for press-line transducer.
+15477,2024-02-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Pressure line purge completed before restart authorization.
+15478,2024-02-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.037,False,Quality team requested trace review for lot 24-118B.
+15479,2024-02-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.664,False,Press cycle dwell time lengthened during high-volume batch.
+15480,2024-02-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.392,False,Operator reset acknowledged after red-tag inspection.
+15481,2024-02-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Edge collector replayed buffered events after network recovery.
+15482,2024-02-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.252,False,Night shift startup produced higher than normal vibration floor.
+15483,2024-02-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15484,2024-02-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.969,False,Dust extraction fan offline for 18 minutes on line finishing.
+15485,2024-02-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.691,False,Condensation warning cleared after dehumidifier ramp-up.
+15486,2024-02-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.688,False,Dust extraction fan offline for 18 minutes on line finishing.
+15487,2024-02-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.593,False,Coolant loop adjustment reduced chamber temperature spread.
+15488,2024-02-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.248,False,Night shift startup produced higher than normal vibration floor.
+15489,2024-02-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.564,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15490,2024-02-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.881,False,Humidity baseline improved after seal replacement.
+15491,2024-02-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.987,False,Thermal ramp exceeded expected warmup curve before shift start.
+15492,2024-02-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.127,False,Air handler maintenance reduced humidity variance on finishing line.
+15493,2024-02-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.602,False,Vibration harmonics broadened during extended production run.
+15494,2024-02-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.369,False,Dust extraction fan offline for 18 minutes on line finishing.
+15495,2024-02-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.775,False,Vibration harmonics broadened during extended production run.
+15496,2024-02-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.737,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15497,2024-02-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Vibration harmonics broadened during extended production run.
+15498,2024-02-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.241,False,Sensor enclosure opened for manual calibration verification.
+15499,2024-02-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.399,False,Sensor heartbeat delayed by one interval after gateway retry.
+15500,2024-02-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.659,False,Hydraulic line pressure oscillation detected under load.
+15501,2024-02-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.524,False,Air handler maintenance reduced humidity variance on finishing line.
+15502,2024-02-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.087,False,Press cycle dwell time lengthened during high-volume batch.
+15503,2024-02-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.66,False,Humidity climbed during dock-door open period in afternoon shift.
+15504,2024-02-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.408,False,Hydraulic line pressure oscillation detected under load.
+15505,2024-02-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.215,False,Quality hold reduced finishing booth activity for one shift.
+15506,2024-02-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.135,False,Short-lived packet loss observed at edge gateway gw-02.
+15507,2024-02-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.341,False,Bearing temperature rising faster than baseline on spindle cell.
+15508,2024-02-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.142,False,Pressure settled back to nominal after valve reseat.
+15509,2024-02-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Maintenance crew confirmed lubrication interval was missed.
+15510,2024-02-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.16,False,Quality hold reduced finishing booth activity for one shift.
+15511,2024-02-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.716,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15512,2024-02-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.352,False,Supervisory alert generated after three consecutive threshold breaches.
+15513,2024-02-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.793,False,Anomaly review flagged possible bearing wear progression.
+15514,2024-02-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.202,False,Short-lived packet loss observed at edge gateway gw-02.
+15515,2024-02-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.622,False,Machine idle period extended during planned sanitation window.
+15516,2024-02-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.624,False,Quality team requested trace review for lot 24-118B.
+15517,2024-02-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Anomaly review flagged possible bearing wear progression.
+15518,2024-02-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.452,False,Shift handoff note referenced unusual noise near press enclosure.
+15519,2024-02-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.273,False,Maintenance crew confirmed lubrication interval was missed.
+15520,2024-02-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.09,False,Humidity excursion near finishing booth during coating run.
+15521,2024-02-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.493,False,Coolant loop adjustment reduced chamber temperature spread.
+15522,2024-02-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.684,False,Pressure peak corresponds to oversized billet batch processing.
+15523,2024-02-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.31,False,Operator reset acknowledged after red-tag inspection.
+15524,2024-02-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.699,False,Pressure peak corresponds to oversized billet batch processing.
+15525,2024-02-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,SCADA backfill inserted two delayed telemetry points.
+15526,2024-02-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.447,False,Coolant loop adjustment reduced chamber temperature spread.
+15527,2024-02-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Press cycle dwell time lengthened during high-volume batch.
+15528,2024-02-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.057,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15529,2024-02-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Transient outlier matched forklift impact near cabinet wall.
+15530,2024-02-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.04,False,Quality hold reduced finishing booth activity for one shift.
+15531,2024-02-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.494,False,Shift handoff note referenced unusual noise near press enclosure.
+15532,2024-02-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15533,2024-02-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15534,2024-02-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15535,2024-02-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Night shift startup produced higher than normal vibration floor.
+15536,2024-02-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.374,False,SCADA backfill inserted two delayed telemetry points.
+15537,2024-02-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Edge collector replayed buffered events after network recovery.
+15538,2024-02-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.497,False,Machine idle period extended during planned sanitation window.
+15539,2024-02-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.317,False,Maintenance crew confirmed lubrication interval was missed.
+15540,2024-02-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,53.24,False,Humidity readings track seasonal rise across late spring.
+15541,2024-02-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Reliability engineer tagged sample window for model retraining.
+15542,2024-02-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.935,False,Reliability engineer tagged sample window for model retraining.
+15543,2024-02-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.89,False,Short-lived packet loss observed at edge gateway gw-02.
+15544,2024-02-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.27,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15545,2024-02-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15546,2024-02-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.657,False,Transient outlier matched forklift impact near cabinet wall.
+15547,2024-02-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Short-lived packet loss observed at edge gateway gw-02.
+15548,2024-02-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.486,False,Machine idle period extended during planned sanitation window.
+15549,2024-02-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Anomaly review flagged possible bearing wear progression.
+15550,2024-02-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.43,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15551,2024-02-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.134,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15552,2024-02-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.576,False,Night shift startup produced higher than normal vibration floor.
+15553,2024-02-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.91,False,Packaging line stop reduced adjacent vibration background.
+15554,2024-02-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15555,2024-02-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Maintenance crew confirmed lubrication interval was missed.
+15556,2024-02-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.145,False,Unbalanced load introduced cyclical pressure ripple.
+15557,2024-02-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15558,2024-02-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.637,False,Maintenance note logged for coupling imbalance inspection.
+15559,2024-02-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.3,False,Vibration baseline recovered after tool holder replacement.
+15560,2024-02-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.463,False,Quality team requested trace review for lot 24-118B.
+15561,2024-02-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.515,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15562,2024-02-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15563,2024-02-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15564,2024-02-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.553,False,Shift handoff note referenced unusual noise near press enclosure.
+15565,2024-02-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Calibration check overdue by 11 days for press-line transducer.
+15566,2024-02-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.85,False,Machine throughput increase drove sustained pressure uplift.
+15567,2024-02-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Operator reported intermittent chatter on machine CNC-04.
+15568,2024-02-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.031,False,Operator reported intermittent chatter on machine CNC-04.
+15569,2024-02-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,Thermal ramp exceeded expected warmup curve before shift start.
+15570,2024-02-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.467,False,Operator reset acknowledged after red-tag inspection.
+15571,2024-02-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.521,False,Humidity climbed during dock-door open period in afternoon shift.
+15572,2024-02-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.813,False,Hydraulic line pressure oscillation detected under load.
+15573,2024-02-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.545,False,Sensor heartbeat delayed by one interval after gateway retry.
+15574,2024-02-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.382,False,Coolant loop adjustment reduced chamber temperature spread.
+15575,2024-02-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Anomaly review flagged possible bearing wear progression.
+15576,2024-02-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.116,False,Reliability engineer tagged sample window for model retraining.
+15577,2024-02-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.661,False,Pressure line purge completed before restart authorization.
+15578,2024-02-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.229,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15579,2024-02-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Quality team requested trace review for lot 24-118B.
+15580,2024-02-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.392,False,Short-lived packet loss observed at edge gateway gw-02.
+15581,2024-02-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.663,False,Pressure peak corresponds to oversized billet batch processing.
+15582,2024-02-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.107,False,Pressure peak corresponds to oversized billet batch processing.
+15583,2024-02-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.791,False,Humidity excursion near finishing booth during coating run.
+15584,2024-02-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.222,False,Sensor battery health remains nominal after firmware update.
+15585,2024-02-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.484,False,Pressure settled back to nominal after valve reseat.
+15586,2024-02-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.167,False,Reliability engineer tagged sample window for model retraining.
+15587,2024-02-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.068,False,Pressure peak corresponds to oversized billet batch processing.
+15588,2024-02-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.796,False,Sensor enclosure opened for manual calibration verification.
+15589,2024-02-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.359,False,Night shift startup produced higher than normal vibration floor.
+15590,2024-02-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.32,False,Calibration check overdue by 11 days for press-line transducer.
+15591,2024-02-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Condensation warning cleared after dehumidifier ramp-up.
+15592,2024-02-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.033,False,Humidity baseline improved after seal replacement.
+15593,2024-02-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Humidity climbed during dock-door open period in afternoon shift.
+15594,2024-02-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.525,False,Transient outlier matched forklift impact near cabinet wall.
+15595,2024-02-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.219,False,Quality team requested trace review for lot 24-118B.
+15596,2024-02-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.137,False,Anomaly review flagged possible bearing wear progression.
+15597,2024-02-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.517,False,Maintenance note logged for coupling imbalance inspection.
+15598,2024-02-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.497,False,Quality team requested trace review for lot 24-118B.
+15599,2024-02-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Quality team requested trace review for lot 24-118B.
+15600,2024-02-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.143,False,Supervisory alert generated after three consecutive threshold breaches.
+15601,2024-02-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.489,False,Vibration harmonics broadened during extended production run.
+15602,2024-02-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.202,False,Humidity climbed during dock-door open period in afternoon shift.
+15603,2024-02-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.279,False,Humidity excursion near finishing booth during coating run.
+15604,2024-02-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.931,False,Pressure settled back to nominal after valve reseat.
+15605,2024-02-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.94,False,Coolant loop adjustment reduced chamber temperature spread.
+15606,2024-02-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.314,False,SCADA backfill inserted two delayed telemetry points.
+15607,2024-02-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.895,False,Humidity readings track seasonal rise across late spring.
+15608,2024-02-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.97,False,Packaging line stop reduced adjacent vibration background.
+15609,2024-02-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.954,False,Pressure settled back to nominal after valve reseat.
+15610,2024-02-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.681,False,Operator reset acknowledged after red-tag inspection.
+15611,2024-02-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.367,False,Shift handoff note referenced unusual noise near press enclosure.
+15612,2024-02-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.572,False,Temperature variance narrowed after coolant nozzle cleaning.
+15613,2024-02-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.381,False,Calibration check overdue by 11 days for press-line transducer.
+15614,2024-02-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.339,False,Dust extraction fan offline for 18 minutes on line finishing.
+15615,2024-02-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.894,False,Maintenance note logged for coupling imbalance inspection.
+15616,2024-02-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.635,False,Operator reset acknowledged after red-tag inspection.
+15617,2024-02-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.571,False,Quality team requested trace review for lot 24-118B.
+15618,2024-02-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.782,False,Temperature remained elevated during unscheduled overtime run.
+15619,2024-02-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15620,2024-02-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.938,False,Packaging line stop reduced adjacent vibration background.
+15621,2024-02-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.88,False,Calibration check overdue by 11 days for press-line transducer.
+15622,2024-02-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.058,False,Dust extraction fan offline for 18 minutes on line finishing.
+15623,2024-02-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.324,False,Shift handoff note referenced unusual noise near press enclosure.
+15624,2024-02-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.855,False,Operator reset acknowledged after red-tag inspection.
+15625,2024-02-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Temperature variance narrowed after coolant nozzle cleaning.
+15626,2024-02-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.368,False,Sensor battery health remains nominal after firmware update.
+15627,2024-02-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.096,False,Vibration harmonics broadened during extended production run.
+15628,2024-02-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.898,False,Thermal overshoot event coincided with recipe change on furnace.
+15629,2024-02-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Vibration baseline recovered after tool holder replacement.
+15630,2024-02-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.732,False,Humidity baseline improved after seal replacement.
+15631,2024-02-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.639,False,Air handler maintenance reduced humidity variance on finishing line.
+15632,2024-02-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.779,False,Calibration check overdue by 11 days for press-line transducer.
+15633,2024-02-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.194,False,Quality hold reduced finishing booth activity for one shift.
+15634,2024-02-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.792,False,Humidity climbed during dock-door open period in afternoon shift.
+15635,2024-02-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.584,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15636,2024-02-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.406,False,Supervisory alert generated after three consecutive threshold breaches.
+15637,2024-02-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Coolant loop adjustment reduced chamber temperature spread.
+15638,2024-02-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Quality hold reduced finishing booth activity for one shift.
+15639,2024-02-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.587,False,Vibration burst exceeds envelope during tool change cycle.
+15640,2024-02-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.015,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15641,2024-02-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.21,False,Thermal overshoot event coincided with recipe change on furnace.
+15642,2024-02-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.268,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15643,2024-02-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Shift handoff note referenced unusual noise near press enclosure.
+15644,2024-02-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.32,False,Unbalanced load introduced cyclical pressure ripple.
+15645,2024-02-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Temperature variance narrowed after coolant nozzle cleaning.
+15646,2024-02-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.08,False,Anomaly review flagged possible bearing wear progression.
+15647,2024-02-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.621,False,Short-lived packet loss observed at edge gateway gw-02.
+15648,2024-02-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.212,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15649,2024-02-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.256,False,Transient outlier matched forklift impact near cabinet wall.
+15650,2024-02-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.891,False,Telemetry quality flag downgraded during sensor self-test window.
+15651,2024-02-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Humidity excursion near finishing booth during coating run.
+15652,2024-02-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.042,False,Temporary gateway failover completed without data loss.
+15653,2024-02-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Bearing temperature rising faster than baseline on spindle cell.
+15654,2024-02-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.37,False,Maintenance crew confirmed lubrication interval was missed.
+15655,2024-02-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.671,False,Unbalanced load introduced cyclical pressure ripple.
+15656,2024-02-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.635,False,Machine idle period extended during planned sanitation window.
+15657,2024-02-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Operator reported intermittent chatter on machine CNC-04.
+15658,2024-02-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.945,False,Humidity readings track seasonal rise across late spring.
+15659,2024-02-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.733,False,Humidity baseline improved after seal replacement.
+15660,2024-02-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.693,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15661,2024-02-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.449,False,Hydraulic line pressure oscillation detected under load.
+15662,2024-02-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.146,False,Night shift startup produced higher than normal vibration floor.
+15663,2024-02-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.74,False,Machine idle period extended during planned sanitation window.
+15664,2024-02-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.548,False,Sensor battery health remains nominal after firmware update.
+15665,2024-02-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Shift handoff note referenced unusual noise near press enclosure.
+15666,2024-02-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.292,False,Night shift startup produced higher than normal vibration floor.
+15667,2024-02-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Short-lived packet loss observed at edge gateway gw-02.
+15668,2024-02-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.108,False,Transient outlier matched forklift impact near cabinet wall.
+15669,2024-02-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.915,False,Humidity climbed during dock-door open period in afternoon shift.
+15670,2024-02-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.073,False,Packaging line stop reduced adjacent vibration background.
+15671,2024-02-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Humidity climbed during dock-door open period in afternoon shift.
+15672,2024-02-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.256,False,Operator reset acknowledged after red-tag inspection.
+15673,2024-02-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.476,False,Operator reset acknowledged after red-tag inspection.
+15674,2024-02-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.944,False,Temperature remained elevated during unscheduled overtime run.
+15675,2024-02-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.433,False,Vibration harmonics broadened during extended production run.
+15676,2024-02-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.546,False,Quality hold reduced finishing booth activity for one shift.
+15677,2024-02-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.634,False,Humidity excursion near finishing booth during coating run.
+15678,2024-02-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.527,False,Temporary gateway failover completed without data loss.
+15679,2024-02-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Edge collector replayed buffered events after network recovery.
+15680,2024-02-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.552,False,Air handler maintenance reduced humidity variance on finishing line.
+15681,2024-02-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Warning threshold updated for pilot predictive-maintenance model.
+15682,2024-02-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.908,False,Hydraulic line pressure oscillation detected under load.
+15683,2024-02-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Telemetry quality flag downgraded during sensor self-test window.
+15684,2024-02-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.191,False,Sensor signal clipping observed during startup surge.
+15685,2024-02-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.463,False,Coolant loop adjustment reduced chamber temperature spread.
+15686,2024-02-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.673,False,Dust extraction fan offline for 18 minutes on line finishing.
+15687,2024-02-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.296,False,Vibration harmonics broadened during extended production run.
+15688,2024-02-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.494,False,Thermal overshoot event coincided with recipe change on furnace.
+15689,2024-02-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Vibration burst exceeds envelope during tool change cycle.
+15690,2024-02-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.694,False,Maintenance crew confirmed lubrication interval was missed.
+15691,2024-02-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.248,False,Machine throughput increase drove sustained pressure uplift.
+15692,2024-02-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.724,False,Dust extraction fan offline for 18 minutes on line finishing.
+15693,2024-02-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.107,False,Maintenance crew confirmed lubrication interval was missed.
+15694,2024-02-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.039,False,Air handler maintenance reduced humidity variance on finishing line.
+15695,2024-02-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Edge collector replayed buffered events after network recovery.
+15696,2024-02-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.185,False,Maintenance crew confirmed lubrication interval was missed.
+15697,2024-02-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.579,False,Temperature remained elevated during unscheduled overtime run.
+15698,2024-02-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.829,False,Hydraulic line pressure oscillation detected under load.
+15699,2024-02-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Humidity climbed during dock-door open period in afternoon shift.
+15700,2024-02-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.655,False,Sensor signal clipping observed during startup surge.
+15701,2024-02-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Air handler maintenance reduced humidity variance on finishing line.
+15702,2024-02-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.904,False,Shift handoff note referenced unusual noise near press enclosure.
+15703,2024-02-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.552,False,Telemetry quality flag downgraded during sensor self-test window.
+15704,2024-02-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.506,False,Temporary gateway failover completed without data loss.
+15705,2024-02-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.912,False,Condensation warning cleared after dehumidifier ramp-up.
+15706,2024-02-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.347,False,Telemetry quality flag downgraded during sensor self-test window.
+15707,2024-02-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.499,False,Maintenance scheduler deferred calibration due to spare shortage.
+15708,2024-02-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,34.517,False,Anomaly review flagged possible bearing wear progression.
+15709,2024-02-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Condensation warning cleared after dehumidifier ramp-up.
+15710,2024-02-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.469,False,Thermal ramp exceeded expected warmup curve before shift start.
+15711,2024-02-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.789,False,Thermal overshoot event coincided with recipe change on furnace.
+15712,2024-02-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.537,False,Coolant loop adjustment reduced chamber temperature spread.
+15713,2024-02-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15714,2024-02-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.625,False,Condensation warning cleared after dehumidifier ramp-up.
+15715,2024-02-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Telemetry quality flag downgraded during sensor self-test window.
+15716,2024-02-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.18,False,Hydraulic line pressure oscillation detected under load.
+15717,2024-02-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.848,False,Vibration burst exceeds envelope during tool change cycle.
+15718,2024-02-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.016,False,Night shift startup produced higher than normal vibration floor.
+15719,2024-02-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.498,False,Temperature variance narrowed after coolant nozzle cleaning.
+15720,2024-02-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.557,False,Calibration check overdue by 11 days for press-line transducer.
+15721,2024-02-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15722,2024-02-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.271,False,Air handler maintenance reduced humidity variance on finishing line.
+15723,2024-02-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Maintenance note logged for coupling imbalance inspection.
+15724,2024-02-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.958,False,Quality hold reduced finishing booth activity for one shift.
+15725,2024-02-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.624,False,Warning threshold updated for pilot predictive-maintenance model.
+15726,2024-02-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.78,False,Operator reported intermittent chatter on machine CNC-04.
+15727,2024-02-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Sensor signal clipping observed during startup surge.
+15728,2024-02-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.309,False,Edge collector replayed buffered events after network recovery.
+15729,2024-02-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.441,False,Air handler maintenance reduced humidity variance on finishing line.
+15730,2024-02-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.296,False,Sensor signal clipping observed during startup surge.
+15731,2024-02-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Humidity readings track seasonal rise across late spring.
+15732,2024-02-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.82,False,Warning threshold updated for pilot predictive-maintenance model.
+15733,2024-02-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.78,False,Sensor signal clipping observed during startup surge.
+15734,2024-02-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.321,False,Sensor enclosure opened for manual calibration verification.
+15735,2024-02-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Supervisory alert generated after three consecutive threshold breaches.
+15736,2024-02-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.565,False,Press cycle dwell time lengthened during high-volume batch.
+15737,2024-02-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Operator reported intermittent chatter on machine CNC-04.
+15738,2024-02-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.224,False,Machine throughput increase drove sustained pressure uplift.
+15739,2024-02-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.637,False,Machine throughput increase drove sustained pressure uplift.
+15740,2024-02-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.333,False,Maintenance scheduler deferred calibration due to spare shortage.
+15741,2024-02-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Thermal ramp exceeded expected warmup curve before shift start.
+15742,2024-02-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.518,False,Edge collector replayed buffered events after network recovery.
+15743,2024-02-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15744,2024-02-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.896,False,Shift handoff note referenced unusual noise near press enclosure.
+15745,2024-02-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Thermal ramp exceeded expected warmup curve before shift start.
+15746,2024-02-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.477,False,Coolant loop adjustment reduced chamber temperature spread.
+15747,2024-02-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.986,False,Pressure peak corresponds to oversized billet batch processing.
+15748,2024-02-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.139,False,Pressure peak corresponds to oversized billet batch processing.
+15749,2024-02-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,Shift handoff note referenced unusual noise near press enclosure.
+15750,2024-02-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.08,False,Edge collector replayed buffered events after network recovery.
+15751,2024-02-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.79,False,Vibration burst exceeds envelope during tool change cycle.
+15752,2024-02-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.246,False,Telemetry quality flag downgraded during sensor self-test window.
+15753,2024-02-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.312,False,Maintenance scheduler deferred calibration due to spare shortage.
+15754,2024-02-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.623,False,Temporary gateway failover completed without data loss.
+15755,2024-02-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.448,False,Quality team requested trace review for lot 24-118B.
+15756,2024-02-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.228,False,Humidity climbed during dock-door open period in afternoon shift.
+15757,2024-02-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.973,False,Edge collector replayed buffered events after network recovery.
+15758,2024-02-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.554,False,Vibration baseline recovered after tool holder replacement.
+15759,2024-02-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.359,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15760,2024-02-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.414,False,Quality hold reduced finishing booth activity for one shift.
+15761,2024-02-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15762,2024-02-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,59.053,False,Humidity readings track seasonal rise across late spring.
+15763,2024-02-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.786,False,Reliability engineer tagged sample window for model retraining.
+15764,2024-02-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.755,False,Calibration check overdue by 11 days for press-line transducer.
+15765,2024-02-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.467,False,Condensation warning cleared after dehumidifier ramp-up.
+15766,2024-02-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.603,False,Coolant loop adjustment reduced chamber temperature spread.
+15767,2024-02-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.628,False,Short-lived packet loss observed at edge gateway gw-02.
+15768,2024-02-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.694,False,Humidity climbed during dock-door open period in afternoon shift.
+15769,2024-02-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.6,False,Night shift startup produced higher than normal vibration floor.
+15770,2024-02-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.342,False,Thermal overshoot event coincided with recipe change on furnace.
+15771,2024-02-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.113,False,Supervisory alert generated after three consecutive threshold breaches.
+15772,2024-02-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.386,False,Shift handoff note referenced unusual noise near press enclosure.
+15773,2024-02-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Warning threshold updated for pilot predictive-maintenance model.
+15774,2024-02-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.721,False,Operator reported intermittent chatter on machine CNC-04.
+15775,2024-02-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.761,False,Thermal ramp exceeded expected warmup curve before shift start.
+15776,2024-02-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.734,False,Short-lived packet loss observed at edge gateway gw-02.
+15777,2024-02-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Thermal ramp exceeded expected warmup curve before shift start.
+15778,2024-02-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.767,False,Bearing temperature rising faster than baseline on spindle cell.
+15779,2024-02-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.12,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15780,2024-02-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.937,False,Calibration check overdue by 11 days for press-line transducer.
+15781,2024-02-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.851,False,Pressure settled back to nominal after valve reseat.
+15782,2024-02-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.177,False,Night shift startup produced higher than normal vibration floor.
+15783,2024-02-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.181,False,Pressure line purge completed before restart authorization.
+15784,2024-02-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.629,False,Machine idle period extended during planned sanitation window.
+15785,2024-02-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.608,False,Night shift startup produced higher than normal vibration floor.
+15786,2024-02-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.263,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15787,2024-02-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.393,False,Reliability engineer tagged sample window for model retraining.
+15788,2024-02-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.029,False,Reliability engineer tagged sample window for model retraining.
+15789,2024-02-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.828,False,Shift handoff note referenced unusual noise near press enclosure.
+15790,2024-02-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.022,False,Humidity climbed during dock-door open period in afternoon shift.
+15791,2024-02-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.735,False,Pressure settled back to nominal after valve reseat.
+15792,2024-02-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.089,False,Pressure settled back to nominal after valve reseat.
+15793,2024-02-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.337,False,Humidity excursion near finishing booth during coating run.
+15794,2024-02-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.128,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15795,2024-02-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.409,False,Anomaly review flagged possible bearing wear progression.
+15796,2024-02-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.653,False,Calibration check overdue by 11 days for press-line transducer.
+15797,2024-02-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.478,False,Telemetry quality flag downgraded during sensor self-test window.
+15798,2024-02-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.804,False,Thermal ramp exceeded expected warmup curve before shift start.
+15799,2024-02-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Transient outlier matched forklift impact near cabinet wall.
+15800,2024-02-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.448,False,Telemetry quality flag downgraded during sensor self-test window.
+15801,2024-02-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.621,False,Edge collector replayed buffered events after network recovery.
+15802,2024-02-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.791,False,Maintenance crew confirmed lubrication interval was missed.
+15803,2024-02-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.315,False,Reliability engineer tagged sample window for model retraining.
+15804,2024-02-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.596,False,Pressure line purge completed before restart authorization.
+15805,2024-02-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Sensor enclosure opened for manual calibration verification.
+15806,2024-02-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.894,False,Operator reset acknowledged after red-tag inspection.
+15807,2024-02-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.109,False,Press cycle dwell time lengthened during high-volume batch.
+15808,2024-02-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.011,False,Pressure settled back to nominal after valve reseat.
+15809,2024-02-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.139,False,Anomaly review flagged possible bearing wear progression.
+15810,2024-02-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.547,False,Humidity baseline improved after seal replacement.
+15811,2024-02-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.546,False,Warning threshold updated for pilot predictive-maintenance model.
+15812,2024-02-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.273,False,Temperature variance narrowed after coolant nozzle cleaning.
+15813,2024-02-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,SCADA backfill inserted two delayed telemetry points.
+15814,2024-02-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.644,False,Heat-treat furnace door cycling increased localized temperature spikes.
+15815,2024-02-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.947,False,Anomaly review flagged possible bearing wear progression.
+15816,2024-02-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.878,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15817,2024-02-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Temperature remained elevated during unscheduled overtime run.
+15818,2024-02-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.526,False,Edge collector replayed buffered events after network recovery.
+15819,2024-02-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.463,False,Machine idle period extended during planned sanitation window.
+15820,2024-02-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.023,False,Packaging line stop reduced adjacent vibration background.
+15821,2024-02-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Pressure line purge completed before restart authorization.
+15822,2024-02-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.078,False,Unbalanced load introduced cyclical pressure ripple.
+15823,2024-02-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Humidity baseline improved after seal replacement.
+15824,2024-02-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.659,False,Humidity climbed during dock-door open period in afternoon shift.
+15825,2024-02-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Calibration check overdue by 11 days for press-line transducer.
+15826,2024-02-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.394,False,Press cycle dwell time lengthened during high-volume batch.
+15827,2024-02-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Telemetry quality flag downgraded during sensor self-test window.
+15828,2024-02-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.665,False,Vibration burst exceeds envelope during tool change cycle.
+15829,2024-02-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Pressure peak corresponds to oversized billet batch processing.
+15830,2024-02-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Dust extraction fan offline for 18 minutes on line finishing.
+15831,2024-02-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.377,False,Sensor battery health remains nominal after firmware update.
+15832,2024-02-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.6,False,Coolant loop adjustment reduced chamber temperature spread.
+15833,2024-02-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15834,2024-02-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.243,False,Machine throughput increase drove sustained pressure uplift.
+15835,2024-02-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.153,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15836,2024-02-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.97,False,Supervisory alert generated after three consecutive threshold breaches.
+15837,2024-02-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.388,False,Humidity climbed during dock-door open period in afternoon shift.
+15838,2024-02-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.783,False,Anomaly review flagged possible bearing wear progression.
+15839,2024-02-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.283,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15840,2024-02-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.174,False,Thermal overshoot event coincided with recipe change on furnace.
+15841,2024-02-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Machine idle period extended during planned sanitation window.
+15842,2024-02-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.946,False,Humidity excursion near finishing booth during coating run.
+15843,2024-02-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.261,False,Humidity excursion near finishing booth during coating run.
+15844,2024-02-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.235,False,Humidity excursion near finishing booth during coating run.
+15845,2024-02-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.909,False,Thermal ramp exceeded expected warmup curve before shift start.
+15846,2024-02-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Reliability engineer tagged sample window for model retraining.
+15847,2024-02-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Temperature variance narrowed after coolant nozzle cleaning.
+15848,2024-02-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.599,False,Vibration harmonics broadened during extended production run.
+15849,2024-02-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.707,False,SCADA backfill inserted two delayed telemetry points.
+15850,2024-02-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.937,False,Anomaly review flagged possible bearing wear progression.
+15851,2024-02-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Temperature remained elevated during unscheduled overtime run.
+15852,2024-02-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.925,False,Thermal ramp exceeded expected warmup curve before shift start.
+15853,2024-02-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.886,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15854,2024-02-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.421,False,Maintenance note logged for coupling imbalance inspection.
+15855,2024-02-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.24,False,Unbalanced load introduced cyclical pressure ripple.
+15856,2024-02-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.713,False,Bearing temperature rising faster than baseline on spindle cell.
+15857,2024-02-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.724,False,Calibration check overdue by 11 days for press-line transducer.
+15858,2024-02-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.324,False,Thermal ramp exceeded expected warmup curve before shift start.
+15859,2024-02-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.921,False,Humidity excursion near finishing booth during coating run.
+15860,2024-02-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.686,False,Telemetry quality flag downgraded during sensor self-test window.
+15861,2024-02-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Quality hold reduced finishing booth activity for one shift.
+15862,2024-02-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.192,False,Temperature remained elevated during unscheduled overtime run.
+15863,2024-02-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.694,False,Bearing temperature rising faster than baseline on spindle cell.
+15864,2024-02-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.608,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15865,2024-02-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.673,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15866,2024-02-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.823,False,Sensor signal clipping observed during startup surge.
+15867,2024-02-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.528,False,Short-lived packet loss observed at edge gateway gw-02.
+15868,2024-02-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.804,False,Transient outlier matched forklift impact near cabinet wall.
+15869,2024-02-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
+15870,2024-02-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.069,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15871,2024-02-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.66,False,Calibration check overdue by 11 days for press-line transducer.
+15872,2024-02-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.903,False,Operator reported intermittent chatter on machine CNC-04.
+15873,2024-02-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.176,False,Maintenance scheduler deferred calibration due to spare shortage.
+15874,2024-02-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15875,2024-02-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.901,False,Thermal ramp exceeded expected warmup curve before shift start.
+15876,2024-02-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.354,False,Reliability engineer tagged sample window for model retraining.
+15877,2024-02-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+15878,2024-02-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,61.544,False,Supervisory alert generated after three consecutive threshold breaches.
+15879,2024-02-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.603,False,Maintenance crew confirmed lubrication interval was missed.
+15880,2024-02-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.756,False,SCADA backfill inserted two delayed telemetry points.
+15881,2024-02-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.006,False,Coolant loop adjustment reduced chamber temperature spread.
+15882,2024-02-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.134,False,Pressure settled back to nominal after valve reseat.
+15883,2024-02-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,Hydraulic line pressure oscillation detected under load.
+15884,2024-02-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.984,False,Condensation warning cleared after dehumidifier ramp-up.
+15885,2024-02-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.772,False,SCADA backfill inserted two delayed telemetry points.
+15886,2024-02-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.706,False,Vibration burst exceeds envelope during tool change cycle.
+15887,2024-02-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.636,False,Packaging line stop reduced adjacent vibration background.
+15888,2024-02-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.001,False,Operator reset acknowledged after red-tag inspection.
+15889,2024-02-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.339,False,Temporary gateway failover completed without data loss.
+15890,2024-02-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.988,False,Temperature remained elevated during unscheduled overtime run.
+15891,2024-02-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Operator reported intermittent chatter on machine CNC-04.
+15892,2024-02-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.758,False,Thermal overshoot event coincided with recipe change on furnace.
+15893,2024-02-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Humidity readings track seasonal rise across late spring.
+15894,2024-02-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.247,False,Warning threshold updated for pilot predictive-maintenance model.
+15895,2024-02-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Vibration burst exceeds envelope during tool change cycle.
+15896,2024-02-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.263,False,Hydraulic line pressure oscillation detected under load.
+15897,2024-02-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Sensor enclosure opened for manual calibration verification.
+15898,2024-02-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.842,False,Temperature remained elevated during unscheduled overtime run.
+15899,2024-02-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.932,False,Sensor battery health remains nominal after firmware update.
+15900,2024-02-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15901,2024-02-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Warning threshold updated for pilot predictive-maintenance model.
+15902,2024-02-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.541,False,Night shift startup produced higher than normal vibration floor.
+15903,2024-02-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.742,False,Sensor heartbeat delayed by one interval after gateway retry.
+15904,2024-02-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.332,False,Night shift startup produced higher than normal vibration floor.
+15905,2024-02-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.732,False,Dust extraction fan offline for 18 minutes on line finishing.
+15906,2024-02-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.423,False,Packaging line stop reduced adjacent vibration background.
+15907,2024-02-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.036,False,Warning threshold updated for pilot predictive-maintenance model.
+15908,2024-02-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.196,False,Thermal overshoot event coincided with recipe change on furnace.
+15909,2024-02-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Machine idle period extended during planned sanitation window.
+15910,2024-02-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.108,False,Humidity baseline improved after seal replacement.
+15911,2024-02-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.32,False,Humidity excursion near finishing booth during coating run.
+15912,2024-02-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,59.408,False,Maintenance note logged for coupling imbalance inspection.
+15913,2024-02-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Humidity climbed during dock-door open period in afternoon shift.
+15914,2024-02-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.068,False,Maintenance scheduler deferred calibration due to spare shortage.
+15915,2024-02-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.645,False,Telemetry quality flag downgraded during sensor self-test window.
+15916,2024-02-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.328,False,Maintenance crew confirmed lubrication interval was missed.
+15917,2024-02-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.362,False,Unbalanced load introduced cyclical pressure ripple.
+15918,2024-02-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.215,False,Operator reported intermittent chatter on machine CNC-04.
+15919,2024-02-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.258,False,Machine idle period extended during planned sanitation window.
+15920,2024-02-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.593,False,Condensation warning cleared after dehumidifier ramp-up.
+15921,2024-02-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.283,False,Supervisory alert generated after three consecutive threshold breaches.
+15922,2024-02-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.245,False,Unbalanced load introduced cyclical pressure ripple.
+15923,2024-02-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Hydraulic line pressure oscillation detected under load.
+15924,2024-02-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.703,False,Maintenance crew confirmed lubrication interval was missed.
+15925,2024-02-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Edge collector replayed buffered events after network recovery.
+15926,2024-02-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.882,False,Air handler maintenance reduced humidity variance on finishing line.
+15927,2024-02-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor enclosure opened for manual calibration verification.
+15928,2024-02-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.06,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+15929,2024-02-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.647,False,Compressed air fluctuation introduced pressure noise for two cycles.
+15930,2024-02-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.267,False,Reliability engineer tagged sample window for model retraining.
+15931,2024-02-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.915,False,Condensation warning cleared after dehumidifier ramp-up.
+15932,2024-02-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.182,False,Machine throughput increase drove sustained pressure uplift.
+15933,2024-02-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.334,False,Pressure peak corresponds to oversized billet batch processing.
+15934,2024-02-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.406,False,Humidity excursion near finishing booth during coating run.
+15935,2024-02-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.063,False,Packaging line stop reduced adjacent vibration background.
+15936,2024-02-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.563,False,Operator reset acknowledged after red-tag inspection.
+15937,2024-02-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.618,False,Quality team requested trace review for lot 24-118B.
+15938,2024-02-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.682,False,Night shift startup produced higher than normal vibration floor.
+15939,2024-02-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.374,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+15940,2024-02-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.299,False,Sensor heartbeat delayed by one interval after gateway retry.
+15941,2024-02-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Packaging line stop reduced adjacent vibration background.
+15942,2024-02-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.002,False,Anomaly review flagged possible bearing wear progression.
+15943,2024-02-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.989,False,Sensor signal clipping observed during startup surge.
+15944,2024-02-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.517,False,Machine throughput increase drove sustained pressure uplift.
+15945,2024-02-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.623,False,Air handler maintenance reduced humidity variance on finishing line.
+15946,2024-02-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.031,False,Edge collector replayed buffered events after network recovery.
+15947,2024-02-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Quality team requested trace review for lot 24-118B.
+15948,2024-02-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.964,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15949,2024-02-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.229,False,Maintenance note logged for coupling imbalance inspection.
+15950,2024-02-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.945,False,Short-lived packet loss observed at edge gateway gw-02.
+15951,2024-02-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Quality team requested trace review for lot 24-118B.
+15952,2024-02-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.719,False,Coolant loop adjustment reduced chamber temperature spread.
+15953,2024-02-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Sensor enclosure opened for manual calibration verification.
+15954,2024-02-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.109,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15955,2024-02-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Transient outlier matched forklift impact near cabinet wall.
+15956,2024-02-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.165,False,Humidity climbed during dock-door open period in afternoon shift.
+15957,2024-02-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Warning threshold updated for pilot predictive-maintenance model.
+15958,2024-02-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.348,False,Pressure peak corresponds to oversized billet batch processing.
+15959,2024-02-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.941,False,Transient outlier matched forklift impact near cabinet wall.
+15960,2024-02-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.573,False,Pressure settled back to nominal after valve reseat.
+15961,2024-02-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Pressure peak corresponds to oversized billet batch processing.
+15962,2024-02-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.909,False,Sensor heartbeat delayed by one interval after gateway retry.
+15963,2024-02-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.834,False,Hydraulic line pressure oscillation detected under load.
+15964,2024-02-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.477,False,Quality hold reduced finishing booth activity for one shift.
+15965,2024-02-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.127,False,Humidity readings track seasonal rise across late spring.
+15966,2024-02-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.751,False,Thermal ramp exceeded expected warmup curve before shift start.
+15967,2024-02-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.653,False,Edge collector replayed buffered events after network recovery.
+15968,2024-02-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.115,False,Humidity readings track seasonal rise across late spring.
+15969,2024-02-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.321,False,Pressure line purge completed before restart authorization.
+15970,2024-02-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.513,False,Vibration baseline recovered after tool holder replacement.
+15971,2024-02-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.669,False,Vibration burst exceeds envelope during tool change cycle.
+15972,2024-02-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.994,False,Pressure settled back to nominal after valve reseat.
+15973,2024-02-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.788,False,Reliability engineer tagged sample window for model retraining.
+15974,2024-02-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.264,False,Dust extraction fan offline for 18 minutes on line finishing.
+15975,2024-02-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Humidity baseline improved after seal replacement.
+15976,2024-02-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.3,False,Night shift startup produced higher than normal vibration floor.
+15977,2024-02-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Vibration burst exceeds envelope during tool change cycle.
+15978,2024-02-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.357,False,Bearing temperature rising faster than baseline on spindle cell.
+15979,2024-02-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Press cycle dwell time lengthened during high-volume batch.
+15980,2024-02-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
+15981,2024-02-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.965,False,Pressure settled back to nominal after valve reseat.
+15982,2024-02-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.006,False,Short-lived packet loss observed at edge gateway gw-02.
+15983,2024-02-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.879,False,Pressure peak corresponds to oversized billet batch processing.
+15984,2024-02-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Edge collector replayed buffered events after network recovery.
+15985,2024-02-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.658,False,Machine throughput increase drove sustained pressure uplift.
+15986,2024-02-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.673,False,Pressure peak corresponds to oversized billet batch processing.
+15987,2024-02-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.173,False,Short-lived packet loss observed at edge gateway gw-02.
+15988,2024-02-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.159,False,Sensor signal clipping observed during startup surge.
+15989,2024-02-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.077,False,Humidity climbed during dock-door open period in afternoon shift.
+15990,2024-02-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.292,False,Air handler maintenance reduced humidity variance on finishing line.
+15991,2024-02-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.429,False,Sensor battery health remains nominal after firmware update.
+15992,2024-02-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.68,False,Machine idle period extended during planned sanitation window.
+15993,2024-02-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.199,False,Edge collector replayed buffered events after network recovery.
+15994,2024-02-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.548,False,Press cycle dwell time lengthened during high-volume batch.
+15995,2024-02-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.971,False,Bearing temperature rising faster than baseline on spindle cell.
+15996,2024-02-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.326,False,Anomaly review flagged possible bearing wear progression.
+15997,2024-02-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.369,False,Vibration burst exceeds envelope during tool change cycle.
+15998,2024-02-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.139,False,Sensor battery health remains nominal after firmware update.
+15999,2024-02-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Dust extraction fan offline for 18 minutes on line finishing.
+16000,2024-02-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.767,False,Maintenance crew confirmed lubrication interval was missed.
+16001,2024-02-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.117,False,Calibration check overdue by 11 days for press-line transducer.
+16002,2024-02-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.06,False,Condensation warning cleared after dehumidifier ramp-up.
+16003,2024-02-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.448,False,Air handler maintenance reduced humidity variance on finishing line.
+16004,2024-02-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.937,False,Short-lived packet loss observed at edge gateway gw-02.
+16005,2024-02-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Quality hold reduced finishing booth activity for one shift.
+16006,2024-02-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.544,False,Bearing temperature rising faster than baseline on spindle cell.
+16007,2024-02-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Maintenance scheduler deferred calibration due to spare shortage.
+16008,2024-02-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.388,False,Shift handoff note referenced unusual noise near press enclosure.
+16009,2024-02-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,SCADA backfill inserted two delayed telemetry points.
+16010,2024-02-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16011,2024-02-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.853,False,Humidity readings track seasonal rise across late spring.
+16012,2024-02-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.231,False,Temporary gateway failover completed without data loss.
+16013,2024-02-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Sensor battery health remains nominal after firmware update.
+16014,2024-02-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.449,False,Machine idle period extended during planned sanitation window.
+16015,2024-02-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Maintenance scheduler deferred calibration due to spare shortage.
+16016,2024-02-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.831,False,Humidity readings track seasonal rise across late spring.
+16017,2024-02-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Temperature remained elevated during unscheduled overtime run.
+16018,2024-02-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.081,False,Sensor heartbeat delayed by one interval after gateway retry.
+16019,2024-02-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.75,False,Vibration burst exceeds envelope during tool change cycle.
+16020,2024-02-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.92,False,Night shift startup produced higher than normal vibration floor.
+16021,2024-02-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Shift handoff note referenced unusual noise near press enclosure.
+16022,2024-02-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.723,False,Press cycle dwell time lengthened during high-volume batch.
+16023,2024-02-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.323,False,Dust extraction fan offline for 18 minutes on line finishing.
+16024,2024-02-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.463,False,Temperature variance narrowed after coolant nozzle cleaning.
+16025,2024-02-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.606,False,Reliability engineer tagged sample window for model retraining.
+16026,2024-02-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.401,False,Packaging line stop reduced adjacent vibration background.
+16027,2024-02-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.835,False,Quality hold reduced finishing booth activity for one shift.
+16028,2024-02-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.169,False,Humidity readings track seasonal rise across late spring.
+16029,2024-02-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Quality hold reduced finishing booth activity for one shift.
+16030,2024-02-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.459,False,Quality hold reduced finishing booth activity for one shift.
+16031,2024-02-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.982,False,Pressure line purge completed before restart authorization.
+16032,2024-02-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.126,False,SCADA backfill inserted two delayed telemetry points.
+16033,2024-02-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Dust extraction fan offline for 18 minutes on line finishing.
+16034,2024-02-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.305,False,Night shift startup produced higher than normal vibration floor.
+16035,2024-02-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.526,False,Maintenance note logged for coupling imbalance inspection.
+16036,2024-02-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.309,False,Packaging line stop reduced adjacent vibration background.
+16037,2024-02-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16038,2024-02-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.394,False,Humidity excursion near finishing booth during coating run.
+16039,2024-02-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,SCADA backfill inserted two delayed telemetry points.
+16040,2024-02-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.051,False,Pressure peak corresponds to oversized billet batch processing.
+16041,2024-02-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.341,False,Temperature remained elevated during unscheduled overtime run.
+16042,2024-02-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16043,2024-02-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.52,False,Pressure line purge completed before restart authorization.
+16044,2024-02-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.04,False,Hydraulic line pressure oscillation detected under load.
+16045,2024-02-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16046,2024-02-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.4,False,Transient outlier matched forklift impact near cabinet wall.
+16047,2024-02-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.039,False,Sensor heartbeat delayed by one interval after gateway retry.
+16048,2024-02-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.122,False,Pressure line purge completed before restart authorization.
+16049,2024-02-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Bearing temperature rising faster than baseline on spindle cell.
+16050,2024-02-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.551,False,Humidity readings track seasonal rise across late spring.
+16051,2024-02-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16052,2024-02-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16053,2024-02-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.135,False,Temperature remained elevated during unscheduled overtime run.
+16054,2024-02-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.14,False,Condensation warning cleared after dehumidifier ramp-up.
+16055,2024-02-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.344,False,Supervisory alert generated after three consecutive threshold breaches.
+16056,2024-02-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.132,False,Humidity baseline improved after seal replacement.
+16057,2024-02-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Coolant loop adjustment reduced chamber temperature spread.
+16058,2024-02-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.352,False,Temperature variance narrowed after coolant nozzle cleaning.
+16059,2024-02-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Thermal overshoot event coincided with recipe change on furnace.
+16060,2024-02-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.084,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16061,2024-02-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16062,2024-02-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.456,False,Shift handoff note referenced unusual noise near press enclosure.
+16063,2024-02-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.854,False,Sensor heartbeat delayed by one interval after gateway retry.
+16064,2024-02-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.453,False,Machine idle period extended during planned sanitation window.
+16065,2024-02-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.991,False,Temperature variance narrowed after coolant nozzle cleaning.
+16066,2024-02-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.974,False,Quality hold reduced finishing booth activity for one shift.
+16067,2024-02-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Pressure peak corresponds to oversized billet batch processing.
+16068,2024-02-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.04,False,Operator reported intermittent chatter on machine CNC-04.
+16069,2024-02-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Pressure settled back to nominal after valve reseat.
+16070,2024-02-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.887,False,Short-lived packet loss observed at edge gateway gw-02.
+16071,2024-02-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.868,False,Coolant loop adjustment reduced chamber temperature spread.
+16072,2024-02-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.279,False,Sensor heartbeat delayed by one interval after gateway retry.
+16073,2024-02-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.233,False,Warning threshold updated for pilot predictive-maintenance model.
+16074,2024-02-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.634,False,Maintenance scheduler deferred calibration due to spare shortage.
+16075,2024-02-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.508,False,Humidity baseline improved after seal replacement.
+16076,2024-02-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.99,False,Humidity excursion near finishing booth during coating run.
+16077,2024-02-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.012,False,Supervisory alert generated after three consecutive threshold breaches.
+16078,2024-02-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.203,False,Calibration check overdue by 11 days for press-line transducer.
+16079,2024-02-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Transient outlier matched forklift impact near cabinet wall.
+16080,2024-02-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.89,False,Sensor enclosure opened for manual calibration verification.
+16081,2024-02-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.426,False,Calibration check overdue by 11 days for press-line transducer.
+16082,2024-02-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.924,False,Unbalanced load introduced cyclical pressure ripple.
+16083,2024-02-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.678,False,Sensor enclosure opened for manual calibration verification.
+16084,2024-02-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.231,False,Thermal overshoot event coincided with recipe change on furnace.
+16085,2024-02-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16086,2024-02-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.411,False,Maintenance note logged for coupling imbalance inspection.
+16087,2024-02-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.171,False,Quality team requested trace review for lot 24-118B.
+16088,2024-02-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.383,False,Coolant loop adjustment reduced chamber temperature spread.
+16089,2024-02-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.564,False,Vibration burst exceeds envelope during tool change cycle.
+16090,2024-02-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.94,False,Thermal ramp exceeded expected warmup curve before shift start.
+16091,2024-02-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.476,False,Thermal ramp exceeded expected warmup curve before shift start.
+16092,2024-02-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.932,False,Pressure line purge completed before restart authorization.
+16093,2024-02-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Temperature variance narrowed after coolant nozzle cleaning.
+16094,2024-02-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.203,False,Temperature variance narrowed after coolant nozzle cleaning.
+16095,2024-02-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.542,False,Packaging line stop reduced adjacent vibration background.
+16096,2024-02-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.736,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16097,2024-02-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Thermal ramp exceeded expected warmup curve before shift start.
+16098,2024-02-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.394,False,Operator reported intermittent chatter on machine CNC-04.
+16099,2024-02-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.88,False,Sensor battery health remains nominal after firmware update.
+16100,2024-02-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.112,False,Humidity readings track seasonal rise across late spring.
+16101,2024-02-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16102,2024-02-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.305,False,Vibration baseline recovered after tool holder replacement.
+16103,2024-02-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.774,False,Maintenance note logged for coupling imbalance inspection.
+16104,2024-02-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.573,False,Pressure line purge completed before restart authorization.
+16105,2024-02-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.214,False,Humidity baseline improved after seal replacement.
+16106,2024-02-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.291,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16107,2024-02-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.833,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16108,2024-02-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.127,False,Operator reset acknowledged after red-tag inspection.
+16109,2024-02-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Edge collector replayed buffered events after network recovery.
+16110,2024-02-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.18,False,Humidity climbed during dock-door open period in afternoon shift.
+16111,2024-02-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.991,False,Operator reported intermittent chatter on machine CNC-04.
+16112,2024-02-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.194,False,Warning threshold updated for pilot predictive-maintenance model.
+16113,2024-02-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.91,False,Pressure peak corresponds to oversized billet batch processing.
+16114,2024-02-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.208,False,Thermal ramp exceeded expected warmup curve before shift start.
+16115,2024-02-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Pressure line purge completed before restart authorization.
+16116,2024-02-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.779,False,Pressure line purge completed before restart authorization.
+16117,2024-02-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16118,2024-02-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.856,False,Supervisory alert generated after three consecutive threshold breaches.
+16119,2024-02-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.315,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16120,2024-02-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.931,False,Pressure peak corresponds to oversized billet batch processing.
+16121,2024-02-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Supervisory alert generated after three consecutive threshold breaches.
+16122,2024-02-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.846,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16123,2024-02-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.851,False,Coolant loop adjustment reduced chamber temperature spread.
+16124,2024-02-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.65,False,Operator reported intermittent chatter on machine CNC-04.
+16125,2024-02-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.177,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16126,2024-02-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.18,False,Calibration check overdue by 11 days for press-line transducer.
+16127,2024-02-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.481,False,Humidity climbed during dock-door open period in afternoon shift.
+16128,2024-02-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.774,False,Sensor enclosure opened for manual calibration verification.
+16129,2024-02-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.251,False,Night shift startup produced higher than normal vibration floor.
+16130,2024-02-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.913,False,Reliability engineer tagged sample window for model retraining.
+16131,2024-02-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.475,False,Shift handoff note referenced unusual noise near press enclosure.
+16132,2024-02-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.49,False,Maintenance crew confirmed lubrication interval was missed.
+16133,2024-02-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Night shift startup produced higher than normal vibration floor.
+16134,2024-02-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.859,False,Warning threshold updated for pilot predictive-maintenance model.
+16135,2024-02-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.883,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16136,2024-02-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.785,False,Air handler maintenance reduced humidity variance on finishing line.
+16137,2024-02-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Operator reset acknowledged after red-tag inspection.
+16138,2024-02-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.723,False,Sensor enclosure opened for manual calibration verification.
+16139,2024-02-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Quality hold reduced finishing booth activity for one shift.
+16140,2024-02-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.563,False,Anomaly review flagged possible bearing wear progression.
+16141,2024-02-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.24,False,Shift handoff note referenced unusual noise near press enclosure.
+16142,2024-02-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.379,False,Quality hold reduced finishing booth activity for one shift.
+16143,2024-02-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Temporary gateway failover completed without data loss.
+16144,2024-02-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.803,False,Machine idle period extended during planned sanitation window.
+16145,2024-02-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.405,False,SCADA backfill inserted two delayed telemetry points.
+16146,2024-02-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.74,False,Thermal ramp exceeded expected warmup curve before shift start.
+16147,2024-02-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.298,False,Humidity readings track seasonal rise across late spring.
+16148,2024-02-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.991,False,Condensation warning cleared after dehumidifier ramp-up.
+16149,2024-02-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Press cycle dwell time lengthened during high-volume batch.
+16150,2024-02-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.324,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16151,2024-02-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.684,False,Operator reset acknowledged after red-tag inspection.
+16152,2024-02-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.366,False,Operator reported intermittent chatter on machine CNC-04.
+16153,2024-02-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.634,False,Maintenance scheduler deferred calibration due to spare shortage.
+16154,2024-02-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.344,False,Shift handoff note referenced unusual noise near press enclosure.
+16155,2024-02-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Night shift startup produced higher than normal vibration floor.
+16156,2024-02-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.679,False,Temperature variance narrowed after coolant nozzle cleaning.
+16157,2024-02-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.514,False,Bearing temperature rising faster than baseline on spindle cell.
+16158,2024-02-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.508,False,Vibration harmonics broadened during extended production run.
+16159,2024-02-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Quality team requested trace review for lot 24-118B.
+16160,2024-02-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.677,False,Pressure line purge completed before restart authorization.
+16161,2024-02-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.137,False,Edge collector replayed buffered events after network recovery.
+16162,2024-02-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.112,False,Machine idle period extended during planned sanitation window.
+16163,2024-02-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Supervisory alert generated after three consecutive threshold breaches.
+16164,2024-02-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.072,False,Dust extraction fan offline for 18 minutes on line finishing.
+16165,2024-02-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.514,False,Shift handoff note referenced unusual noise near press enclosure.
+16166,2024-02-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.752,False,Sensor heartbeat delayed by one interval after gateway retry.
+16167,2024-02-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.732,False,Short-lived packet loss observed at edge gateway gw-02.
+16168,2024-02-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.885,False,Calibration check overdue by 11 days for press-line transducer.
+16169,2024-02-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Humidity readings track seasonal rise across late spring.
+16170,2024-02-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.521,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16171,2024-02-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.757,False,Humidity excursion near finishing booth during coating run.
+16172,2024-02-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.806,False,Operator reported intermittent chatter on machine CNC-04.
+16173,2024-02-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.959,False,Vibration burst exceeds envelope during tool change cycle.
+16174,2024-02-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Edge collector replayed buffered events after network recovery.
+16175,2024-02-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.545,False,Dust extraction fan offline for 18 minutes on line finishing.
+16176,2024-02-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.11,False,Air handler maintenance reduced humidity variance on finishing line.
+16177,2024-02-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.879,False,Quality team requested trace review for lot 24-118B.
+16178,2024-02-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.002,False,Humidity excursion near finishing booth during coating run.
+16179,2024-02-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.795,False,Quality hold reduced finishing booth activity for one shift.
+16180,2024-02-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.941,False,Edge collector replayed buffered events after network recovery.
+16181,2024-02-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.59,False,Thermal overshoot event coincided with recipe change on furnace.
+16182,2024-02-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.763,False,Humidity baseline improved after seal replacement.
+16183,2024-02-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.935,False,Packaging line stop reduced adjacent vibration background.
+16184,2024-02-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.728,False,Dust extraction fan offline for 18 minutes on line finishing.
+16185,2024-02-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,SCADA backfill inserted two delayed telemetry points.
+16186,2024-02-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.874,False,Quality hold reduced finishing booth activity for one shift.
+16187,2024-02-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.721,False,Machine throughput increase drove sustained pressure uplift.
+16188,2024-02-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.072,False,Condensation warning cleared after dehumidifier ramp-up.
+16189,2024-02-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.348,False,Condensation warning cleared after dehumidifier ramp-up.
+16190,2024-02-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Maintenance note logged for coupling imbalance inspection.
+16191,2024-02-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.686,False,Pressure peak corresponds to oversized billet batch processing.
+16192,2024-02-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.412,False,Night shift startup produced higher than normal vibration floor.
+16193,2024-02-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.727,False,Vibration burst exceeds envelope during tool change cycle.
+16194,2024-02-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Anomaly review flagged possible bearing wear progression.
+16195,2024-02-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Transient outlier matched forklift impact near cabinet wall.
+16196,2024-02-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.383,False,Night shift startup produced higher than normal vibration floor.
+16197,2024-02-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Machine idle period extended during planned sanitation window.
+16198,2024-02-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.835,False,Operator reported intermittent chatter on machine CNC-04.
+16199,2024-02-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.855,False,Vibration baseline recovered after tool holder replacement.
+16200,2024-02-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.32,False,Short-lived packet loss observed at edge gateway gw-02.
+16201,2024-02-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.597,False,Reliability engineer tagged sample window for model retraining.
+16202,2024-02-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.289,False,Humidity excursion near finishing booth during coating run.
+16203,2024-02-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Supervisory alert generated after three consecutive threshold breaches.
+16204,2024-02-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.605,False,Hydraulic line pressure oscillation detected under load.
+16205,2024-02-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Telemetry quality flag downgraded during sensor self-test window.
+16206,2024-02-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.139,False,Telemetry quality flag downgraded during sensor self-test window.
+16207,2024-02-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.677,False,Shift handoff note referenced unusual noise near press enclosure.
+16208,2024-02-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.97,False,Sensor enclosure opened for manual calibration verification.
+16209,2024-02-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16210,2024-02-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.998,False,Humidity readings track seasonal rise across late spring.
+16211,2024-02-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.415,False,Bearing temperature rising faster than baseline on spindle cell.
+16212,2024-02-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.265,False,Vibration harmonics broadened during extended production run.
+16213,2024-02-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.692,False,Hydraulic line pressure oscillation detected under load.
+16214,2024-02-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.064,False,Quality team requested trace review for lot 24-118B.
+16215,2024-02-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.647,False,Machine idle period extended during planned sanitation window.
+16216,2024-02-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.592,False,Maintenance scheduler deferred calibration due to spare shortage.
+16217,2024-02-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Sensor signal clipping observed during startup surge.
+16218,2024-02-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.249,False,Transient outlier matched forklift impact near cabinet wall.
+16219,2024-02-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.749,False,Packaging line stop reduced adjacent vibration background.
+16220,2024-02-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.53,False,Edge collector replayed buffered events after network recovery.
+16221,2024-02-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Pressure peak corresponds to oversized billet batch processing.
+16222,2024-02-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16223,2024-02-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Night shift startup produced higher than normal vibration floor.
+16224,2024-02-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.426,False,Vibration burst exceeds envelope during tool change cycle.
+16225,2024-02-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Short-lived packet loss observed at edge gateway gw-02.
+16226,2024-02-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.968,False,Machine idle period extended during planned sanitation window.
+16227,2024-02-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.193,False,Bearing temperature rising faster than baseline on spindle cell.
+16228,2024-02-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.221,False,Air handler maintenance reduced humidity variance on finishing line.
+16229,2024-02-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.59,False,Transient outlier matched forklift impact near cabinet wall.
+16230,2024-02-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.989,False,Edge collector replayed buffered events after network recovery.
+16231,2024-02-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Hydraulic line pressure oscillation detected under load.
+16232,2024-02-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.149,False,Edge collector replayed buffered events after network recovery.
+16233,2024-02-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Maintenance note logged for coupling imbalance inspection.
+16234,2024-02-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.942,False,Air handler maintenance reduced humidity variance on finishing line.
+16235,2024-02-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.714,False,Sensor signal clipping observed during startup surge.
+16236,2024-02-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.65,False,Short-lived packet loss observed at edge gateway gw-02.
+16237,2024-02-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.524,False,Short-lived packet loss observed at edge gateway gw-02.
+16238,2024-02-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.516,False,Coolant loop adjustment reduced chamber temperature spread.
+16239,2024-02-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.595,False,Hydraulic line pressure oscillation detected under load.
+16240,2024-02-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16241,2024-02-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Sensor enclosure opened for manual calibration verification.
+16242,2024-02-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.739,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16243,2024-02-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16244,2024-02-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.421,False,Vibration burst exceeds envelope during tool change cycle.
+16245,2024-02-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Telemetry quality flag downgraded during sensor self-test window.
+16246,2024-02-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.787,False,Warning threshold updated for pilot predictive-maintenance model.
+16247,2024-02-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.24,False,Quality team requested trace review for lot 24-118B.
+16248,2024-02-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.206,False,Anomaly review flagged possible bearing wear progression.
+16249,2024-02-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Vibration baseline recovered after tool holder replacement.
+16250,2024-02-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.291,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16251,2024-02-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.581,False,Calibration check overdue by 11 days for press-line transducer.
+16252,2024-02-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.55,False,Operator reported intermittent chatter on machine CNC-04.
+16253,2024-02-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,SCADA backfill inserted two delayed telemetry points.
+16254,2024-02-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.072,False,SCADA backfill inserted two delayed telemetry points.
+16255,2024-02-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Unbalanced load introduced cyclical pressure ripple.
+16256,2024-02-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.837,False,Temperature remained elevated during unscheduled overtime run.
+16257,2024-02-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Maintenance crew confirmed lubrication interval was missed.
+16258,2024-02-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.383,False,Operator reset acknowledged after red-tag inspection.
+16259,2024-02-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.083,False,Pressure peak corresponds to oversized billet batch processing.
+16260,2024-02-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.284,False,Maintenance scheduler deferred calibration due to spare shortage.
+16261,2024-02-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.487,False,Condensation warning cleared after dehumidifier ramp-up.
+16262,2024-02-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.24,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16263,2024-02-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.93,False,Coolant loop adjustment reduced chamber temperature spread.
+16264,2024-02-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.828,False,SCADA backfill inserted two delayed telemetry points.
+16265,2024-02-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.659,False,Temporary gateway failover completed without data loss.
+16266,2024-02-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.278,False,Temperature remained elevated during unscheduled overtime run.
+16267,2024-02-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.045,False,Hydraulic line pressure oscillation detected under load.
+16268,2024-02-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.833,False,Vibration baseline recovered after tool holder replacement.
+16269,2024-02-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.145,False,Temperature variance narrowed after coolant nozzle cleaning.
+16270,2024-02-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.086,False,Pressure peak corresponds to oversized billet batch processing.
+16271,2024-02-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.561,False,Short-lived packet loss observed at edge gateway gw-02.
+16272,2024-02-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.71,False,Hydraulic line pressure oscillation detected under load.
+16273,2024-02-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Temperature variance narrowed after coolant nozzle cleaning.
+16274,2024-02-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.054,False,Night shift startup produced higher than normal vibration floor.
+16275,2024-02-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.775,False,Machine idle period extended during planned sanitation window.
+16276,2024-02-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.913,False,Maintenance scheduler deferred calibration due to spare shortage.
+16277,2024-02-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Humidity excursion near finishing booth during coating run.
+16278,2024-02-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.888,False,Anomaly review flagged possible bearing wear progression.
+16279,2024-02-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.36,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16280,2024-02-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.245,False,Reliability engineer tagged sample window for model retraining.
+16281,2024-02-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16282,2024-02-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.188,False,Temporary gateway failover completed without data loss.
+16283,2024-02-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.109,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16284,2024-02-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.364,False,Humidity baseline improved after seal replacement.
+16285,2024-02-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.38,False,Humidity baseline improved after seal replacement.
+16286,2024-02-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.003,False,Sensor battery health remains nominal after firmware update.
+16287,2024-02-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.744,False,Quality hold reduced finishing booth activity for one shift.
+16288,2024-02-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.992,False,Humidity baseline improved after seal replacement.
+16289,2024-02-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Operator reported intermittent chatter on machine CNC-04.
+16290,2024-02-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.022,False,Vibration baseline recovered after tool holder replacement.
+16291,2024-02-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.583,False,Packaging line stop reduced adjacent vibration background.
+16292,2024-02-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.415,False,Pressure line purge completed before restart authorization.
+16293,2024-02-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.236,False,Quality hold reduced finishing booth activity for one shift.
+16294,2024-02-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.397,False,Machine idle period extended during planned sanitation window.
+16295,2024-02-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.637,False,Humidity excursion near finishing booth during coating run.
+16296,2024-02-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.148,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16297,2024-02-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.361,False,Quality team requested trace review for lot 24-118B.
+16298,2024-02-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.114,False,Dust extraction fan offline for 18 minutes on line finishing.
+16299,2024-02-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.43,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16300,2024-02-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.687,False,Condensation warning cleared after dehumidifier ramp-up.
+16301,2024-02-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.491,False,Operator reported intermittent chatter on machine CNC-04.
+16302,2024-02-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.982,False,Pressure peak corresponds to oversized billet batch processing.
+16303,2024-02-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.021,False,Short-lived packet loss observed at edge gateway gw-02.
+16304,2024-02-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.826,False,Pressure peak corresponds to oversized billet batch processing.
+16305,2024-02-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Temperature remained elevated during unscheduled overtime run.
+16306,2024-02-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.533,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16307,2024-02-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16308,2024-02-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.193,False,Vibration baseline recovered after tool holder replacement.
+16309,2024-02-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.301,False,Sensor heartbeat delayed by one interval after gateway retry.
+16310,2024-02-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.778,False,Operator reported intermittent chatter on machine CNC-04.
+16311,2024-02-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.119,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16312,2024-02-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.186,False,Shift handoff note referenced unusual noise near press enclosure.
+16313,2024-02-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Vibration burst exceeds envelope during tool change cycle.
+16314,2024-02-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.857,False,Night shift startup produced higher than normal vibration floor.
+16315,2024-02-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.426,False,Night shift startup produced higher than normal vibration floor.
+16316,2024-02-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,50.427,False,Short-lived packet loss observed at edge gateway gw-02.
+16317,2024-02-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Shift handoff note referenced unusual noise near press enclosure.
+16318,2024-02-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.727,False,Telemetry quality flag downgraded during sensor self-test window.
+16319,2024-02-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.737,False,Night shift startup produced higher than normal vibration floor.
+16320,2024-02-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.171,False,Packaging line stop reduced adjacent vibration background.
+16321,2024-02-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.9,False,Hydraulic line pressure oscillation detected under load.
+16322,2024-02-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.977,False,Machine idle period extended during planned sanitation window.
+16323,2024-02-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.025,False,Temperature variance narrowed after coolant nozzle cleaning.
+16324,2024-02-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.229,False,Pressure peak corresponds to oversized billet batch processing.
+16325,2024-02-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Temperature variance narrowed after coolant nozzle cleaning.
+16326,2024-02-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.117,False,Thermal ramp exceeded expected warmup curve before shift start.
+16327,2024-02-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.32,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16328,2024-02-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.843,False,Temporary gateway failover completed without data loss.
+16329,2024-02-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.993,False,Operator reported intermittent chatter on machine CNC-04.
+16330,2024-02-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.982,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16331,2024-02-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.492,False,Packaging line stop reduced adjacent vibration background.
+16332,2024-02-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16333,2024-02-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.873,False,Coolant loop adjustment reduced chamber temperature spread.
+16334,2024-02-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.179,False,Thermal ramp exceeded expected warmup curve before shift start.
+16335,2024-02-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Operator reported intermittent chatter on machine CNC-04.
+16336,2024-02-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.094,False,Dust extraction fan offline for 18 minutes on line finishing.
+16337,2024-02-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.319,False,Humidity excursion near finishing booth during coating run.
+16338,2024-02-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.394,False,Humidity climbed during dock-door open period in afternoon shift.
+16339,2024-02-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.724,False,Quality team requested trace review for lot 24-118B.
+16340,2024-02-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.343,False,Transient outlier matched forklift impact near cabinet wall.
+16341,2024-02-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Sensor heartbeat delayed by one interval after gateway retry.
+16342,2024-02-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.681,False,Operator reported intermittent chatter on machine CNC-04.
+16343,2024-02-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.033,False,Anomaly review flagged possible bearing wear progression.
+16344,2024-02-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.288,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16345,2024-02-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.393,False,Unbalanced load introduced cyclical pressure ripple.
+16346,2024-02-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.581,False,Shift handoff note referenced unusual noise near press enclosure.
+16347,2024-02-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.964,False,Unbalanced load introduced cyclical pressure ripple.
+16348,2024-02-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.468,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16349,2024-02-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.303,False,Humidity climbed during dock-door open period in afternoon shift.
+16350,2024-02-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.29,False,Operator reported intermittent chatter on machine CNC-04.
+16351,2024-02-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.62,False,Shift handoff note referenced unusual noise near press enclosure.
+16352,2024-02-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.159,False,Temperature remained elevated during unscheduled overtime run.
+16353,2024-02-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.762,False,Temperature variance narrowed after coolant nozzle cleaning.
+16354,2024-02-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.772,False,Temperature remained elevated during unscheduled overtime run.
+16355,2024-02-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.452,False,Warning threshold updated for pilot predictive-maintenance model.
+16356,2024-02-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.423,False,Quality team requested trace review for lot 24-118B.
+16357,2024-02-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.386,False,Condensation warning cleared after dehumidifier ramp-up.
+16358,2024-02-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.132,False,Thermal ramp exceeded expected warmup curve before shift start.
+16359,2024-02-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.848,False,Sensor heartbeat delayed by one interval after gateway retry.
+16360,2024-02-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.347,False,Pressure line purge completed before restart authorization.
+16361,2024-02-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Thermal overshoot event coincided with recipe change on furnace.
+16362,2024-02-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Condensation warning cleared after dehumidifier ramp-up.
+16363,2024-02-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.304,False,Vibration burst exceeds envelope during tool change cycle.
+16364,2024-02-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.84,False,Reliability engineer tagged sample window for model retraining.
+16365,2024-02-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Pressure settled back to nominal after valve reseat.
+16366,2024-02-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.633,False,Calibration check overdue by 11 days for press-line transducer.
+16367,2024-02-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.944,False,Sensor enclosure opened for manual calibration verification.
+16368,2024-02-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.121,False,Telemetry quality flag downgraded during sensor self-test window.
+16369,2024-02-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.307,False,Operator reset acknowledged after red-tag inspection.
+16370,2024-02-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.774,False,Machine idle period extended during planned sanitation window.
+16371,2024-02-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.52,False,Pressure peak corresponds to oversized billet batch processing.
+16372,2024-02-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.75,False,Unbalanced load introduced cyclical pressure ripple.
+16373,2024-02-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Warning threshold updated for pilot predictive-maintenance model.
+16374,2024-02-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.487,False,Air handler maintenance reduced humidity variance on finishing line.
+16375,2024-02-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.152,False,Pressure line purge completed before restart authorization.
+16376,2024-02-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.903,False,Pressure peak corresponds to oversized billet batch processing.
+16377,2024-02-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.665,False,Maintenance note logged for coupling imbalance inspection.
+16378,2024-02-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.776,False,Maintenance scheduler deferred calibration due to spare shortage.
+16379,2024-02-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Night shift startup produced higher than normal vibration floor.
+16380,2024-02-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.98,False,Humidity excursion near finishing booth during coating run.
+16381,2024-02-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.262,False,SCADA backfill inserted two delayed telemetry points.
+16382,2024-02-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.664,False,Thermal ramp exceeded expected warmup curve before shift start.
+16383,2024-02-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.504,False,Temporary gateway failover completed without data loss.
+16384,2024-02-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.059,False,Sensor heartbeat delayed by one interval after gateway retry.
+16385,2024-02-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Operator reset acknowledged after red-tag inspection.
+16386,2024-02-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.684,False,Temperature variance narrowed after coolant nozzle cleaning.
+16387,2024-02-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.05,False,Press cycle dwell time lengthened during high-volume batch.
+16388,2024-02-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.454,False,Transient outlier matched forklift impact near cabinet wall.
+16389,2024-02-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16390,2024-02-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.601,False,Vibration baseline recovered after tool holder replacement.
+16391,2024-02-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.32,False,Temperature remained elevated during unscheduled overtime run.
+16392,2024-02-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.189,False,Air handler maintenance reduced humidity variance on finishing line.
+16393,2024-02-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Pressure settled back to nominal after valve reseat.
+16394,2024-02-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.071,False,Maintenance scheduler deferred calibration due to spare shortage.
+16395,2024-02-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.021,False,Quality team requested trace review for lot 24-118B.
+16396,2024-02-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.34,False,Humidity excursion near finishing booth during coating run.
+16397,2024-02-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Shift handoff note referenced unusual noise near press enclosure.
+16398,2024-02-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.62,False,Temporary gateway failover completed without data loss.
+16399,2024-02-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.509,False,Dust extraction fan offline for 18 minutes on line finishing.
+16400,2024-02-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.862,False,Supervisory alert generated after three consecutive threshold breaches.
+16401,2024-02-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.819,False,Humidity climbed during dock-door open period in afternoon shift.
+16402,2024-02-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.17,False,Sensor heartbeat delayed by one interval after gateway retry.
+16403,2024-02-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.555,False,Night shift startup produced higher than normal vibration floor.
+16404,2024-02-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.033,False,Humidity climbed during dock-door open period in afternoon shift.
+16405,2024-02-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.765,False,Humidity climbed during dock-door open period in afternoon shift.
+16406,2024-02-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.319,False,Humidity readings track seasonal rise across late spring.
+16407,2024-02-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Operator reported intermittent chatter on machine CNC-04.
+16408,2024-02-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.388,False,Anomaly review flagged possible bearing wear progression.
+16409,2024-02-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.228,False,Pressure line purge completed before restart authorization.
+16410,2024-02-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.83,False,Quality hold reduced finishing booth activity for one shift.
+16411,2024-02-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Pressure settled back to nominal after valve reseat.
+16412,2024-02-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.245,False,Sensor enclosure opened for manual calibration verification.
+16413,2024-02-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.296,False,Short-lived packet loss observed at edge gateway gw-02.
+16414,2024-02-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.361,False,Warning threshold updated for pilot predictive-maintenance model.
+16415,2024-02-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.977,False,Humidity baseline improved after seal replacement.
+16416,2024-02-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.909,False,Telemetry quality flag downgraded during sensor self-test window.
+16417,2024-02-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Humidity readings track seasonal rise across late spring.
+16418,2024-02-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.512,False,Press cycle dwell time lengthened during high-volume batch.
+16419,2024-02-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.398,False,Air handler maintenance reduced humidity variance on finishing line.
+16420,2024-02-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.677,False,Humidity baseline improved after seal replacement.
+16421,2024-02-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.496,False,Temperature variance narrowed after coolant nozzle cleaning.
+16422,2024-02-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.483,False,Sensor signal clipping observed during startup surge.
+16423,2024-02-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.936,False,Thermal overshoot event coincided with recipe change on furnace.
+16424,2024-02-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.601,False,Sensor battery health remains nominal after firmware update.
+16425,2024-02-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.792,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16426,2024-02-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.784,False,Telemetry quality flag downgraded during sensor self-test window.
+16427,2024-02-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.451,False,Calibration check overdue by 11 days for press-line transducer.
+16428,2024-02-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.601,False,Short-lived packet loss observed at edge gateway gw-02.
+16429,2024-02-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Maintenance scheduler deferred calibration due to spare shortage.
+16430,2024-02-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.779,False,Humidity baseline improved after seal replacement.
+16431,2024-02-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.309,False,Transient outlier matched forklift impact near cabinet wall.
+16432,2024-02-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.452,False,Packaging line stop reduced adjacent vibration background.
+16433,2024-02-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,SCADA backfill inserted two delayed telemetry points.
+16434,2024-02-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.678,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16435,2024-02-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Machine throughput increase drove sustained pressure uplift.
+16436,2024-02-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.99,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16437,2024-02-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.842,False,Temporary gateway failover completed without data loss.
+16438,2024-02-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.029,False,Calibration check overdue by 11 days for press-line transducer.
+16439,2024-02-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.177,False,Temporary gateway failover completed without data loss.
+16440,2024-02-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.251,False,Temporary gateway failover completed without data loss.
+16441,2024-02-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Pressure line purge completed before restart authorization.
+16442,2024-02-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.882,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16443,2024-02-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Maintenance scheduler deferred calibration due to spare shortage.
+16444,2024-02-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.604,False,Hydraulic line pressure oscillation detected under load.
+16445,2024-02-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.063,False,Telemetry quality flag downgraded during sensor self-test window.
+16446,2024-02-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.448,False,Operator reported intermittent chatter on machine CNC-04.
+16447,2024-02-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16448,2024-02-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.423,False,Quality team requested trace review for lot 24-118B.
+16449,2024-02-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16450,2024-02-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.68,False,Vibration baseline recovered after tool holder replacement.
+16451,2024-02-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Air handler maintenance reduced humidity variance on finishing line.
+16452,2024-02-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.816,False,Anomaly review flagged possible bearing wear progression.
+16453,2024-02-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.265,False,Maintenance note logged for coupling imbalance inspection.
+16454,2024-02-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.137,False,Anomaly review flagged possible bearing wear progression.
+16455,2024-02-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.568,False,Reliability engineer tagged sample window for model retraining.
+16456,2024-02-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Edge collector replayed buffered events after network recovery.
+16457,2024-02-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.369,False,Night shift startup produced higher than normal vibration floor.
+16458,2024-02-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.921,False,Operator reset acknowledged after red-tag inspection.
+16459,2024-02-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.522,False,Operator reported intermittent chatter on machine CNC-04.
+16460,2024-02-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.052,False,Coolant loop adjustment reduced chamber temperature spread.
+16461,2024-02-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Pressure line purge completed before restart authorization.
+16462,2024-02-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.531,False,Calibration check overdue by 11 days for press-line transducer.
+16463,2024-02-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.882,False,Pressure peak corresponds to oversized billet batch processing.
+16464,2024-02-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.368,False,Temporary gateway failover completed without data loss.
+16465,2024-02-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Coolant loop adjustment reduced chamber temperature spread.
+16466,2024-02-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.189,False,Vibration burst exceeds envelope during tool change cycle.
+16467,2024-02-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.57,False,Temporary gateway failover completed without data loss.
+16468,2024-02-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.939,False,Maintenance scheduler deferred calibration due to spare shortage.
+16469,2024-02-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.535,False,Vibration baseline recovered after tool holder replacement.
+16470,2024-02-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.015,False,Humidity readings track seasonal rise across late spring.
+16471,2024-02-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16472,2024-02-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.911,False,Maintenance scheduler deferred calibration due to spare shortage.
+16473,2024-02-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Machine throughput increase drove sustained pressure uplift.
+16474,2024-02-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.525,False,Hydraulic line pressure oscillation detected under load.
+16475,2024-02-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Dust extraction fan offline for 18 minutes on line finishing.
+16476,2024-02-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.499,False,Hydraulic line pressure oscillation detected under load.
+16477,2024-02-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16478,2024-02-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.608,False,Temporary gateway failover completed without data loss.
+16479,2024-02-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.604,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16480,2024-02-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.129,False,Humidity readings track seasonal rise across late spring.
+16481,2024-02-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.237,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16482,2024-02-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.542,False,Maintenance crew confirmed lubrication interval was missed.
+16483,2024-02-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.031,False,Hydraulic line pressure oscillation detected under load.
+16484,2024-02-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.243,False,Hydraulic line pressure oscillation detected under load.
+16485,2024-02-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.249,False,Machine idle period extended during planned sanitation window.
+16486,2024-02-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.181,False,Supervisory alert generated after three consecutive threshold breaches.
+16487,2024-02-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.76,False,Hydraulic line pressure oscillation detected under load.
+16488,2024-02-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,51.854,False,Vibration baseline recovered after tool holder replacement.
+16489,2024-02-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.95,False,Anomaly review flagged possible bearing wear progression.
+16490,2024-02-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.936,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16491,2024-02-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.255,False,Humidity excursion near finishing booth during coating run.
+16492,2024-02-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.138,False,SCADA backfill inserted two delayed telemetry points.
+16493,2024-02-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Unbalanced load introduced cyclical pressure ripple.
+16494,2024-02-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.12,False,Humidity climbed during dock-door open period in afternoon shift.
+16495,2024-02-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Machine throughput increase drove sustained pressure uplift.
+16496,2024-02-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.026,False,Pressure line purge completed before restart authorization.
+16497,2024-02-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.68,False,Pressure line purge completed before restart authorization.
+16498,2024-02-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.649,False,Packaging line stop reduced adjacent vibration background.
+16499,2024-02-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.08,False,Vibration burst exceeds envelope during tool change cycle.
+16500,2024-02-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.44,False,Humidity climbed during dock-door open period in afternoon shift.
+16501,2024-02-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Machine throughput increase drove sustained pressure uplift.
+16502,2024-02-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.548,False,Telemetry quality flag downgraded during sensor self-test window.
+16503,2024-02-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.932,False,Sensor enclosure opened for manual calibration verification.
+16504,2024-02-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.014,False,Sensor heartbeat delayed by one interval after gateway retry.
+16505,2024-02-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Shift handoff note referenced unusual noise near press enclosure.
+16506,2024-02-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.292,False,Maintenance scheduler deferred calibration due to spare shortage.
+16507,2024-02-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16508,2024-02-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.804,False,Temperature remained elevated during unscheduled overtime run.
+16509,2024-02-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.289,False,Humidity excursion near finishing booth during coating run.
+16510,2024-02-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.826,False,Sensor signal clipping observed during startup surge.
+16511,2024-02-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16512,2024-02-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.037,False,Humidity readings track seasonal rise across late spring.
+16513,2024-02-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.079,False,Maintenance scheduler deferred calibration due to spare shortage.
+16514,2024-02-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.937,False,Vibration baseline recovered after tool holder replacement.
+16515,2024-02-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.48,False,Vibration burst exceeds envelope during tool change cycle.
+16516,2024-02-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.826,False,Supervisory alert generated after three consecutive threshold breaches.
+16517,2024-02-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Quality hold reduced finishing booth activity for one shift.
+16518,2024-02-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.067,False,Reliability engineer tagged sample window for model retraining.
+16519,2024-02-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Coolant loop adjustment reduced chamber temperature spread.
+16520,2024-02-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.552,False,Sensor signal clipping observed during startup surge.
+16521,2024-02-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
+16522,2024-02-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.8,False,Temperature variance narrowed after coolant nozzle cleaning.
+16523,2024-02-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.455,False,Sensor signal clipping observed during startup surge.
+16524,2024-02-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.773,False,Edge collector replayed buffered events after network recovery.
+16525,2024-02-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16526,2024-02-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.921,False,Maintenance crew confirmed lubrication interval was missed.
+16527,2024-02-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.858,False,Pressure settled back to nominal after valve reseat.
+16528,2024-02-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.667,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16529,2024-02-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Telemetry quality flag downgraded during sensor self-test window.
+16530,2024-02-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.115,False,SCADA backfill inserted two delayed telemetry points.
+16531,2024-02-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.341,False,Edge collector replayed buffered events after network recovery.
+16532,2024-02-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.786,False,Supervisory alert generated after three consecutive threshold breaches.
+16533,2024-02-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16534,2024-02-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.509,False,Thermal ramp exceeded expected warmup curve before shift start.
+16535,2024-02-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Temperature variance narrowed after coolant nozzle cleaning.
+16536,2024-02-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.799,False,Humidity baseline improved after seal replacement.
+16537,2024-02-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.799,False,Temperature variance narrowed after coolant nozzle cleaning.
+16538,2024-02-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Supervisory alert generated after three consecutive threshold breaches.
+16539,2024-02-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.711,False,SCADA backfill inserted two delayed telemetry points.
+16540,2024-02-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.78,False,Quality team requested trace review for lot 24-118B.
+16541,2024-02-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.628,False,Unbalanced load introduced cyclical pressure ripple.
+16542,2024-02-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.38,False,Dust extraction fan offline for 18 minutes on line finishing.
+16543,2024-02-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.609,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16544,2024-02-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.754,False,Bearing temperature rising faster than baseline on spindle cell.
+16545,2024-02-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.343,False,Sensor heartbeat delayed by one interval after gateway retry.
+16546,2024-02-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Coolant loop adjustment reduced chamber temperature spread.
+16547,2024-02-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.828,False,Transient outlier matched forklift impact near cabinet wall.
+16548,2024-02-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.303,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16549,2024-02-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.859,False,Hydraulic line pressure oscillation detected under load.
+16550,2024-02-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.611,False,Maintenance crew confirmed lubrication interval was missed.
+16551,2024-02-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.332,False,Telemetry quality flag downgraded during sensor self-test window.
+16552,2024-02-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.603,False,Sensor battery health remains nominal after firmware update.
+16553,2024-02-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.658,False,Maintenance crew confirmed lubrication interval was missed.
+16554,2024-02-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.833,False,Calibration check overdue by 11 days for press-line transducer.
+16555,2024-02-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.38,False,Sensor heartbeat delayed by one interval after gateway retry.
+16556,2024-02-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.816,False,Sensor battery health remains nominal after firmware update.
+16557,2024-02-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.945,False,Telemetry quality flag downgraded during sensor self-test window.
+16558,2024-02-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.322,False,Vibration baseline recovered after tool holder replacement.
+16559,2024-02-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.218,False,Humidity baseline improved after seal replacement.
+16560,2024-02-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.742,False,Short-lived packet loss observed at edge gateway gw-02.
+16561,2024-02-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.5,False,Maintenance crew confirmed lubrication interval was missed.
+16562,2024-02-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.382,False,Thermal overshoot event coincided with recipe change on furnace.
+16563,2024-02-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.817,False,Humidity baseline improved after seal replacement.
+16564,2024-02-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.378,False,Unbalanced load introduced cyclical pressure ripple.
+16565,2024-02-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.681,False,Vibration harmonics broadened during extended production run.
+16566,2024-02-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.995,False,Temperature remained elevated during unscheduled overtime run.
+16567,2024-02-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.506,False,Thermal overshoot event coincided with recipe change on furnace.
+16568,2024-02-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.548,False,Operator reset acknowledged after red-tag inspection.
+16569,2024-02-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Hydraulic line pressure oscillation detected under load.
+16570,2024-02-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.846,False,Telemetry quality flag downgraded during sensor self-test window.
+16571,2024-02-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Reliability engineer tagged sample window for model retraining.
+16572,2024-02-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.406,False,Shift handoff note referenced unusual noise near press enclosure.
+16573,2024-02-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.969,False,Unbalanced load introduced cyclical pressure ripple.
+16574,2024-02-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.403,False,Supervisory alert generated after three consecutive threshold breaches.
+16575,2024-02-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.167,False,SCADA backfill inserted two delayed telemetry points.
+16576,2024-02-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.131,False,Bearing temperature rising faster than baseline on spindle cell.
+16577,2024-02-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.458,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16578,2024-02-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.398,False,Pressure peak corresponds to oversized billet batch processing.
+16579,2024-02-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.255,False,Anomaly review flagged possible bearing wear progression.
+16580,2024-02-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.136,False,Maintenance crew confirmed lubrication interval was missed.
+16581,2024-02-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Maintenance scheduler deferred calibration due to spare shortage.
+16582,2024-02-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.062,False,Edge collector replayed buffered events after network recovery.
+16583,2024-02-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.817,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16584,2024-02-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16585,2024-02-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.053,False,Sensor signal clipping observed during startup surge.
+16586,2024-02-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.91,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16587,2024-02-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Warning threshold updated for pilot predictive-maintenance model.
+16588,2024-02-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,47.081,False,Calibration check overdue by 11 days for press-line transducer.
+16589,2024-02-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.866,False,Temporary gateway failover completed without data loss.
+16590,2024-02-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.659,False,Humidity readings track seasonal rise across late spring.
+16591,2024-02-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16592,2024-02-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.547,False,Pressure line purge completed before restart authorization.
+16593,2024-02-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Supervisory alert generated after three consecutive threshold breaches.
+16594,2024-02-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.64,False,Humidity readings track seasonal rise across late spring.
+16595,2024-02-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.828,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16596,2024-02-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.099,False,Maintenance note logged for coupling imbalance inspection.
+16597,2024-02-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16598,2024-02-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.434,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16599,2024-02-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.558,False,Telemetry quality flag downgraded during sensor self-test window.
+16600,2024-02-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.838,False,Press cycle dwell time lengthened during high-volume batch.
+16601,2024-02-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.666,False,Thermal ramp exceeded expected warmup curve before shift start.
+16602,2024-02-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.521,False,Machine idle period extended during planned sanitation window.
+16603,2024-02-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Vibration harmonics broadened during extended production run.
+16604,2024-02-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.822,False,Telemetry quality flag downgraded during sensor self-test window.
+16605,2024-02-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.208,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16606,2024-02-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.323,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16607,2024-02-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.254,False,Humidity climbed during dock-door open period in afternoon shift.
+16608,2024-02-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.391,False,Temperature remained elevated during unscheduled overtime run.
+16609,2024-02-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16610,2024-02-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.881,False,Temperature remained elevated during unscheduled overtime run.
+16611,2024-02-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Maintenance note logged for coupling imbalance inspection.
+16612,2024-02-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.294,False,Operator reported intermittent chatter on machine CNC-04.
+16613,2024-02-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Sensor battery health remains nominal after firmware update.
+16614,2024-02-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.591,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16615,2024-02-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.715,False,Reliability engineer tagged sample window for model retraining.
+16616,2024-02-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.792,False,Maintenance crew confirmed lubrication interval was missed.
+16617,2024-02-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Sensor signal clipping observed during startup surge.
+16618,2024-02-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.465,False,Temperature remained elevated during unscheduled overtime run.
+16619,2024-02-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.778,False,Pressure peak corresponds to oversized billet batch processing.
+16620,2024-02-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.535,False,Maintenance crew confirmed lubrication interval was missed.
+16621,2024-02-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Operator reset acknowledged after red-tag inspection.
+16622,2024-02-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.856,False,Night shift startup produced higher than normal vibration floor.
+16623,2024-02-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.315,False,Condensation warning cleared after dehumidifier ramp-up.
+16624,2024-02-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.351,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16625,2024-02-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Coolant loop adjustment reduced chamber temperature spread.
+16626,2024-02-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.804,False,Short-lived packet loss observed at edge gateway gw-02.
+16627,2024-02-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.192,False,Sensor battery health remains nominal after firmware update.
+16628,2024-02-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.373,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16629,2024-02-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Sensor heartbeat delayed by one interval after gateway retry.
+16630,2024-02-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.506,False,Pressure settled back to nominal after valve reseat.
+16631,2024-02-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.276,False,Temperature remained elevated during unscheduled overtime run.
+16632,2024-02-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.044,False,SCADA backfill inserted two delayed telemetry points.
+16633,2024-02-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.979,False,Sensor signal clipping observed during startup surge.
+16634,2024-02-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.639,False,Transient outlier matched forklift impact near cabinet wall.
+16635,2024-02-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16636,2024-02-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.223,False,Night shift startup produced higher than normal vibration floor.
+16637,2024-02-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.583,False,Coolant loop adjustment reduced chamber temperature spread.
+16638,2024-02-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.316,False,Temperature variance narrowed after coolant nozzle cleaning.
+16639,2024-02-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16640,2024-02-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.683,False,Anomaly review flagged possible bearing wear progression.
+16641,2024-02-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,Sensor heartbeat delayed by one interval after gateway retry.
+16642,2024-02-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.305,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16643,2024-02-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.721,False,Warning threshold updated for pilot predictive-maintenance model.
+16644,2024-02-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.003,False,Vibration harmonics broadened during extended production run.
+16645,2024-02-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.018,False,Night shift startup produced higher than normal vibration floor.
+16646,2024-02-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.346,False,Machine throughput increase drove sustained pressure uplift.
+16647,2024-02-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.049,False,Packaging line stop reduced adjacent vibration background.
+16648,2024-02-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.361,False,Bearing temperature rising faster than baseline on spindle cell.
+16649,2024-02-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Dust extraction fan offline for 18 minutes on line finishing.
+16650,2024-02-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.892,False,Humidity climbed during dock-door open period in afternoon shift.
+16651,2024-02-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.363,False,SCADA backfill inserted two delayed telemetry points.
+16652,2024-02-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.282,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16653,2024-02-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Humidity excursion near finishing booth during coating run.
+16654,2024-02-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.871,False,Sensor heartbeat delayed by one interval after gateway retry.
+16655,2024-02-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.233,False,Bearing temperature rising faster than baseline on spindle cell.
+16656,2024-02-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.682,False,Humidity climbed during dock-door open period in afternoon shift.
+16657,2024-02-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Thermal ramp exceeded expected warmup curve before shift start.
+16658,2024-02-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.52,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16659,2024-02-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.752,False,Press cycle dwell time lengthened during high-volume batch.
+16660,2024-02-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.638,False,Vibration harmonics broadened during extended production run.
+16661,2024-02-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.286,False,Press cycle dwell time lengthened during high-volume batch.
+16662,2024-02-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.343,False,Temperature remained elevated during unscheduled overtime run.
+16663,2024-02-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.659,False,Quality hold reduced finishing booth activity for one shift.
+16664,2024-02-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.224,False,Maintenance note logged for coupling imbalance inspection.
+16665,2024-02-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Pressure peak corresponds to oversized billet batch processing.
+16666,2024-02-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.124,False,Vibration burst exceeds envelope during tool change cycle.
+16667,2024-02-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.044,False,Hydraulic line pressure oscillation detected under load.
+16668,2024-02-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.699,False,Reliability engineer tagged sample window for model retraining.
+16669,2024-02-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Condensation warning cleared after dehumidifier ramp-up.
+16670,2024-02-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.652,False,Temperature variance narrowed after coolant nozzle cleaning.
+16671,2024-02-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.058,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16672,2024-02-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.864,False,Packaging line stop reduced adjacent vibration background.
+16673,2024-02-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Vibration baseline recovered after tool holder replacement.
+16674,2024-02-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.738,False,Edge collector replayed buffered events after network recovery.
+16675,2024-02-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.448,False,Temporary gateway failover completed without data loss.
+16676,2024-02-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.174,False,Quality team requested trace review for lot 24-118B.
+16677,2024-02-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.225,False,Vibration burst exceeds envelope during tool change cycle.
+16678,2024-02-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.643,False,Short-lived packet loss observed at edge gateway gw-02.
+16679,2024-02-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.576,False,Condensation warning cleared after dehumidifier ramp-up.
+16680,2024-02-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.184,False,Hydraulic line pressure oscillation detected under load.
+16681,2024-02-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Packaging line stop reduced adjacent vibration background.
+16682,2024-02-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.358,False,Humidity readings track seasonal rise across late spring.
+16683,2024-02-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16684,2024-02-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.977,False,Quality team requested trace review for lot 24-118B.
+16685,2024-02-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Vibration baseline recovered after tool holder replacement.
+16686,2024-02-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.355,False,Humidity baseline improved after seal replacement.
+16687,2024-02-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.319,False,Humidity excursion near finishing booth during coating run.
+16688,2024-02-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.771,False,Machine idle period extended during planned sanitation window.
+16689,2024-02-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16690,2024-02-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.486,False,Humidity baseline improved after seal replacement.
+16691,2024-02-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Supervisory alert generated after three consecutive threshold breaches.
+16692,2024-02-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.808,False,Quality hold reduced finishing booth activity for one shift.
+16693,2024-02-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Sensor signal clipping observed during startup surge.
+16694,2024-02-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.406,False,Shift handoff note referenced unusual noise near press enclosure.
+16695,2024-02-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.827,False,Warning threshold updated for pilot predictive-maintenance model.
+16696,2024-02-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.343,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16697,2024-02-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Night shift startup produced higher than normal vibration floor.
+16698,2024-02-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.428,False,Pressure peak corresponds to oversized billet batch processing.
+16699,2024-02-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.899,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16700,2024-02-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.37,False,Quality hold reduced finishing booth activity for one shift.
+16701,2024-02-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Press cycle dwell time lengthened during high-volume batch.
+16702,2024-02-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.004,False,Sensor battery health remains nominal after firmware update.
+16703,2024-02-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Telemetry quality flag downgraded during sensor self-test window.
+16704,2024-02-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.998,False,Warning threshold updated for pilot predictive-maintenance model.
+16705,2024-02-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Press cycle dwell time lengthened during high-volume batch.
+16706,2024-02-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.28,False,Machine throughput increase drove sustained pressure uplift.
+16707,2024-02-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.502,False,Maintenance crew confirmed lubrication interval was missed.
+16708,2024-02-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.703,False,Temperature remained elevated during unscheduled overtime run.
+16709,2024-02-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.777,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16710,2024-02-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.995,False,Unbalanced load introduced cyclical pressure ripple.
+16711,2024-02-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Edge collector replayed buffered events after network recovery.
+16712,2024-02-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.881,False,Humidity climbed during dock-door open period in afternoon shift.
+16713,2024-02-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.626,False,Air handler maintenance reduced humidity variance on finishing line.
+16714,2024-02-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.598,False,Thermal ramp exceeded expected warmup curve before shift start.
+16715,2024-02-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16716,2024-02-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.001,False,Humidity excursion near finishing booth during coating run.
+16717,2024-02-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Sensor battery health remains nominal after firmware update.
+16718,2024-02-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16719,2024-02-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.016,False,Sensor enclosure opened for manual calibration verification.
+16720,2024-02-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.106,False,Unbalanced load introduced cyclical pressure ripple.
+16721,2024-02-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.799,False,Temporary gateway failover completed without data loss.
+16722,2024-02-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.819,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16723,2024-02-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Vibration baseline recovered after tool holder replacement.
+16724,2024-02-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.582,False,Humidity climbed during dock-door open period in afternoon shift.
+16725,2024-02-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.624,False,Humidity readings track seasonal rise across late spring.
+16726,2024-02-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.753,False,Vibration burst exceeds envelope during tool change cycle.
+16727,2024-02-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.36,False,Machine throughput increase drove sustained pressure uplift.
+16728,2024-02-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.065,False,SCADA backfill inserted two delayed telemetry points.
+16729,2024-02-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.149,False,Air handler maintenance reduced humidity variance on finishing line.
+16730,2024-02-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Maintenance scheduler deferred calibration due to spare shortage.
+16731,2024-02-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.899,False,Humidity readings track seasonal rise across late spring.
+16732,2024-02-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.987,False,Machine idle period extended during planned sanitation window.
+16733,2024-02-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.677,False,Hydraulic line pressure oscillation detected under load.
+16734,2024-02-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.032,False,Pressure peak corresponds to oversized billet batch processing.
+16735,2024-02-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.654,False,Hydraulic line pressure oscillation detected under load.
+16736,2024-02-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.939,False,Shift handoff note referenced unusual noise near press enclosure.
+16737,2024-02-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16738,2024-02-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.594,False,Supervisory alert generated after three consecutive threshold breaches.
+16739,2024-02-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.063,False,Supervisory alert generated after three consecutive threshold breaches.
+16740,2024-02-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.67,False,Quality hold reduced finishing booth activity for one shift.
+16741,2024-02-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Transient outlier matched forklift impact near cabinet wall.
+16742,2024-02-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.09,False,Machine idle period extended during planned sanitation window.
+16743,2024-02-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Temporary gateway failover completed without data loss.
+16744,2024-02-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.732,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16745,2024-02-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.338,False,Hydraulic line pressure oscillation detected under load.
+16746,2024-02-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.22,False,Press cycle dwell time lengthened during high-volume batch.
+16747,2024-02-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Thermal ramp exceeded expected warmup curve before shift start.
+16748,2024-02-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.985,False,Short-lived packet loss observed at edge gateway gw-02.
+16749,2024-02-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16750,2024-02-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.552,False,Reliability engineer tagged sample window for model retraining.
+16751,2024-02-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Reliability engineer tagged sample window for model retraining.
+16752,2024-02-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.843,False,Telemetry quality flag downgraded during sensor self-test window.
+16753,2024-02-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.631,False,Shift handoff note referenced unusual noise near press enclosure.
+16754,2024-02-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.183,False,Humidity climbed during dock-door open period in afternoon shift.
+16755,2024-02-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Warning threshold updated for pilot predictive-maintenance model.
+16756,2024-02-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.392,False,Air handler maintenance reduced humidity variance on finishing line.
+16757,2024-02-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.411,False,Temperature remained elevated during unscheduled overtime run.
+16758,2024-02-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.355,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16759,2024-02-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Humidity baseline improved after seal replacement.
+16760,2024-02-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.468,False,Sensor signal clipping observed during startup surge.
+16761,2024-02-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Maintenance crew confirmed lubrication interval was missed.
+16762,2024-02-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.576,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16763,2024-02-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.201,False,Packaging line stop reduced adjacent vibration background.
+16764,2024-02-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.88,False,Dust extraction fan offline for 18 minutes on line finishing.
+16765,2024-02-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.244,False,Maintenance note logged for coupling imbalance inspection.
+16766,2024-02-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.738,False,Supervisory alert generated after three consecutive threshold breaches.
+16767,2024-02-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Reliability engineer tagged sample window for model retraining.
+16768,2024-02-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16769,2024-02-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Short-lived packet loss observed at edge gateway gw-02.
+16770,2024-02-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.129,False,Temporary gateway failover completed without data loss.
+16771,2024-02-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.672,False,Sensor heartbeat delayed by one interval after gateway retry.
+16772,2024-02-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.282,False,Pressure settled back to nominal after valve reseat.
+16773,2024-02-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.018,False,Sensor signal clipping observed during startup surge.
+16774,2024-02-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.125,False,Vibration burst exceeds envelope during tool change cycle.
+16775,2024-02-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.949,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16776,2024-02-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.009,False,Operator reset acknowledged after red-tag inspection.
+16777,2024-02-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Supervisory alert generated after three consecutive threshold breaches.
+16778,2024-02-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16779,2024-02-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.894,False,Humidity readings track seasonal rise across late spring.
+16780,2024-02-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.866,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16781,2024-02-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16782,2024-02-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.384,False,Air handler maintenance reduced humidity variance on finishing line.
+16783,2024-02-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.051,False,Warning threshold updated for pilot predictive-maintenance model.
+16784,2024-02-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.404,False,Coolant loop adjustment reduced chamber temperature spread.
+16785,2024-02-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Humidity climbed during dock-door open period in afternoon shift.
+16786,2024-02-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.054,False,Night shift startup produced higher than normal vibration floor.
+16787,2024-02-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.304,False,Machine idle period extended during planned sanitation window.
+16788,2024-02-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.953,False,Humidity excursion near finishing booth during coating run.
+16789,2024-02-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.835,False,Pressure peak corresponds to oversized billet batch processing.
+16790,2024-02-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.292,False,Temperature remained elevated during unscheduled overtime run.
+16791,2024-02-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Vibration burst exceeds envelope during tool change cycle.
+16792,2024-02-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.728,False,Maintenance scheduler deferred calibration due to spare shortage.
+16793,2024-02-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.015,False,Operator reset acknowledged after red-tag inspection.
+16794,2024-02-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.894,False,Temperature variance narrowed after coolant nozzle cleaning.
+16795,2024-02-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Anomaly review flagged possible bearing wear progression.
+16796,2024-02-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.557,False,Calibration check overdue by 11 days for press-line transducer.
+16797,2024-02-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.773,False,Anomaly review flagged possible bearing wear progression.
+16798,2024-02-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.134,False,Pressure settled back to nominal after valve reseat.
+16799,2024-02-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Sensor heartbeat delayed by one interval after gateway retry.
+16800,2024-02-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.912,False,Temporary gateway failover completed without data loss.
+16801,2024-02-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Humidity readings track seasonal rise across late spring.
+16802,2024-02-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.323,False,Operator reported intermittent chatter on machine CNC-04.
+16803,2024-02-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16804,2024-02-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.62,False,Transient outlier matched forklift impact near cabinet wall.
+16805,2024-02-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Operator reset acknowledged after red-tag inspection.
+16806,2024-02-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.325,False,Pressure line purge completed before restart authorization.
+16807,2024-02-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.555,False,Maintenance crew confirmed lubrication interval was missed.
+16808,2024-02-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.261,False,Humidity readings track seasonal rise across late spring.
+16809,2024-02-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Transient outlier matched forklift impact near cabinet wall.
+16810,2024-02-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.835,False,Unbalanced load introduced cyclical pressure ripple.
+16811,2024-02-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.366,False,Bearing temperature rising faster than baseline on spindle cell.
+16812,2024-02-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.505,False,Dust extraction fan offline for 18 minutes on line finishing.
+16813,2024-02-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Edge collector replayed buffered events after network recovery.
+16814,2024-02-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.024,False,Machine throughput increase drove sustained pressure uplift.
+16815,2024-02-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Night shift startup produced higher than normal vibration floor.
+16816,2024-02-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Transient outlier matched forklift impact near cabinet wall.
+16817,2024-02-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Maintenance note logged for coupling imbalance inspection.
+16818,2024-02-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.326,False,Vibration harmonics broadened during extended production run.
+16819,2024-02-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.667,False,Temperature remained elevated during unscheduled overtime run.
+16820,2024-02-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.308,False,Press cycle dwell time lengthened during high-volume batch.
+16821,2024-02-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.694,False,Quality hold reduced finishing booth activity for one shift.
+16822,2024-02-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.186,False,Machine idle period extended during planned sanitation window.
+16823,2024-02-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.463,False,Humidity readings track seasonal rise across late spring.
+16824,2024-02-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.819,False,SCADA backfill inserted two delayed telemetry points.
+16825,2024-02-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.306,False,Humidity readings track seasonal rise across late spring.
+16826,2024-02-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.586,False,Press cycle dwell time lengthened during high-volume batch.
+16827,2024-02-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.668,False,Sensor battery health remains nominal after firmware update.
+16828,2024-02-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.852,False,Maintenance scheduler deferred calibration due to spare shortage.
+16829,2024-02-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.291,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16830,2024-02-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.383,False,Telemetry quality flag downgraded during sensor self-test window.
+16831,2024-02-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Operator reported intermittent chatter on machine CNC-04.
+16832,2024-02-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.872,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16833,2024-02-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Shift handoff note referenced unusual noise near press enclosure.
+16834,2024-02-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.773,False,Thermal overshoot event coincided with recipe change on furnace.
+16835,2024-02-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Humidity climbed during dock-door open period in afternoon shift.
+16836,2024-02-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.019,False,Edge collector replayed buffered events after network recovery.
+16837,2024-02-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.394,False,Humidity climbed during dock-door open period in afternoon shift.
+16838,2024-02-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.659,False,Humidity baseline improved after seal replacement.
+16839,2024-02-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.788,False,Temperature variance narrowed after coolant nozzle cleaning.
+16840,2024-02-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.985,False,Operator reset acknowledged after red-tag inspection.
+16841,2024-02-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Pressure peak corresponds to oversized billet batch processing.
+16842,2024-02-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.464,False,Maintenance crew confirmed lubrication interval was missed.
+16843,2024-02-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.913,False,Telemetry quality flag downgraded during sensor self-test window.
+16844,2024-02-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.566,False,Warning threshold updated for pilot predictive-maintenance model.
+16845,2024-02-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Coolant loop adjustment reduced chamber temperature spread.
+16846,2024-02-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.642,False,Press cycle dwell time lengthened during high-volume batch.
+16847,2024-02-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Anomaly review flagged possible bearing wear progression.
+16848,2024-02-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.007,False,Quality team requested trace review for lot 24-118B.
+16849,2024-02-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.658,False,Warning threshold updated for pilot predictive-maintenance model.
+16850,2024-02-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.511,False,Thermal ramp exceeded expected warmup curve before shift start.
+16851,2024-02-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.325,False,Calibration check overdue by 11 days for press-line transducer.
+16852,2024-02-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.731,False,Pressure peak corresponds to oversized billet batch processing.
+16853,2024-02-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Quality team requested trace review for lot 24-118B.
+16854,2024-02-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.737,False,Operator reset acknowledged after red-tag inspection.
+16855,2024-02-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Edge collector replayed buffered events after network recovery.
+16856,2024-02-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.357,False,Supervisory alert generated after three consecutive threshold breaches.
+16857,2024-02-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.451,False,Temperature remained elevated during unscheduled overtime run.
+16858,2024-02-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.185,False,Calibration check overdue by 11 days for press-line transducer.
+16859,2024-02-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Maintenance scheduler deferred calibration due to spare shortage.
+16860,2024-02-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.385,False,Operator reported intermittent chatter on machine CNC-04.
+16861,2024-02-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Anomaly review flagged possible bearing wear progression.
+16862,2024-02-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.912,False,Machine idle period extended during planned sanitation window.
+16863,2024-02-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.934,False,Quality hold reduced finishing booth activity for one shift.
+16864,2024-02-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.07,False,Coolant loop adjustment reduced chamber temperature spread.
+16865,2024-02-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.115,False,Temporary gateway failover completed without data loss.
+16866,2024-02-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.287,False,Short-lived packet loss observed at edge gateway gw-02.
+16867,2024-02-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Maintenance crew confirmed lubrication interval was missed.
+16868,2024-02-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.765,False,Humidity climbed during dock-door open period in afternoon shift.
+16869,2024-02-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.562,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16870,2024-02-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.335,False,Press cycle dwell time lengthened during high-volume batch.
+16871,2024-02-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.482,False,Anomaly review flagged possible bearing wear progression.
+16872,2024-02-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.387,False,Temporary gateway failover completed without data loss.
+16873,2024-02-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Humidity climbed during dock-door open period in afternoon shift.
+16874,2024-02-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.49,False,Sensor signal clipping observed during startup surge.
+16875,2024-02-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16876,2024-02-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.755,False,Unbalanced load introduced cyclical pressure ripple.
+16877,2024-02-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Ambient temperature stabilized after HVAC stage-two engagement.
+16878,2024-02-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.484,False,Sensor signal clipping observed during startup surge.
+16879,2024-02-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.574,False,Maintenance crew confirmed lubrication interval was missed.
+16880,2024-02-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.393,False,Packaging line stop reduced adjacent vibration background.
+16881,2024-02-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Dust extraction fan offline for 18 minutes on line finishing.
+16882,2024-02-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.616,False,Humidity climbed during dock-door open period in afternoon shift.
+16883,2024-02-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Vibration burst exceeds envelope during tool change cycle.
+16884,2024-02-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.109,False,Operator reset acknowledged after red-tag inspection.
+16885,2024-02-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.157,False,Humidity baseline improved after seal replacement.
+16886,2024-02-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.277,False,Operator reported intermittent chatter on machine CNC-04.
+16887,2024-02-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.788,False,Supervisory alert generated after three consecutive threshold breaches.
+16888,2024-02-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.152,False,Warning threshold updated for pilot predictive-maintenance model.
+16889,2024-02-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.072,False,Sensor enclosure opened for manual calibration verification.
+16890,2024-02-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.1,False,Calibration check overdue by 11 days for press-line transducer.
+16891,2024-02-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.808,False,Quality hold reduced finishing booth activity for one shift.
+16892,2024-02-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Temperature remained elevated during unscheduled overtime run.
+16893,2024-02-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.234,False,Press cycle dwell time lengthened during high-volume batch.
+16894,2024-02-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.724,False,Pressure line purge completed before restart authorization.
+16895,2024-02-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.615,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16896,2024-02-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.03,False,Vibration baseline recovered after tool holder replacement.
+16897,2024-02-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Sensor enclosure opened for manual calibration verification.
+16898,2024-02-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.222,False,Humidity excursion near finishing booth during coating run.
+16899,2024-02-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.472,False,Humidity excursion near finishing booth during coating run.
+16900,2024-02-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.547,False,Sensor signal clipping observed during startup surge.
+16901,2024-02-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.1,False,Humidity readings track seasonal rise across late spring.
+16902,2024-02-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.805,False,Humidity climbed during dock-door open period in afternoon shift.
+16903,2024-02-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.113,False,Short-lived packet loss observed at edge gateway gw-02.
+16904,2024-02-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.913,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16905,2024-02-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.826,False,Temperature variance narrowed after coolant nozzle cleaning.
+16906,2024-02-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.022,False,Sensor heartbeat delayed by one interval after gateway retry.
+16907,2024-02-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.579,False,Unbalanced load introduced cyclical pressure ripple.
+16908,2024-02-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.324,False,Pressure peak corresponds to oversized billet batch processing.
+16909,2024-02-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Humidity climbed during dock-door open period in afternoon shift.
+16910,2024-02-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.439,False,Bearing temperature rising faster than baseline on spindle cell.
+16911,2024-02-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.622,False,SCADA backfill inserted two delayed telemetry points.
+16912,2024-02-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.095,False,Machine idle period extended during planned sanitation window.
+16913,2024-02-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.76,False,Transient outlier matched forklift impact near cabinet wall.
+16914,2024-02-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16915,2024-02-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.376,False,Edge collector replayed buffered events after network recovery.
+16916,2024-02-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.617,False,Thermal ramp exceeded expected warmup curve before shift start.
+16917,2024-02-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Machine throughput increase drove sustained pressure uplift.
+16918,2024-02-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.364,False,Calibration check overdue by 11 days for press-line transducer.
+16919,2024-02-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.838,False,Machine throughput increase drove sustained pressure uplift.
+16920,2024-02-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.554,False,Humidity climbed during dock-door open period in afternoon shift.
+16921,2024-02-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Humidity excursion near finishing booth during coating run.
+16922,2024-02-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.481,False,Thermal ramp exceeded expected warmup curve before shift start.
+16923,2024-02-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.07,False,Bearing temperature rising faster than baseline on spindle cell.
+16924,2024-02-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.18,False,Coolant loop adjustment reduced chamber temperature spread.
+16925,2024-02-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.073,False,Humidity excursion near finishing booth during coating run.
+16926,2024-02-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.852,False,Vibration burst exceeds envelope during tool change cycle.
+16927,2024-02-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.437,False,Reliability engineer tagged sample window for model retraining.
+16928,2024-02-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.927,False,Quality team requested trace review for lot 24-118B.
+16929,2024-02-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Maintenance scheduler deferred calibration due to spare shortage.
+16930,2024-02-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.35,False,Anomaly review flagged possible bearing wear progression.
+16931,2024-02-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+16932,2024-02-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.205,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16933,2024-02-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.337,False,Machine idle period extended during planned sanitation window.
+16934,2024-02-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.767,False,Temperature remained elevated during unscheduled overtime run.
+16935,2024-02-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.507,False,Humidity climbed during dock-door open period in afternoon shift.
+16936,2024-02-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.352,False,Maintenance note logged for coupling imbalance inspection.
+16937,2024-02-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.212,False,Condensation warning cleared after dehumidifier ramp-up.
+16938,2024-02-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.596,False,Sensor signal clipping observed during startup surge.
+16939,2024-02-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Thermal ramp exceeded expected warmup curve before shift start.
+16940,2024-02-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.648,False,Night shift startup produced higher than normal vibration floor.
+16941,2024-02-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Warning threshold updated for pilot predictive-maintenance model.
+16942,2024-02-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.241,False,Reliability engineer tagged sample window for model retraining.
+16943,2024-02-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.017,False,Condensation warning cleared after dehumidifier ramp-up.
+16944,2024-02-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.436,False,Short-lived packet loss observed at edge gateway gw-02.
+16945,2024-02-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.494,False,SCADA backfill inserted two delayed telemetry points.
+16946,2024-02-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Maintenance crew confirmed lubrication interval was missed.
+16947,2024-02-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Press cycle dwell time lengthened during high-volume batch.
+16948,2024-02-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.698,False,Short-lived packet loss observed at edge gateway gw-02.
+16949,2024-02-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Edge collector replayed buffered events after network recovery.
+16950,2024-02-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.463,False,Hydraulic line pressure oscillation detected under load.
+16951,2024-02-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.506,False,Sensor heartbeat delayed by one interval after gateway retry.
+16952,2024-02-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.4,False,Maintenance scheduler deferred calibration due to spare shortage.
+16953,2024-02-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.636,False,Coolant loop adjustment reduced chamber temperature spread.
+16954,2024-02-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.133,False,Humidity readings track seasonal rise across late spring.
+16955,2024-02-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Operator reset acknowledged after red-tag inspection.
+16956,2024-02-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.169,False,Vibration burst exceeds envelope during tool change cycle.
+16957,2024-02-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Machine throughput increase drove sustained pressure uplift.
+16958,2024-02-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.082,False,Vibration burst exceeds envelope during tool change cycle.
+16959,2024-02-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.422,False,Maintenance note logged for coupling imbalance inspection.
+16960,2024-02-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.438,False,Telemetry quality flag downgraded during sensor self-test window.
+16961,2024-02-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Humidity excursion near finishing booth during coating run.
+16962,2024-02-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.76,False,Thermal overshoot event coincided with recipe change on furnace.
+16963,2024-02-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+16964,2024-02-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.85,False,Sensor heartbeat delayed by one interval after gateway retry.
+16965,2024-02-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.658,False,Humidity baseline improved after seal replacement.
+16966,2024-02-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.189,False,Pressure settled back to nominal after valve reseat.
+16967,2024-02-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Heat-treat furnace door cycling increased localized temperature spikes.
+16968,2024-02-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.784,False,Quality team requested trace review for lot 24-118B.
+16969,2024-02-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Sensor signal clipping observed during startup surge.
+16970,2024-02-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.764,False,Pressure peak corresponds to oversized billet batch processing.
+16971,2024-02-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Quality team requested trace review for lot 24-118B.
+16972,2024-02-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,30.656,False,Maintenance scheduler deferred calibration due to spare shortage.
+16973,2024-02-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.269,False,Press cycle dwell time lengthened during high-volume batch.
+16974,2024-02-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.449,False,Sensor battery health remains nominal after firmware update.
+16975,2024-02-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.487,False,Sensor 3 drift suspected after cross-check with manual gauge.
+16976,2024-02-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.329,False,Telemetry quality flag downgraded during sensor self-test window.
+16977,2024-02-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Quality team requested trace review for lot 24-118B.
+16978,2024-02-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.947,False,Press cycle dwell time lengthened during high-volume batch.
+16979,2024-02-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.221,False,Sensor enclosure opened for manual calibration verification.
+16980,2024-02-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.513,False,Night shift startup produced higher than normal vibration floor.
+16981,2024-02-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Quality hold reduced finishing booth activity for one shift.
+16982,2024-02-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.197,False,Anomaly review flagged possible bearing wear progression.
+16983,2024-02-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.049,False,Humidity readings track seasonal rise across late spring.
+16984,2024-02-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.364,False,Humidity baseline improved after seal replacement.
+16985,2024-02-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.02,False,Vibration harmonics broadened during extended production run.
+16986,2024-02-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.078,False,Maintenance scheduler deferred calibration due to spare shortage.
+16987,2024-02-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.813,False,Pressure peak corresponds to oversized billet batch processing.
+16988,2024-02-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
+16989,2024-02-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.269,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16990,2024-02-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.781,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+16991,2024-02-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.349,False,Temperature remained elevated during unscheduled overtime run.
+16992,2024-02-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.472,False,Operator reported intermittent chatter on machine CNC-04.
+16993,2024-02-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Condensation warning cleared after dehumidifier ramp-up.
+16994,2024-02-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.919,False,Thermal overshoot event coincided with recipe change on furnace.
+16995,2024-02-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.237,False,Maintenance crew confirmed lubrication interval was missed.
+16996,2024-02-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.339,False,Sensor battery health remains nominal after firmware update.
+16997,2024-02-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.644,False,Calibration check overdue by 11 days for press-line transducer.
+16998,2024-02-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.775,False,Anomaly review flagged possible bearing wear progression.
+16999,2024-02-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.28,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17000,2024-02-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.315,False,Dust extraction fan offline for 18 minutes on line finishing.
+17001,2024-02-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Maintenance scheduler deferred calibration due to spare shortage.
+17002,2024-02-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.514,False,Sensor signal clipping observed during startup surge.
+17003,2024-02-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,SCADA backfill inserted two delayed telemetry points.
+17004,2024-02-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.601,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17005,2024-02-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.854,False,Temperature variance narrowed after coolant nozzle cleaning.
+17006,2024-02-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.081,False,Thermal overshoot event coincided with recipe change on furnace.
+17007,2024-02-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.176,False,Vibration burst exceeds envelope during tool change cycle.
+17008,2024-02-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.026,False,Vibration baseline recovered after tool holder replacement.
+17009,2024-02-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.351,False,Anomaly review flagged possible bearing wear progression.
+17010,2024-02-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.43,False,Quality hold reduced finishing booth activity for one shift.
+17011,2024-02-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.075,False,Maintenance scheduler deferred calibration due to spare shortage.
+17012,2024-02-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.668,False,Temporary gateway failover completed without data loss.
+17013,2024-02-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.404,False,Maintenance scheduler deferred calibration due to spare shortage.
+17014,2024-02-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.828,False,SCADA backfill inserted two delayed telemetry points.
+17015,2024-02-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.296,False,Maintenance crew confirmed lubrication interval was missed.
+17016,2024-02-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.344,False,Humidity readings track seasonal rise across late spring.
+17017,2024-02-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Sensor battery health remains nominal after firmware update.
+17018,2024-02-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.065,False,Humidity baseline improved after seal replacement.
+17019,2024-02-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Machine idle period extended during planned sanitation window.
+17020,2024-02-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.756,False,Night shift startup produced higher than normal vibration floor.
+17021,2024-02-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Pressure peak corresponds to oversized billet batch processing.
+17022,2024-02-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.415,False,Humidity readings track seasonal rise across late spring.
+17023,2024-02-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17024,2024-02-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.714,False,Short-lived packet loss observed at edge gateway gw-02.
+17025,2024-02-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Vibration baseline recovered after tool holder replacement.
+17026,2024-02-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.181,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17027,2024-02-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.009,False,Unbalanced load introduced cyclical pressure ripple.
+17028,2024-02-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.931,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17029,2024-02-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Edge collector replayed buffered events after network recovery.
+17030,2024-02-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.662,False,Telemetry quality flag downgraded during sensor self-test window.
+17031,2024-02-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Thermal overshoot event coincided with recipe change on furnace.
+17032,2024-02-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.137,False,Thermal ramp exceeded expected warmup curve before shift start.
+17033,2024-02-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.545,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17034,2024-02-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.097,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17035,2024-02-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.341,False,Maintenance scheduler deferred calibration due to spare shortage.
+17036,2024-02-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.373,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17037,2024-02-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.605,False,Reliability engineer tagged sample window for model retraining.
+17038,2024-02-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.503,False,Vibration burst exceeds envelope during tool change cycle.
+17039,2024-02-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Thermal ramp exceeded expected warmup curve before shift start.
+17040,2024-02-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.667,False,Calibration check overdue by 11 days for press-line transducer.
+17041,2024-02-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.015,False,Pressure peak corresponds to oversized billet batch processing.
+17042,2024-02-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.398,False,Temperature variance narrowed after coolant nozzle cleaning.
+17043,2024-02-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Anomaly review flagged possible bearing wear progression.
+17044,2024-02-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.141,False,Machine idle period extended during planned sanitation window.
+17045,2024-02-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.917,False,Vibration harmonics broadened during extended production run.
+17046,2024-02-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17047,2024-02-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.325,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17048,2024-02-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.062,False,Maintenance crew confirmed lubrication interval was missed.
+17049,2024-02-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.078,False,Maintenance note logged for coupling imbalance inspection.
+17050,2024-02-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.799,False,SCADA backfill inserted two delayed telemetry points.
+17051,2024-02-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Unbalanced load introduced cyclical pressure ripple.
+17052,2024-02-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.199,False,Temperature remained elevated during unscheduled overtime run.
+17053,2024-02-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Coolant loop adjustment reduced chamber temperature spread.
+17054,2024-02-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.551,False,Reliability engineer tagged sample window for model retraining.
+17055,2024-02-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.403,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17056,2024-02-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.069,False,Calibration check overdue by 11 days for press-line transducer.
+17057,2024-02-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.962,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17058,2024-02-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.831,False,Machine throughput increase drove sustained pressure uplift.
+17059,2024-02-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.004,False,Temporary gateway failover completed without data loss.
+17060,2024-02-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.258,False,Maintenance note logged for coupling imbalance inspection.
+17061,2024-02-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.621,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17062,2024-02-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.758,False,Packaging line stop reduced adjacent vibration background.
+17063,2024-02-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Operator reset acknowledged after red-tag inspection.
+17064,2024-02-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.138,False,Operator reported intermittent chatter on machine CNC-04.
+17065,2024-02-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.993,False,Telemetry quality flag downgraded during sensor self-test window.
+17066,2024-02-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.465,False,Calibration check overdue by 11 days for press-line transducer.
+17067,2024-02-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.183,False,Telemetry quality flag downgraded during sensor self-test window.
+17068,2024-02-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.688,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17069,2024-02-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.559,False,Reliability engineer tagged sample window for model retraining.
+17070,2024-02-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.912,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17071,2024-02-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.406,False,Thermal overshoot event coincided with recipe change on furnace.
+17072,2024-02-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.111,False,Condensation warning cleared after dehumidifier ramp-up.
+17073,2024-02-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Maintenance scheduler deferred calibration due to spare shortage.
+17074,2024-02-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Pressure settled back to nominal after valve reseat.
+17075,2024-02-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Press cycle dwell time lengthened during high-volume batch.
+17076,2024-02-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.503,False,Humidity readings track seasonal rise across late spring.
+17077,2024-02-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.592,False,Dust extraction fan offline for 18 minutes on line finishing.
+17078,2024-02-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.288,False,Quality hold reduced finishing booth activity for one shift.
+17079,2024-02-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.488,False,Machine idle period extended during planned sanitation window.
+17080,2024-02-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.726,False,Condensation warning cleared after dehumidifier ramp-up.
+17081,2024-02-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Humidity baseline improved after seal replacement.
+17082,2024-02-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.497,False,Humidity readings track seasonal rise across late spring.
+17083,2024-02-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.723,False,Hydraulic line pressure oscillation detected under load.
+17084,2024-02-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.113,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17085,2024-02-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.601,False,Thermal overshoot event coincided with recipe change on furnace.
+17086,2024-02-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.416,False,Short-lived packet loss observed at edge gateway gw-02.
+17087,2024-02-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Hydraulic line pressure oscillation detected under load.
+17088,2024-02-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17089,2024-02-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17090,2024-02-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17091,2024-02-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.057,False,Anomaly review flagged possible bearing wear progression.
+17092,2024-02-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.381,False,Sensor enclosure opened for manual calibration verification.
+17093,2024-02-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Hydraulic line pressure oscillation detected under load.
+17094,2024-02-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.643,False,Maintenance crew confirmed lubrication interval was missed.
+17095,2024-02-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.83,False,Vibration harmonics broadened during extended production run.
+17096,2024-02-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.62,False,Machine throughput increase drove sustained pressure uplift.
+17097,2024-02-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.642,False,Packaging line stop reduced adjacent vibration background.
+17098,2024-02-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.984,False,Pressure settled back to nominal after valve reseat.
+17099,2024-02-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.831,False,Thermal overshoot event coincided with recipe change on furnace.
+17100,2024-02-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.973,False,Calibration check overdue by 11 days for press-line transducer.
+17101,2024-02-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Telemetry quality flag downgraded during sensor self-test window.
+17102,2024-02-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.985,False,Vibration burst exceeds envelope during tool change cycle.
+17103,2024-02-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.465,False,Sensor heartbeat delayed by one interval after gateway retry.
+17104,2024-02-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.763,False,Calibration check overdue by 11 days for press-line transducer.
+17105,2024-02-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17106,2024-02-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.678,False,Telemetry quality flag downgraded during sensor self-test window.
+17107,2024-02-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.437,False,Transient outlier matched forklift impact near cabinet wall.
+17108,2024-02-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.265,False,Humidity readings track seasonal rise across late spring.
+17109,2024-02-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17110,2024-02-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.038,False,Anomaly review flagged possible bearing wear progression.
+17111,2024-02-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Bearing temperature rising faster than baseline on spindle cell.
+17112,2024-02-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.357,False,Maintenance crew confirmed lubrication interval was missed.
+17113,2024-02-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17114,2024-02-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.215,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17115,2024-02-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.665,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17116,2024-02-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.799,False,Machine idle period extended during planned sanitation window.
+17117,2024-02-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.457,False,Maintenance crew confirmed lubrication interval was missed.
+17118,2024-02-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.216,False,Hydraulic line pressure oscillation detected under load.
+17119,2024-02-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.295,False,Machine idle period extended during planned sanitation window.
+17120,2024-02-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.867,False,Transient outlier matched forklift impact near cabinet wall.
+17121,2024-02-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.304,False,Shift handoff note referenced unusual noise near press enclosure.
+17122,2024-02-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.248,False,Coolant loop adjustment reduced chamber temperature spread.
+17123,2024-02-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.837,False,Coolant loop adjustment reduced chamber temperature spread.
+17124,2024-02-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.695,False,Humidity readings track seasonal rise across late spring.
+17125,2024-02-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Hydraulic line pressure oscillation detected under load.
+17126,2024-02-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.687,False,Pressure line purge completed before restart authorization.
+17127,2024-02-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Air handler maintenance reduced humidity variance on finishing line.
+17128,2024-02-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.444,False,Shift handoff note referenced unusual noise near press enclosure.
+17129,2024-02-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.648,False,Maintenance crew confirmed lubrication interval was missed.
+17130,2024-02-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.517,False,Machine idle period extended during planned sanitation window.
+17131,2024-02-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.624,False,Quality team requested trace review for lot 24-118B.
+17132,2024-02-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.191,False,Shift handoff note referenced unusual noise near press enclosure.
+17133,2024-02-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.992,False,Vibration burst exceeds envelope during tool change cycle.
+17134,2024-02-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.865,False,Quality team requested trace review for lot 24-118B.
+17135,2024-02-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17136,2024-02-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.871,False,Operator reset acknowledged after red-tag inspection.
+17137,2024-02-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Anomaly review flagged possible bearing wear progression.
+17138,2024-02-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.453,False,Bearing temperature rising faster than baseline on spindle cell.
+17139,2024-02-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.707,False,Sensor enclosure opened for manual calibration verification.
+17140,2024-02-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.526,False,Humidity readings track seasonal rise across late spring.
+17141,2024-02-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17142,2024-02-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.842,False,Sensor enclosure opened for manual calibration verification.
+17143,2024-02-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.892,False,Unbalanced load introduced cyclical pressure ripple.
+17144,2024-02-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.513,False,Pressure settled back to nominal after valve reseat.
+17145,2024-02-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Temperature variance narrowed after coolant nozzle cleaning.
+17146,2024-02-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.701,False,Quality team requested trace review for lot 24-118B.
+17147,2024-02-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.224,False,Temperature variance narrowed after coolant nozzle cleaning.
+17148,2024-02-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.546,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17149,2024-02-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.962,False,Humidity climbed during dock-door open period in afternoon shift.
+17150,2024-02-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.668,False,Pressure line purge completed before restart authorization.
+17151,2024-02-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.494,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17152,2024-02-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.076,False,Short-lived packet loss observed at edge gateway gw-02.
+17153,2024-02-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Sensor enclosure opened for manual calibration verification.
+17154,2024-02-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.043,False,Transient outlier matched forklift impact near cabinet wall.
+17155,2024-02-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.618,False,Sensor battery health remains nominal after firmware update.
+17156,2024-02-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.344,False,Humidity climbed during dock-door open period in afternoon shift.
+17157,2024-02-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Unbalanced load introduced cyclical pressure ripple.
+17158,2024-02-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.377,False,Humidity climbed during dock-door open period in afternoon shift.
+17159,2024-02-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.333,False,Telemetry quality flag downgraded during sensor self-test window.
+17160,2024-02-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.087,False,SCADA backfill inserted two delayed telemetry points.
+17161,2024-02-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.563,False,Pressure line purge completed before restart authorization.
+17162,2024-02-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.715,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17163,2024-02-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Air handler maintenance reduced humidity variance on finishing line.
+17164,2024-02-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Pressure line purge completed before restart authorization.
+17165,2024-02-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Air handler maintenance reduced humidity variance on finishing line.
+17166,2024-02-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.876,False,Night shift startup produced higher than normal vibration floor.
+17167,2024-02-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.096,False,Sensor battery health remains nominal after firmware update.
+17168,2024-02-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.703,False,Calibration check overdue by 11 days for press-line transducer.
+17169,2024-02-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.904,False,SCADA backfill inserted two delayed telemetry points.
+17170,2024-02-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.253,False,Sensor battery health remains nominal after firmware update.
+17171,2024-02-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Pressure settled back to nominal after valve reseat.
+17172,2024-02-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.232,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17173,2024-02-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17174,2024-02-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.839,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17175,2024-02-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Thermal overshoot event coincided with recipe change on furnace.
+17176,2024-02-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.712,False,Vibration burst exceeds envelope during tool change cycle.
+17177,2024-02-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.684,False,Thermal overshoot event coincided with recipe change on furnace.
+17178,2024-02-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.561,False,Pressure settled back to nominal after valve reseat.
+17179,2024-02-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.903,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17180,2024-02-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.128,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17181,2024-02-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.567,False,Maintenance note logged for coupling imbalance inspection.
+17182,2024-02-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.22,False,Maintenance crew confirmed lubrication interval was missed.
+17183,2024-02-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Air handler maintenance reduced humidity variance on finishing line.
+17184,2024-02-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.96,False,Shift handoff note referenced unusual noise near press enclosure.
+17185,2024-02-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.208,False,Calibration check overdue by 11 days for press-line transducer.
+17186,2024-02-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.6,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17187,2024-02-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.66,False,Sensor enclosure opened for manual calibration verification.
+17188,2024-02-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.854,False,Air handler maintenance reduced humidity variance on finishing line.
+17189,2024-02-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.339,False,Vibration baseline recovered after tool holder replacement.
+17190,2024-02-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.875,False,Anomaly review flagged possible bearing wear progression.
+17191,2024-02-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.153,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17192,2024-02-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.458,False,Unbalanced load introduced cyclical pressure ripple.
+17193,2024-02-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.356,False,Unbalanced load introduced cyclical pressure ripple.
+17194,2024-02-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.368,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17195,2024-02-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.223,False,Maintenance crew confirmed lubrication interval was missed.
+17196,2024-02-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.327,False,Condensation warning cleared after dehumidifier ramp-up.
+17197,2024-02-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.622,False,Air handler maintenance reduced humidity variance on finishing line.
+17198,2024-02-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.16,False,Machine idle period extended during planned sanitation window.
+17199,2024-02-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.16,False,Thermal ramp exceeded expected warmup curve before shift start.
+17200,2024-02-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.671,False,Quality hold reduced finishing booth activity for one shift.
+17201,2024-02-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Condensation warning cleared after dehumidifier ramp-up.
+17202,2024-02-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.274,False,Shift handoff note referenced unusual noise near press enclosure.
+17203,2024-02-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.492,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17204,2024-02-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17205,2024-02-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.995,False,Coolant loop adjustment reduced chamber temperature spread.
+17206,2024-02-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.688,False,Quality hold reduced finishing booth activity for one shift.
+17207,2024-02-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.883,False,Thermal ramp exceeded expected warmup curve before shift start.
+17208,2024-02-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.119,False,Press cycle dwell time lengthened during high-volume batch.
+17209,2024-02-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Unbalanced load introduced cyclical pressure ripple.
+17210,2024-02-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.601,False,Humidity baseline improved after seal replacement.
+17211,2024-02-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.569,False,Thermal overshoot event coincided with recipe change on furnace.
+17212,2024-02-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.093,False,Packaging line stop reduced adjacent vibration background.
+17213,2024-02-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.038,False,Maintenance scheduler deferred calibration due to spare shortage.
+17214,2024-02-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.882,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17215,2024-02-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.368,False,Sensor enclosure opened for manual calibration verification.
+17216,2024-02-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.409,False,Machine throughput increase drove sustained pressure uplift.
+17217,2024-02-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.321,False,Pressure peak corresponds to oversized billet batch processing.
+17218,2024-02-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.262,False,Press cycle dwell time lengthened during high-volume batch.
+17219,2024-02-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.069,False,Night shift startup produced higher than normal vibration floor.
+17220,2024-02-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17221,2024-02-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Press cycle dwell time lengthened during high-volume batch.
+17222,2024-02-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.948,False,Sensor battery health remains nominal after firmware update.
+17223,2024-02-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.875,False,Temperature variance narrowed after coolant nozzle cleaning.
+17224,2024-02-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.707,False,Temporary gateway failover completed without data loss.
+17225,2024-02-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.872,False,Warning threshold updated for pilot predictive-maintenance model.
+17226,2024-02-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.603,False,Hydraulic line pressure oscillation detected under load.
+17227,2024-02-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Supervisory alert generated after three consecutive threshold breaches.
+17228,2024-02-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.238,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17229,2024-02-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.797,False,Thermal ramp exceeded expected warmup curve before shift start.
+17230,2024-02-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.814,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17231,2024-02-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Vibration burst exceeds envelope during tool change cycle.
+17232,2024-02-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.003,False,Short-lived packet loss observed at edge gateway gw-02.
+17233,2024-02-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Transient outlier matched forklift impact near cabinet wall.
+17234,2024-02-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.186,False,Hydraulic line pressure oscillation detected under load.
+17235,2024-02-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.011,False,Machine idle period extended during planned sanitation window.
+17236,2024-02-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.7,False,Calibration check overdue by 11 days for press-line transducer.
+17237,2024-02-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Telemetry quality flag downgraded during sensor self-test window.
+17238,2024-02-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.282,False,Pressure settled back to nominal after valve reseat.
+17239,2024-02-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17240,2024-02-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.429,False,Hydraulic line pressure oscillation detected under load.
+17241,2024-02-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Short-lived packet loss observed at edge gateway gw-02.
+17242,2024-02-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.959,False,Pressure settled back to nominal after valve reseat.
+17243,2024-02-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.283,False,Quality team requested trace review for lot 24-118B.
+17244,2024-02-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17245,2024-02-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,SCADA backfill inserted two delayed telemetry points.
+17246,2024-02-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.37,False,Pressure settled back to nominal after valve reseat.
+17247,2024-02-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.534,False,Telemetry quality flag downgraded during sensor self-test window.
+17248,2024-02-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.679,False,Machine idle period extended during planned sanitation window.
+17249,2024-02-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.354,False,Unbalanced load introduced cyclical pressure ripple.
+17250,2024-02-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.611,False,Sensor enclosure opened for manual calibration verification.
+17251,2024-02-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Quality hold reduced finishing booth activity for one shift.
+17252,2024-02-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.115,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17253,2024-02-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.106,False,Pressure line purge completed before restart authorization.
+17254,2024-02-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.956,False,Operator reset acknowledged after red-tag inspection.
+17255,2024-02-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.276,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17256,2024-02-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.739,False,Pressure settled back to nominal after valve reseat.
+17257,2024-02-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.963,False,Vibration harmonics broadened during extended production run.
+17258,2024-02-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.252,False,Supervisory alert generated after three consecutive threshold breaches.
+17259,2024-02-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Reliability engineer tagged sample window for model retraining.
+17260,2024-02-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.736,False,Maintenance note logged for coupling imbalance inspection.
+17261,2024-02-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Supervisory alert generated after three consecutive threshold breaches.
+17262,2024-02-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.696,False,Pressure line purge completed before restart authorization.
+17263,2024-02-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.124,False,Reliability engineer tagged sample window for model retraining.
+17264,2024-02-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.549,False,Condensation warning cleared after dehumidifier ramp-up.
+17265,2024-02-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Shift handoff note referenced unusual noise near press enclosure.
+17266,2024-02-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.661,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17267,2024-02-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Reliability engineer tagged sample window for model retraining.
+17268,2024-02-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.821,False,Telemetry quality flag downgraded during sensor self-test window.
+17269,2024-02-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.666,False,Transient outlier matched forklift impact near cabinet wall.
+17270,2024-02-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.343,False,Machine throughput increase drove sustained pressure uplift.
+17271,2024-02-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.115,False,Pressure settled back to nominal after valve reseat.
+17272,2024-02-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.89,False,Operator reported intermittent chatter on machine CNC-04.
+17273,2024-02-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.47,False,Sensor heartbeat delayed by one interval after gateway retry.
+17274,2024-02-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.038,False,Pressure peak corresponds to oversized billet batch processing.
+17275,2024-02-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.558,False,Vibration burst exceeds envelope during tool change cycle.
+17276,2024-02-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.866,False,SCADA backfill inserted two delayed telemetry points.
+17277,2024-02-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.429,False,Press cycle dwell time lengthened during high-volume batch.
+17278,2024-02-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.941,False,Reliability engineer tagged sample window for model retraining.
+17279,2024-02-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Quality team requested trace review for lot 24-118B.
+17280,2024-02-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17281,2024-03-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Maintenance scheduler deferred calibration due to spare shortage.
+17282,2024-03-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.214,False,Edge collector replayed buffered events after network recovery.
+17283,2024-03-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.159,False,Sensor signal clipping observed during startup surge.
+17284,2024-03-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17285,2024-03-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Transient outlier matched forklift impact near cabinet wall.
+17286,2024-03-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.552,False,Condensation warning cleared after dehumidifier ramp-up.
+17287,2024-03-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Vibration baseline recovered after tool holder replacement.
+17288,2024-03-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.526,False,Vibration baseline recovered after tool holder replacement.
+17289,2024-03-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.929,False,Thermal ramp exceeded expected warmup curve before shift start.
+17290,2024-03-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.734,False,Telemetry quality flag downgraded during sensor self-test window.
+17291,2024-03-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17292,2024-03-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.311,False,Maintenance scheduler deferred calibration due to spare shortage.
+17293,2024-03-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.572,False,Vibration baseline recovered after tool holder replacement.
+17294,2024-03-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.728,False,Machine throughput increase drove sustained pressure uplift.
+17295,2024-03-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17296,2024-03-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.971,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17297,2024-03-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Supervisory alert generated after three consecutive threshold breaches.
+17298,2024-03-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.081,False,Vibration harmonics broadened during extended production run.
+17299,2024-03-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.147,False,Quality hold reduced finishing booth activity for one shift.
+17300,2024-03-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.005,False,Sensor heartbeat delayed by one interval after gateway retry.
+17301,2024-03-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Edge collector replayed buffered events after network recovery.
+17302,2024-03-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.682,False,Operator reset acknowledged after red-tag inspection.
+17303,2024-03-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Pressure settled back to nominal after valve reseat.
+17304,2024-03-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.702,False,Humidity readings track seasonal rise across late spring.
+17305,2024-03-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17306,2024-03-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.546,False,Quality team requested trace review for lot 24-118B.
+17307,2024-03-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.41,False,Unbalanced load introduced cyclical pressure ripple.
+17308,2024-03-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.134,False,Night shift startup produced higher than normal vibration floor.
+17309,2024-03-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.058,False,Operator reset acknowledged after red-tag inspection.
+17310,2024-03-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.351,False,Temperature remained elevated during unscheduled overtime run.
+17311,2024-03-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Machine idle period extended during planned sanitation window.
+17312,2024-03-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.229,False,Machine throughput increase drove sustained pressure uplift.
+17313,2024-03-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.761,False,Maintenance scheduler deferred calibration due to spare shortage.
+17314,2024-03-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.966,False,Telemetry quality flag downgraded during sensor self-test window.
+17315,2024-03-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.816,False,Vibration burst exceeds envelope during tool change cycle.
+17316,2024-03-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.0,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17317,2024-03-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.316,False,Machine throughput increase drove sustained pressure uplift.
+17318,2024-03-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.341,False,Transient outlier matched forklift impact near cabinet wall.
+17319,2024-03-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.959,False,Humidity climbed during dock-door open period in afternoon shift.
+17320,2024-03-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.893,False,Pressure peak corresponds to oversized billet batch processing.
+17321,2024-03-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.751,False,Bearing temperature rising faster than baseline on spindle cell.
+17322,2024-03-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.639,False,Vibration harmonics broadened during extended production run.
+17323,2024-03-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.921,False,Vibration baseline recovered after tool holder replacement.
+17324,2024-03-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.277,False,Vibration burst exceeds envelope during tool change cycle.
+17325,2024-03-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.803,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17326,2024-03-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.281,False,Operator reset acknowledged after red-tag inspection.
+17327,2024-03-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.363,False,Machine idle period extended during planned sanitation window.
+17328,2024-03-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.79,False,Coolant loop adjustment reduced chamber temperature spread.
+17329,2024-03-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.893,False,Maintenance note logged for coupling imbalance inspection.
+17330,2024-03-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.873,False,Sensor battery health remains nominal after firmware update.
+17331,2024-03-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Quality team requested trace review for lot 24-118B.
+17332,2024-03-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.574,False,Machine throughput increase drove sustained pressure uplift.
+17333,2024-03-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.064,False,Dust extraction fan offline for 18 minutes on line finishing.
+17334,2024-03-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.982,False,Bearing temperature rising faster than baseline on spindle cell.
+17335,2024-03-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.289,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17336,2024-03-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.147,False,Unbalanced load introduced cyclical pressure ripple.
+17337,2024-03-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.076,False,Edge collector replayed buffered events after network recovery.
+17338,2024-03-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.847,False,Sensor enclosure opened for manual calibration verification.
+17339,2024-03-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Reliability engineer tagged sample window for model retraining.
+17340,2024-03-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.513,False,Air handler maintenance reduced humidity variance on finishing line.
+17341,2024-03-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.809,False,Vibration harmonics broadened during extended production run.
+17342,2024-03-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.068,False,Calibration check overdue by 11 days for press-line transducer.
+17343,2024-03-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.497,False,Short-lived packet loss observed at edge gateway gw-02.
+17344,2024-03-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.57,False,Sensor battery health remains nominal after firmware update.
+17345,2024-03-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.148,False,Pressure peak corresponds to oversized billet batch processing.
+17346,2024-03-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.747,False,Temporary gateway failover completed without data loss.
+17347,2024-03-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17348,2024-03-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.204,False,Unbalanced load introduced cyclical pressure ripple.
+17349,2024-03-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Pressure peak corresponds to oversized billet batch processing.
+17350,2024-03-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.901,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17351,2024-03-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.16,False,Short-lived packet loss observed at edge gateway gw-02.
+17352,2024-03-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.31,False,Bearing temperature rising faster than baseline on spindle cell.
+17353,2024-03-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.142,False,Packaging line stop reduced adjacent vibration background.
+17354,2024-03-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.505,False,Quality team requested trace review for lot 24-118B.
+17355,2024-03-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.387,False,Short-lived packet loss observed at edge gateway gw-02.
+17356,2024-03-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,49.161,False,Quality hold reduced finishing booth activity for one shift.
+17357,2024-03-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.493,False,Supervisory alert generated after three consecutive threshold breaches.
+17358,2024-03-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.166,False,Condensation warning cleared after dehumidifier ramp-up.
+17359,2024-03-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.189,False,Warning threshold updated for pilot predictive-maintenance model.
+17360,2024-03-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.354,False,Coolant loop adjustment reduced chamber temperature spread.
+17361,2024-03-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.699,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17362,2024-03-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.063,False,Warning threshold updated for pilot predictive-maintenance model.
+17363,2024-03-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.487,False,Humidity excursion near finishing booth during coating run.
+17364,2024-03-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.208,False,Pressure settled back to nominal after valve reseat.
+17365,2024-03-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.135,False,Quality team requested trace review for lot 24-118B.
+17366,2024-03-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.932,False,Shift handoff note referenced unusual noise near press enclosure.
+17367,2024-03-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Coolant loop adjustment reduced chamber temperature spread.
+17368,2024-03-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.529,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17369,2024-03-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Thermal ramp exceeded expected warmup curve before shift start.
+17370,2024-03-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.426,False,Thermal overshoot event coincided with recipe change on furnace.
+17371,2024-03-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Machine idle period extended during planned sanitation window.
+17372,2024-03-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.36,False,Unbalanced load introduced cyclical pressure ripple.
+17373,2024-03-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Pressure line purge completed before restart authorization.
+17374,2024-03-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17375,2024-03-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.575,False,Sensor battery health remains nominal after firmware update.
+17376,2024-03-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17377,2024-03-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.551,False,Temperature variance narrowed after coolant nozzle cleaning.
+17378,2024-03-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.516,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17379,2024-03-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.562,False,Machine idle period extended during planned sanitation window.
+17380,2024-03-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.596,False,Machine throughput increase drove sustained pressure uplift.
+17381,2024-03-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Night shift startup produced higher than normal vibration floor.
+17382,2024-03-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.959,False,Temporary gateway failover completed without data loss.
+17383,2024-03-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.35,False,Machine idle period extended during planned sanitation window.
+17384,2024-03-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.521,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17385,2024-03-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Temperature variance narrowed after coolant nozzle cleaning.
+17386,2024-03-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.103,False,Pressure line purge completed before restart authorization.
+17387,2024-03-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Hydraulic line pressure oscillation detected under load.
+17388,2024-03-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.772,False,Machine throughput increase drove sustained pressure uplift.
+17389,2024-03-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.467,False,Vibration burst exceeds envelope during tool change cycle.
+17390,2024-03-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.828,False,Shift handoff note referenced unusual noise near press enclosure.
+17391,2024-03-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.216,False,Packaging line stop reduced adjacent vibration background.
+17392,2024-03-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.511,False,Vibration harmonics broadened during extended production run.
+17393,2024-03-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Thermal ramp exceeded expected warmup curve before shift start.
+17394,2024-03-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.367,False,Temperature variance narrowed after coolant nozzle cleaning.
+17395,2024-03-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Humidity baseline improved after seal replacement.
+17396,2024-03-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.919,False,Humidity excursion near finishing booth during coating run.
+17397,2024-03-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Edge collector replayed buffered events after network recovery.
+17398,2024-03-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.766,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17399,2024-03-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.381,False,Humidity baseline improved after seal replacement.
+17400,2024-03-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.31,False,Vibration burst exceeds envelope during tool change cycle.
+17401,2024-03-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Machine idle period extended during planned sanitation window.
+17402,2024-03-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.709,False,Temperature variance narrowed after coolant nozzle cleaning.
+17403,2024-03-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,Sensor enclosure opened for manual calibration verification.
+17404,2024-03-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.036,False,Temporary gateway failover completed without data loss.
+17405,2024-03-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.266,False,Sensor signal clipping observed during startup surge.
+17406,2024-03-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.863,False,Pressure peak corresponds to oversized billet batch processing.
+17407,2024-03-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.046,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17408,2024-03-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.166,False,Pressure line purge completed before restart authorization.
+17409,2024-03-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.494,False,Operator reset acknowledged after red-tag inspection.
+17410,2024-03-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.544,False,Reliability engineer tagged sample window for model retraining.
+17411,2024-03-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.969,False,Calibration check overdue by 11 days for press-line transducer.
+17412,2024-03-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
+17413,2024-03-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,SCADA backfill inserted two delayed telemetry points.
+17414,2024-03-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.435,False,Packaging line stop reduced adjacent vibration background.
+17415,2024-03-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.15,False,Quality team requested trace review for lot 24-118B.
+17416,2024-03-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.795,False,Edge collector replayed buffered events after network recovery.
+17417,2024-03-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.817,False,Unbalanced load introduced cyclical pressure ripple.
+17418,2024-03-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.703,False,Anomaly review flagged possible bearing wear progression.
+17419,2024-03-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.358,False,Night shift startup produced higher than normal vibration floor.
+17420,2024-03-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.21,False,Pressure settled back to nominal after valve reseat.
+17421,2024-03-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.502,False,Machine throughput increase drove sustained pressure uplift.
+17422,2024-03-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17423,2024-03-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Shift handoff note referenced unusual noise near press enclosure.
+17424,2024-03-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.533,False,Calibration check overdue by 11 days for press-line transducer.
+17425,2024-03-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Operator reported intermittent chatter on machine CNC-04.
+17426,2024-03-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.602,False,Sensor enclosure opened for manual calibration verification.
+17427,2024-03-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.254,False,Pressure peak corresponds to oversized billet batch processing.
+17428,2024-03-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.777,False,Packaging line stop reduced adjacent vibration background.
+17429,2024-03-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.458,False,Calibration check overdue by 11 days for press-line transducer.
+17430,2024-03-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.549,False,Sensor signal clipping observed during startup surge.
+17431,2024-03-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.231,False,Thermal ramp exceeded expected warmup curve before shift start.
+17432,2024-03-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.975,False,Sensor signal clipping observed during startup surge.
+17433,2024-03-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Sensor heartbeat delayed by one interval after gateway retry.
+17434,2024-03-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.355,False,Humidity baseline improved after seal replacement.
+17435,2024-03-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.244,False,Temperature remained elevated during unscheduled overtime run.
+17436,2024-03-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.949,False,Calibration check overdue by 11 days for press-line transducer.
+17437,2024-03-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.353,False,Pressure settled back to nominal after valve reseat.
+17438,2024-03-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.37,False,Humidity climbed during dock-door open period in afternoon shift.
+17439,2024-03-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.601,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17440,2024-03-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.148,False,Operator reported intermittent chatter on machine CNC-04.
+17441,2024-03-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.097,False,Vibration harmonics broadened during extended production run.
+17442,2024-03-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.706,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17443,2024-03-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Unbalanced load introduced cyclical pressure ripple.
+17444,2024-03-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.239,False,SCADA backfill inserted two delayed telemetry points.
+17445,2024-03-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17446,2024-03-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.383,False,Vibration burst exceeds envelope during tool change cycle.
+17447,2024-03-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Maintenance crew confirmed lubrication interval was missed.
+17448,2024-03-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.673,False,Thermal ramp exceeded expected warmup curve before shift start.
+17449,2024-03-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.995,False,Calibration check overdue by 11 days for press-line transducer.
+17450,2024-03-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Unbalanced load introduced cyclical pressure ripple.
+17451,2024-03-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Temperature remained elevated during unscheduled overtime run.
+17452,2024-03-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.811,False,Thermal overshoot event coincided with recipe change on furnace.
+17453,2024-03-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.813,False,Temperature remained elevated during unscheduled overtime run.
+17454,2024-03-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.632,False,Humidity baseline improved after seal replacement.
+17455,2024-03-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Temperature remained elevated during unscheduled overtime run.
+17456,2024-03-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.73,False,Coolant loop adjustment reduced chamber temperature spread.
+17457,2024-03-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Temperature variance narrowed after coolant nozzle cleaning.
+17458,2024-03-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.078,False,Warning threshold updated for pilot predictive-maintenance model.
+17459,2024-03-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.629,False,Maintenance note logged for coupling imbalance inspection.
+17460,2024-03-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.361,False,Humidity readings track seasonal rise across late spring.
+17461,2024-03-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.858,False,Quality hold reduced finishing booth activity for one shift.
+17462,2024-03-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.475,False,Vibration burst exceeds envelope during tool change cycle.
+17463,2024-03-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.016,False,Temperature variance narrowed after coolant nozzle cleaning.
+17464,2024-03-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.617,False,Transient outlier matched forklift impact near cabinet wall.
+17465,2024-03-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.241,False,Quality team requested trace review for lot 24-118B.
+17466,2024-03-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.979,False,Humidity excursion near finishing booth during coating run.
+17467,2024-03-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Pressure peak corresponds to oversized billet batch processing.
+17468,2024-03-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.128,False,Quality team requested trace review for lot 24-118B.
+17469,2024-03-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.987,False,Transient outlier matched forklift impact near cabinet wall.
+17470,2024-03-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.265,False,Sensor heartbeat delayed by one interval after gateway retry.
+17471,2024-03-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.904,False,Humidity baseline improved after seal replacement.
+17472,2024-03-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.081,False,Bearing temperature rising faster than baseline on spindle cell.
+17473,2024-03-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17474,2024-03-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.045,False,Humidity baseline improved after seal replacement.
+17475,2024-03-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.572,False,Machine throughput increase drove sustained pressure uplift.
+17476,2024-03-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.229,False,Vibration harmonics broadened during extended production run.
+17477,2024-03-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Condensation warning cleared after dehumidifier ramp-up.
+17478,2024-03-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.004,False,Maintenance note logged for coupling imbalance inspection.
+17479,2024-03-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Calibration check overdue by 11 days for press-line transducer.
+17480,2024-03-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.248,False,Vibration harmonics broadened during extended production run.
+17481,2024-03-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.349,False,Temperature variance narrowed after coolant nozzle cleaning.
+17482,2024-03-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.014,False,Bearing temperature rising faster than baseline on spindle cell.
+17483,2024-03-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.42,False,Maintenance crew confirmed lubrication interval was missed.
+17484,2024-03-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.442,False,Temperature variance narrowed after coolant nozzle cleaning.
+17485,2024-03-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.731,False,Vibration burst exceeds envelope during tool change cycle.
+17486,2024-03-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.585,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17487,2024-03-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.659,False,Transient outlier matched forklift impact near cabinet wall.
+17488,2024-03-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.296,False,Pressure line purge completed before restart authorization.
+17489,2024-03-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Packaging line stop reduced adjacent vibration background.
+17490,2024-03-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.229,False,Air handler maintenance reduced humidity variance on finishing line.
+17491,2024-03-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.584,False,Shift handoff note referenced unusual noise near press enclosure.
+17492,2024-03-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.128,False,Sensor signal clipping observed during startup surge.
+17493,2024-03-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.698,False,Humidity baseline improved after seal replacement.
+17494,2024-03-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.737,False,Short-lived packet loss observed at edge gateway gw-02.
+17495,2024-03-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.77,False,Quality team requested trace review for lot 24-118B.
+17496,2024-03-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.905,False,Warning threshold updated for pilot predictive-maintenance model.
+17497,2024-03-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.026,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17498,2024-03-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.794,False,Pressure line purge completed before restart authorization.
+17499,2024-03-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Anomaly review flagged possible bearing wear progression.
+17500,2024-03-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.769,False,Vibration burst exceeds envelope during tool change cycle.
+17501,2024-03-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.142,False,Humidity readings track seasonal rise across late spring.
+17502,2024-03-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.154,False,Short-lived packet loss observed at edge gateway gw-02.
+17503,2024-03-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.341,False,Quality team requested trace review for lot 24-118B.
+17504,2024-03-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.987,False,Sensor heartbeat delayed by one interval after gateway retry.
+17505,2024-03-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17506,2024-03-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.093,False,Dust extraction fan offline for 18 minutes on line finishing.
+17507,2024-03-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Maintenance crew confirmed lubrication interval was missed.
+17508,2024-03-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.703,False,Vibration burst exceeds envelope during tool change cycle.
+17509,2024-03-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.702,False,Humidity readings track seasonal rise across late spring.
+17510,2024-03-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.83,False,Temperature variance narrowed after coolant nozzle cleaning.
+17511,2024-03-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.393,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17512,2024-03-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.631,False,Sensor battery health remains nominal after firmware update.
+17513,2024-03-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.382,False,Thermal overshoot event coincided with recipe change on furnace.
+17514,2024-03-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.366,False,Maintenance crew confirmed lubrication interval was missed.
+17515,2024-03-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.709,False,Sensor heartbeat delayed by one interval after gateway retry.
+17516,2024-03-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.029,False,Anomaly review flagged possible bearing wear progression.
+17517,2024-03-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.114,False,Telemetry quality flag downgraded during sensor self-test window.
+17518,2024-03-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.668,False,Humidity readings track seasonal rise across late spring.
+17519,2024-03-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Dust extraction fan offline for 18 minutes on line finishing.
+17520,2024-03-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.334,False,Maintenance crew confirmed lubrication interval was missed.
+17521,2024-03-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.285,False,Edge collector replayed buffered events after network recovery.
+17522,2024-03-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.07,False,Quality hold reduced finishing booth activity for one shift.
+17523,2024-03-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.852,False,Vibration baseline recovered after tool holder replacement.
+17524,2024-03-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.919,False,Packaging line stop reduced adjacent vibration background.
+17525,2024-03-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Edge collector replayed buffered events after network recovery.
+17526,2024-03-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.688,False,Dust extraction fan offline for 18 minutes on line finishing.
+17527,2024-03-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.016,False,Condensation warning cleared after dehumidifier ramp-up.
+17528,2024-03-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.989,False,Operator reported intermittent chatter on machine CNC-04.
+17529,2024-03-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.888,False,Humidity baseline improved after seal replacement.
+17530,2024-03-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.927,False,Sensor heartbeat delayed by one interval after gateway retry.
+17531,2024-03-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.189,False,Machine idle period extended during planned sanitation window.
+17532,2024-03-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.523,False,Condensation warning cleared after dehumidifier ramp-up.
+17533,2024-03-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.312,False,Humidity readings track seasonal rise across late spring.
+17534,2024-03-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.977,False,Hydraulic line pressure oscillation detected under load.
+17535,2024-03-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.994,False,Humidity excursion near finishing booth during coating run.
+17536,2024-03-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.638,False,Supervisory alert generated after three consecutive threshold breaches.
+17537,2024-03-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Coolant loop adjustment reduced chamber temperature spread.
+17538,2024-03-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.462,False,Condensation warning cleared after dehumidifier ramp-up.
+17539,2024-03-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.685,False,Shift handoff note referenced unusual noise near press enclosure.
+17540,2024-03-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.801,False,Transient outlier matched forklift impact near cabinet wall.
+17541,2024-03-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.914,False,Vibration harmonics broadened during extended production run.
+17542,2024-03-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.156,False,Temperature variance narrowed after coolant nozzle cleaning.
+17543,2024-03-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Humidity readings track seasonal rise across late spring.
+17544,2024-03-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.905,False,Press cycle dwell time lengthened during high-volume batch.
+17545,2024-03-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.911,False,Sensor signal clipping observed during startup surge.
+17546,2024-03-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.855,False,Sensor heartbeat delayed by one interval after gateway retry.
+17547,2024-03-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.279,False,Humidity readings track seasonal rise across late spring.
+17548,2024-03-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.702,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17549,2024-03-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Warning threshold updated for pilot predictive-maintenance model.
+17550,2024-03-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.666,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17551,2024-03-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.505,False,Vibration burst exceeds envelope during tool change cycle.
+17552,2024-03-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.537,False,Sensor enclosure opened for manual calibration verification.
+17553,2024-03-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Night shift startup produced higher than normal vibration floor.
+17554,2024-03-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.248,False,Telemetry quality flag downgraded during sensor self-test window.
+17555,2024-03-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.35,False,Quality hold reduced finishing booth activity for one shift.
+17556,2024-03-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.871,False,Sensor enclosure opened for manual calibration verification.
+17557,2024-03-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.475,False,Telemetry quality flag downgraded during sensor self-test window.
+17558,2024-03-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.38,False,Coolant loop adjustment reduced chamber temperature spread.
+17559,2024-03-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Thermal overshoot event coincided with recipe change on furnace.
+17560,2024-03-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.103,False,Condensation warning cleared after dehumidifier ramp-up.
+17561,2024-03-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17562,2024-03-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.028,False,Operator reset acknowledged after red-tag inspection.
+17563,2024-03-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.504,False,Transient outlier matched forklift impact near cabinet wall.
+17564,2024-03-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.467,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17565,2024-03-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Operator reported intermittent chatter on machine CNC-04.
+17566,2024-03-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.863,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17567,2024-03-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.422,False,Operator reset acknowledged after red-tag inspection.
+17568,2024-03-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.273,False,Quality hold reduced finishing booth activity for one shift.
+17569,2024-03-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.276,False,Machine throughput increase drove sustained pressure uplift.
+17570,2024-03-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.146,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17571,2024-03-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Operator reported intermittent chatter on machine CNC-04.
+17572,2024-03-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.167,False,Quality team requested trace review for lot 24-118B.
+17573,2024-03-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.129,False,Supervisory alert generated after three consecutive threshold breaches.
+17574,2024-03-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.753,False,Dust extraction fan offline for 18 minutes on line finishing.
+17575,2024-03-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.445,False,Shift handoff note referenced unusual noise near press enclosure.
+17576,2024-03-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.294,False,Sensor battery health remains nominal after firmware update.
+17577,2024-03-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.683,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17578,2024-03-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.014,False,Vibration harmonics broadened during extended production run.
+17579,2024-03-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.201,False,Calibration check overdue by 11 days for press-line transducer.
+17580,2024-03-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.596,False,Warning threshold updated for pilot predictive-maintenance model.
+17581,2024-03-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.507,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17582,2024-03-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.234,False,Pressure peak corresponds to oversized billet batch processing.
+17583,2024-03-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Humidity climbed during dock-door open period in afternoon shift.
+17584,2024-03-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.457,False,Air handler maintenance reduced humidity variance on finishing line.
+17585,2024-03-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Temporary gateway failover completed without data loss.
+17586,2024-03-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.103,False,Quality team requested trace review for lot 24-118B.
+17587,2024-03-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Condensation warning cleared after dehumidifier ramp-up.
+17588,2024-03-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.868,False,Transient outlier matched forklift impact near cabinet wall.
+17589,2024-03-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17590,2024-03-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.211,False,Quality team requested trace review for lot 24-118B.
+17591,2024-03-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.921,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17592,2024-03-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.814,False,Humidity readings track seasonal rise across late spring.
+17593,2024-03-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.095,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17594,2024-03-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.53,False,Packaging line stop reduced adjacent vibration background.
+17595,2024-03-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Vibration burst exceeds envelope during tool change cycle.
+17596,2024-03-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.857,False,Unbalanced load introduced cyclical pressure ripple.
+17597,2024-03-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Maintenance note logged for coupling imbalance inspection.
+17598,2024-03-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.609,False,Operator reported intermittent chatter on machine CNC-04.
+17599,2024-03-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.736,False,Shift handoff note referenced unusual noise near press enclosure.
+17600,2024-03-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.102,False,Pressure peak corresponds to oversized billet batch processing.
+17601,2024-03-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.508,False,Maintenance note logged for coupling imbalance inspection.
+17602,2024-03-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.274,False,Bearing temperature rising faster than baseline on spindle cell.
+17603,2024-03-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Vibration baseline recovered after tool holder replacement.
+17604,2024-03-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.837,False,Reliability engineer tagged sample window for model retraining.
+17605,2024-03-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Operator reported intermittent chatter on machine CNC-04.
+17606,2024-03-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.354,False,Thermal overshoot event coincided with recipe change on furnace.
+17607,2024-03-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.693,False,Machine idle period extended during planned sanitation window.
+17608,2024-03-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.069,False,Humidity baseline improved after seal replacement.
+17609,2024-03-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Sensor enclosure opened for manual calibration verification.
+17610,2024-03-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.859,False,Thermal overshoot event coincided with recipe change on furnace.
+17611,2024-03-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.833,False,Sensor signal clipping observed during startup surge.
+17612,2024-03-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.124,False,Maintenance crew confirmed lubrication interval was missed.
+17613,2024-03-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.606,False,Sensor enclosure opened for manual calibration verification.
+17614,2024-03-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.806,False,Operator reset acknowledged after red-tag inspection.
+17615,2024-03-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.935,False,Thermal ramp exceeded expected warmup curve before shift start.
+17616,2024-03-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.102,False,Air handler maintenance reduced humidity variance on finishing line.
+17617,2024-03-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.961,False,Sensor signal clipping observed during startup surge.
+17618,2024-03-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.687,False,Coolant loop adjustment reduced chamber temperature spread.
+17619,2024-03-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.265,False,Sensor heartbeat delayed by one interval after gateway retry.
+17620,2024-03-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.618,False,Unbalanced load introduced cyclical pressure ripple.
+17621,2024-03-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.105,False,Pressure settled back to nominal after valve reseat.
+17622,2024-03-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.347,False,Short-lived packet loss observed at edge gateway gw-02.
+17623,2024-03-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Pressure line purge completed before restart authorization.
+17624,2024-03-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.257,False,Dust extraction fan offline for 18 minutes on line finishing.
+17625,2024-03-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.644,False,Anomaly review flagged possible bearing wear progression.
+17626,2024-03-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.047,False,Supervisory alert generated after three consecutive threshold breaches.
+17627,2024-03-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Humidity readings track seasonal rise across late spring.
+17628,2024-03-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.174,False,Vibration burst exceeds envelope during tool change cycle.
+17629,2024-03-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17630,2024-03-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.351,False,Supervisory alert generated after three consecutive threshold breaches.
+17631,2024-03-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Operator reported intermittent chatter on machine CNC-04.
+17632,2024-03-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.494,False,Operator reset acknowledged after red-tag inspection.
+17633,2024-03-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Coolant loop adjustment reduced chamber temperature spread.
+17634,2024-03-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.694,False,Sensor enclosure opened for manual calibration verification.
+17635,2024-03-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.618,False,Coolant loop adjustment reduced chamber temperature spread.
+17636,2024-03-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.143,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17637,2024-03-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.179,False,Maintenance scheduler deferred calibration due to spare shortage.
+17638,2024-03-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.921,False,Air handler maintenance reduced humidity variance on finishing line.
+17639,2024-03-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.186,False,Pressure peak corresponds to oversized billet batch processing.
+17640,2024-03-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.318,False,Sensor signal clipping observed during startup surge.
+17641,2024-03-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17642,2024-03-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.897,False,Temperature variance narrowed after coolant nozzle cleaning.
+17643,2024-03-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.763,False,Calibration check overdue by 11 days for press-line transducer.
+17644,2024-03-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.37,False,Short-lived packet loss observed at edge gateway gw-02.
+17645,2024-03-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.173,False,Telemetry quality flag downgraded during sensor self-test window.
+17646,2024-03-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.146,False,SCADA backfill inserted two delayed telemetry points.
+17647,2024-03-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Air handler maintenance reduced humidity variance on finishing line.
+17648,2024-03-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.445,False,SCADA backfill inserted two delayed telemetry points.
+17649,2024-03-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.002,False,Pressure line purge completed before restart authorization.
+17650,2024-03-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.369,False,Sensor battery health remains nominal after firmware update.
+17651,2024-03-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Packaging line stop reduced adjacent vibration background.
+17652,2024-03-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.014,False,Reliability engineer tagged sample window for model retraining.
+17653,2024-03-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Temperature remained elevated during unscheduled overtime run.
+17654,2024-03-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17655,2024-03-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.819,False,Vibration burst exceeds envelope during tool change cycle.
+17656,2024-03-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.522,False,Dust extraction fan offline for 18 minutes on line finishing.
+17657,2024-03-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Thermal ramp exceeded expected warmup curve before shift start.
+17658,2024-03-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.328,False,Vibration baseline recovered after tool holder replacement.
+17659,2024-03-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.177,False,Thermal overshoot event coincided with recipe change on furnace.
+17660,2024-03-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.916,False,Warning threshold updated for pilot predictive-maintenance model.
+17661,2024-03-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Coolant loop adjustment reduced chamber temperature spread.
+17662,2024-03-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.912,False,Temperature remained elevated during unscheduled overtime run.
+17663,2024-03-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Anomaly review flagged possible bearing wear progression.
+17664,2024-03-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.534,False,Quality team requested trace review for lot 24-118B.
+17665,2024-03-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17666,2024-03-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.452,False,Coolant loop adjustment reduced chamber temperature spread.
+17667,2024-03-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17668,2024-03-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.175,False,Shift handoff note referenced unusual noise near press enclosure.
+17669,2024-03-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.307,False,Dust extraction fan offline for 18 minutes on line finishing.
+17670,2024-03-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.867,False,Quality team requested trace review for lot 24-118B.
+17671,2024-03-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.357,False,Condensation warning cleared after dehumidifier ramp-up.
+17672,2024-03-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.521,False,Temperature variance narrowed after coolant nozzle cleaning.
+17673,2024-03-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Anomaly review flagged possible bearing wear progression.
+17674,2024-03-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.512,False,Humidity climbed during dock-door open period in afternoon shift.
+17675,2024-03-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.645,False,Humidity climbed during dock-door open period in afternoon shift.
+17676,2024-03-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.624,False,Shift handoff note referenced unusual noise near press enclosure.
+17677,2024-03-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17678,2024-03-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.938,False,Temperature remained elevated during unscheduled overtime run.
+17679,2024-03-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.244,False,Humidity baseline improved after seal replacement.
+17680,2024-03-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.626,False,Bearing temperature rising faster than baseline on spindle cell.
+17681,2024-03-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.383,False,Bearing temperature rising faster than baseline on spindle cell.
+17682,2024-03-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.167,False,Sensor enclosure opened for manual calibration verification.
+17683,2024-03-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Sensor signal clipping observed during startup surge.
+17684,2024-03-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.908,False,Sensor enclosure opened for manual calibration verification.
+17685,2024-03-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.491,False,Packaging line stop reduced adjacent vibration background.
+17686,2024-03-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17687,2024-03-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Transient outlier matched forklift impact near cabinet wall.
+17688,2024-03-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.379,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17689,2024-03-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Transient outlier matched forklift impact near cabinet wall.
+17690,2024-03-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.252,False,Edge collector replayed buffered events after network recovery.
+17691,2024-03-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.523,False,Night shift startup produced higher than normal vibration floor.
+17692,2024-03-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.587,False,Short-lived packet loss observed at edge gateway gw-02.
+17693,2024-03-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.117,False,Dust extraction fan offline for 18 minutes on line finishing.
+17694,2024-03-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.986,False,Thermal overshoot event coincided with recipe change on furnace.
+17695,2024-03-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Maintenance scheduler deferred calibration due to spare shortage.
+17696,2024-03-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.438,False,Vibration baseline recovered after tool holder replacement.
+17697,2024-03-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Quality hold reduced finishing booth activity for one shift.
+17698,2024-03-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.772,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17699,2024-03-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17700,2024-03-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.624,False,Sensor signal clipping observed during startup surge.
+17701,2024-03-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Hydraulic line pressure oscillation detected under load.
+17702,2024-03-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.452,False,Humidity excursion near finishing booth during coating run.
+17703,2024-03-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.787,False,Coolant loop adjustment reduced chamber temperature spread.
+17704,2024-03-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.207,False,Pressure line purge completed before restart authorization.
+17705,2024-03-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.098,False,Shift handoff note referenced unusual noise near press enclosure.
+17706,2024-03-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.018,False,Quality hold reduced finishing booth activity for one shift.
+17707,2024-03-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Maintenance scheduler deferred calibration due to spare shortage.
+17708,2024-03-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.103,False,Thermal overshoot event coincided with recipe change on furnace.
+17709,2024-03-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.451,False,Anomaly review flagged possible bearing wear progression.
+17710,2024-03-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.592,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17711,2024-03-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.767,False,Maintenance scheduler deferred calibration due to spare shortage.
+17712,2024-03-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.004,False,Temporary gateway failover completed without data loss.
+17713,2024-03-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.63,False,Maintenance crew confirmed lubrication interval was missed.
+17714,2024-03-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.254,False,Pressure line purge completed before restart authorization.
+17715,2024-03-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.518,False,Transient outlier matched forklift impact near cabinet wall.
+17716,2024-03-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.109,False,Dust extraction fan offline for 18 minutes on line finishing.
+17717,2024-03-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Press cycle dwell time lengthened during high-volume batch.
+17718,2024-03-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.939,False,Machine idle period extended during planned sanitation window.
+17719,2024-03-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.554,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17720,2024-03-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.555,False,Thermal overshoot event coincided with recipe change on furnace.
+17721,2024-03-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Shift handoff note referenced unusual noise near press enclosure.
+17722,2024-03-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.921,False,Dust extraction fan offline for 18 minutes on line finishing.
+17723,2024-03-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.175,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17724,2024-03-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.235,False,Packaging line stop reduced adjacent vibration background.
+17725,2024-03-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Telemetry quality flag downgraded during sensor self-test window.
+17726,2024-03-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.987,False,Operator reported intermittent chatter on machine CNC-04.
+17727,2024-03-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.346,False,Bearing temperature rising faster than baseline on spindle cell.
+17728,2024-03-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.501,False,Air handler maintenance reduced humidity variance on finishing line.
+17729,2024-03-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.366,False,Dust extraction fan offline for 18 minutes on line finishing.
+17730,2024-03-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.847,False,Temperature remained elevated during unscheduled overtime run.
+17731,2024-03-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Humidity baseline improved after seal replacement.
+17732,2024-03-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.619,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17733,2024-03-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Edge collector replayed buffered events after network recovery.
+17734,2024-03-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.507,False,Pressure peak corresponds to oversized billet batch processing.
+17735,2024-03-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.043,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17736,2024-03-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,56.497,False,Packaging line stop reduced adjacent vibration background.
+17737,2024-03-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.466,False,Reliability engineer tagged sample window for model retraining.
+17738,2024-03-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.026,False,Condensation warning cleared after dehumidifier ramp-up.
+17739,2024-03-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.91,False,Humidity readings track seasonal rise across late spring.
+17740,2024-03-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.093,False,Sensor signal clipping observed during startup surge.
+17741,2024-03-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Sensor signal clipping observed during startup surge.
+17742,2024-03-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.578,False,Vibration baseline recovered after tool holder replacement.
+17743,2024-03-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.007,False,Maintenance scheduler deferred calibration due to spare shortage.
+17744,2024-03-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.628,False,Quality team requested trace review for lot 24-118B.
+17745,2024-03-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,SCADA backfill inserted two delayed telemetry points.
+17746,2024-03-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.46,False,Maintenance scheduler deferred calibration due to spare shortage.
+17747,2024-03-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.66,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17748,2024-03-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.47,False,Reliability engineer tagged sample window for model retraining.
+17749,2024-03-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.976,False,Temporary gateway failover completed without data loss.
+17750,2024-03-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.417,False,Sensor battery health remains nominal after firmware update.
+17751,2024-03-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.183,False,Air handler maintenance reduced humidity variance on finishing line.
+17752,2024-03-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.552,False,Shift handoff note referenced unusual noise near press enclosure.
+17753,2024-03-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.693,False,Temperature variance narrowed after coolant nozzle cleaning.
+17754,2024-03-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.971,False,Humidity readings track seasonal rise across late spring.
+17755,2024-03-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Packaging line stop reduced adjacent vibration background.
+17756,2024-03-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.181,False,Telemetry quality flag downgraded during sensor self-test window.
+17757,2024-03-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,SCADA backfill inserted two delayed telemetry points.
+17758,2024-03-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Quality hold reduced finishing booth activity for one shift.
+17759,2024-03-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.419,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17760,2024-03-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Warning threshold updated for pilot predictive-maintenance model.
+17761,2024-03-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.253,False,Sensor battery health remains nominal after firmware update.
+17762,2024-03-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.961,False,Coolant loop adjustment reduced chamber temperature spread.
+17763,2024-03-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.001,False,Sensor signal clipping observed during startup surge.
+17764,2024-03-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.132,False,Maintenance note logged for coupling imbalance inspection.
+17765,2024-03-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.361,False,Air handler maintenance reduced humidity variance on finishing line.
+17766,2024-03-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.678,False,Reliability engineer tagged sample window for model retraining.
+17767,2024-03-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.324,False,Machine throughput increase drove sustained pressure uplift.
+17768,2024-03-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.979,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17769,2024-03-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.581,False,Anomaly review flagged possible bearing wear progression.
+17770,2024-03-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.771,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17771,2024-03-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.296,False,Vibration harmonics broadened during extended production run.
+17772,2024-03-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.138,False,Transient outlier matched forklift impact near cabinet wall.
+17773,2024-03-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.951,False,Quality hold reduced finishing booth activity for one shift.
+17774,2024-03-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.055,False,Vibration burst exceeds envelope during tool change cycle.
+17775,2024-03-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.901,False,Pressure settled back to nominal after valve reseat.
+17776,2024-03-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.727,False,Vibration harmonics broadened during extended production run.
+17777,2024-03-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Temporary gateway failover completed without data loss.
+17778,2024-03-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.85,False,Sensor heartbeat delayed by one interval after gateway retry.
+17779,2024-03-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Thermal overshoot event coincided with recipe change on furnace.
+17780,2024-03-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.002,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17781,2024-03-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Vibration harmonics broadened during extended production run.
+17782,2024-03-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.476,False,Dust extraction fan offline for 18 minutes on line finishing.
+17783,2024-03-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.891,False,Humidity excursion near finishing booth during coating run.
+17784,2024-03-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.219,False,Temperature variance narrowed after coolant nozzle cleaning.
+17785,2024-03-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Maintenance crew confirmed lubrication interval was missed.
+17786,2024-03-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.483,False,Humidity excursion near finishing booth during coating run.
+17787,2024-03-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.51,False,Maintenance scheduler deferred calibration due to spare shortage.
+17788,2024-03-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.537,False,Calibration check overdue by 11 days for press-line transducer.
+17789,2024-03-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.474,False,Temperature remained elevated during unscheduled overtime run.
+17790,2024-03-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.232,False,Thermal ramp exceeded expected warmup curve before shift start.
+17791,2024-03-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.503,False,Thermal ramp exceeded expected warmup curve before shift start.
+17792,2024-03-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.043,False,Edge collector replayed buffered events after network recovery.
+17793,2024-03-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Humidity climbed during dock-door open period in afternoon shift.
+17794,2024-03-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.744,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17795,2024-03-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.236,False,Transient outlier matched forklift impact near cabinet wall.
+17796,2024-03-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.132,False,Unbalanced load introduced cyclical pressure ripple.
+17797,2024-03-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.13,False,Press cycle dwell time lengthened during high-volume batch.
+17798,2024-03-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.217,False,Pressure settled back to nominal after valve reseat.
+17799,2024-03-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.159,False,Quality team requested trace review for lot 24-118B.
+17800,2024-03-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.932,False,Machine idle period extended during planned sanitation window.
+17801,2024-03-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.206,False,Air handler maintenance reduced humidity variance on finishing line.
+17802,2024-03-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.148,False,Hydraulic line pressure oscillation detected under load.
+17803,2024-03-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.317,False,Coolant loop adjustment reduced chamber temperature spread.
+17804,2024-03-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Pressure settled back to nominal after valve reseat.
+17805,2024-03-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.556,False,Night shift startup produced higher than normal vibration floor.
+17806,2024-03-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.887,False,Humidity baseline improved after seal replacement.
+17807,2024-03-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.879,False,Humidity excursion near finishing booth during coating run.
+17808,2024-03-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.383,False,Supervisory alert generated after three consecutive threshold breaches.
+17809,2024-03-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.339,False,Sensor heartbeat delayed by one interval after gateway retry.
+17810,2024-03-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.361,False,Transient outlier matched forklift impact near cabinet wall.
+17811,2024-03-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.093,False,Packaging line stop reduced adjacent vibration background.
+17812,2024-03-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.474,False,Press cycle dwell time lengthened during high-volume batch.
+17813,2024-03-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Transient outlier matched forklift impact near cabinet wall.
+17814,2024-03-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.167,False,Machine idle period extended during planned sanitation window.
+17815,2024-03-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.604,False,Temperature variance narrowed after coolant nozzle cleaning.
+17816,2024-03-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.402,False,Quality team requested trace review for lot 24-118B.
+17817,2024-03-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Operator reset acknowledged after red-tag inspection.
+17818,2024-03-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.405,False,Vibration burst exceeds envelope during tool change cycle.
+17819,2024-03-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.735,False,Quality hold reduced finishing booth activity for one shift.
+17820,2024-03-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.988,False,Warning threshold updated for pilot predictive-maintenance model.
+17821,2024-03-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Short-lived packet loss observed at edge gateway gw-02.
+17822,2024-03-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17823,2024-03-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17824,2024-03-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.318,False,Night shift startup produced higher than normal vibration floor.
+17825,2024-03-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.357,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17826,2024-03-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Bearing temperature rising faster than baseline on spindle cell.
+17827,2024-03-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.029,False,Dust extraction fan offline for 18 minutes on line finishing.
+17828,2024-03-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.458,False,Vibration burst exceeds envelope during tool change cycle.
+17829,2024-03-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Coolant loop adjustment reduced chamber temperature spread.
+17830,2024-03-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.684,False,Press cycle dwell time lengthened during high-volume batch.
+17831,2024-03-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,Quality team requested trace review for lot 24-118B.
+17832,2024-03-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.351,False,Pressure settled back to nominal after valve reseat.
+17833,2024-03-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Calibration check overdue by 11 days for press-line transducer.
+17834,2024-03-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.334,False,Quality team requested trace review for lot 24-118B.
+17835,2024-03-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.662,False,Shift handoff note referenced unusual noise near press enclosure.
+17836,2024-03-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.774,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17837,2024-03-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Pressure peak corresponds to oversized billet batch processing.
+17838,2024-03-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Operator reported intermittent chatter on machine CNC-04.
+17839,2024-03-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Quality team requested trace review for lot 24-118B.
+17840,2024-03-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.584,False,Sensor battery health remains nominal after firmware update.
+17841,2024-03-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.807,False,Sensor signal clipping observed during startup surge.
+17842,2024-03-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.986,False,Warning threshold updated for pilot predictive-maintenance model.
+17843,2024-03-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Thermal overshoot event coincided with recipe change on furnace.
+17844,2024-03-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.19,False,Sensor battery health remains nominal after firmware update.
+17845,2024-03-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.807,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17846,2024-03-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.704,False,Vibration baseline recovered after tool holder replacement.
+17847,2024-03-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.677,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17848,2024-03-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.511,False,Machine idle period extended during planned sanitation window.
+17849,2024-03-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.252,False,Pressure peak corresponds to oversized billet batch processing.
+17850,2024-03-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.306,False,Humidity climbed during dock-door open period in afternoon shift.
+17851,2024-03-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.058,False,Vibration baseline recovered after tool holder replacement.
+17852,2024-03-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.527,False,Humidity baseline improved after seal replacement.
+17853,2024-03-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.395,False,SCADA backfill inserted two delayed telemetry points.
+17854,2024-03-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.344,False,Machine throughput increase drove sustained pressure uplift.
+17855,2024-03-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.398,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17856,2024-03-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.744,False,Vibration baseline recovered after tool holder replacement.
+17857,2024-03-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Press cycle dwell time lengthened during high-volume batch.
+17858,2024-03-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.956,False,Quality team requested trace review for lot 24-118B.
+17859,2024-03-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.042,False,Humidity baseline improved after seal replacement.
+17860,2024-03-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.242,False,Humidity baseline improved after seal replacement.
+17861,2024-03-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.666,False,Packaging line stop reduced adjacent vibration background.
+17862,2024-03-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17863,2024-03-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.497,False,Operator reset acknowledged after red-tag inspection.
+17864,2024-03-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.735,False,Thermal ramp exceeded expected warmup curve before shift start.
+17865,2024-03-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.75,False,Humidity readings track seasonal rise across late spring.
+17866,2024-03-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.205,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17867,2024-03-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.569,False,Warning threshold updated for pilot predictive-maintenance model.
+17868,2024-03-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.702,False,Vibration harmonics broadened during extended production run.
+17869,2024-03-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.2,False,Transient outlier matched forklift impact near cabinet wall.
+17870,2024-03-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.766,False,Anomaly review flagged possible bearing wear progression.
+17871,2024-03-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Maintenance crew confirmed lubrication interval was missed.
+17872,2024-03-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.138,False,Vibration harmonics broadened during extended production run.
+17873,2024-03-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.312,False,Short-lived packet loss observed at edge gateway gw-02.
+17874,2024-03-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.999,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17875,2024-03-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Transient outlier matched forklift impact near cabinet wall.
+17876,2024-03-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.246,False,Quality hold reduced finishing booth activity for one shift.
+17877,2024-03-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.689,False,Thermal overshoot event coincided with recipe change on furnace.
+17878,2024-03-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.605,False,Quality hold reduced finishing booth activity for one shift.
+17879,2024-03-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.453,False,Edge collector replayed buffered events after network recovery.
+17880,2024-03-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.882,False,Maintenance scheduler deferred calibration due to spare shortage.
+17881,2024-03-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Sensor heartbeat delayed by one interval after gateway retry.
+17882,2024-03-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Sensor heartbeat delayed by one interval after gateway retry.
+17883,2024-03-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17884,2024-03-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.165,False,Vibration burst exceeds envelope during tool change cycle.
+17885,2024-03-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.35,False,Telemetry quality flag downgraded during sensor self-test window.
+17886,2024-03-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.142,False,Quality team requested trace review for lot 24-118B.
+17887,2024-03-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.898,False,Pressure peak corresponds to oversized billet batch processing.
+17888,2024-03-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.34,False,Sensor heartbeat delayed by one interval after gateway retry.
+17889,2024-03-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.112,False,Maintenance crew confirmed lubrication interval was missed.
+17890,2024-03-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.22,False,Machine idle period extended during planned sanitation window.
+17891,2024-03-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17892,2024-03-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.591,False,Temperature remained elevated during unscheduled overtime run.
+17893,2024-03-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.099,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17894,2024-03-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.583,False,Edge collector replayed buffered events after network recovery.
+17895,2024-03-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
+17896,2024-03-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.372,False,Night shift startup produced higher than normal vibration floor.
+17897,2024-03-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.863,False,Operator reset acknowledged after red-tag inspection.
+17898,2024-03-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.523,False,Temperature variance narrowed after coolant nozzle cleaning.
+17899,2024-03-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Anomaly review flagged possible bearing wear progression.
+17900,2024-03-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.858,False,Humidity baseline improved after seal replacement.
+17901,2024-03-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Coolant loop adjustment reduced chamber temperature spread.
+17902,2024-03-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.072,False,Sensor signal clipping observed during startup surge.
+17903,2024-03-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.821,False,Coolant loop adjustment reduced chamber temperature spread.
+17904,2024-03-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.238,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17905,2024-03-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.072,False,Hydraulic line pressure oscillation detected under load.
+17906,2024-03-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.797,False,Quality hold reduced finishing booth activity for one shift.
+17907,2024-03-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.659,False,Sensor enclosure opened for manual calibration verification.
+17908,2024-03-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.103,False,Hydraulic line pressure oscillation detected under load.
+17909,2024-03-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.218,False,Night shift startup produced higher than normal vibration floor.
+17910,2024-03-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.59,False,Press cycle dwell time lengthened during high-volume batch.
+17911,2024-03-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.442,False,Sensor heartbeat delayed by one interval after gateway retry.
+17912,2024-03-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.67,False,Press cycle dwell time lengthened during high-volume batch.
+17913,2024-03-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Air handler maintenance reduced humidity variance on finishing line.
+17914,2024-03-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.852,False,Calibration check overdue by 11 days for press-line transducer.
+17915,2024-03-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Telemetry quality flag downgraded during sensor self-test window.
+17916,2024-03-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.05,False,Hydraulic line pressure oscillation detected under load.
+17917,2024-03-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.177,False,Sensor enclosure opened for manual calibration verification.
+17918,2024-03-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.077,False,Machine throughput increase drove sustained pressure uplift.
+17919,2024-03-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.163,False,Humidity readings track seasonal rise across late spring.
+17920,2024-03-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.806,False,Sensor heartbeat delayed by one interval after gateway retry.
+17921,2024-03-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.99,False,Pressure line purge completed before restart authorization.
+17922,2024-03-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.463,False,Vibration baseline recovered after tool holder replacement.
+17923,2024-03-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.652,False,Reliability engineer tagged sample window for model retraining.
+17924,2024-03-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.795,False,Transient outlier matched forklift impact near cabinet wall.
+17925,2024-03-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17926,2024-03-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.918,False,Compressed air fluctuation introduced pressure noise for two cycles.
+17927,2024-03-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.644,False,Humidity excursion near finishing booth during coating run.
+17928,2024-03-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.645,False,Operator reset acknowledged after red-tag inspection.
+17929,2024-03-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.781,False,Telemetry quality flag downgraded during sensor self-test window.
+17930,2024-03-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.36,False,Condensation warning cleared after dehumidifier ramp-up.
+17931,2024-03-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.895,False,Night shift startup produced higher than normal vibration floor.
+17932,2024-03-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.373,False,Shift handoff note referenced unusual noise near press enclosure.
+17933,2024-03-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Packaging line stop reduced adjacent vibration background.
+17934,2024-03-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.75,False,Operator reported intermittent chatter on machine CNC-04.
+17935,2024-03-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.645,False,Quality hold reduced finishing booth activity for one shift.
+17936,2024-03-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.433,False,Maintenance scheduler deferred calibration due to spare shortage.
+17937,2024-03-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Machine throughput increase drove sustained pressure uplift.
+17938,2024-03-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.042,False,Temperature remained elevated during unscheduled overtime run.
+17939,2024-03-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.799,False,Pressure line purge completed before restart authorization.
+17940,2024-03-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.684,False,Pressure settled back to nominal after valve reseat.
+17941,2024-03-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Calibration check overdue by 11 days for press-line transducer.
+17942,2024-03-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.46,False,Vibration harmonics broadened during extended production run.
+17943,2024-03-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.45,False,Quality team requested trace review for lot 24-118B.
+17944,2024-03-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.568,False,Air handler maintenance reduced humidity variance on finishing line.
+17945,2024-03-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.924,False,Packaging line stop reduced adjacent vibration background.
+17946,2024-03-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.579,False,Machine idle period extended during planned sanitation window.
+17947,2024-03-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor heartbeat delayed by one interval after gateway retry.
+17948,2024-03-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.103,False,Maintenance scheduler deferred calibration due to spare shortage.
+17949,2024-03-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.76,False,Sensor 3 drift suspected after cross-check with manual gauge.
+17950,2024-03-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Operator reported intermittent chatter on machine CNC-04.
+17951,2024-03-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.326,False,SCADA backfill inserted two delayed telemetry points.
+17952,2024-03-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.64,False,Temperature variance narrowed after coolant nozzle cleaning.
+17953,2024-03-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Operator reset acknowledged after red-tag inspection.
+17954,2024-03-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.493,False,Edge collector replayed buffered events after network recovery.
+17955,2024-03-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.787,False,Maintenance scheduler deferred calibration due to spare shortage.
+17956,2024-03-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.049,False,Vibration burst exceeds envelope during tool change cycle.
+17957,2024-03-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.715,False,Pressure settled back to nominal after valve reseat.
+17958,2024-03-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.981,False,Quality team requested trace review for lot 24-118B.
+17959,2024-03-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Calibration check overdue by 11 days for press-line transducer.
+17960,2024-03-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.124,False,Anomaly review flagged possible bearing wear progression.
+17961,2024-03-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Maintenance note logged for coupling imbalance inspection.
+17962,2024-03-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.975,False,Quality hold reduced finishing booth activity for one shift.
+17963,2024-03-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.604,False,Vibration burst exceeds envelope during tool change cycle.
+17964,2024-03-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.472,False,Reliability engineer tagged sample window for model retraining.
+17965,2024-03-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.059,False,Pressure settled back to nominal after valve reseat.
+17966,2024-03-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.336,False,Humidity excursion near finishing booth during coating run.
+17967,2024-03-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Operator reported intermittent chatter on machine CNC-04.
+17968,2024-03-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.024,False,Thermal overshoot event coincided with recipe change on furnace.
+17969,2024-03-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Shift handoff note referenced unusual noise near press enclosure.
+17970,2024-03-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.643,False,Bearing temperature rising faster than baseline on spindle cell.
+17971,2024-03-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.68,False,Vibration burst exceeds envelope during tool change cycle.
+17972,2024-03-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.53,False,Edge collector replayed buffered events after network recovery.
+17973,2024-03-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Operator reset acknowledged after red-tag inspection.
+17974,2024-03-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.101,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+17975,2024-03-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.311,False,Maintenance scheduler deferred calibration due to spare shortage.
+17976,2024-03-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.341,False,Supervisory alert generated after three consecutive threshold breaches.
+17977,2024-03-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.674,False,Machine throughput increase drove sustained pressure uplift.
+17978,2024-03-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.497,False,Humidity baseline improved after seal replacement.
+17979,2024-03-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.469,False,Maintenance crew confirmed lubrication interval was missed.
+17980,2024-03-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.639,False,Maintenance crew confirmed lubrication interval was missed.
+17981,2024-03-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,0.99,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17982,2024-03-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.963,False,Maintenance scheduler deferred calibration due to spare shortage.
+17983,2024-03-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.359,False,Vibration burst exceeds envelope during tool change cycle.
+17984,2024-03-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.531,False,Sensor signal clipping observed during startup surge.
+17985,2024-03-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.282,False,Operator reset acknowledged after red-tag inspection.
+17986,2024-03-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.825,False,Bearing temperature rising faster than baseline on spindle cell.
+17987,2024-03-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Packaging line stop reduced adjacent vibration background.
+17988,2024-03-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.792,False,Quality team requested trace review for lot 24-118B.
+17989,2024-03-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Short-lived packet loss observed at edge gateway gw-02.
+17990,2024-03-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.595,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+17991,2024-03-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Heat-treat furnace door cycling increased localized temperature spikes.
+17992,2024-03-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.854,False,Sensor heartbeat delayed by one interval after gateway retry.
+17993,2024-03-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+17994,2024-03-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.747,False,Shift handoff note referenced unusual noise near press enclosure.
+17995,2024-03-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.139,False,SCADA backfill inserted two delayed telemetry points.
+17996,2024-03-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.373,False,Temperature variance narrowed after coolant nozzle cleaning.
+17997,2024-03-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Sensor signal clipping observed during startup surge.
+17998,2024-03-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.855,False,Vibration baseline recovered after tool holder replacement.
+17999,2024-03-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Maintenance note logged for coupling imbalance inspection.
+18000,2024-03-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.044,False,Sensor enclosure opened for manual calibration verification.
+18001,2024-03-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.154,False,Machine idle period extended during planned sanitation window.
+18002,2024-03-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.229,False,Warning threshold updated for pilot predictive-maintenance model.
+18003,2024-03-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.949,False,Thermal ramp exceeded expected warmup curve before shift start.
+18004,2024-03-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.182,False,Maintenance note logged for coupling imbalance inspection.
+18005,2024-03-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18006,2024-03-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.209,False,Telemetry quality flag downgraded during sensor self-test window.
+18007,2024-03-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.221,False,Shift handoff note referenced unusual noise near press enclosure.
+18008,2024-03-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.86,False,Quality team requested trace review for lot 24-118B.
+18009,2024-03-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.711,False,Sensor battery health remains nominal after firmware update.
+18010,2024-03-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.233,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18011,2024-03-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.707,False,Maintenance scheduler deferred calibration due to spare shortage.
+18012,2024-03-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.059,False,Operator reset acknowledged after red-tag inspection.
+18013,2024-03-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Condensation warning cleared after dehumidifier ramp-up.
+18014,2024-03-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.304,False,Unbalanced load introduced cyclical pressure ripple.
+18015,2024-03-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.136,False,Bearing temperature rising faster than baseline on spindle cell.
+18016,2024-03-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.95,False,Reliability engineer tagged sample window for model retraining.
+18017,2024-03-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Pressure peak corresponds to oversized billet batch processing.
+18018,2024-03-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.394,False,Thermal overshoot event coincided with recipe change on furnace.
+18019,2024-03-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.628,False,Vibration baseline recovered after tool holder replacement.
+18020,2024-03-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.76,False,Calibration check overdue by 11 days for press-line transducer.
+18021,2024-03-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,Dust extraction fan offline for 18 minutes on line finishing.
+18022,2024-03-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.671,False,Operator reported intermittent chatter on machine CNC-04.
+18023,2024-03-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.367,False,Reliability engineer tagged sample window for model retraining.
+18024,2024-03-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.226,False,Maintenance scheduler deferred calibration due to spare shortage.
+18025,2024-03-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Shift handoff note referenced unusual noise near press enclosure.
+18026,2024-03-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.576,False,SCADA backfill inserted two delayed telemetry points.
+18027,2024-03-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.172,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18028,2024-03-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.629,False,Pressure line purge completed before restart authorization.
+18029,2024-03-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18030,2024-03-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.691,False,Thermal overshoot event coincided with recipe change on furnace.
+18031,2024-03-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Air handler maintenance reduced humidity variance on finishing line.
+18032,2024-03-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.155,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18033,2024-03-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.697,False,Vibration harmonics broadened during extended production run.
+18034,2024-03-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.706,False,Night shift startup produced higher than normal vibration floor.
+18035,2024-03-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.786,False,Maintenance note logged for coupling imbalance inspection.
+18036,2024-03-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.98,False,Vibration harmonics broadened during extended production run.
+18037,2024-03-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Machine idle period extended during planned sanitation window.
+18038,2024-03-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.262,False,Temperature variance narrowed after coolant nozzle cleaning.
+18039,2024-03-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Bearing temperature rising faster than baseline on spindle cell.
+18040,2024-03-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.912,False,Shift handoff note referenced unusual noise near press enclosure.
+18041,2024-03-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.986,False,Maintenance note logged for coupling imbalance inspection.
+18042,2024-03-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.299,False,Operator reported intermittent chatter on machine CNC-04.
+18043,2024-03-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Maintenance note logged for coupling imbalance inspection.
+18044,2024-03-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.92,False,Sensor signal clipping observed during startup surge.
+18045,2024-03-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Quality hold reduced finishing booth activity for one shift.
+18046,2024-03-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.579,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18047,2024-03-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.843,False,Bearing temperature rising faster than baseline on spindle cell.
+18048,2024-03-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.219,False,Packaging line stop reduced adjacent vibration background.
+18049,2024-03-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,Packaging line stop reduced adjacent vibration background.
+18050,2024-03-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.828,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18051,2024-03-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.363,False,Humidity excursion near finishing booth during coating run.
+18052,2024-03-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.577,False,Machine idle period extended during planned sanitation window.
+18053,2024-03-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.596,False,Humidity climbed during dock-door open period in afternoon shift.
+18054,2024-03-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.634,False,Telemetry quality flag downgraded during sensor self-test window.
+18055,2024-03-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.928,False,Thermal overshoot event coincided with recipe change on furnace.
+18056,2024-03-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.396,False,Thermal ramp exceeded expected warmup curve before shift start.
+18057,2024-03-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.232,False,Short-lived packet loss observed at edge gateway gw-02.
+18058,2024-03-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.126,False,Maintenance scheduler deferred calibration due to spare shortage.
+18059,2024-03-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.713,False,Vibration burst exceeds envelope during tool change cycle.
+18060,2024-03-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.574,False,Temperature variance narrowed after coolant nozzle cleaning.
+18061,2024-03-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.159,False,Temperature variance narrowed after coolant nozzle cleaning.
+18062,2024-03-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.063,False,Temperature variance narrowed after coolant nozzle cleaning.
+18063,2024-03-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Thermal ramp exceeded expected warmup curve before shift start.
+18064,2024-03-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.5,False,Thermal overshoot event coincided with recipe change on furnace.
+18065,2024-03-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Vibration burst exceeds envelope during tool change cycle.
+18066,2024-03-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.114,False,Machine throughput increase drove sustained pressure uplift.
+18067,2024-03-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.997,False,Temperature variance narrowed after coolant nozzle cleaning.
+18068,2024-03-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.138,False,Coolant loop adjustment reduced chamber temperature spread.
+18069,2024-03-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.994,False,Temperature remained elevated during unscheduled overtime run.
+18070,2024-03-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.797,False,Air handler maintenance reduced humidity variance on finishing line.
+18071,2024-03-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Operator reset acknowledged after red-tag inspection.
+18072,2024-03-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.488,False,Temperature variance narrowed after coolant nozzle cleaning.
+18073,2024-03-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.381,False,Condensation warning cleared after dehumidifier ramp-up.
+18074,2024-03-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.214,False,Sensor heartbeat delayed by one interval after gateway retry.
+18075,2024-03-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18076,2024-03-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.508,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18077,2024-03-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.117,False,Packaging line stop reduced adjacent vibration background.
+18078,2024-03-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.564,False,Maintenance note logged for coupling imbalance inspection.
+18079,2024-03-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Vibration burst exceeds envelope during tool change cycle.
+18080,2024-03-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.095,False,Pressure settled back to nominal after valve reseat.
+18081,2024-03-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Operator reported intermittent chatter on machine CNC-04.
+18082,2024-03-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.506,False,Night shift startup produced higher than normal vibration floor.
+18083,2024-03-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.408,False,Operator reset acknowledged after red-tag inspection.
+18084,2024-03-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.231,False,Quality hold reduced finishing booth activity for one shift.
+18085,2024-03-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.787,False,Sensor signal clipping observed during startup surge.
+18086,2024-03-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.044,False,Pressure line purge completed before restart authorization.
+18087,2024-03-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.862,False,Pressure line purge completed before restart authorization.
+18088,2024-03-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.83,False,Vibration baseline recovered after tool holder replacement.
+18089,2024-03-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.328,False,Pressure settled back to nominal after valve reseat.
+18090,2024-03-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.214,False,Supervisory alert generated after three consecutive threshold breaches.
+18091,2024-03-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.755,False,Temperature remained elevated during unscheduled overtime run.
+18092,2024-03-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.182,False,Coolant loop adjustment reduced chamber temperature spread.
+18093,2024-03-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Humidity excursion near finishing booth during coating run.
+18094,2024-03-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.462,False,Operator reset acknowledged after red-tag inspection.
+18095,2024-03-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Calibration check overdue by 11 days for press-line transducer.
+18096,2024-03-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.562,False,Dust extraction fan offline for 18 minutes on line finishing.
+18097,2024-03-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.909,False,Maintenance scheduler deferred calibration due to spare shortage.
+18098,2024-03-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.54,False,Short-lived packet loss observed at edge gateway gw-02.
+18099,2024-03-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.538,False,Telemetry quality flag downgraded during sensor self-test window.
+18100,2024-03-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.358,False,Supervisory alert generated after three consecutive threshold breaches.
+18101,2024-03-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.916,False,Pressure peak corresponds to oversized billet batch processing.
+18102,2024-03-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.928,False,Pressure settled back to nominal after valve reseat.
+18103,2024-03-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.913,False,Humidity readings track seasonal rise across late spring.
+18104,2024-03-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.326,False,Maintenance crew confirmed lubrication interval was missed.
+18105,2024-03-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18106,2024-03-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.459,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18107,2024-03-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.934,False,Thermal overshoot event coincided with recipe change on furnace.
+18108,2024-03-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.758,False,Pressure line purge completed before restart authorization.
+18109,2024-03-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Edge collector replayed buffered events after network recovery.
+18110,2024-03-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.121,False,Bearing temperature rising faster than baseline on spindle cell.
+18111,2024-03-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Vibration burst exceeds envelope during tool change cycle.
+18112,2024-03-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.336,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18113,2024-03-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Pressure settled back to nominal after valve reseat.
+18114,2024-03-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.463,False,Telemetry quality flag downgraded during sensor self-test window.
+18115,2024-03-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.357,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18116,2024-03-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.15,False,Reliability engineer tagged sample window for model retraining.
+18117,2024-03-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.227,False,Reliability engineer tagged sample window for model retraining.
+18118,2024-03-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.313,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18119,2024-03-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Quality team requested trace review for lot 24-118B.
+18120,2024-03-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,67.21,False,Coolant loop adjustment reduced chamber temperature spread.
+18121,2024-03-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Sensor battery health remains nominal after firmware update.
+18122,2024-03-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.086,False,Maintenance scheduler deferred calibration due to spare shortage.
+18123,2024-03-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Pressure peak corresponds to oversized billet batch processing.
+18124,2024-03-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.041,False,Vibration burst exceeds envelope during tool change cycle.
+18125,2024-03-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Humidity excursion near finishing booth during coating run.
+18126,2024-03-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.659,False,Humidity readings track seasonal rise across late spring.
+18127,2024-03-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.554,False,Pressure settled back to nominal after valve reseat.
+18128,2024-03-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.7,False,Sensor heartbeat delayed by one interval after gateway retry.
+18129,2024-03-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.626,False,Maintenance crew confirmed lubrication interval was missed.
+18130,2024-03-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.227,False,Thermal ramp exceeded expected warmup curve before shift start.
+18131,2024-03-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.25,False,Maintenance crew confirmed lubrication interval was missed.
+18132,2024-03-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.625,False,Telemetry quality flag downgraded during sensor self-test window.
+18133,2024-03-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.759,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18134,2024-03-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.07,False,Humidity baseline improved after seal replacement.
+18135,2024-03-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.596,False,Machine idle period extended during planned sanitation window.
+18136,2024-03-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.396,False,Pressure peak corresponds to oversized billet batch processing.
+18137,2024-03-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Pressure settled back to nominal after valve reseat.
+18138,2024-03-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.954,False,Anomaly review flagged possible bearing wear progression.
+18139,2024-03-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Short-lived packet loss observed at edge gateway gw-02.
+18140,2024-03-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.889,False,Temperature remained elevated during unscheduled overtime run.
+18141,2024-03-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Pressure settled back to nominal after valve reseat.
+18142,2024-03-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.272,False,Hydraulic line pressure oscillation detected under load.
+18143,2024-03-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.091,False,Telemetry quality flag downgraded during sensor self-test window.
+18144,2024-03-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.908,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18145,2024-03-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Humidity readings track seasonal rise across late spring.
+18146,2024-03-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.298,False,Quality hold reduced finishing booth activity for one shift.
+18147,2024-03-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.189,False,Calibration check overdue by 11 days for press-line transducer.
+18148,2024-03-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.583,False,Shift handoff note referenced unusual noise near press enclosure.
+18149,2024-03-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,SCADA backfill inserted two delayed telemetry points.
+18150,2024-03-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.374,False,Sensor heartbeat delayed by one interval after gateway retry.
+18151,2024-03-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Warning threshold updated for pilot predictive-maintenance model.
+18152,2024-03-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.996,False,Condensation warning cleared after dehumidifier ramp-up.
+18153,2024-03-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.941,False,Thermal ramp exceeded expected warmup curve before shift start.
+18154,2024-03-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.782,False,Night shift startup produced higher than normal vibration floor.
+18155,2024-03-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.993,False,Pressure settled back to nominal after valve reseat.
+18156,2024-03-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.788,False,Transient outlier matched forklift impact near cabinet wall.
+18157,2024-03-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Sensor battery health remains nominal after firmware update.
+18158,2024-03-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.678,False,Shift handoff note referenced unusual noise near press enclosure.
+18159,2024-03-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.725,False,Machine throughput increase drove sustained pressure uplift.
+18160,2024-03-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.765,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18161,2024-03-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18162,2024-03-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.112,False,Humidity baseline improved after seal replacement.
+18163,2024-03-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.603,False,Machine throughput increase drove sustained pressure uplift.
+18164,2024-03-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.031,False,Telemetry quality flag downgraded during sensor self-test window.
+18165,2024-03-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.276,False,Pressure settled back to nominal after valve reseat.
+18166,2024-03-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.35,False,Vibration harmonics broadened during extended production run.
+18167,2024-03-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.797,False,Machine throughput increase drove sustained pressure uplift.
+18168,2024-03-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.123,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18169,2024-03-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,SCADA backfill inserted two delayed telemetry points.
+18170,2024-03-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.367,False,Condensation warning cleared after dehumidifier ramp-up.
+18171,2024-03-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Thermal overshoot event coincided with recipe change on furnace.
+18172,2024-03-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.933,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18173,2024-03-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.966,False,Telemetry quality flag downgraded during sensor self-test window.
+18174,2024-03-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.992,False,Transient outlier matched forklift impact near cabinet wall.
+18175,2024-03-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.784,False,Humidity excursion near finishing booth during coating run.
+18176,2024-03-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.15,False,Unbalanced load introduced cyclical pressure ripple.
+18177,2024-03-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Thermal ramp exceeded expected warmup curve before shift start.
+18178,2024-03-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.343,False,Vibration baseline recovered after tool holder replacement.
+18179,2024-03-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.216,False,Operator reset acknowledged after red-tag inspection.
+18180,2024-03-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.174,False,Quality team requested trace review for lot 24-118B.
+18181,2024-03-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.285,False,Temperature remained elevated during unscheduled overtime run.
+18182,2024-03-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.439,False,Humidity climbed during dock-door open period in afternoon shift.
+18183,2024-03-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Sensor enclosure opened for manual calibration verification.
+18184,2024-03-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.477,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18185,2024-03-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.612,False,Packaging line stop reduced adjacent vibration background.
+18186,2024-03-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.797,False,Sensor battery health remains nominal after firmware update.
+18187,2024-03-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Warning threshold updated for pilot predictive-maintenance model.
+18188,2024-03-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.13,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18189,2024-03-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.167,False,Humidity excursion near finishing booth during coating run.
+18190,2024-03-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.915,False,Transient outlier matched forklift impact near cabinet wall.
+18191,2024-03-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.952,False,Short-lived packet loss observed at edge gateway gw-02.
+18192,2024-03-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.789,False,Dust extraction fan offline for 18 minutes on line finishing.
+18193,2024-03-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.304,False,Temperature variance narrowed after coolant nozzle cleaning.
+18194,2024-03-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.778,False,Humidity excursion near finishing booth during coating run.
+18195,2024-03-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Humidity readings track seasonal rise across late spring.
+18196,2024-03-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.316,False,Coolant loop adjustment reduced chamber temperature spread.
+18197,2024-03-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Humidity baseline improved after seal replacement.
+18198,2024-03-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.705,False,Temperature variance narrowed after coolant nozzle cleaning.
+18199,2024-03-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18200,2024-03-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.99,False,Sensor battery health remains nominal after firmware update.
+18201,2024-03-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Calibration check overdue by 11 days for press-line transducer.
+18202,2024-03-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.06,False,Sensor heartbeat delayed by one interval after gateway retry.
+18203,2024-03-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Operator reset acknowledged after red-tag inspection.
+18204,2024-03-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.478,False,Humidity climbed during dock-door open period in afternoon shift.
+18205,2024-03-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18206,2024-03-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.897,False,Operator reported intermittent chatter on machine CNC-04.
+18207,2024-03-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Sensor signal clipping observed during startup surge.
+18208,2024-03-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.033,False,Humidity readings track seasonal rise across late spring.
+18209,2024-03-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.321,False,Unbalanced load introduced cyclical pressure ripple.
+18210,2024-03-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.202,False,Packaging line stop reduced adjacent vibration background.
+18211,2024-03-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.207,False,Shift handoff note referenced unusual noise near press enclosure.
+18212,2024-03-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.792,False,Anomaly review flagged possible bearing wear progression.
+18213,2024-03-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Temporary gateway failover completed without data loss.
+18214,2024-03-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.154,False,Operator reset acknowledged after red-tag inspection.
+18215,2024-03-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.503,False,Sensor signal clipping observed during startup surge.
+18216,2024-03-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.742,False,Temporary gateway failover completed without data loss.
+18217,2024-03-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.459,False,Vibration burst exceeds envelope during tool change cycle.
+18218,2024-03-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.175,False,Thermal ramp exceeded expected warmup curve before shift start.
+18219,2024-03-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.128,False,Temperature remained elevated during unscheduled overtime run.
+18220,2024-03-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.961,False,Sensor heartbeat delayed by one interval after gateway retry.
+18221,2024-03-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.42,False,Pressure line purge completed before restart authorization.
+18222,2024-03-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.618,False,Unbalanced load introduced cyclical pressure ripple.
+18223,2024-03-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.678,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18224,2024-03-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.255,False,Bearing temperature rising faster than baseline on spindle cell.
+18225,2024-03-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Maintenance crew confirmed lubrication interval was missed.
+18226,2024-03-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.445,False,Vibration harmonics broadened during extended production run.
+18227,2024-03-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.4,False,Anomaly review flagged possible bearing wear progression.
+18228,2024-03-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.849,False,Edge collector replayed buffered events after network recovery.
+18229,2024-03-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Maintenance crew confirmed lubrication interval was missed.
+18230,2024-03-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.212,False,Quality team requested trace review for lot 24-118B.
+18231,2024-03-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.58,False,Telemetry quality flag downgraded during sensor self-test window.
+18232,2024-03-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.231,False,Bearing temperature rising faster than baseline on spindle cell.
+18233,2024-03-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.321,False,Humidity readings track seasonal rise across late spring.
+18234,2024-03-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.806,False,Anomaly review flagged possible bearing wear progression.
+18235,2024-03-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.603,False,Operator reported intermittent chatter on machine CNC-04.
+18236,2024-03-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.12,False,Short-lived packet loss observed at edge gateway gw-02.
+18237,2024-03-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.246,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18238,2024-03-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.596,False,Night shift startup produced higher than normal vibration floor.
+18239,2024-03-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.384,False,Pressure peak corresponds to oversized billet batch processing.
+18240,2024-03-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.321,False,Sensor signal clipping observed during startup surge.
+18241,2024-03-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.048,False,Sensor enclosure opened for manual calibration verification.
+18242,2024-03-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.964,False,Dust extraction fan offline for 18 minutes on line finishing.
+18243,2024-03-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.934,False,Calibration check overdue by 11 days for press-line transducer.
+18244,2024-03-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.875,False,Coolant loop adjustment reduced chamber temperature spread.
+18245,2024-03-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.796,False,Coolant loop adjustment reduced chamber temperature spread.
+18246,2024-03-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.878,False,Anomaly review flagged possible bearing wear progression.
+18247,2024-03-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Machine throughput increase drove sustained pressure uplift.
+18248,2024-03-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.458,False,Pressure line purge completed before restart authorization.
+18249,2024-03-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.923,False,Sensor heartbeat delayed by one interval after gateway retry.
+18250,2024-03-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.973,False,Edge collector replayed buffered events after network recovery.
+18251,2024-03-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.376,False,Vibration baseline recovered after tool holder replacement.
+18252,2024-03-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.771,False,Anomaly review flagged possible bearing wear progression.
+18253,2024-03-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.636,False,Sensor battery health remains nominal after firmware update.
+18254,2024-03-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.369,False,Sensor heartbeat delayed by one interval after gateway retry.
+18255,2024-03-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.111,False,Humidity climbed during dock-door open period in afternoon shift.
+18256,2024-03-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.092,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18257,2024-03-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.313,False,Temperature variance narrowed after coolant nozzle cleaning.
+18258,2024-03-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.015,False,Quality hold reduced finishing booth activity for one shift.
+18259,2024-03-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Operator reset acknowledged after red-tag inspection.
+18260,2024-03-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.45,False,Sensor signal clipping observed during startup surge.
+18261,2024-03-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.984,False,Temperature variance narrowed after coolant nozzle cleaning.
+18262,2024-03-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.404,False,Dust extraction fan offline for 18 minutes on line finishing.
+18263,2024-03-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Pressure line purge completed before restart authorization.
+18264,2024-03-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.255,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18265,2024-03-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Dust extraction fan offline for 18 minutes on line finishing.
+18266,2024-03-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.757,False,Short-lived packet loss observed at edge gateway gw-02.
+18267,2024-03-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.774,False,Packaging line stop reduced adjacent vibration background.
+18268,2024-03-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.602,False,Vibration burst exceeds envelope during tool change cycle.
+18269,2024-03-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.336,False,SCADA backfill inserted two delayed telemetry points.
+18270,2024-03-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.09,False,Press cycle dwell time lengthened during high-volume batch.
+18271,2024-03-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.072,False,Dust extraction fan offline for 18 minutes on line finishing.
+18272,2024-03-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.514,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18273,2024-03-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Operator reset acknowledged after red-tag inspection.
+18274,2024-03-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.371,False,Temperature remained elevated during unscheduled overtime run.
+18275,2024-03-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Dust extraction fan offline for 18 minutes on line finishing.
+18276,2024-03-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.2,False,Shift handoff note referenced unusual noise near press enclosure.
+18277,2024-03-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Maintenance scheduler deferred calibration due to spare shortage.
+18278,2024-03-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.119,False,Humidity climbed during dock-door open period in afternoon shift.
+18279,2024-03-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.522,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18280,2024-03-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.872,False,Temperature variance narrowed after coolant nozzle cleaning.
+18281,2024-03-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Sensor signal clipping observed during startup surge.
+18282,2024-03-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.663,False,Vibration baseline recovered after tool holder replacement.
+18283,2024-03-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.752,False,Quality team requested trace review for lot 24-118B.
+18284,2024-03-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.093,False,Transient outlier matched forklift impact near cabinet wall.
+18285,2024-03-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Humidity readings track seasonal rise across late spring.
+18286,2024-03-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.105,False,Thermal overshoot event coincided with recipe change on furnace.
+18287,2024-03-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Quality hold reduced finishing booth activity for one shift.
+18288,2024-03-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.32,False,Maintenance note logged for coupling imbalance inspection.
+18289,2024-03-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.331,False,Anomaly review flagged possible bearing wear progression.
+18290,2024-03-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.395,False,Maintenance scheduler deferred calibration due to spare shortage.
+18291,2024-03-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.61,False,Machine idle period extended during planned sanitation window.
+18292,2024-03-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.831,False,Bearing temperature rising faster than baseline on spindle cell.
+18293,2024-03-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Bearing temperature rising faster than baseline on spindle cell.
+18294,2024-03-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.653,False,Thermal overshoot event coincided with recipe change on furnace.
+18295,2024-03-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.731,False,Pressure peak corresponds to oversized billet batch processing.
+18296,2024-03-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.961,False,Packaging line stop reduced adjacent vibration background.
+18297,2024-03-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Sensor enclosure opened for manual calibration verification.
+18298,2024-03-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.153,False,Quality hold reduced finishing booth activity for one shift.
+18299,2024-03-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Quality team requested trace review for lot 24-118B.
+18300,2024-03-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.624,False,Shift handoff note referenced unusual noise near press enclosure.
+18301,2024-03-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Sensor signal clipping observed during startup surge.
+18302,2024-03-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.109,False,Thermal overshoot event coincided with recipe change on furnace.
+18303,2024-03-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.796,False,Temperature remained elevated during unscheduled overtime run.
+18304,2024-03-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.884,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18305,2024-03-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.563,False,Pressure settled back to nominal after valve reseat.
+18306,2024-03-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.631,False,Unbalanced load introduced cyclical pressure ripple.
+18307,2024-03-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,SCADA backfill inserted two delayed telemetry points.
+18308,2024-03-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.273,False,Pressure settled back to nominal after valve reseat.
+18309,2024-03-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.597,False,Humidity excursion near finishing booth during coating run.
+18310,2024-03-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.586,False,Vibration baseline recovered after tool holder replacement.
+18311,2024-03-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.851,False,Thermal overshoot event coincided with recipe change on furnace.
+18312,2024-03-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.647,False,Hydraulic line pressure oscillation detected under load.
+18313,2024-03-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.045,False,Pressure peak corresponds to oversized billet batch processing.
+18314,2024-03-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.543,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18315,2024-03-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18316,2024-03-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.725,False,Transient outlier matched forklift impact near cabinet wall.
+18317,2024-03-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.314,False,Maintenance scheduler deferred calibration due to spare shortage.
+18318,2024-03-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.012,False,Operator reset acknowledged after red-tag inspection.
+18319,2024-03-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,Temperature remained elevated during unscheduled overtime run.
+18320,2024-03-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.916,False,Machine idle period extended during planned sanitation window.
+18321,2024-03-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.741,False,Operator reset acknowledged after red-tag inspection.
+18322,2024-03-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.169,False,Telemetry quality flag downgraded during sensor self-test window.
+18323,2024-03-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.658,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18324,2024-03-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.337,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18325,2024-03-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Supervisory alert generated after three consecutive threshold breaches.
+18326,2024-03-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.539,False,Sensor signal clipping observed during startup surge.
+18327,2024-03-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.435,False,Humidity baseline improved after seal replacement.
+18328,2024-03-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.692,False,Unbalanced load introduced cyclical pressure ripple.
+18329,2024-03-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.754,False,Short-lived packet loss observed at edge gateway gw-02.
+18330,2024-03-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.476,False,Maintenance crew confirmed lubrication interval was missed.
+18331,2024-03-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.718,False,Coolant loop adjustment reduced chamber temperature spread.
+18332,2024-03-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.538,False,Night shift startup produced higher than normal vibration floor.
+18333,2024-03-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.173,False,Humidity climbed during dock-door open period in afternoon shift.
+18334,2024-03-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.521,False,Temporary gateway failover completed without data loss.
+18335,2024-03-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.019,False,Unbalanced load introduced cyclical pressure ripple.
+18336,2024-03-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.936,False,Thermal ramp exceeded expected warmup curve before shift start.
+18337,2024-03-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18338,2024-03-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.977,False,Bearing temperature rising faster than baseline on spindle cell.
+18339,2024-03-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Anomaly review flagged possible bearing wear progression.
+18340,2024-03-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.76,False,Maintenance note logged for coupling imbalance inspection.
+18341,2024-03-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.342,False,Pressure peak corresponds to oversized billet batch processing.
+18342,2024-03-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.011,False,Thermal overshoot event coincided with recipe change on furnace.
+18343,2024-03-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Humidity climbed during dock-door open period in afternoon shift.
+18344,2024-03-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.922,False,Vibration burst exceeds envelope during tool change cycle.
+18345,2024-03-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18346,2024-03-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.368,False,Operator reset acknowledged after red-tag inspection.
+18347,2024-03-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Humidity readings track seasonal rise across late spring.
+18348,2024-03-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.811,False,Sensor battery health remains nominal after firmware update.
+18349,2024-03-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Thermal ramp exceeded expected warmup curve before shift start.
+18350,2024-03-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.405,False,Operator reset acknowledged after red-tag inspection.
+18351,2024-03-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.053,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18352,2024-03-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18353,2024-03-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.966,False,Temperature variance narrowed after coolant nozzle cleaning.
+18354,2024-03-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Packaging line stop reduced adjacent vibration background.
+18355,2024-03-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.108,False,Shift handoff note referenced unusual noise near press enclosure.
+18356,2024-03-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.57,False,Maintenance scheduler deferred calibration due to spare shortage.
+18357,2024-03-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.046,False,Temporary gateway failover completed without data loss.
+18358,2024-03-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Supervisory alert generated after three consecutive threshold breaches.
+18359,2024-03-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.636,False,Sensor signal clipping observed during startup surge.
+18360,2024-03-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.681,False,Machine throughput increase drove sustained pressure uplift.
+18361,2024-03-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.551,False,Coolant loop adjustment reduced chamber temperature spread.
+18362,2024-03-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18363,2024-03-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.693,False,Temperature remained elevated during unscheduled overtime run.
+18364,2024-03-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.67,False,Pressure line purge completed before restart authorization.
+18365,2024-03-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Operator reported intermittent chatter on machine CNC-04.
+18366,2024-03-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.215,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18367,2024-03-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.117,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18368,2024-03-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.013,False,Calibration check overdue by 11 days for press-line transducer.
+18369,2024-03-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Sensor heartbeat delayed by one interval after gateway retry.
+18370,2024-03-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.563,False,Pressure line purge completed before restart authorization.
+18371,2024-03-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Unbalanced load introduced cyclical pressure ripple.
+18372,2024-03-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.508,False,Maintenance crew confirmed lubrication interval was missed.
+18373,2024-03-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.35,False,Reliability engineer tagged sample window for model retraining.
+18374,2024-03-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.484,False,Thermal ramp exceeded expected warmup curve before shift start.
+18375,2024-03-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.601,False,Dust extraction fan offline for 18 minutes on line finishing.
+18376,2024-03-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.224,False,Humidity climbed during dock-door open period in afternoon shift.
+18377,2024-03-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.895,False,Quality team requested trace review for lot 24-118B.
+18378,2024-03-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.924,False,Packaging line stop reduced adjacent vibration background.
+18379,2024-03-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.175,False,Temperature variance narrowed after coolant nozzle cleaning.
+18380,2024-03-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.506,False,Sensor enclosure opened for manual calibration verification.
+18381,2024-03-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.487,False,Humidity baseline improved after seal replacement.
+18382,2024-03-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.474,False,Maintenance note logged for coupling imbalance inspection.
+18383,2024-03-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.185,False,Dust extraction fan offline for 18 minutes on line finishing.
+18384,2024-03-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.588,False,Maintenance scheduler deferred calibration due to spare shortage.
+18385,2024-03-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Condensation warning cleared after dehumidifier ramp-up.
+18386,2024-03-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.922,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18387,2024-03-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.571,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18388,2024-03-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.695,False,Thermal overshoot event coincided with recipe change on furnace.
+18389,2024-03-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Air handler maintenance reduced humidity variance on finishing line.
+18390,2024-03-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.689,False,SCADA backfill inserted two delayed telemetry points.
+18391,2024-03-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.842,False,Pressure peak corresponds to oversized billet batch processing.
+18392,2024-03-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.857,False,Sensor heartbeat delayed by one interval after gateway retry.
+18393,2024-03-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.4,False,Vibration burst exceeds envelope during tool change cycle.
+18394,2024-03-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.564,False,Telemetry quality flag downgraded during sensor self-test window.
+18395,2024-03-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Warning threshold updated for pilot predictive-maintenance model.
+18396,2024-03-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.382,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18397,2024-03-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.577,False,Sensor enclosure opened for manual calibration verification.
+18398,2024-03-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.584,False,Humidity climbed during dock-door open period in afternoon shift.
+18399,2024-03-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.776,False,Calibration check overdue by 11 days for press-line transducer.
+18400,2024-03-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18401,2024-03-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,SCADA backfill inserted two delayed telemetry points.
+18402,2024-03-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.77,False,Quality team requested trace review for lot 24-118B.
+18403,2024-03-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.185,False,SCADA backfill inserted two delayed telemetry points.
+18404,2024-03-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.081,False,Quality hold reduced finishing booth activity for one shift.
+18405,2024-03-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.184,False,Humidity climbed during dock-door open period in afternoon shift.
+18406,2024-03-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.049,False,Humidity baseline improved after seal replacement.
+18407,2024-03-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.015,False,Humidity baseline improved after seal replacement.
+18408,2024-03-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.854,False,Vibration baseline recovered after tool holder replacement.
+18409,2024-03-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance scheduler deferred calibration due to spare shortage.
+18410,2024-03-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.405,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18411,2024-03-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Supervisory alert generated after three consecutive threshold breaches.
+18412,2024-03-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.506,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18413,2024-03-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.825,False,Sensor battery health remains nominal after firmware update.
+18414,2024-03-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.188,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18415,2024-03-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Maintenance note logged for coupling imbalance inspection.
+18416,2024-03-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.894,False,Sensor enclosure opened for manual calibration verification.
+18417,2024-03-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.203,False,Short-lived packet loss observed at edge gateway gw-02.
+18418,2024-03-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.229,False,Packaging line stop reduced adjacent vibration background.
+18419,2024-03-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.925,False,Quality team requested trace review for lot 24-118B.
+18420,2024-03-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.573,False,Humidity baseline improved after seal replacement.
+18421,2024-03-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.954,False,Humidity baseline improved after seal replacement.
+18422,2024-03-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.169,False,Humidity excursion near finishing booth during coating run.
+18423,2024-03-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Maintenance note logged for coupling imbalance inspection.
+18424,2024-03-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.961,False,Vibration burst exceeds envelope during tool change cycle.
+18425,2024-03-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Supervisory alert generated after three consecutive threshold breaches.
+18426,2024-03-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.171,False,Sensor heartbeat delayed by one interval after gateway retry.
+18427,2024-03-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18428,2024-03-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.149,False,Telemetry quality flag downgraded during sensor self-test window.
+18429,2024-03-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.253,False,Reliability engineer tagged sample window for model retraining.
+18430,2024-03-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.77,False,Short-lived packet loss observed at edge gateway gw-02.
+18431,2024-03-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Humidity baseline improved after seal replacement.
+18432,2024-03-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.96,False,Temperature variance narrowed after coolant nozzle cleaning.
+18433,2024-03-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Bearing temperature rising faster than baseline on spindle cell.
+18434,2024-03-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.904,False,Shift handoff note referenced unusual noise near press enclosure.
+18435,2024-03-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Temperature remained elevated during unscheduled overtime run.
+18436,2024-03-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.306,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18437,2024-03-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Quality team requested trace review for lot 24-118B.
+18438,2024-03-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.358,False,Temperature remained elevated during unscheduled overtime run.
+18439,2024-03-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.232,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18440,2024-03-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.356,False,Transient outlier matched forklift impact near cabinet wall.
+18441,2024-03-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.181,False,Coolant loop adjustment reduced chamber temperature spread.
+18442,2024-03-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.146,False,Machine idle period extended during planned sanitation window.
+18443,2024-03-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Condensation warning cleared after dehumidifier ramp-up.
+18444,2024-03-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18445,2024-03-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.103,False,Vibration burst exceeds envelope during tool change cycle.
+18446,2024-03-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.206,False,Air handler maintenance reduced humidity variance on finishing line.
+18447,2024-03-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Thermal ramp exceeded expected warmup curve before shift start.
+18448,2024-03-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.045,False,Maintenance note logged for coupling imbalance inspection.
+18449,2024-03-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Maintenance scheduler deferred calibration due to spare shortage.
+18450,2024-03-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.91,False,Quality team requested trace review for lot 24-118B.
+18451,2024-03-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.494,False,Humidity readings track seasonal rise across late spring.
+18452,2024-03-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.929,False,Pressure peak corresponds to oversized billet batch processing.
+18453,2024-03-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.629,False,Thermal ramp exceeded expected warmup curve before shift start.
+18454,2024-03-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.746,False,Thermal overshoot event coincided with recipe change on furnace.
+18455,2024-03-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.32,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18456,2024-03-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.998,False,Shift handoff note referenced unusual noise near press enclosure.
+18457,2024-03-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.72,False,Humidity excursion near finishing booth during coating run.
+18458,2024-03-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.497,False,Humidity climbed during dock-door open period in afternoon shift.
+18459,2024-03-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.908,False,Pressure settled back to nominal after valve reseat.
+18460,2024-03-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.954,False,Dust extraction fan offline for 18 minutes on line finishing.
+18461,2024-03-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.035,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18462,2024-03-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.266,False,Machine idle period extended during planned sanitation window.
+18463,2024-03-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Sensor enclosure opened for manual calibration verification.
+18464,2024-03-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18465,2024-03-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18466,2024-03-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.778,False,Bearing temperature rising faster than baseline on spindle cell.
+18467,2024-03-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.376,False,Operator reset acknowledged after red-tag inspection.
+18468,2024-03-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.204,False,Calibration check overdue by 11 days for press-line transducer.
+18469,2024-03-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Humidity baseline improved after seal replacement.
+18470,2024-03-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.819,False,Transient outlier matched forklift impact near cabinet wall.
+18471,2024-03-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.064,False,Calibration check overdue by 11 days for press-line transducer.
+18472,2024-03-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.667,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18473,2024-03-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Sensor heartbeat delayed by one interval after gateway retry.
+18474,2024-03-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.479,False,Humidity readings track seasonal rise across late spring.
+18475,2024-03-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Quality hold reduced finishing booth activity for one shift.
+18476,2024-03-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.355,False,Pressure settled back to nominal after valve reseat.
+18477,2024-03-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.636,False,Short-lived packet loss observed at edge gateway gw-02.
+18478,2024-03-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.91,False,Unbalanced load introduced cyclical pressure ripple.
+18479,2024-03-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Coolant loop adjustment reduced chamber temperature spread.
+18480,2024-03-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.705,False,Maintenance crew confirmed lubrication interval was missed.
+18481,2024-03-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.797,False,Humidity baseline improved after seal replacement.
+18482,2024-03-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.141,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18483,2024-03-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.345,False,Vibration baseline recovered after tool holder replacement.
+18484,2024-03-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.519,False,Vibration harmonics broadened during extended production run.
+18485,2024-03-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Sensor battery health remains nominal after firmware update.
+18486,2024-03-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.18,False,Maintenance crew confirmed lubrication interval was missed.
+18487,2024-03-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Short-lived packet loss observed at edge gateway gw-02.
+18488,2024-03-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.498,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18489,2024-03-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.017,False,Coolant loop adjustment reduced chamber temperature spread.
+18490,2024-03-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.727,False,Press cycle dwell time lengthened during high-volume batch.
+18491,2024-03-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.561,False,Night shift startup produced higher than normal vibration floor.
+18492,2024-03-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.147,False,Calibration check overdue by 11 days for press-line transducer.
+18493,2024-03-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Machine idle period extended during planned sanitation window.
+18494,2024-03-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.045,False,Maintenance note logged for coupling imbalance inspection.
+18495,2024-03-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.403,False,Operator reset acknowledged after red-tag inspection.
+18496,2024-03-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.51,False,Humidity climbed during dock-door open period in afternoon shift.
+18497,2024-03-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18498,2024-03-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.754,False,Thermal overshoot event coincided with recipe change on furnace.
+18499,2024-03-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18500,2024-03-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.537,False,Shift handoff note referenced unusual noise near press enclosure.
+18501,2024-03-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Machine idle period extended during planned sanitation window.
+18502,2024-03-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.134,False,Machine idle period extended during planned sanitation window.
+18503,2024-03-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.579,False,Coolant loop adjustment reduced chamber temperature spread.
+18504,2024-03-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.202,False,Quality team requested trace review for lot 24-118B.
+18505,2024-03-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Humidity baseline improved after seal replacement.
+18506,2024-03-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.05,False,Maintenance scheduler deferred calibration due to spare shortage.
+18507,2024-03-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Pressure peak corresponds to oversized billet batch processing.
+18508,2024-03-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.542,False,Machine throughput increase drove sustained pressure uplift.
+18509,2024-03-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.952,False,Temporary gateway failover completed without data loss.
+18510,2024-03-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.341,False,Sensor battery health remains nominal after firmware update.
+18511,2024-03-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.833,False,Packaging line stop reduced adjacent vibration background.
+18512,2024-03-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.066,False,Dust extraction fan offline for 18 minutes on line finishing.
+18513,2024-03-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.115,False,Thermal overshoot event coincided with recipe change on furnace.
+18514,2024-03-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.8,False,Maintenance crew confirmed lubrication interval was missed.
+18515,2024-03-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.638,False,Hydraulic line pressure oscillation detected under load.
+18516,2024-03-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.583,False,Thermal ramp exceeded expected warmup curve before shift start.
+18517,2024-03-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.405,False,Sensor signal clipping observed during startup surge.
+18518,2024-03-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.189,False,Supervisory alert generated after three consecutive threshold breaches.
+18519,2024-03-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Temperature variance narrowed after coolant nozzle cleaning.
+18520,2024-03-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.438,False,Dust extraction fan offline for 18 minutes on line finishing.
+18521,2024-03-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Vibration baseline recovered after tool holder replacement.
+18522,2024-03-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.363,False,Humidity climbed during dock-door open period in afternoon shift.
+18523,2024-03-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.914,False,Operator reset acknowledged after red-tag inspection.
+18524,2024-03-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.258,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18525,2024-03-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.289,False,Humidity readings track seasonal rise across late spring.
+18526,2024-03-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.399,False,Pressure settled back to nominal after valve reseat.
+18527,2024-03-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.94,False,Humidity excursion near finishing booth during coating run.
+18528,2024-03-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.824,False,Humidity excursion near finishing booth during coating run.
+18529,2024-03-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.002,False,Sensor signal clipping observed during startup surge.
+18530,2024-03-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.639,False,Temporary gateway failover completed without data loss.
+18531,2024-03-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.798,False,Bearing temperature rising faster than baseline on spindle cell.
+18532,2024-03-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.287,False,Press cycle dwell time lengthened during high-volume batch.
+18533,2024-03-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Calibration check overdue by 11 days for press-line transducer.
+18534,2024-03-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.432,False,Coolant loop adjustment reduced chamber temperature spread.
+18535,2024-03-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.405,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18536,2024-03-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.599,False,Machine throughput increase drove sustained pressure uplift.
+18537,2024-03-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Machine idle period extended during planned sanitation window.
+18538,2024-03-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.47,False,Machine idle period extended during planned sanitation window.
+18539,2024-03-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.284,False,Vibration burst exceeds envelope during tool change cycle.
+18540,2024-03-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.186,False,Pressure settled back to nominal after valve reseat.
+18541,2024-03-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.922,False,Supervisory alert generated after three consecutive threshold breaches.
+18542,2024-03-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.562,False,Quality team requested trace review for lot 24-118B.
+18543,2024-03-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Shift handoff note referenced unusual noise near press enclosure.
+18544,2024-03-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.668,False,Vibration harmonics broadened during extended production run.
+18545,2024-03-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Quality hold reduced finishing booth activity for one shift.
+18546,2024-03-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.357,False,Packaging line stop reduced adjacent vibration background.
+18547,2024-03-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.805,False,Vibration harmonics broadened during extended production run.
+18548,2024-03-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.866,False,Edge collector replayed buffered events after network recovery.
+18549,2024-03-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Edge collector replayed buffered events after network recovery.
+18550,2024-03-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.085,False,Vibration harmonics broadened during extended production run.
+18551,2024-03-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Temperature variance narrowed after coolant nozzle cleaning.
+18552,2024-03-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.179,False,Supervisory alert generated after three consecutive threshold breaches.
+18553,2024-03-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Unbalanced load introduced cyclical pressure ripple.
+18554,2024-03-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.096,False,Sensor enclosure opened for manual calibration verification.
+18555,2024-03-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Pressure settled back to nominal after valve reseat.
+18556,2024-03-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.164,False,Humidity baseline improved after seal replacement.
+18557,2024-03-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.611,False,Edge collector replayed buffered events after network recovery.
+18558,2024-03-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.744,False,Telemetry quality flag downgraded during sensor self-test window.
+18559,2024-03-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18560,2024-03-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.458,False,SCADA backfill inserted two delayed telemetry points.
+18561,2024-03-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.452,False,Humidity climbed during dock-door open period in afternoon shift.
+18562,2024-03-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.251,False,Humidity readings track seasonal rise across late spring.
+18563,2024-03-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.625,False,Coolant loop adjustment reduced chamber temperature spread.
+18564,2024-03-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.765,False,Supervisory alert generated after three consecutive threshold breaches.
+18565,2024-03-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.001,False,Temperature variance narrowed after coolant nozzle cleaning.
+18566,2024-03-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.431,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18567,2024-03-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.402,False,Pressure peak corresponds to oversized billet batch processing.
+18568,2024-03-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.187,False,Sensor battery health remains nominal after firmware update.
+18569,2024-03-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18570,2024-03-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.226,False,Telemetry quality flag downgraded during sensor self-test window.
+18571,2024-03-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Temperature variance narrowed after coolant nozzle cleaning.
+18572,2024-03-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.451,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18573,2024-03-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Quality team requested trace review for lot 24-118B.
+18574,2024-03-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.767,False,Packaging line stop reduced adjacent vibration background.
+18575,2024-03-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.873,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18576,2024-03-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.528,False,Humidity excursion near finishing booth during coating run.
+18577,2024-03-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Short-lived packet loss observed at edge gateway gw-02.
+18578,2024-03-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.422,False,Edge collector replayed buffered events after network recovery.
+18579,2024-03-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.097,False,Short-lived packet loss observed at edge gateway gw-02.
+18580,2024-03-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.368,False,Temperature variance narrowed after coolant nozzle cleaning.
+18581,2024-03-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.702,False,Packaging line stop reduced adjacent vibration background.
+18582,2024-03-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.183,False,Packaging line stop reduced adjacent vibration background.
+18583,2024-03-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.215,False,Press cycle dwell time lengthened during high-volume batch.
+18584,2024-03-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.313,False,Pressure peak corresponds to oversized billet batch processing.
+18585,2024-03-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,SCADA backfill inserted two delayed telemetry points.
+18586,2024-03-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.014,False,Reliability engineer tagged sample window for model retraining.
+18587,2024-03-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Edge collector replayed buffered events after network recovery.
+18588,2024-03-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.567,False,Vibration burst exceeds envelope during tool change cycle.
+18589,2024-03-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Edge collector replayed buffered events after network recovery.
+18590,2024-03-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18591,2024-03-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.525,False,Condensation warning cleared after dehumidifier ramp-up.
+18592,2024-03-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.448,False,Sensor enclosure opened for manual calibration verification.
+18593,2024-03-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18594,2024-03-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.257,False,Machine idle period extended during planned sanitation window.
+18595,2024-03-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Sensor signal clipping observed during startup surge.
+18596,2024-03-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.073,False,Operator reported intermittent chatter on machine CNC-04.
+18597,2024-03-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Unbalanced load introduced cyclical pressure ripple.
+18598,2024-03-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.626,False,Vibration harmonics broadened during extended production run.
+18599,2024-03-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18600,2024-03-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.13,False,Humidity climbed during dock-door open period in afternoon shift.
+18601,2024-03-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.229,False,Quality hold reduced finishing booth activity for one shift.
+18602,2024-03-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.982,False,Warning threshold updated for pilot predictive-maintenance model.
+18603,2024-03-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Vibration burst exceeds envelope during tool change cycle.
+18604,2024-03-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.801,False,Maintenance crew confirmed lubrication interval was missed.
+18605,2024-03-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.202,False,Coolant loop adjustment reduced chamber temperature spread.
+18606,2024-03-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.497,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18607,2024-03-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.276,False,Sensor heartbeat delayed by one interval after gateway retry.
+18608,2024-03-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.744,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18609,2024-03-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.404,False,Pressure peak corresponds to oversized billet batch processing.
+18610,2024-03-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.687,False,Coolant loop adjustment reduced chamber temperature spread.
+18611,2024-03-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.804,False,Anomaly review flagged possible bearing wear progression.
+18612,2024-03-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.843,False,Temperature remained elevated during unscheduled overtime run.
+18613,2024-03-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.764,False,Sensor heartbeat delayed by one interval after gateway retry.
+18614,2024-03-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.437,False,Temporary gateway failover completed without data loss.
+18615,2024-03-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.646,False,Hydraulic line pressure oscillation detected under load.
+18616,2024-03-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.476,False,Calibration check overdue by 11 days for press-line transducer.
+18617,2024-03-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.226,False,Coolant loop adjustment reduced chamber temperature spread.
+18618,2024-03-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.216,False,Quality team requested trace review for lot 24-118B.
+18619,2024-03-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18620,2024-03-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.869,False,Anomaly review flagged possible bearing wear progression.
+18621,2024-03-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,SCADA backfill inserted two delayed telemetry points.
+18622,2024-03-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.824,False,Humidity excursion near finishing booth during coating run.
+18623,2024-03-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Humidity readings track seasonal rise across late spring.
+18624,2024-03-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.026,False,Humidity excursion near finishing booth during coating run.
+18625,2024-03-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Press cycle dwell time lengthened during high-volume batch.
+18626,2024-03-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.727,False,Transient outlier matched forklift impact near cabinet wall.
+18627,2024-03-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.866,False,Edge collector replayed buffered events after network recovery.
+18628,2024-03-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.945,False,Packaging line stop reduced adjacent vibration background.
+18629,2024-03-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.848,False,Operator reset acknowledged after red-tag inspection.
+18630,2024-03-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.48,False,Anomaly review flagged possible bearing wear progression.
+18631,2024-03-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.529,False,Vibration burst exceeds envelope during tool change cycle.
+18632,2024-03-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.835,False,Pressure line purge completed before restart authorization.
+18633,2024-03-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Coolant loop adjustment reduced chamber temperature spread.
+18634,2024-03-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.472,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18635,2024-03-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.175,False,Machine throughput increase drove sustained pressure uplift.
+18636,2024-03-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.949,False,Supervisory alert generated after three consecutive threshold breaches.
+18637,2024-03-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Edge collector replayed buffered events after network recovery.
+18638,2024-03-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.465,False,Vibration harmonics broadened during extended production run.
+18639,2024-03-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Humidity climbed during dock-door open period in afternoon shift.
+18640,2024-03-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.079,False,Pressure settled back to nominal after valve reseat.
+18641,2024-03-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Vibration burst exceeds envelope during tool change cycle.
+18642,2024-03-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.771,False,Bearing temperature rising faster than baseline on spindle cell.
+18643,2024-03-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.325,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18644,2024-03-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.506,False,Pressure settled back to nominal after valve reseat.
+18645,2024-03-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Condensation warning cleared after dehumidifier ramp-up.
+18646,2024-03-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.661,False,Thermal overshoot event coincided with recipe change on furnace.
+18647,2024-03-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.689,False,Vibration harmonics broadened during extended production run.
+18648,2024-03-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.921,False,Edge collector replayed buffered events after network recovery.
+18649,2024-03-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Pressure peak corresponds to oversized billet batch processing.
+18650,2024-03-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.678,False,Calibration check overdue by 11 days for press-line transducer.
+18651,2024-03-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.773,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18652,2024-03-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.989,False,Supervisory alert generated after three consecutive threshold breaches.
+18653,2024-03-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.829,False,Machine throughput increase drove sustained pressure uplift.
+18654,2024-03-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.464,False,Packaging line stop reduced adjacent vibration background.
+18655,2024-03-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.567,False,Dust extraction fan offline for 18 minutes on line finishing.
+18656,2024-03-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.693,False,Humidity baseline improved after seal replacement.
+18657,2024-03-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.886,False,Maintenance scheduler deferred calibration due to spare shortage.
+18658,2024-03-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.43,False,Short-lived packet loss observed at edge gateway gw-02.
+18659,2024-03-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.796,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18660,2024-03-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.641,False,Sensor battery health remains nominal after firmware update.
+18661,2024-03-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Press cycle dwell time lengthened during high-volume batch.
+18662,2024-03-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.345,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18663,2024-03-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Anomaly review flagged possible bearing wear progression.
+18664,2024-03-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.58,False,Vibration burst exceeds envelope during tool change cycle.
+18665,2024-03-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.46,False,Air handler maintenance reduced humidity variance on finishing line.
+18666,2024-03-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.793,False,Short-lived packet loss observed at edge gateway gw-02.
+18667,2024-03-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.824,False,Quality team requested trace review for lot 24-118B.
+18668,2024-03-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.529,False,Operator reported intermittent chatter on machine CNC-04.
+18669,2024-03-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Sensor enclosure opened for manual calibration verification.
+18670,2024-03-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.486,False,Humidity readings track seasonal rise across late spring.
+18671,2024-03-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.439,False,Press cycle dwell time lengthened during high-volume batch.
+18672,2024-03-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.389,False,Night shift startup produced higher than normal vibration floor.
+18673,2024-03-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.217,False,Temporary gateway failover completed without data loss.
+18674,2024-03-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.305,False,Vibration burst exceeds envelope during tool change cycle.
+18675,2024-03-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.274,False,Pressure line purge completed before restart authorization.
+18676,2024-03-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.04,False,Calibration check overdue by 11 days for press-line transducer.
+18677,2024-03-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.844,False,Telemetry quality flag downgraded during sensor self-test window.
+18678,2024-03-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.845,False,Pressure line purge completed before restart authorization.
+18679,2024-03-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.055,False,Humidity climbed during dock-door open period in afternoon shift.
+18680,2024-03-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Packaging line stop reduced adjacent vibration background.
+18681,2024-03-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.638,False,Night shift startup produced higher than normal vibration floor.
+18682,2024-03-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.297,False,Coolant loop adjustment reduced chamber temperature spread.
+18683,2024-03-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18684,2024-03-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.433,False,Warning threshold updated for pilot predictive-maintenance model.
+18685,2024-03-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Dust extraction fan offline for 18 minutes on line finishing.
+18686,2024-03-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.339,False,Humidity excursion near finishing booth during coating run.
+18687,2024-03-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.69,False,Pressure peak corresponds to oversized billet batch processing.
+18688,2024-03-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.44,False,Maintenance note logged for coupling imbalance inspection.
+18689,2024-03-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Operator reset acknowledged after red-tag inspection.
+18690,2024-03-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.041,False,Sensor signal clipping observed during startup surge.
+18691,2024-03-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.841,False,Thermal ramp exceeded expected warmup curve before shift start.
+18692,2024-03-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.149,False,Shift handoff note referenced unusual noise near press enclosure.
+18693,2024-03-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Pressure settled back to nominal after valve reseat.
+18694,2024-03-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.494,False,Humidity baseline improved after seal replacement.
+18695,2024-03-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.923,False,Quality hold reduced finishing booth activity for one shift.
+18696,2024-03-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.992,False,Thermal overshoot event coincided with recipe change on furnace.
+18697,2024-03-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.643,False,Shift handoff note referenced unusual noise near press enclosure.
+18698,2024-03-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.965,False,Vibration baseline recovered after tool holder replacement.
+18699,2024-03-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Pressure peak corresponds to oversized billet batch processing.
+18700,2024-03-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.356,False,Supervisory alert generated after three consecutive threshold breaches.
+18701,2024-03-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.637,False,Thermal ramp exceeded expected warmup curve before shift start.
+18702,2024-03-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.134,False,Humidity readings track seasonal rise across late spring.
+18703,2024-03-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.665,False,Temporary gateway failover completed without data loss.
+18704,2024-03-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.936,False,Anomaly review flagged possible bearing wear progression.
+18705,2024-03-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.476,False,Pressure settled back to nominal after valve reseat.
+18706,2024-03-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.371,False,Pressure peak corresponds to oversized billet batch processing.
+18707,2024-03-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Vibration harmonics broadened during extended production run.
+18708,2024-03-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.393,False,Humidity baseline improved after seal replacement.
+18709,2024-03-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.777,False,Temperature variance narrowed after coolant nozzle cleaning.
+18710,2024-03-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.671,False,Reliability engineer tagged sample window for model retraining.
+18711,2024-03-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Calibration check overdue by 11 days for press-line transducer.
+18712,2024-03-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.996,False,Telemetry quality flag downgraded during sensor self-test window.
+18713,2024-03-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.227,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18714,2024-03-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.503,False,Pressure peak corresponds to oversized billet batch processing.
+18715,2024-03-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.494,False,Humidity readings track seasonal rise across late spring.
+18716,2024-03-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.005,False,Condensation warning cleared after dehumidifier ramp-up.
+18717,2024-03-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.765,False,Operator reported intermittent chatter on machine CNC-04.
+18718,2024-03-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.022,False,Condensation warning cleared after dehumidifier ramp-up.
+18719,2024-03-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.523,False,Temperature variance narrowed after coolant nozzle cleaning.
+18720,2024-03-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.912,False,SCADA backfill inserted two delayed telemetry points.
+18721,2024-03-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.984,False,Vibration harmonics broadened during extended production run.
+18722,2024-03-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.764,False,Condensation warning cleared after dehumidifier ramp-up.
+18723,2024-03-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Shift handoff note referenced unusual noise near press enclosure.
+18724,2024-03-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.271,False,Vibration harmonics broadened during extended production run.
+18725,2024-03-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Vibration baseline recovered after tool holder replacement.
+18726,2024-03-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.031,False,Shift handoff note referenced unusual noise near press enclosure.
+18727,2024-03-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.763,False,Sensor signal clipping observed during startup surge.
+18728,2024-03-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.759,False,Humidity excursion near finishing booth during coating run.
+18729,2024-03-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Temporary gateway failover completed without data loss.
+18730,2024-03-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.321,False,Humidity baseline improved after seal replacement.
+18731,2024-03-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.806,False,Humidity readings track seasonal rise across late spring.
+18732,2024-03-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.817,False,Short-lived packet loss observed at edge gateway gw-02.
+18733,2024-03-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Dust extraction fan offline for 18 minutes on line finishing.
+18734,2024-03-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.533,False,Sensor signal clipping observed during startup surge.
+18735,2024-03-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.519,False,Vibration harmonics broadened during extended production run.
+18736,2024-03-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.773,False,Thermal ramp exceeded expected warmup curve before shift start.
+18737,2024-03-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.445,False,Operator reset acknowledged after red-tag inspection.
+18738,2024-03-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.01,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18739,2024-03-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,Supervisory alert generated after three consecutive threshold breaches.
+18740,2024-03-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.658,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18741,2024-03-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Sensor heartbeat delayed by one interval after gateway retry.
+18742,2024-03-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.393,False,Night shift startup produced higher than normal vibration floor.
+18743,2024-03-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.669,False,Warning threshold updated for pilot predictive-maintenance model.
+18744,2024-03-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.414,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18745,2024-03-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Telemetry quality flag downgraded during sensor self-test window.
+18746,2024-03-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.03,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18747,2024-03-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Machine throughput increase drove sustained pressure uplift.
+18748,2024-03-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.041,False,Short-lived packet loss observed at edge gateway gw-02.
+18749,2024-03-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18750,2024-03-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.382,False,Operator reset acknowledged after red-tag inspection.
+18751,2024-03-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.799,False,Quality hold reduced finishing booth activity for one shift.
+18752,2024-03-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.672,False,Night shift startup produced higher than normal vibration floor.
+18753,2024-03-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Calibration check overdue by 11 days for press-line transducer.
+18754,2024-03-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.933,False,Humidity excursion near finishing booth during coating run.
+18755,2024-03-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.115,False,Vibration burst exceeds envelope during tool change cycle.
+18756,2024-03-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.05,False,Maintenance note logged for coupling imbalance inspection.
+18757,2024-03-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Condensation warning cleared after dehumidifier ramp-up.
+18758,2024-03-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.996,False,Reliability engineer tagged sample window for model retraining.
+18759,2024-03-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.725,False,Supervisory alert generated after three consecutive threshold breaches.
+18760,2024-03-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.332,False,Transient outlier matched forklift impact near cabinet wall.
+18761,2024-03-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18762,2024-03-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.653,False,Pressure peak corresponds to oversized billet batch processing.
+18763,2024-03-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.344,False,Vibration baseline recovered after tool holder replacement.
+18764,2024-03-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.001,False,Humidity climbed during dock-door open period in afternoon shift.
+18765,2024-03-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.841,False,Air handler maintenance reduced humidity variance on finishing line.
+18766,2024-03-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.538,False,Machine idle period extended during planned sanitation window.
+18767,2024-03-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.538,False,Quality hold reduced finishing booth activity for one shift.
+18768,2024-03-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.945,False,Thermal ramp exceeded expected warmup curve before shift start.
+18769,2024-03-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Night shift startup produced higher than normal vibration floor.
+18770,2024-03-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.299,False,Sensor heartbeat delayed by one interval after gateway retry.
+18771,2024-03-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.662,False,Sensor battery health remains nominal after firmware update.
+18772,2024-03-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.409,False,Press cycle dwell time lengthened during high-volume batch.
+18773,2024-03-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.379,False,Humidity climbed during dock-door open period in afternoon shift.
+18774,2024-03-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.867,False,Thermal ramp exceeded expected warmup curve before shift start.
+18775,2024-03-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.609,False,Edge collector replayed buffered events after network recovery.
+18776,2024-03-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.985,False,Supervisory alert generated after three consecutive threshold breaches.
+18777,2024-03-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Quality hold reduced finishing booth activity for one shift.
+18778,2024-03-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.782,False,Sensor battery health remains nominal after firmware update.
+18779,2024-03-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Temporary gateway failover completed without data loss.
+18780,2024-03-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.634,False,Maintenance crew confirmed lubrication interval was missed.
+18781,2024-03-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18782,2024-03-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.495,False,Operator reset acknowledged after red-tag inspection.
+18783,2024-03-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Quality hold reduced finishing booth activity for one shift.
+18784,2024-03-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.024,False,Press cycle dwell time lengthened during high-volume batch.
+18785,2024-03-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.807,False,Vibration burst exceeds envelope during tool change cycle.
+18786,2024-03-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.452,False,Pressure settled back to nominal after valve reseat.
+18787,2024-03-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.504,False,Short-lived packet loss observed at edge gateway gw-02.
+18788,2024-03-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.769,False,Pressure line purge completed before restart authorization.
+18789,2024-03-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.017,False,Sensor enclosure opened for manual calibration verification.
+18790,2024-03-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.839,False,Sensor heartbeat delayed by one interval after gateway retry.
+18791,2024-03-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.492,False,Humidity baseline improved after seal replacement.
+18792,2024-03-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.276,False,Calibration check overdue by 11 days for press-line transducer.
+18793,2024-03-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.549,False,Humidity readings track seasonal rise across late spring.
+18794,2024-03-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.606,False,Vibration harmonics broadened during extended production run.
+18795,2024-03-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Bearing temperature rising faster than baseline on spindle cell.
+18796,2024-03-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.888,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18797,2024-03-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.238,False,Press cycle dwell time lengthened during high-volume batch.
+18798,2024-03-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.485,False,Hydraulic line pressure oscillation detected under load.
+18799,2024-03-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.52,False,Vibration harmonics broadened during extended production run.
+18800,2024-03-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.056,False,Night shift startup produced higher than normal vibration floor.
+18801,2024-03-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.47,False,Machine throughput increase drove sustained pressure uplift.
+18802,2024-03-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.705,False,Pressure peak corresponds to oversized billet batch processing.
+18803,2024-03-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.171,False,Telemetry quality flag downgraded during sensor self-test window.
+18804,2024-03-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.567,False,Air handler maintenance reduced humidity variance on finishing line.
+18805,2024-03-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Coolant loop adjustment reduced chamber temperature spread.
+18806,2024-03-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.139,False,Edge collector replayed buffered events after network recovery.
+18807,2024-03-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.388,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18808,2024-03-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.147,False,Thermal ramp exceeded expected warmup curve before shift start.
+18809,2024-03-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Calibration check overdue by 11 days for press-line transducer.
+18810,2024-03-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.494,False,Telemetry quality flag downgraded during sensor self-test window.
+18811,2024-03-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Pressure settled back to nominal after valve reseat.
+18812,2024-03-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.408,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18813,2024-03-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Edge collector replayed buffered events after network recovery.
+18814,2024-03-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.793,False,Hydraulic line pressure oscillation detected under load.
+18815,2024-03-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.803,False,Temperature remained elevated during unscheduled overtime run.
+18816,2024-03-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.998,False,Coolant loop adjustment reduced chamber temperature spread.
+18817,2024-03-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.685,False,Dust extraction fan offline for 18 minutes on line finishing.
+18818,2024-03-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.011,False,Quality team requested trace review for lot 24-118B.
+18819,2024-03-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.147,False,Reliability engineer tagged sample window for model retraining.
+18820,2024-03-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.908,False,Sensor battery health remains nominal after firmware update.
+18821,2024-03-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Short-lived packet loss observed at edge gateway gw-02.
+18822,2024-03-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.471,False,SCADA backfill inserted two delayed telemetry points.
+18823,2024-03-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.981,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18824,2024-03-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.876,False,Press cycle dwell time lengthened during high-volume batch.
+18825,2024-03-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Reliability engineer tagged sample window for model retraining.
+18826,2024-03-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.417,False,Shift handoff note referenced unusual noise near press enclosure.
+18827,2024-03-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.69,False,Night shift startup produced higher than normal vibration floor.
+18828,2024-03-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.25,False,Vibration burst exceeds envelope during tool change cycle.
+18829,2024-03-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,Ambient temperature stabilized after HVAC stage-two engagement.
+18830,2024-03-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.377,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18831,2024-03-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.997,False,Maintenance crew confirmed lubrication interval was missed.
+18832,2024-03-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.326,False,Transient outlier matched forklift impact near cabinet wall.
+18833,2024-03-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.49,False,Vibration baseline recovered after tool holder replacement.
+18834,2024-03-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.183,False,Coolant loop adjustment reduced chamber temperature spread.
+18835,2024-03-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.215,False,Dust extraction fan offline for 18 minutes on line finishing.
+18836,2024-03-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.826,False,Operator reset acknowledged after red-tag inspection.
+18837,2024-03-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.112,False,Maintenance crew confirmed lubrication interval was missed.
+18838,2024-03-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.028,False,Press cycle dwell time lengthened during high-volume batch.
+18839,2024-03-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.261,False,Vibration harmonics broadened during extended production run.
+18840,2024-03-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.921,False,Maintenance note logged for coupling imbalance inspection.
+18841,2024-03-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Pressure line purge completed before restart authorization.
+18842,2024-03-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.403,False,Sensor battery health remains nominal after firmware update.
+18843,2024-03-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Press cycle dwell time lengthened during high-volume batch.
+18844,2024-03-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Packaging line stop reduced adjacent vibration background.
+18845,2024-03-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Transient outlier matched forklift impact near cabinet wall.
+18846,2024-03-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.371,False,Vibration harmonics broadened during extended production run.
+18847,2024-03-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.143,False,Pressure peak corresponds to oversized billet batch processing.
+18848,2024-03-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.442,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18849,2024-03-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.674,False,Operator reported intermittent chatter on machine CNC-04.
+18850,2024-03-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.623,False,Hydraulic line pressure oscillation detected under load.
+18851,2024-03-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.671,False,Telemetry quality flag downgraded during sensor self-test window.
+18852,2024-03-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.244,False,Air handler maintenance reduced humidity variance on finishing line.
+18853,2024-03-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Warning threshold updated for pilot predictive-maintenance model.
+18854,2024-03-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.161,False,Humidity climbed during dock-door open period in afternoon shift.
+18855,2024-03-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.366,False,Humidity baseline improved after seal replacement.
+18856,2024-03-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.867,False,Warning threshold updated for pilot predictive-maintenance model.
+18857,2024-03-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Press cycle dwell time lengthened during high-volume batch.
+18858,2024-03-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.093,False,Pressure peak corresponds to oversized billet batch processing.
+18859,2024-03-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.164,False,Sensor signal clipping observed during startup surge.
+18860,2024-03-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.189,False,Humidity excursion near finishing booth during coating run.
+18861,2024-03-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.215,False,Vibration harmonics broadened during extended production run.
+18862,2024-03-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.673,False,Warning threshold updated for pilot predictive-maintenance model.
+18863,2024-03-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.581,False,Humidity excursion near finishing booth during coating run.
+18864,2024-03-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.54,False,Maintenance scheduler deferred calibration due to spare shortage.
+18865,2024-03-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.123,False,Temporary gateway failover completed without data loss.
+18866,2024-03-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18867,2024-03-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.9,False,Temperature remained elevated during unscheduled overtime run.
+18868,2024-03-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.532,False,Packaging line stop reduced adjacent vibration background.
+18869,2024-03-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Bearing temperature rising faster than baseline on spindle cell.
+18870,2024-03-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.792,False,Shift handoff note referenced unusual noise near press enclosure.
+18871,2024-03-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.633,False,Coolant loop adjustment reduced chamber temperature spread.
+18872,2024-03-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.204,False,Dust extraction fan offline for 18 minutes on line finishing.
+18873,2024-03-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Temperature remained elevated during unscheduled overtime run.
+18874,2024-03-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.656,False,Humidity readings track seasonal rise across late spring.
+18875,2024-03-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.285,False,Temperature remained elevated during unscheduled overtime run.
+18876,2024-03-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.194,False,Machine idle period extended during planned sanitation window.
+18877,2024-03-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Hydraulic line pressure oscillation detected under load.
+18878,2024-03-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.673,False,Humidity excursion near finishing booth during coating run.
+18879,2024-03-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Thermal ramp exceeded expected warmup curve before shift start.
+18880,2024-03-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.753,False,Operator reported intermittent chatter on machine CNC-04.
+18881,2024-03-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Pressure line purge completed before restart authorization.
+18882,2024-03-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.259,False,Operator reported intermittent chatter on machine CNC-04.
+18883,2024-03-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.193,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18884,2024-03-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.183,False,Bearing temperature rising faster than baseline on spindle cell.
+18885,2024-03-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.374,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18886,2024-03-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18887,2024-03-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.382,False,Humidity climbed during dock-door open period in afternoon shift.
+18888,2024-03-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.551,False,Humidity readings track seasonal rise across late spring.
+18889,2024-03-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,Pressure line purge completed before restart authorization.
+18890,2024-03-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.49,False,Quality hold reduced finishing booth activity for one shift.
+18891,2024-03-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Machine idle period extended during planned sanitation window.
+18892,2024-03-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.288,False,Short-lived packet loss observed at edge gateway gw-02.
+18893,2024-03-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.886,False,Vibration burst exceeds envelope during tool change cycle.
+18894,2024-03-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.329,False,Pressure peak corresponds to oversized billet batch processing.
+18895,2024-03-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.582,False,Sensor heartbeat delayed by one interval after gateway retry.
+18896,2024-03-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.301,False,Coolant loop adjustment reduced chamber temperature spread.
+18897,2024-03-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.769,False,Quality team requested trace review for lot 24-118B.
+18898,2024-03-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.86,False,Pressure peak corresponds to oversized billet batch processing.
+18899,2024-03-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.545,False,Operator reported intermittent chatter on machine CNC-04.
+18900,2024-03-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.007,False,Temperature variance narrowed after coolant nozzle cleaning.
+18901,2024-03-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.564,False,SCADA backfill inserted two delayed telemetry points.
+18902,2024-03-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.281,False,Pressure peak corresponds to oversized billet batch processing.
+18903,2024-03-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Vibration harmonics broadened during extended production run.
+18904,2024-03-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.087,False,Supervisory alert generated after three consecutive threshold breaches.
+18905,2024-03-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.984,False,Maintenance note logged for coupling imbalance inspection.
+18906,2024-03-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.359,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+18907,2024-03-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Thermal ramp exceeded expected warmup curve before shift start.
+18908,2024-03-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.336,False,Humidity climbed during dock-door open period in afternoon shift.
+18909,2024-03-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Packaging line stop reduced adjacent vibration background.
+18910,2024-03-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.016,False,Supervisory alert generated after three consecutive threshold breaches.
+18911,2024-03-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Quality team requested trace review for lot 24-118B.
+18912,2024-03-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.287,False,Dust extraction fan offline for 18 minutes on line finishing.
+18913,2024-03-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.515,False,Calibration check overdue by 11 days for press-line transducer.
+18914,2024-03-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.286,False,Thermal overshoot event coincided with recipe change on furnace.
+18915,2024-03-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.885,False,Pressure settled back to nominal after valve reseat.
+18916,2024-03-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.828,False,Pressure line purge completed before restart authorization.
+18917,2024-03-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.617,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18918,2024-03-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.01,False,Edge collector replayed buffered events after network recovery.
+18919,2024-03-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.772,False,Calibration check overdue by 11 days for press-line transducer.
+18920,2024-03-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.183,False,Maintenance crew confirmed lubrication interval was missed.
+18921,2024-03-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.92,False,Transient outlier matched forklift impact near cabinet wall.
+18922,2024-03-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.09,False,Operator reported intermittent chatter on machine CNC-04.
+18923,2024-03-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.133,False,Anomaly review flagged possible bearing wear progression.
+18924,2024-03-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.16,False,Sensor 3 drift suspected after cross-check with manual gauge.
+18925,2024-03-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Shift handoff note referenced unusual noise near press enclosure.
+18926,2024-03-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.431,False,Sensor heartbeat delayed by one interval after gateway retry.
+18927,2024-03-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.612,False,Pressure settled back to nominal after valve reseat.
+18928,2024-03-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.767,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18929,2024-03-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Humidity baseline improved after seal replacement.
+18930,2024-03-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18931,2024-03-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.564,False,Vibration burst exceeds envelope during tool change cycle.
+18932,2024-03-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.26,False,Humidity climbed during dock-door open period in afternoon shift.
+18933,2024-03-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Reliability engineer tagged sample window for model retraining.
+18934,2024-03-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.871,False,Pressure line purge completed before restart authorization.
+18935,2024-03-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.859,False,Sensor signal clipping observed during startup surge.
+18936,2024-03-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.971,False,Packaging line stop reduced adjacent vibration background.
+18937,2024-03-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.875,False,Warning threshold updated for pilot predictive-maintenance model.
+18938,2024-03-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.327,False,Maintenance crew confirmed lubrication interval was missed.
+18939,2024-03-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.545,False,Maintenance note logged for coupling imbalance inspection.
+18940,2024-03-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,50.78,False,Packaging line stop reduced adjacent vibration background.
+18941,2024-03-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.368,False,Temperature remained elevated during unscheduled overtime run.
+18942,2024-03-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.268,False,Coolant loop adjustment reduced chamber temperature spread.
+18943,2024-03-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.887,False,Edge collector replayed buffered events after network recovery.
+18944,2024-03-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.09,False,Edge collector replayed buffered events after network recovery.
+18945,2024-03-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.74,False,Machine idle period extended during planned sanitation window.
+18946,2024-03-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.14,False,Night shift startup produced higher than normal vibration floor.
+18947,2024-03-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.402,False,Temperature remained elevated during unscheduled overtime run.
+18948,2024-03-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.542,False,Temperature remained elevated during unscheduled overtime run.
+18949,2024-03-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Press cycle dwell time lengthened during high-volume batch.
+18950,2024-03-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.603,False,Edge collector replayed buffered events after network recovery.
+18951,2024-03-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Operator reset acknowledged after red-tag inspection.
+18952,2024-03-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.15,False,Calibration check overdue by 11 days for press-line transducer.
+18953,2024-03-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.793,False,Temporary gateway failover completed without data loss.
+18954,2024-03-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18955,2024-03-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.187,False,SCADA backfill inserted two delayed telemetry points.
+18956,2024-03-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.099,False,Condensation warning cleared after dehumidifier ramp-up.
+18957,2024-03-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance note logged for coupling imbalance inspection.
+18958,2024-03-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.937,False,Machine throughput increase drove sustained pressure uplift.
+18959,2024-03-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.896,False,Supervisory alert generated after three consecutive threshold breaches.
+18960,2024-03-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.977,False,Supervisory alert generated after three consecutive threshold breaches.
+18961,2024-03-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+18962,2024-03-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.484,False,Warning threshold updated for pilot predictive-maintenance model.
+18963,2024-03-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.085,False,SCADA backfill inserted two delayed telemetry points.
+18964,2024-03-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.828,False,Air handler maintenance reduced humidity variance on finishing line.
+18965,2024-03-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Sensor heartbeat delayed by one interval after gateway retry.
+18966,2024-03-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.079,False,Unbalanced load introduced cyclical pressure ripple.
+18967,2024-03-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,Humidity readings track seasonal rise across late spring.
+18968,2024-03-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.067,False,Temporary gateway failover completed without data loss.
+18969,2024-03-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Dust extraction fan offline for 18 minutes on line finishing.
+18970,2024-03-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.904,False,Telemetry quality flag downgraded during sensor self-test window.
+18971,2024-03-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.824,False,Telemetry quality flag downgraded during sensor self-test window.
+18972,2024-03-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.274,False,Press cycle dwell time lengthened during high-volume batch.
+18973,2024-03-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Hydraulic line pressure oscillation detected under load.
+18974,2024-03-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.596,False,Compressed air fluctuation introduced pressure noise for two cycles.
+18975,2024-03-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Reliability engineer tagged sample window for model retraining.
+18976,2024-03-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.441,False,Heat-treat furnace door cycling increased localized temperature spikes.
+18977,2024-03-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.996,False,Vibration baseline recovered after tool holder replacement.
+18978,2024-03-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.901,False,Quality hold reduced finishing booth activity for one shift.
+18979,2024-03-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.741,False,Vibration harmonics broadened during extended production run.
+18980,2024-03-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.969,False,Calibration check overdue by 11 days for press-line transducer.
+18981,2024-03-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Temperature variance narrowed after coolant nozzle cleaning.
+18982,2024-03-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.324,False,Humidity readings track seasonal rise across late spring.
+18983,2024-03-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.067,False,Thermal overshoot event coincided with recipe change on furnace.
+18984,2024-03-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+18985,2024-03-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.231,False,Air handler maintenance reduced humidity variance on finishing line.
+18986,2024-03-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.929,False,Air handler maintenance reduced humidity variance on finishing line.
+18987,2024-03-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.521,False,Press cycle dwell time lengthened during high-volume batch.
+18988,2024-03-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.52,False,Operator reported intermittent chatter on machine CNC-04.
+18989,2024-03-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.954,False,Sensor heartbeat delayed by one interval after gateway retry.
+18990,2024-03-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.967,False,Machine idle period extended during planned sanitation window.
+18991,2024-03-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Air handler maintenance reduced humidity variance on finishing line.
+18992,2024-03-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.293,False,SCADA backfill inserted two delayed telemetry points.
+18993,2024-03-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Reliability engineer tagged sample window for model retraining.
+18994,2024-03-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.594,False,Humidity excursion near finishing booth during coating run.
+18995,2024-03-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.96,False,Vibration baseline recovered after tool holder replacement.
+18996,2024-03-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.396,False,Bearing temperature rising faster than baseline on spindle cell.
+18997,2024-03-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Machine idle period extended during planned sanitation window.
+18998,2024-03-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.034,False,Warning threshold updated for pilot predictive-maintenance model.
+18999,2024-03-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.885,False,Pressure line purge completed before restart authorization.
+19000,2024-03-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.071,False,Bearing temperature rising faster than baseline on spindle cell.
+19001,2024-03-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19002,2024-03-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.003,False,Operator reported intermittent chatter on machine CNC-04.
+19003,2024-03-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.989,False,Sensor heartbeat delayed by one interval after gateway retry.
+19004,2024-03-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.999,False,Quality team requested trace review for lot 24-118B.
+19005,2024-03-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Warning threshold updated for pilot predictive-maintenance model.
+19006,2024-03-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.262,False,Short-lived packet loss observed at edge gateway gw-02.
+19007,2024-03-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.018,False,Sensor heartbeat delayed by one interval after gateway retry.
+19008,2024-03-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.317,False,Pressure peak corresponds to oversized billet batch processing.
+19009,2024-03-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19010,2024-03-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.255,False,SCADA backfill inserted two delayed telemetry points.
+19011,2024-03-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.431,False,Calibration check overdue by 11 days for press-line transducer.
+19012,2024-03-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.346,False,Press cycle dwell time lengthened during high-volume batch.
+19013,2024-03-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Vibration harmonics broadened during extended production run.
+19014,2024-03-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19015,2024-03-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Shift handoff note referenced unusual noise near press enclosure.
+19016,2024-03-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.683,False,Pressure settled back to nominal after valve reseat.
+19017,2024-03-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.709,False,Machine throughput increase drove sustained pressure uplift.
+19018,2024-03-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.73,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19019,2024-03-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.146,False,Quality team requested trace review for lot 24-118B.
+19020,2024-03-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.792,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19021,2024-03-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.685,False,Temperature variance narrowed after coolant nozzle cleaning.
+19022,2024-03-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.297,False,Calibration check overdue by 11 days for press-line transducer.
+19023,2024-03-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Air handler maintenance reduced humidity variance on finishing line.
+19024,2024-03-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.157,False,Air handler maintenance reduced humidity variance on finishing line.
+19025,2024-03-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.673,False,Thermal ramp exceeded expected warmup curve before shift start.
+19026,2024-03-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.351,False,Dust extraction fan offline for 18 minutes on line finishing.
+19027,2024-03-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Pressure peak corresponds to oversized billet batch processing.
+19028,2024-03-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.391,False,Telemetry quality flag downgraded during sensor self-test window.
+19029,2024-03-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.821,False,Transient outlier matched forklift impact near cabinet wall.
+19030,2024-03-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.438,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19031,2024-03-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.484,False,Short-lived packet loss observed at edge gateway gw-02.
+19032,2024-03-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.426,False,Quality hold reduced finishing booth activity for one shift.
+19033,2024-03-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Temperature variance narrowed after coolant nozzle cleaning.
+19034,2024-03-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.501,False,Thermal overshoot event coincided with recipe change on furnace.
+19035,2024-03-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.983,False,Humidity climbed during dock-door open period in afternoon shift.
+19036,2024-03-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.056,False,Unbalanced load introduced cyclical pressure ripple.
+19037,2024-03-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.9,False,Operator reset acknowledged after red-tag inspection.
+19038,2024-03-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.431,False,Thermal ramp exceeded expected warmup curve before shift start.
+19039,2024-03-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.403,False,Thermal ramp exceeded expected warmup curve before shift start.
+19040,2024-03-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.505,False,Warning threshold updated for pilot predictive-maintenance model.
+19041,2024-03-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.883,False,Bearing temperature rising faster than baseline on spindle cell.
+19042,2024-03-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.744,False,Temperature remained elevated during unscheduled overtime run.
+19043,2024-03-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.532,False,Hydraulic line pressure oscillation detected under load.
+19044,2024-03-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.921,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19045,2024-03-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Telemetry quality flag downgraded during sensor self-test window.
+19046,2024-03-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.426,False,Maintenance crew confirmed lubrication interval was missed.
+19047,2024-03-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Operator reset acknowledged after red-tag inspection.
+19048,2024-03-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.981,False,Operator reset acknowledged after red-tag inspection.
+19049,2024-03-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.609,False,Shift handoff note referenced unusual noise near press enclosure.
+19050,2024-03-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.087,False,Vibration harmonics broadened during extended production run.
+19051,2024-03-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.096,False,Unbalanced load introduced cyclical pressure ripple.
+19052,2024-03-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.254,False,Temporary gateway failover completed without data loss.
+19053,2024-03-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.919,False,Sensor heartbeat delayed by one interval after gateway retry.
+19054,2024-03-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.503,False,Supervisory alert generated after three consecutive threshold breaches.
+19055,2024-03-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.652,False,Quality team requested trace review for lot 24-118B.
+19056,2024-03-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.073,False,Anomaly review flagged possible bearing wear progression.
+19057,2024-03-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.163,False,Vibration harmonics broadened during extended production run.
+19058,2024-03-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.333,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19059,2024-03-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.267,False,Thermal ramp exceeded expected warmup curve before shift start.
+19060,2024-03-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.007,False,Reliability engineer tagged sample window for model retraining.
+19061,2024-03-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.934,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19062,2024-03-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.072,False,Pressure peak corresponds to oversized billet batch processing.
+19063,2024-03-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.493,False,Quality hold reduced finishing booth activity for one shift.
+19064,2024-03-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.409,False,Condensation warning cleared after dehumidifier ramp-up.
+19065,2024-03-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,SCADA backfill inserted two delayed telemetry points.
+19066,2024-03-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.863,False,Sensor heartbeat delayed by one interval after gateway retry.
+19067,2024-03-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.124,False,Maintenance note logged for coupling imbalance inspection.
+19068,2024-03-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.44,False,Dust extraction fan offline for 18 minutes on line finishing.
+19069,2024-03-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.349,False,Humidity baseline improved after seal replacement.
+19070,2024-03-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.4,False,Maintenance crew confirmed lubrication interval was missed.
+19071,2024-03-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.333,False,Pressure settled back to nominal after valve reseat.
+19072,2024-03-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,53.606,False,Operator reported intermittent chatter on machine CNC-04.
+19073,2024-03-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.312,False,Operator reported intermittent chatter on machine CNC-04.
+19074,2024-03-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.643,False,Air handler maintenance reduced humidity variance on finishing line.
+19075,2024-03-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Humidity excursion near finishing booth during coating run.
+19076,2024-03-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.019,False,Temperature remained elevated during unscheduled overtime run.
+19077,2024-03-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.451,False,Edge collector replayed buffered events after network recovery.
+19078,2024-03-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19079,2024-03-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,Calibration check overdue by 11 days for press-line transducer.
+19080,2024-03-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.886,False,Quality team requested trace review for lot 24-118B.
+19081,2024-03-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Temperature variance narrowed after coolant nozzle cleaning.
+19082,2024-03-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.531,False,Vibration harmonics broadened during extended production run.
+19083,2024-03-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.046,False,Sensor signal clipping observed during startup surge.
+19084,2024-03-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.108,False,Pressure line purge completed before restart authorization.
+19085,2024-03-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Thermal overshoot event coincided with recipe change on furnace.
+19086,2024-03-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.795,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19087,2024-03-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19088,2024-03-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.005,False,Pressure peak corresponds to oversized billet batch processing.
+19089,2024-03-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.14,False,Temperature remained elevated during unscheduled overtime run.
+19090,2024-03-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.496,False,Condensation warning cleared after dehumidifier ramp-up.
+19091,2024-03-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.295,False,Dust extraction fan offline for 18 minutes on line finishing.
+19092,2024-03-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.739,False,Humidity excursion near finishing booth during coating run.
+19093,2024-03-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Temperature remained elevated during unscheduled overtime run.
+19094,2024-03-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.219,False,Operator reset acknowledged after red-tag inspection.
+19095,2024-03-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19096,2024-03-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.094,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19097,2024-03-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Supervisory alert generated after three consecutive threshold breaches.
+19098,2024-03-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.1,False,Press cycle dwell time lengthened during high-volume batch.
+19099,2024-03-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Press cycle dwell time lengthened during high-volume batch.
+19100,2024-03-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.942,False,Maintenance note logged for coupling imbalance inspection.
+19101,2024-03-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Maintenance note logged for coupling imbalance inspection.
+19102,2024-03-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.289,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19103,2024-03-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.711,False,Shift handoff note referenced unusual noise near press enclosure.
+19104,2024-03-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.091,False,Anomaly review flagged possible bearing wear progression.
+19105,2024-03-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.701,False,Sensor signal clipping observed during startup surge.
+19106,2024-03-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.801,False,Temperature variance narrowed after coolant nozzle cleaning.
+19107,2024-03-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.028,False,Supervisory alert generated after three consecutive threshold breaches.
+19108,2024-03-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.003,False,Transient outlier matched forklift impact near cabinet wall.
+19109,2024-03-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19110,2024-03-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.224,False,Telemetry quality flag downgraded during sensor self-test window.
+19111,2024-03-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Unbalanced load introduced cyclical pressure ripple.
+19112,2024-03-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.57,False,Air handler maintenance reduced humidity variance on finishing line.
+19113,2024-03-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.37,False,Pressure line purge completed before restart authorization.
+19114,2024-03-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.878,False,Calibration check overdue by 11 days for press-line transducer.
+19115,2024-03-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.182,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19116,2024-03-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.627,False,Transient outlier matched forklift impact near cabinet wall.
+19117,2024-03-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.635,False,Coolant loop adjustment reduced chamber temperature spread.
+19118,2024-03-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.631,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19119,2024-03-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.609,False,Operator reset acknowledged after red-tag inspection.
+19120,2024-03-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.828,False,Operator reset acknowledged after red-tag inspection.
+19121,2024-03-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19122,2024-03-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.638,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19123,2024-03-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.958,False,Telemetry quality flag downgraded during sensor self-test window.
+19124,2024-03-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.514,False,Quality team requested trace review for lot 24-118B.
+19125,2024-03-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Calibration check overdue by 11 days for press-line transducer.
+19126,2024-03-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.87,False,Temporary gateway failover completed without data loss.
+19127,2024-03-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.087,False,Transient outlier matched forklift impact near cabinet wall.
+19128,2024-03-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.508,False,Vibration harmonics broadened during extended production run.
+19129,2024-03-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Thermal overshoot event coincided with recipe change on furnace.
+19130,2024-03-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.284,False,Humidity baseline improved after seal replacement.
+19131,2024-03-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.749,False,Press cycle dwell time lengthened during high-volume batch.
+19132,2024-03-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.195,False,Pressure settled back to nominal after valve reseat.
+19133,2024-03-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Bearing temperature rising faster than baseline on spindle cell.
+19134,2024-03-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.058,False,Telemetry quality flag downgraded during sensor self-test window.
+19135,2024-03-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.434,False,Press cycle dwell time lengthened during high-volume batch.
+19136,2024-03-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.702,False,Sensor battery health remains nominal after firmware update.
+19137,2024-03-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.694,False,Telemetry quality flag downgraded during sensor self-test window.
+19138,2024-03-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.253,False,Quality hold reduced finishing booth activity for one shift.
+19139,2024-03-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Press cycle dwell time lengthened during high-volume batch.
+19140,2024-03-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.668,False,Dust extraction fan offline for 18 minutes on line finishing.
+19141,2024-03-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.938,False,Humidity excursion near finishing booth during coating run.
+19142,2024-03-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.448,False,Night shift startup produced higher than normal vibration floor.
+19143,2024-03-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19144,2024-03-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.626,False,Telemetry quality flag downgraded during sensor self-test window.
+19145,2024-03-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Humidity baseline improved after seal replacement.
+19146,2024-03-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.846,False,Supervisory alert generated after three consecutive threshold breaches.
+19147,2024-03-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.689,False,Short-lived packet loss observed at edge gateway gw-02.
+19148,2024-03-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.705,False,Operator reported intermittent chatter on machine CNC-04.
+19149,2024-03-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.448,False,Pressure peak corresponds to oversized billet batch processing.
+19150,2024-03-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.991,False,Night shift startup produced higher than normal vibration floor.
+19151,2024-03-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.366,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19152,2024-03-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.0,False,Shift handoff note referenced unusual noise near press enclosure.
+19153,2024-03-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.013,False,Bearing temperature rising faster than baseline on spindle cell.
+19154,2024-03-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.922,False,Machine idle period extended during planned sanitation window.
+19155,2024-03-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.847,False,Pressure peak corresponds to oversized billet batch processing.
+19156,2024-03-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.887,False,SCADA backfill inserted two delayed telemetry points.
+19157,2024-03-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Supervisory alert generated after three consecutive threshold breaches.
+19158,2024-03-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.826,False,Sensor battery health remains nominal after firmware update.
+19159,2024-03-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.314,False,Quality team requested trace review for lot 24-118B.
+19160,2024-03-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.214,False,Pressure peak corresponds to oversized billet batch processing.
+19161,2024-03-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Humidity baseline improved after seal replacement.
+19162,2024-03-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.621,False,Transient outlier matched forklift impact near cabinet wall.
+19163,2024-03-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Operator reported intermittent chatter on machine CNC-04.
+19164,2024-03-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19165,2024-03-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.022,False,Pressure settled back to nominal after valve reseat.
+19166,2024-03-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.239,False,Temperature variance narrowed after coolant nozzle cleaning.
+19167,2024-03-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.414,False,Vibration harmonics broadened during extended production run.
+19168,2024-03-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.173,False,Operator reset acknowledged after red-tag inspection.
+19169,2024-03-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Machine idle period extended during planned sanitation window.
+19170,2024-03-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19171,2024-03-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19172,2024-03-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.998,False,Vibration burst exceeds envelope during tool change cycle.
+19173,2024-03-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Unbalanced load introduced cyclical pressure ripple.
+19174,2024-03-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.913,False,Temporary gateway failover completed without data loss.
+19175,2024-03-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.753,False,Supervisory alert generated after three consecutive threshold breaches.
+19176,2024-03-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.438,False,Sensor signal clipping observed during startup surge.
+19177,2024-03-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.056,False,Temperature variance narrowed after coolant nozzle cleaning.
+19178,2024-03-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.324,False,Vibration baseline recovered after tool holder replacement.
+19179,2024-03-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.435,False,Bearing temperature rising faster than baseline on spindle cell.
+19180,2024-03-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Temporary gateway failover completed without data loss.
+19181,2024-03-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Temperature remained elevated during unscheduled overtime run.
+19182,2024-03-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.783,False,Shift handoff note referenced unusual noise near press enclosure.
+19183,2024-03-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.084,False,Machine idle period extended during planned sanitation window.
+19184,2024-03-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.951,False,Pressure line purge completed before restart authorization.
+19185,2024-03-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.631,False,Warning threshold updated for pilot predictive-maintenance model.
+19186,2024-03-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.117,False,Operator reset acknowledged after red-tag inspection.
+19187,2024-03-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.34,False,Humidity excursion near finishing booth during coating run.
+19188,2024-03-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.704,False,Sensor signal clipping observed during startup surge.
+19189,2024-03-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.243,False,Sensor signal clipping observed during startup surge.
+19190,2024-03-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.858,False,Transient outlier matched forklift impact near cabinet wall.
+19191,2024-03-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.986,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19192,2024-03-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.409,False,Edge collector replayed buffered events after network recovery.
+19193,2024-03-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.553,False,Quality hold reduced finishing booth activity for one shift.
+19194,2024-03-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.485,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19195,2024-03-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.587,False,Edge collector replayed buffered events after network recovery.
+19196,2024-03-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.144,False,Pressure settled back to nominal after valve reseat.
+19197,2024-03-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Humidity climbed during dock-door open period in afternoon shift.
+19198,2024-03-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.917,False,SCADA backfill inserted two delayed telemetry points.
+19199,2024-03-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Quality team requested trace review for lot 24-118B.
+19200,2024-03-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.085,False,Pressure line purge completed before restart authorization.
+19201,2024-03-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Machine throughput increase drove sustained pressure uplift.
+19202,2024-03-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.865,False,Humidity excursion near finishing booth during coating run.
+19203,2024-03-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Vibration baseline recovered after tool holder replacement.
+19204,2024-03-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19205,2024-03-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.042,False,Vibration burst exceeds envelope during tool change cycle.
+19206,2024-03-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.178,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19207,2024-03-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.206,False,Temperature variance narrowed after coolant nozzle cleaning.
+19208,2024-03-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.709,False,Maintenance note logged for coupling imbalance inspection.
+19209,2024-03-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.224,False,Machine throughput increase drove sustained pressure uplift.
+19210,2024-03-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.959,False,Night shift startup produced higher than normal vibration floor.
+19211,2024-03-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Shift handoff note referenced unusual noise near press enclosure.
+19212,2024-03-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.505,False,Maintenance scheduler deferred calibration due to spare shortage.
+19213,2024-03-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.521,False,Air handler maintenance reduced humidity variance on finishing line.
+19214,2024-03-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.522,False,Transient outlier matched forklift impact near cabinet wall.
+19215,2024-03-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.44,False,Anomaly review flagged possible bearing wear progression.
+19216,2024-03-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.686,False,Shift handoff note referenced unusual noise near press enclosure.
+19217,2024-03-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19218,2024-03-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.008,False,Warning threshold updated for pilot predictive-maintenance model.
+19219,2024-03-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.352,False,Operator reset acknowledged after red-tag inspection.
+19220,2024-03-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.385,False,Humidity excursion near finishing booth during coating run.
+19221,2024-03-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.141,False,Quality hold reduced finishing booth activity for one shift.
+19222,2024-03-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.976,False,Press cycle dwell time lengthened during high-volume batch.
+19223,2024-03-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19224,2024-03-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.419,False,Machine idle period extended during planned sanitation window.
+19225,2024-03-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.023,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19226,2024-03-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.387,False,Condensation warning cleared after dehumidifier ramp-up.
+19227,2024-03-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.776,False,Sensor battery health remains nominal after firmware update.
+19228,2024-03-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.28,False,Thermal overshoot event coincided with recipe change on furnace.
+19229,2024-03-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Humidity excursion near finishing booth during coating run.
+19230,2024-03-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.113,False,SCADA backfill inserted two delayed telemetry points.
+19231,2024-03-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.047,False,Thermal overshoot event coincided with recipe change on furnace.
+19232,2024-03-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.389,False,Anomaly review flagged possible bearing wear progression.
+19233,2024-03-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Sensor signal clipping observed during startup surge.
+19234,2024-03-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.621,False,Reliability engineer tagged sample window for model retraining.
+19235,2024-03-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.399,False,Sensor enclosure opened for manual calibration verification.
+19236,2024-03-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.763,False,Operator reported intermittent chatter on machine CNC-04.
+19237,2024-03-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.526,False,Pressure line purge completed before restart authorization.
+19238,2024-03-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.54,False,Sensor enclosure opened for manual calibration verification.
+19239,2024-03-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Temporary gateway failover completed without data loss.
+19240,2024-03-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.238,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19241,2024-03-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Packaging line stop reduced adjacent vibration background.
+19242,2024-03-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19243,2024-03-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19244,2024-03-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.288,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19245,2024-03-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Humidity readings track seasonal rise across late spring.
+19246,2024-03-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.066,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19247,2024-03-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.336,False,Machine idle period extended during planned sanitation window.
+19248,2024-03-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.481,False,Machine throughput increase drove sustained pressure uplift.
+19249,2024-03-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Telemetry quality flag downgraded during sensor self-test window.
+19250,2024-03-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.09,False,Operator reported intermittent chatter on machine CNC-04.
+19251,2024-03-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.609,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19252,2024-03-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19253,2024-03-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.376,False,Short-lived packet loss observed at edge gateway gw-02.
+19254,2024-03-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.281,False,Short-lived packet loss observed at edge gateway gw-02.
+19255,2024-03-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Machine idle period extended during planned sanitation window.
+19256,2024-03-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.495,False,Edge collector replayed buffered events after network recovery.
+19257,2024-03-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Vibration harmonics broadened during extended production run.
+19258,2024-03-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.205,False,Humidity climbed during dock-door open period in afternoon shift.
+19259,2024-03-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.299,False,Humidity climbed during dock-door open period in afternoon shift.
+19260,2024-03-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.689,False,Pressure settled back to nominal after valve reseat.
+19261,2024-03-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.981,False,Thermal overshoot event coincided with recipe change on furnace.
+19262,2024-03-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.779,False,Condensation warning cleared after dehumidifier ramp-up.
+19263,2024-03-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Machine throughput increase drove sustained pressure uplift.
+19264,2024-03-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.535,False,Thermal ramp exceeded expected warmup curve before shift start.
+19265,2024-03-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Thermal overshoot event coincided with recipe change on furnace.
+19266,2024-03-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.88,False,Humidity readings track seasonal rise across late spring.
+19267,2024-03-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.479,False,Temperature remained elevated during unscheduled overtime run.
+19268,2024-03-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.105,False,Humidity climbed during dock-door open period in afternoon shift.
+19269,2024-03-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.809,False,Temperature variance narrowed after coolant nozzle cleaning.
+19270,2024-03-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Reliability engineer tagged sample window for model retraining.
+19271,2024-03-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Unbalanced load introduced cyclical pressure ripple.
+19272,2024-03-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.162,False,Packaging line stop reduced adjacent vibration background.
+19273,2024-03-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19274,2024-03-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.273,False,Vibration baseline recovered after tool holder replacement.
+19275,2024-03-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.789,False,Pressure peak corresponds to oversized billet batch processing.
+19276,2024-03-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.121,False,Packaging line stop reduced adjacent vibration background.
+19277,2024-03-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19278,2024-03-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.404,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19279,2024-03-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.213,False,Supervisory alert generated after three consecutive threshold breaches.
+19280,2024-03-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.85,False,Humidity readings track seasonal rise across late spring.
+19281,2024-03-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Machine throughput increase drove sustained pressure uplift.
+19282,2024-03-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.338,False,Quality team requested trace review for lot 24-118B.
+19283,2024-03-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.844,False,Reliability engineer tagged sample window for model retraining.
+19284,2024-03-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.277,False,Quality hold reduced finishing booth activity for one shift.
+19285,2024-03-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Vibration harmonics broadened during extended production run.
+19286,2024-03-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.366,False,Operator reported intermittent chatter on machine CNC-04.
+19287,2024-03-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Edge collector replayed buffered events after network recovery.
+19288,2024-03-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.785,False,Bearing temperature rising faster than baseline on spindle cell.
+19289,2024-03-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Telemetry quality flag downgraded during sensor self-test window.
+19290,2024-03-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.805,False,Sensor battery health remains nominal after firmware update.
+19291,2024-03-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Supervisory alert generated after three consecutive threshold breaches.
+19292,2024-03-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.075,False,Warning threshold updated for pilot predictive-maintenance model.
+19293,2024-03-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19294,2024-03-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.715,False,Short-lived packet loss observed at edge gateway gw-02.
+19295,2024-03-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Temperature variance narrowed after coolant nozzle cleaning.
+19296,2024-03-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.147,False,Maintenance note logged for coupling imbalance inspection.
+19297,2024-03-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.374,False,Vibration baseline recovered after tool holder replacement.
+19298,2024-03-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.139,False,Humidity baseline improved after seal replacement.
+19299,2024-03-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.613,False,Packaging line stop reduced adjacent vibration background.
+19300,2024-03-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.375,False,Transient outlier matched forklift impact near cabinet wall.
+19301,2024-03-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.471,False,Machine idle period extended during planned sanitation window.
+19302,2024-03-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.061,False,Thermal overshoot event coincided with recipe change on furnace.
+19303,2024-03-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.255,False,Air handler maintenance reduced humidity variance on finishing line.
+19304,2024-03-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.411,False,Quality team requested trace review for lot 24-118B.
+19305,2024-03-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.465,False,Pressure peak corresponds to oversized billet batch processing.
+19306,2024-03-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.591,False,Shift handoff note referenced unusual noise near press enclosure.
+19307,2024-03-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.255,False,Operator reported intermittent chatter on machine CNC-04.
+19308,2024-03-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.933,False,Transient outlier matched forklift impact near cabinet wall.
+19309,2024-03-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.467,False,Operator reported intermittent chatter on machine CNC-04.
+19310,2024-03-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.615,False,Sensor heartbeat delayed by one interval after gateway retry.
+19311,2024-03-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.928,False,Dust extraction fan offline for 18 minutes on line finishing.
+19312,2024-03-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.94,False,Vibration burst exceeds envelope during tool change cycle.
+19313,2024-03-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Sensor battery health remains nominal after firmware update.
+19314,2024-03-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.459,False,SCADA backfill inserted two delayed telemetry points.
+19315,2024-03-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.072,False,Warning threshold updated for pilot predictive-maintenance model.
+19316,2024-03-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19317,2024-03-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Operator reset acknowledged after red-tag inspection.
+19318,2024-03-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.665,False,Pressure settled back to nominal after valve reseat.
+19319,2024-03-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19320,2024-03-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.091,False,Coolant loop adjustment reduced chamber temperature spread.
+19321,2024-03-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Unbalanced load introduced cyclical pressure ripple.
+19322,2024-03-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.867,False,Temperature variance narrowed after coolant nozzle cleaning.
+19323,2024-03-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.599,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19324,2024-03-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.849,False,Press cycle dwell time lengthened during high-volume batch.
+19325,2024-03-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.587,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19326,2024-03-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19327,2024-03-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.723,False,Quality hold reduced finishing booth activity for one shift.
+19328,2024-03-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.968,False,Sensor enclosure opened for manual calibration verification.
+19329,2024-03-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Humidity excursion near finishing booth during coating run.
+19330,2024-03-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.774,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19331,2024-03-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.502,False,Thermal overshoot event coincided with recipe change on furnace.
+19332,2024-03-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.947,False,Thermal ramp exceeded expected warmup curve before shift start.
+19333,2024-03-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Temperature variance narrowed after coolant nozzle cleaning.
+19334,2024-03-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.569,False,Thermal ramp exceeded expected warmup curve before shift start.
+19335,2024-03-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19336,2024-03-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.619,False,Unbalanced load introduced cyclical pressure ripple.
+19337,2024-03-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Press cycle dwell time lengthened during high-volume batch.
+19338,2024-03-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Operator reported intermittent chatter on machine CNC-04.
+19339,2024-03-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19340,2024-03-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.655,False,Press cycle dwell time lengthened during high-volume batch.
+19341,2024-03-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.043,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19342,2024-03-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.155,False,Humidity climbed during dock-door open period in afternoon shift.
+19343,2024-03-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.172,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19344,2024-03-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.853,False,Condensation warning cleared after dehumidifier ramp-up.
+19345,2024-03-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.546,False,Sensor heartbeat delayed by one interval after gateway retry.
+19346,2024-03-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.104,False,Air handler maintenance reduced humidity variance on finishing line.
+19347,2024-03-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.304,False,Night shift startup produced higher than normal vibration floor.
+19348,2024-03-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.499,False,Dust extraction fan offline for 18 minutes on line finishing.
+19349,2024-03-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.96,False,Shift handoff note referenced unusual noise near press enclosure.
+19350,2024-03-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19351,2024-03-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.291,False,Night shift startup produced higher than normal vibration floor.
+19352,2024-03-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.689,False,Coolant loop adjustment reduced chamber temperature spread.
+19353,2024-03-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19354,2024-03-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.87,False,Packaging line stop reduced adjacent vibration background.
+19355,2024-03-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19356,2024-03-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.972,False,Pressure settled back to nominal after valve reseat.
+19357,2024-03-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,SCADA backfill inserted two delayed telemetry points.
+19358,2024-03-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.51,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19359,2024-03-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Coolant loop adjustment reduced chamber temperature spread.
+19360,2024-03-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19361,2024-03-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Quality team requested trace review for lot 24-118B.
+19362,2024-03-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.338,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19363,2024-03-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Machine throughput increase drove sustained pressure uplift.
+19364,2024-03-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.146,False,Temperature remained elevated during unscheduled overtime run.
+19365,2024-03-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.399,False,Temperature remained elevated during unscheduled overtime run.
+19366,2024-03-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Unbalanced load introduced cyclical pressure ripple.
+19367,2024-03-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.212,False,Coolant loop adjustment reduced chamber temperature spread.
+19368,2024-03-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.279,False,Pressure peak corresponds to oversized billet batch processing.
+19369,2024-03-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.389,False,Coolant loop adjustment reduced chamber temperature spread.
+19370,2024-03-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.575,False,Reliability engineer tagged sample window for model retraining.
+19371,2024-03-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.497,False,Temperature remained elevated during unscheduled overtime run.
+19372,2024-03-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.396,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19373,2024-03-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.518,False,Short-lived packet loss observed at edge gateway gw-02.
+19374,2024-03-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.478,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19375,2024-03-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.712,False,Sensor signal clipping observed during startup surge.
+19376,2024-03-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.323,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19377,2024-03-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.312,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19378,2024-03-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.896,False,Humidity excursion near finishing booth during coating run.
+19379,2024-03-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.453,False,Maintenance crew confirmed lubrication interval was missed.
+19380,2024-03-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.613,False,Unbalanced load introduced cyclical pressure ripple.
+19381,2024-03-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Short-lived packet loss observed at edge gateway gw-02.
+19382,2024-03-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.337,False,Edge collector replayed buffered events after network recovery.
+19383,2024-03-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.412,False,Machine throughput increase drove sustained pressure uplift.
+19384,2024-03-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.496,False,Reliability engineer tagged sample window for model retraining.
+19385,2024-03-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Air handler maintenance reduced humidity variance on finishing line.
+19386,2024-03-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.023,False,Operator reported intermittent chatter on machine CNC-04.
+19387,2024-03-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,Bearing temperature rising faster than baseline on spindle cell.
+19388,2024-03-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.325,False,Reliability engineer tagged sample window for model retraining.
+19389,2024-03-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.565,False,Temperature variance narrowed after coolant nozzle cleaning.
+19390,2024-03-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.755,False,Warning threshold updated for pilot predictive-maintenance model.
+19391,2024-03-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.851,False,Dust extraction fan offline for 18 minutes on line finishing.
+19392,2024-03-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.772,False,Hydraulic line pressure oscillation detected under load.
+19393,2024-03-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.337,False,Supervisory alert generated after three consecutive threshold breaches.
+19394,2024-03-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.037,False,Maintenance scheduler deferred calibration due to spare shortage.
+19395,2024-03-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Humidity readings track seasonal rise across late spring.
+19396,2024-03-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.922,False,Humidity baseline improved after seal replacement.
+19397,2024-03-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.797,False,Calibration check overdue by 11 days for press-line transducer.
+19398,2024-03-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.742,False,Calibration check overdue by 11 days for press-line transducer.
+19399,2024-03-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.277,False,Operator reported intermittent chatter on machine CNC-04.
+19400,2024-03-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.486,False,Transient outlier matched forklift impact near cabinet wall.
+19401,2024-03-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Warning threshold updated for pilot predictive-maintenance model.
+19402,2024-03-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.417,False,Reliability engineer tagged sample window for model retraining.
+19403,2024-03-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,Night shift startup produced higher than normal vibration floor.
+19404,2024-03-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.511,False,Bearing temperature rising faster than baseline on spindle cell.
+19405,2024-03-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.916,False,SCADA backfill inserted two delayed telemetry points.
+19406,2024-03-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.695,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19407,2024-03-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Maintenance scheduler deferred calibration due to spare shortage.
+19408,2024-03-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.759,False,Telemetry quality flag downgraded during sensor self-test window.
+19409,2024-03-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.793,False,Thermal ramp exceeded expected warmup curve before shift start.
+19410,2024-03-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.172,False,Short-lived packet loss observed at edge gateway gw-02.
+19411,2024-03-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.554,False,Warning threshold updated for pilot predictive-maintenance model.
+19412,2024-03-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.193,False,Pressure settled back to nominal after valve reseat.
+19413,2024-03-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,Pressure settled back to nominal after valve reseat.
+19414,2024-03-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.969,False,Telemetry quality flag downgraded during sensor self-test window.
+19415,2024-03-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.074,False,Thermal overshoot event coincided with recipe change on furnace.
+19416,2024-03-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.084,False,Maintenance note logged for coupling imbalance inspection.
+19417,2024-03-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Short-lived packet loss observed at edge gateway gw-02.
+19418,2024-03-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.592,False,Sensor battery health remains nominal after firmware update.
+19419,2024-03-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.165,False,Humidity readings track seasonal rise across late spring.
+19420,2024-03-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.274,False,Machine throughput increase drove sustained pressure uplift.
+19421,2024-03-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19422,2024-03-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.366,False,Bearing temperature rising faster than baseline on spindle cell.
+19423,2024-03-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.21,False,Sensor heartbeat delayed by one interval after gateway retry.
+19424,2024-03-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.918,False,Humidity climbed during dock-door open period in afternoon shift.
+19425,2024-03-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.496,False,Humidity excursion near finishing booth during coating run.
+19426,2024-03-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.346,False,Vibration burst exceeds envelope during tool change cycle.
+19427,2024-03-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.015,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19428,2024-03-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.5,False,Humidity baseline improved after seal replacement.
+19429,2024-03-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,SCADA backfill inserted two delayed telemetry points.
+19430,2024-03-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.596,False,Condensation warning cleared after dehumidifier ramp-up.
+19431,2024-03-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.258,False,Edge collector replayed buffered events after network recovery.
+19432,2024-03-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.362,False,Reliability engineer tagged sample window for model retraining.
+19433,2024-03-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19434,2024-03-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.381,False,Bearing temperature rising faster than baseline on spindle cell.
+19435,2024-03-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.553,False,Night shift startup produced higher than normal vibration floor.
+19436,2024-03-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.047,False,Air handler maintenance reduced humidity variance on finishing line.
+19437,2024-03-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.093,False,Thermal ramp exceeded expected warmup curve before shift start.
+19438,2024-03-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.479,False,Humidity baseline improved after seal replacement.
+19439,2024-03-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.177,False,Transient outlier matched forklift impact near cabinet wall.
+19440,2024-03-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.226,False,Unbalanced load introduced cyclical pressure ripple.
+19441,2024-03-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.853,False,Machine idle period extended during planned sanitation window.
+19442,2024-03-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.421,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19443,2024-03-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Machine throughput increase drove sustained pressure uplift.
+19444,2024-03-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.222,False,Humidity baseline improved after seal replacement.
+19445,2024-03-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Calibration check overdue by 11 days for press-line transducer.
+19446,2024-03-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.287,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19447,2024-03-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19448,2024-03-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.491,False,Humidity readings track seasonal rise across late spring.
+19449,2024-03-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.369,False,SCADA backfill inserted two delayed telemetry points.
+19450,2024-03-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.879,False,Thermal ramp exceeded expected warmup curve before shift start.
+19451,2024-03-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.506,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19452,2024-03-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.855,False,Edge collector replayed buffered events after network recovery.
+19453,2024-03-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.562,False,Press cycle dwell time lengthened during high-volume batch.
+19454,2024-03-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.55,False,Vibration burst exceeds envelope during tool change cycle.
+19455,2024-03-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Condensation warning cleared after dehumidifier ramp-up.
+19456,2024-03-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.249,False,SCADA backfill inserted two delayed telemetry points.
+19457,2024-03-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.495,False,Operator reset acknowledged after red-tag inspection.
+19458,2024-03-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.855,False,Coolant loop adjustment reduced chamber temperature spread.
+19459,2024-03-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.115,False,SCADA backfill inserted two delayed telemetry points.
+19460,2024-03-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.463,False,Sensor enclosure opened for manual calibration verification.
+19461,2024-03-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,Hydraulic line pressure oscillation detected under load.
+19462,2024-03-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.348,False,Humidity readings track seasonal rise across late spring.
+19463,2024-03-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.306,False,Humidity excursion near finishing booth during coating run.
+19464,2024-03-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.391,False,Pressure settled back to nominal after valve reseat.
+19465,2024-03-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.896,False,Sensor battery health remains nominal after firmware update.
+19466,2024-03-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.112,False,Air handler maintenance reduced humidity variance on finishing line.
+19467,2024-03-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.163,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19468,2024-03-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.735,False,Hydraulic line pressure oscillation detected under load.
+19469,2024-03-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Sensor signal clipping observed during startup surge.
+19470,2024-03-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.809,False,Temperature variance narrowed after coolant nozzle cleaning.
+19471,2024-03-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.946,False,Press cycle dwell time lengthened during high-volume batch.
+19472,2024-03-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19473,2024-03-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Edge collector replayed buffered events after network recovery.
+19474,2024-03-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.549,False,Dust extraction fan offline for 18 minutes on line finishing.
+19475,2024-03-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,10.047,False,Vibration baseline recovered after tool holder replacement.
+19476,2024-03-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.265,False,Warning threshold updated for pilot predictive-maintenance model.
+19477,2024-03-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.958,False,Machine throughput increase drove sustained pressure uplift.
+19478,2024-03-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.917,False,Temporary gateway failover completed without data loss.
+19479,2024-03-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Anomaly review flagged possible bearing wear progression.
+19480,2024-03-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.354,False,Vibration harmonics broadened during extended production run.
+19481,2024-03-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,SCADA backfill inserted two delayed telemetry points.
+19482,2024-03-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.636,False,Short-lived packet loss observed at edge gateway gw-02.
+19483,2024-03-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.807,False,SCADA backfill inserted two delayed telemetry points.
+19484,2024-03-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.058,False,Sensor battery health remains nominal after firmware update.
+19485,2024-03-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Thermal overshoot event coincided with recipe change on furnace.
+19486,2024-03-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.87,False,Unbalanced load introduced cyclical pressure ripple.
+19487,2024-03-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.322,False,Quality hold reduced finishing booth activity for one shift.
+19488,2024-03-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.132,False,Short-lived packet loss observed at edge gateway gw-02.
+19489,2024-03-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Vibration baseline recovered after tool holder replacement.
+19490,2024-03-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.339,False,Humidity excursion near finishing booth during coating run.
+19491,2024-03-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.776,False,Press cycle dwell time lengthened during high-volume batch.
+19492,2024-03-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.753,False,Operator reset acknowledged after red-tag inspection.
+19493,2024-03-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Temporary gateway failover completed without data loss.
+19494,2024-03-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.98,False,Packaging line stop reduced adjacent vibration background.
+19495,2024-03-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.873,False,Operator reset acknowledged after red-tag inspection.
+19496,2024-03-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.992,False,Anomaly review flagged possible bearing wear progression.
+19497,2024-03-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Supervisory alert generated after three consecutive threshold breaches.
+19498,2024-03-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Humidity climbed during dock-door open period in afternoon shift.
+19499,2024-03-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.713,False,SCADA backfill inserted two delayed telemetry points.
+19500,2024-03-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.501,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19501,2024-03-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.846,False,Anomaly review flagged possible bearing wear progression.
+19502,2024-03-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.228,False,Machine throughput increase drove sustained pressure uplift.
+19503,2024-03-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.662,False,Night shift startup produced higher than normal vibration floor.
+19504,2024-03-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.773,False,Supervisory alert generated after three consecutive threshold breaches.
+19505,2024-03-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.997,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19506,2024-03-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.753,False,Sensor signal clipping observed during startup surge.
+19507,2024-03-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.882,False,Sensor battery health remains nominal after firmware update.
+19508,2024-03-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.003,False,Coolant loop adjustment reduced chamber temperature spread.
+19509,2024-03-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.321,False,Sensor signal clipping observed during startup surge.
+19510,2024-03-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.889,False,Operator reset acknowledged after red-tag inspection.
+19511,2024-03-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.575,False,Press cycle dwell time lengthened during high-volume batch.
+19512,2024-03-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.759,False,Sensor signal clipping observed during startup surge.
+19513,2024-03-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Temperature variance narrowed after coolant nozzle cleaning.
+19514,2024-03-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.138,False,Machine throughput increase drove sustained pressure uplift.
+19515,2024-03-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.034,False,Bearing temperature rising faster than baseline on spindle cell.
+19516,2024-03-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.997,False,Vibration burst exceeds envelope during tool change cycle.
+19517,2024-03-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Pressure settled back to nominal after valve reseat.
+19518,2024-03-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.861,False,Night shift startup produced higher than normal vibration floor.
+19519,2024-03-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.898,False,Vibration baseline recovered after tool holder replacement.
+19520,2024-03-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.521,False,Machine throughput increase drove sustained pressure uplift.
+19521,2024-03-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Machine idle period extended during planned sanitation window.
+19522,2024-03-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,55.978,False,Short-lived packet loss observed at edge gateway gw-02.
+19523,2024-03-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.798,False,Vibration baseline recovered after tool holder replacement.
+19524,2024-03-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.279,False,Pressure settled back to nominal after valve reseat.
+19525,2024-03-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.841,False,Packaging line stop reduced adjacent vibration background.
+19526,2024-03-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.742,False,Warning threshold updated for pilot predictive-maintenance model.
+19527,2024-03-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.367,False,Pressure line purge completed before restart authorization.
+19528,2024-03-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.161,False,Thermal overshoot event coincided with recipe change on furnace.
+19529,2024-03-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Air handler maintenance reduced humidity variance on finishing line.
+19530,2024-03-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.129,False,Temperature remained elevated during unscheduled overtime run.
+19531,2024-03-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.613,False,Humidity climbed during dock-door open period in afternoon shift.
+19532,2024-03-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.967,False,Transient outlier matched forklift impact near cabinet wall.
+19533,2024-03-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Transient outlier matched forklift impact near cabinet wall.
+19534,2024-03-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.127,False,Maintenance scheduler deferred calibration due to spare shortage.
+19535,2024-03-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.726,False,SCADA backfill inserted two delayed telemetry points.
+19536,2024-03-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.843,False,Press cycle dwell time lengthened during high-volume batch.
+19537,2024-03-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
+19538,2024-03-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.869,False,Condensation warning cleared after dehumidifier ramp-up.
+19539,2024-03-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.294,False,Press cycle dwell time lengthened during high-volume batch.
+19540,2024-03-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.136,False,Packaging line stop reduced adjacent vibration background.
+19541,2024-03-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.118,False,Coolant loop adjustment reduced chamber temperature spread.
+19542,2024-03-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.673,False,Maintenance note logged for coupling imbalance inspection.
+19543,2024-03-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.464,False,Maintenance scheduler deferred calibration due to spare shortage.
+19544,2024-03-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.579,False,Press cycle dwell time lengthened during high-volume batch.
+19545,2024-03-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Machine idle period extended during planned sanitation window.
+19546,2024-03-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.962,False,Humidity baseline improved after seal replacement.
+19547,2024-03-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.821,False,Vibration burst exceeds envelope during tool change cycle.
+19548,2024-03-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.082,False,Sensor heartbeat delayed by one interval after gateway retry.
+19549,2024-03-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19550,2024-03-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.36,False,Humidity climbed during dock-door open period in afternoon shift.
+19551,2024-03-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.71,False,Pressure line purge completed before restart authorization.
+19552,2024-03-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.239,False,Air handler maintenance reduced humidity variance on finishing line.
+19553,2024-03-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.246,False,SCADA backfill inserted two delayed telemetry points.
+19554,2024-03-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.166,False,Transient outlier matched forklift impact near cabinet wall.
+19555,2024-03-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.296,False,Anomaly review flagged possible bearing wear progression.
+19556,2024-03-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.241,False,Pressure settled back to nominal after valve reseat.
+19557,2024-03-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.509,False,Warning threshold updated for pilot predictive-maintenance model.
+19558,2024-03-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.766,False,Packaging line stop reduced adjacent vibration background.
+19559,2024-03-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.868,False,Pressure peak corresponds to oversized billet batch processing.
+19560,2024-03-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.902,False,Vibration harmonics broadened during extended production run.
+19561,2024-03-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.052,False,Quality team requested trace review for lot 24-118B.
+19562,2024-03-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.504,False,Pressure peak corresponds to oversized billet batch processing.
+19563,2024-03-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.617,False,Night shift startup produced higher than normal vibration floor.
+19564,2024-03-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.585,False,Short-lived packet loss observed at edge gateway gw-02.
+19565,2024-03-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.108,False,Press cycle dwell time lengthened during high-volume batch.
+19566,2024-03-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.482,False,Transient outlier matched forklift impact near cabinet wall.
+19567,2024-03-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.685,False,Operator reported intermittent chatter on machine CNC-04.
+19568,2024-03-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.811,False,Shift handoff note referenced unusual noise near press enclosure.
+19569,2024-03-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.65,False,Pressure line purge completed before restart authorization.
+19570,2024-03-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.755,False,Telemetry quality flag downgraded during sensor self-test window.
+19571,2024-03-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.631,False,Condensation warning cleared after dehumidifier ramp-up.
+19572,2024-03-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.068,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19573,2024-03-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Machine idle period extended during planned sanitation window.
+19574,2024-03-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.022,False,Bearing temperature rising faster than baseline on spindle cell.
+19575,2024-03-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.74,False,Press cycle dwell time lengthened during high-volume batch.
+19576,2024-03-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.427,False,Packaging line stop reduced adjacent vibration background.
+19577,2024-03-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Operator reported intermittent chatter on machine CNC-04.
+19578,2024-03-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.671,False,Night shift startup produced higher than normal vibration floor.
+19579,2024-03-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Condensation warning cleared after dehumidifier ramp-up.
+19580,2024-03-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.144,False,Quality hold reduced finishing booth activity for one shift.
+19581,2024-03-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.839,False,Warning threshold updated for pilot predictive-maintenance model.
+19582,2024-03-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.507,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19583,2024-03-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Sensor battery health remains nominal after firmware update.
+19584,2024-03-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.236,False,Sensor enclosure opened for manual calibration verification.
+19585,2024-03-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.135,False,Unbalanced load introduced cyclical pressure ripple.
+19586,2024-03-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.375,False,Temperature variance narrowed after coolant nozzle cleaning.
+19587,2024-03-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.617,False,SCADA backfill inserted two delayed telemetry points.
+19588,2024-03-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.397,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19589,2024-03-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.777,False,Vibration harmonics broadened during extended production run.
+19590,2024-03-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.675,False,Operator reported intermittent chatter on machine CNC-04.
+19591,2024-03-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.532,False,Pressure settled back to nominal after valve reseat.
+19592,2024-03-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,34.963,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19593,2024-03-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.315,False,Quality team requested trace review for lot 24-118B.
+19594,2024-03-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.047,False,Quality hold reduced finishing booth activity for one shift.
+19595,2024-03-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.242,False,Humidity readings track seasonal rise across late spring.
+19596,2024-03-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.756,False,Edge collector replayed buffered events after network recovery.
+19597,2024-03-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.969,False,Supervisory alert generated after three consecutive threshold breaches.
+19598,2024-03-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.908,False,Quality hold reduced finishing booth activity for one shift.
+19599,2024-03-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.076,False,Transient outlier matched forklift impact near cabinet wall.
+19600,2024-03-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.195,False,Humidity baseline improved after seal replacement.
+19601,2024-03-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.994,False,Sensor heartbeat delayed by one interval after gateway retry.
+19602,2024-03-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.956,False,Coolant loop adjustment reduced chamber temperature spread.
+19603,2024-03-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.555,False,Vibration harmonics broadened during extended production run.
+19604,2024-03-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.148,False,Maintenance scheduler deferred calibration due to spare shortage.
+19605,2024-03-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Sensor heartbeat delayed by one interval after gateway retry.
+19606,2024-03-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.344,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19607,2024-03-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.5,False,Quality team requested trace review for lot 24-118B.
+19608,2024-03-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.901,False,Humidity readings track seasonal rise across late spring.
+19609,2024-03-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Thermal ramp exceeded expected warmup curve before shift start.
+19610,2024-03-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.244,False,Edge collector replayed buffered events after network recovery.
+19611,2024-03-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.886,False,Transient outlier matched forklift impact near cabinet wall.
+19612,2024-03-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.722,False,Coolant loop adjustment reduced chamber temperature spread.
+19613,2024-03-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Air handler maintenance reduced humidity variance on finishing line.
+19614,2024-03-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.703,False,Supervisory alert generated after three consecutive threshold breaches.
+19615,2024-03-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Maintenance crew confirmed lubrication interval was missed.
+19616,2024-03-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.174,False,Maintenance note logged for coupling imbalance inspection.
+19617,2024-03-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Bearing temperature rising faster than baseline on spindle cell.
+19618,2024-03-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.61,False,Maintenance crew confirmed lubrication interval was missed.
+19619,2024-03-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.938,False,Pressure peak corresponds to oversized billet batch processing.
+19620,2024-03-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.827,False,Vibration burst exceeds envelope during tool change cycle.
+19621,2024-03-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.243,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19622,2024-03-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.173,False,Humidity excursion near finishing booth during coating run.
+19623,2024-03-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19624,2024-03-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.431,False,Sensor heartbeat delayed by one interval after gateway retry.
+19625,2024-03-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Warning threshold updated for pilot predictive-maintenance model.
+19626,2024-03-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.937,False,Short-lived packet loss observed at edge gateway gw-02.
+19627,2024-03-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.824,False,Anomaly review flagged possible bearing wear progression.
+19628,2024-03-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.757,False,Pressure settled back to nominal after valve reseat.
+19629,2024-03-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.578,False,Pressure settled back to nominal after valve reseat.
+19630,2024-03-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.546,False,Maintenance scheduler deferred calibration due to spare shortage.
+19631,2024-03-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.191,False,Unbalanced load introduced cyclical pressure ripple.
+19632,2024-03-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.163,False,Humidity baseline improved after seal replacement.
+19633,2024-03-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.999,False,Maintenance crew confirmed lubrication interval was missed.
+19634,2024-03-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.663,False,Maintenance crew confirmed lubrication interval was missed.
+19635,2024-03-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Sensor battery health remains nominal after firmware update.
+19636,2024-03-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.093,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19637,2024-03-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Packaging line stop reduced adjacent vibration background.
+19638,2024-03-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.514,False,Thermal ramp exceeded expected warmup curve before shift start.
+19639,2024-03-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.509,False,Temperature variance narrowed after coolant nozzle cleaning.
+19640,2024-03-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.677,False,Temperature remained elevated during unscheduled overtime run.
+19641,2024-03-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.035,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19642,2024-03-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.12,False,Warning threshold updated for pilot predictive-maintenance model.
+19643,2024-03-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.632,False,Night shift startup produced higher than normal vibration floor.
+19644,2024-03-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.595,False,Sensor battery health remains nominal after firmware update.
+19645,2024-03-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.155,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19646,2024-03-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.351,False,Edge collector replayed buffered events after network recovery.
+19647,2024-03-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.939,False,Calibration check overdue by 11 days for press-line transducer.
+19648,2024-03-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.737,False,SCADA backfill inserted two delayed telemetry points.
+19649,2024-03-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.305,False,Air handler maintenance reduced humidity variance on finishing line.
+19650,2024-03-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.269,False,Short-lived packet loss observed at edge gateway gw-02.
+19651,2024-03-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.828,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19652,2024-03-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.398,False,Machine idle period extended during planned sanitation window.
+19653,2024-03-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.105,False,Bearing temperature rising faster than baseline on spindle cell.
+19654,2024-03-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.816,False,Anomaly review flagged possible bearing wear progression.
+19655,2024-03-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.201,False,Maintenance scheduler deferred calibration due to spare shortage.
+19656,2024-03-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.676,False,Maintenance crew confirmed lubrication interval was missed.
+19657,2024-03-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.783,False,Maintenance scheduler deferred calibration due to spare shortage.
+19658,2024-03-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.561,False,Sensor enclosure opened for manual calibration verification.
+19659,2024-03-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.383,False,Maintenance crew confirmed lubrication interval was missed.
+19660,2024-03-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.197,False,Press cycle dwell time lengthened during high-volume batch.
+19661,2024-03-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.423,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19662,2024-03-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.637,False,Humidity baseline improved after seal replacement.
+19663,2024-03-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.518,False,Telemetry quality flag downgraded during sensor self-test window.
+19664,2024-03-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.458,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19665,2024-03-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Thermal ramp exceeded expected warmup curve before shift start.
+19666,2024-03-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.478,False,Temperature variance narrowed after coolant nozzle cleaning.
+19667,2024-03-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.208,False,Warning threshold updated for pilot predictive-maintenance model.
+19668,2024-03-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.125,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19669,2024-03-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Anomaly review flagged possible bearing wear progression.
+19670,2024-03-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.503,False,Humidity climbed during dock-door open period in afternoon shift.
+19671,2024-03-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.794,False,Operator reported intermittent chatter on machine CNC-04.
+19672,2024-03-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.231,False,Anomaly review flagged possible bearing wear progression.
+19673,2024-03-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Sensor enclosure opened for manual calibration verification.
+19674,2024-03-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.664,False,Operator reset acknowledged after red-tag inspection.
+19675,2024-03-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19676,2024-03-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.779,False,Unbalanced load introduced cyclical pressure ripple.
+19677,2024-03-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19678,2024-03-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.175,False,Bearing temperature rising faster than baseline on spindle cell.
+19679,2024-03-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.376,False,Quality team requested trace review for lot 24-118B.
+19680,2024-03-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.796,False,Condensation warning cleared after dehumidifier ramp-up.
+19681,2024-03-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.481,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19682,2024-03-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.231,False,Air handler maintenance reduced humidity variance on finishing line.
+19683,2024-03-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.697,False,Thermal overshoot event coincided with recipe change on furnace.
+19684,2024-03-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19685,2024-03-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Quality team requested trace review for lot 24-118B.
+19686,2024-03-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.452,False,Bearing temperature rising faster than baseline on spindle cell.
+19687,2024-03-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.281,False,Edge collector replayed buffered events after network recovery.
+19688,2024-03-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.592,False,Maintenance scheduler deferred calibration due to spare shortage.
+19689,2024-03-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.732,False,Thermal ramp exceeded expected warmup curve before shift start.
+19690,2024-03-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.754,False,Anomaly review flagged possible bearing wear progression.
+19691,2024-03-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Temporary gateway failover completed without data loss.
+19692,2024-03-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.447,False,Sensor battery health remains nominal after firmware update.
+19693,2024-03-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19694,2024-03-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.728,False,Vibration harmonics broadened during extended production run.
+19695,2024-03-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.931,False,Maintenance crew confirmed lubrication interval was missed.
+19696,2024-03-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.326,False,Sensor enclosure opened for manual calibration verification.
+19697,2024-03-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.401,False,Sensor heartbeat delayed by one interval after gateway retry.
+19698,2024-03-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.781,False,Thermal overshoot event coincided with recipe change on furnace.
+19699,2024-03-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.072,False,Humidity baseline improved after seal replacement.
+19700,2024-03-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.764,False,Maintenance note logged for coupling imbalance inspection.
+19701,2024-03-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19702,2024-03-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.497,False,Maintenance note logged for coupling imbalance inspection.
+19703,2024-03-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Coolant loop adjustment reduced chamber temperature spread.
+19704,2024-03-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.742,False,Maintenance scheduler deferred calibration due to spare shortage.
+19705,2024-03-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Temperature variance narrowed after coolant nozzle cleaning.
+19706,2024-03-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.128,False,Condensation warning cleared after dehumidifier ramp-up.
+19707,2024-03-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.77,False,Telemetry quality flag downgraded during sensor self-test window.
+19708,2024-03-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19709,2024-03-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.823,False,Quality hold reduced finishing booth activity for one shift.
+19710,2024-03-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.498,False,Quality team requested trace review for lot 24-118B.
+19711,2024-03-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.309,False,Calibration check overdue by 11 days for press-line transducer.
+19712,2024-03-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.496,False,Sensor heartbeat delayed by one interval after gateway retry.
+19713,2024-03-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
+19714,2024-03-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.609,False,Dust extraction fan offline for 18 minutes on line finishing.
+19715,2024-03-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.597,False,Temperature remained elevated during unscheduled overtime run.
+19716,2024-03-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.619,False,Night shift startup produced higher than normal vibration floor.
+19717,2024-03-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19718,2024-03-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.774,False,SCADA backfill inserted two delayed telemetry points.
+19719,2024-03-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.139,False,Sensor heartbeat delayed by one interval after gateway retry.
+19720,2024-03-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.898,False,Humidity climbed during dock-door open period in afternoon shift.
+19721,2024-03-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.817,False,Sensor heartbeat delayed by one interval after gateway retry.
+19722,2024-03-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.007,False,Telemetry quality flag downgraded during sensor self-test window.
+19723,2024-03-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.235,False,Maintenance crew confirmed lubrication interval was missed.
+19724,2024-03-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.582,False,Telemetry quality flag downgraded during sensor self-test window.
+19725,2024-03-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,SCADA backfill inserted two delayed telemetry points.
+19726,2024-03-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.42,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19727,2024-03-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19728,2024-03-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.967,False,Air handler maintenance reduced humidity variance on finishing line.
+19729,2024-03-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.953,False,Air handler maintenance reduced humidity variance on finishing line.
+19730,2024-03-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.027,False,Bearing temperature rising faster than baseline on spindle cell.
+19731,2024-03-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.382,False,SCADA backfill inserted two delayed telemetry points.
+19732,2024-03-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.542,False,Sensor signal clipping observed during startup surge.
+19733,2024-03-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Sensor battery health remains nominal after firmware update.
+19734,2024-03-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.47,False,Dust extraction fan offline for 18 minutes on line finishing.
+19735,2024-03-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.991,False,Anomaly review flagged possible bearing wear progression.
+19736,2024-03-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.352,False,Pressure peak corresponds to oversized billet batch processing.
+19737,2024-03-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Operator reported intermittent chatter on machine CNC-04.
+19738,2024-03-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.864,False,Night shift startup produced higher than normal vibration floor.
+19739,2024-03-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.442,False,Bearing temperature rising faster than baseline on spindle cell.
+19740,2024-03-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.764,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19741,2024-03-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Quality team requested trace review for lot 24-118B.
+19742,2024-03-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.917,False,Maintenance note logged for coupling imbalance inspection.
+19743,2024-03-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Sensor heartbeat delayed by one interval after gateway retry.
+19744,2024-03-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.17,False,Supervisory alert generated after three consecutive threshold breaches.
+19745,2024-03-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.751,False,Maintenance crew confirmed lubrication interval was missed.
+19746,2024-03-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.369,False,Quality team requested trace review for lot 24-118B.
+19747,2024-03-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.557,False,Maintenance note logged for coupling imbalance inspection.
+19748,2024-03-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.709,False,Temperature remained elevated during unscheduled overtime run.
+19749,2024-03-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Sensor heartbeat delayed by one interval after gateway retry.
+19750,2024-03-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.551,False,Temperature remained elevated during unscheduled overtime run.
+19751,2024-03-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.416,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19752,2024-03-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.463,False,Sensor enclosure opened for manual calibration verification.
+19753,2024-03-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.93,False,Maintenance note logged for coupling imbalance inspection.
+19754,2024-03-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.047,False,Coolant loop adjustment reduced chamber temperature spread.
+19755,2024-03-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.741,False,Vibration harmonics broadened during extended production run.
+19756,2024-03-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.614,False,Night shift startup produced higher than normal vibration floor.
+19757,2024-03-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.9,False,Press cycle dwell time lengthened during high-volume batch.
+19758,2024-03-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.711,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19759,2024-03-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Shift handoff note referenced unusual noise near press enclosure.
+19760,2024-03-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.205,False,Temperature remained elevated during unscheduled overtime run.
+19761,2024-03-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.909,False,Thermal overshoot event coincided with recipe change on furnace.
+19762,2024-03-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.269,False,Maintenance crew confirmed lubrication interval was missed.
+19763,2024-03-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Thermal ramp exceeded expected warmup curve before shift start.
+19764,2024-03-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.749,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19765,2024-03-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Temporary gateway failover completed without data loss.
+19766,2024-03-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.045,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19767,2024-03-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Packaging line stop reduced adjacent vibration background.
+19768,2024-03-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.91,False,Vibration burst exceeds envelope during tool change cycle.
+19769,2024-03-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Transient outlier matched forklift impact near cabinet wall.
+19770,2024-03-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.812,False,Thermal overshoot event coincided with recipe change on furnace.
+19771,2024-03-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.956,False,Vibration harmonics broadened during extended production run.
+19772,2024-03-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.755,False,Sensor enclosure opened for manual calibration verification.
+19773,2024-03-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.682,False,Vibration harmonics broadened during extended production run.
+19774,2024-03-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.057,False,Temporary gateway failover completed without data loss.
+19775,2024-03-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.423,False,Night shift startup produced higher than normal vibration floor.
+19776,2024-03-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.461,False,Hydraulic line pressure oscillation detected under load.
+19777,2024-03-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Packaging line stop reduced adjacent vibration background.
+19778,2024-03-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.783,False,Humidity excursion near finishing booth during coating run.
+19779,2024-03-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.951,False,Telemetry quality flag downgraded during sensor self-test window.
+19780,2024-03-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.29,False,Short-lived packet loss observed at edge gateway gw-02.
+19781,2024-03-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Condensation warning cleared after dehumidifier ramp-up.
+19782,2024-03-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.668,False,Coolant loop adjustment reduced chamber temperature spread.
+19783,2024-03-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.235,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19784,2024-03-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.221,False,Humidity readings track seasonal rise across late spring.
+19785,2024-03-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.233,False,Packaging line stop reduced adjacent vibration background.
+19786,2024-03-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.467,False,Sensor heartbeat delayed by one interval after gateway retry.
+19787,2024-03-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.878,False,Vibration baseline recovered after tool holder replacement.
+19788,2024-03-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.504,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19789,2024-03-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19790,2024-03-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.534,False,Transient outlier matched forklift impact near cabinet wall.
+19791,2024-03-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.2,False,Temperature variance narrowed after coolant nozzle cleaning.
+19792,2024-03-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.442,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19793,2024-03-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.913,False,Vibration baseline recovered after tool holder replacement.
+19794,2024-03-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,82.235,False,Sensor enclosure opened for manual calibration verification.
+19795,2024-03-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.921,False,Transient outlier matched forklift impact near cabinet wall.
+19796,2024-03-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.113,False,Short-lived packet loss observed at edge gateway gw-02.
+19797,2024-03-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.707,False,Maintenance note logged for coupling imbalance inspection.
+19798,2024-03-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.711,False,Telemetry quality flag downgraded during sensor self-test window.
+19799,2024-03-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Vibration baseline recovered after tool holder replacement.
+19800,2024-03-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.282,False,Vibration harmonics broadened during extended production run.
+19801,2024-03-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.218,False,Pressure line purge completed before restart authorization.
+19802,2024-03-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.646,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19803,2024-03-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.642,False,Machine idle period extended during planned sanitation window.
+19804,2024-03-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.521,False,Sensor signal clipping observed during startup surge.
+19805,2024-03-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.779,False,Warning threshold updated for pilot predictive-maintenance model.
+19806,2024-03-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.473,False,Reliability engineer tagged sample window for model retraining.
+19807,2024-03-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.464,False,Reliability engineer tagged sample window for model retraining.
+19808,2024-03-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.763,False,Coolant loop adjustment reduced chamber temperature spread.
+19809,2024-03-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.149,False,Thermal overshoot event coincided with recipe change on furnace.
+19810,2024-03-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.087,False,Press cycle dwell time lengthened during high-volume batch.
+19811,2024-03-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.263,False,Maintenance note logged for coupling imbalance inspection.
+19812,2024-03-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.282,False,Humidity excursion near finishing booth during coating run.
+19813,2024-03-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.959,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19814,2024-03-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.254,False,Press cycle dwell time lengthened during high-volume batch.
+19815,2024-03-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.208,False,Vibration burst exceeds envelope during tool change cycle.
+19816,2024-03-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.189,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19817,2024-03-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Press cycle dwell time lengthened during high-volume batch.
+19818,2024-03-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.926,False,Edge collector replayed buffered events after network recovery.
+19819,2024-03-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.459,False,Transient outlier matched forklift impact near cabinet wall.
+19820,2024-03-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.159,False,Night shift startup produced higher than normal vibration floor.
+19821,2024-03-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.667,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19822,2024-03-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.713,False,Temperature variance narrowed after coolant nozzle cleaning.
+19823,2024-03-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Operator reset acknowledged after red-tag inspection.
+19824,2024-03-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.948,False,Telemetry quality flag downgraded during sensor self-test window.
+19825,2024-03-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.645,False,Humidity readings track seasonal rise across late spring.
+19826,2024-03-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.41,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19827,2024-03-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.327,False,Humidity excursion near finishing booth during coating run.
+19828,2024-03-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.222,False,Humidity excursion near finishing booth during coating run.
+19829,2024-03-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.035,False,Vibration burst exceeds envelope during tool change cycle.
+19830,2024-03-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.855,False,Vibration harmonics broadened during extended production run.
+19831,2024-03-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19832,2024-03-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.081,False,Vibration burst exceeds envelope during tool change cycle.
+19833,2024-03-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.698,False,Press cycle dwell time lengthened during high-volume batch.
+19834,2024-03-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.678,False,Hydraulic line pressure oscillation detected under load.
+19835,2024-03-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.584,False,Edge collector replayed buffered events after network recovery.
+19836,2024-03-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.802,False,SCADA backfill inserted two delayed telemetry points.
+19837,2024-03-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.145,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19838,2024-03-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Edge collector replayed buffered events after network recovery.
+19839,2024-03-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.16,False,Edge collector replayed buffered events after network recovery.
+19840,2024-03-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.722,False,Hydraulic line pressure oscillation detected under load.
+19841,2024-03-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19842,2024-03-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,59.368,False,Thermal overshoot event coincided with recipe change on furnace.
+19843,2024-03-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.962,False,SCADA backfill inserted two delayed telemetry points.
+19844,2024-03-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.471,False,Vibration harmonics broadened during extended production run.
+19845,2024-03-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.87,False,Machine idle period extended during planned sanitation window.
+19846,2024-03-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.062,False,Short-lived packet loss observed at edge gateway gw-02.
+19847,2024-03-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.424,False,Telemetry quality flag downgraded during sensor self-test window.
+19848,2024-03-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.801,False,Machine idle period extended during planned sanitation window.
+19849,2024-03-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Air handler maintenance reduced humidity variance on finishing line.
+19850,2024-03-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.491,False,Temperature variance narrowed after coolant nozzle cleaning.
+19851,2024-03-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Anomaly review flagged possible bearing wear progression.
+19852,2024-03-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.267,False,Machine idle period extended during planned sanitation window.
+19853,2024-03-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Quality hold reduced finishing booth activity for one shift.
+19854,2024-03-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.04,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19855,2024-03-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.155,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19856,2024-03-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.728,False,Short-lived packet loss observed at edge gateway gw-02.
+19857,2024-03-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.43,False,Reliability engineer tagged sample window for model retraining.
+19858,2024-03-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.564,False,Press cycle dwell time lengthened during high-volume batch.
+19859,2024-03-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.481,False,Vibration burst exceeds envelope during tool change cycle.
+19860,2024-03-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.024,False,Vibration baseline recovered after tool holder replacement.
+19861,2024-03-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.818,False,Dust extraction fan offline for 18 minutes on line finishing.
+19862,2024-03-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.177,False,Press cycle dwell time lengthened during high-volume batch.
+19863,2024-03-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.37,False,Quality hold reduced finishing booth activity for one shift.
+19864,2024-03-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.337,False,Short-lived packet loss observed at edge gateway gw-02.
+19865,2024-03-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Temporary gateway failover completed without data loss.
+19866,2024-03-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.302,False,Humidity baseline improved after seal replacement.
+19867,2024-03-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.966,False,Sensor enclosure opened for manual calibration verification.
+19868,2024-03-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.694,False,Pressure peak corresponds to oversized billet batch processing.
+19869,2024-03-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.029,False,Press cycle dwell time lengthened during high-volume batch.
+19870,2024-03-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.841,False,Pressure peak corresponds to oversized billet batch processing.
+19871,2024-03-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.867,False,Transient outlier matched forklift impact near cabinet wall.
+19872,2024-03-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.144,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+19873,2024-03-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,SCADA backfill inserted two delayed telemetry points.
+19874,2024-03-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.034,False,Humidity excursion near finishing booth during coating run.
+19875,2024-03-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.544,False,Air handler maintenance reduced humidity variance on finishing line.
+19876,2024-03-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.475,False,Temporary gateway failover completed without data loss.
+19877,2024-03-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.526,False,Machine idle period extended during planned sanitation window.
+19878,2024-03-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.853,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19879,2024-03-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.508,False,Sensor 3 drift suspected after cross-check with manual gauge.
+19880,2024-03-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.87,False,Pressure settled back to nominal after valve reseat.
+19881,2024-03-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Air handler maintenance reduced humidity variance on finishing line.
+19882,2024-03-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.415,False,Telemetry quality flag downgraded during sensor self-test window.
+19883,2024-03-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.638,False,Supervisory alert generated after three consecutive threshold breaches.
+19884,2024-03-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.628,False,Temperature variance narrowed after coolant nozzle cleaning.
+19885,2024-03-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.858,False,Maintenance crew confirmed lubrication interval was missed.
+19886,2024-03-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.188,False,Machine throughput increase drove sustained pressure uplift.
+19887,2024-03-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Pressure peak corresponds to oversized billet batch processing.
+19888,2024-03-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.269,False,SCADA backfill inserted two delayed telemetry points.
+19889,2024-03-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.686,False,Night shift startup produced higher than normal vibration floor.
+19890,2024-03-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.571,False,Pressure settled back to nominal after valve reseat.
+19891,2024-03-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.432,False,Anomaly review flagged possible bearing wear progression.
+19892,2024-03-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.79,False,Humidity climbed during dock-door open period in afternoon shift.
+19893,2024-03-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Coolant loop adjustment reduced chamber temperature spread.
+19894,2024-03-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.745,False,Quality team requested trace review for lot 24-118B.
+19895,2024-03-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.01,False,Humidity baseline improved after seal replacement.
+19896,2024-03-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.121,False,Condensation warning cleared after dehumidifier ramp-up.
+19897,2024-03-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Warning threshold updated for pilot predictive-maintenance model.
+19898,2024-03-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.143,False,Operator reset acknowledged after red-tag inspection.
+19899,2024-03-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Quality hold reduced finishing booth activity for one shift.
+19900,2024-03-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.892,False,Short-lived packet loss observed at edge gateway gw-02.
+19901,2024-03-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Machine throughput increase drove sustained pressure uplift.
+19902,2024-03-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.557,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19903,2024-03-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.59,False,Reliability engineer tagged sample window for model retraining.
+19904,2024-03-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.041,False,Edge collector replayed buffered events after network recovery.
+19905,2024-03-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.98,False,Humidity baseline improved after seal replacement.
+19906,2024-03-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.052,False,Maintenance scheduler deferred calibration due to spare shortage.
+19907,2024-03-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19908,2024-03-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.188,False,Pressure line purge completed before restart authorization.
+19909,2024-03-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.11,False,Pressure line purge completed before restart authorization.
+19910,2024-03-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.662,False,Dust extraction fan offline for 18 minutes on line finishing.
+19911,2024-03-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Supervisory alert generated after three consecutive threshold breaches.
+19912,2024-03-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.469,False,Humidity excursion near finishing booth during coating run.
+19913,2024-03-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Thermal ramp exceeded expected warmup curve before shift start.
+19914,2024-03-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.244,False,Operator reported intermittent chatter on machine CNC-04.
+19915,2024-03-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19916,2024-03-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.04,False,Pressure line purge completed before restart authorization.
+19917,2024-03-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.624,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19918,2024-03-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.542,False,Ambient temperature stabilized after HVAC stage-two engagement.
+19919,2024-03-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.805,False,Shift handoff note referenced unusual noise near press enclosure.
+19920,2024-03-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.36,False,Vibration baseline recovered after tool holder replacement.
+19921,2024-03-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.498,False,Telemetry quality flag downgraded during sensor self-test window.
+19922,2024-03-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.073,False,Press cycle dwell time lengthened during high-volume batch.
+19923,2024-03-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.19,False,Sensor signal clipping observed during startup surge.
+19924,2024-03-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.962,False,Vibration burst exceeds envelope during tool change cycle.
+19925,2024-03-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
+19926,2024-03-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.389,False,Vibration harmonics broadened during extended production run.
+19927,2024-03-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Quality hold reduced finishing booth activity for one shift.
+19928,2024-03-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.588,False,Warning threshold updated for pilot predictive-maintenance model.
+19929,2024-03-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Pressure settled back to nominal after valve reseat.
+19930,2024-03-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.388,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19931,2024-03-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.724,False,Humidity climbed during dock-door open period in afternoon shift.
+19932,2024-03-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.099,False,Sensor battery health remains nominal after firmware update.
+19933,2024-03-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Pressure settled back to nominal after valve reseat.
+19934,2024-03-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.853,False,Vibration burst exceeds envelope during tool change cycle.
+19935,2024-03-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Vibration baseline recovered after tool holder replacement.
+19936,2024-03-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.108,False,Pressure settled back to nominal after valve reseat.
+19937,2024-03-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.885,False,Quality team requested trace review for lot 24-118B.
+19938,2024-03-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.699,False,Bearing temperature rising faster than baseline on spindle cell.
+19939,2024-03-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Vibration baseline recovered after tool holder replacement.
+19940,2024-03-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.724,False,Humidity baseline improved after seal replacement.
+19941,2024-03-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.604,False,Quality team requested trace review for lot 24-118B.
+19942,2024-03-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.469,False,Calibration check overdue by 11 days for press-line transducer.
+19943,2024-03-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.378,False,Dust extraction fan offline for 18 minutes on line finishing.
+19944,2024-03-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.064,False,Humidity readings track seasonal rise across late spring.
+19945,2024-03-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Humidity excursion near finishing booth during coating run.
+19946,2024-03-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.948,False,Sensor heartbeat delayed by one interval after gateway retry.
+19947,2024-03-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.082,False,Vibration burst exceeds envelope during tool change cycle.
+19948,2024-03-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.112,False,Quality hold reduced finishing booth activity for one shift.
+19949,2024-03-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.804,False,Pressure settled back to nominal after valve reseat.
+19950,2024-03-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.779,False,Telemetry quality flag downgraded during sensor self-test window.
+19951,2024-03-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.232,False,Temperature variance narrowed after coolant nozzle cleaning.
+19952,2024-03-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.669,False,Humidity readings track seasonal rise across late spring.
+19953,2024-03-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Vibration harmonics broadened during extended production run.
+19954,2024-03-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.136,False,Calibration check overdue by 11 days for press-line transducer.
+19955,2024-03-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Temperature remained elevated during unscheduled overtime run.
+19956,2024-03-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.32,False,Temperature remained elevated during unscheduled overtime run.
+19957,2024-03-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.352,False,Short-lived packet loss observed at edge gateway gw-02.
+19958,2024-03-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.43,False,Sensor enclosure opened for manual calibration verification.
+19959,2024-03-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.492,False,Press cycle dwell time lengthened during high-volume batch.
+19960,2024-03-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.177,False,Compressed air fluctuation introduced pressure noise for two cycles.
+19961,2024-03-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.944,False,Hydraulic line pressure oscillation detected under load.
+19962,2024-03-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.576,False,Vibration burst exceeds envelope during tool change cycle.
+19963,2024-03-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.798,False,Vibration harmonics broadened during extended production run.
+19964,2024-03-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.165,False,Warning threshold updated for pilot predictive-maintenance model.
+19965,2024-03-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.606,False,Maintenance crew confirmed lubrication interval was missed.
+19966,2024-03-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.931,False,Maintenance note logged for coupling imbalance inspection.
+19967,2024-03-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.409,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19968,2024-03-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.0,False,Humidity readings track seasonal rise across late spring.
+19969,2024-03-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.239,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19970,2024-03-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.332,False,Vibration baseline recovered after tool holder replacement.
+19971,2024-03-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Sensor battery health remains nominal after firmware update.
+19972,2024-03-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.011,False,Maintenance scheduler deferred calibration due to spare shortage.
+19973,2024-03-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Vibration baseline recovered after tool holder replacement.
+19974,2024-03-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.752,False,Thermal overshoot event coincided with recipe change on furnace.
+19975,2024-03-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.378,False,Bearing temperature rising faster than baseline on spindle cell.
+19976,2024-03-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.364,False,Telemetry quality flag downgraded during sensor self-test window.
+19977,2024-03-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.451,False,Humidity climbed during dock-door open period in afternoon shift.
+19978,2024-03-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.189,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+19979,2024-03-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Vibration baseline recovered after tool holder replacement.
+19980,2024-03-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.117,False,Thermal ramp exceeded expected warmup curve before shift start.
+19981,2024-03-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,SCADA backfill inserted two delayed telemetry points.
+19982,2024-03-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.679,False,Bearing temperature rising faster than baseline on spindle cell.
+19983,2024-03-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.188,False,Pressure settled back to nominal after valve reseat.
+19984,2024-03-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.767,False,Supervisory alert generated after three consecutive threshold breaches.
+19985,2024-03-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.95,False,Pressure settled back to nominal after valve reseat.
+19986,2024-03-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.15,False,Coolant loop adjustment reduced chamber temperature spread.
+19987,2024-03-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Vibration baseline recovered after tool holder replacement.
+19988,2024-03-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.932,False,Vibration burst exceeds envelope during tool change cycle.
+19989,2024-03-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.846,False,Shift handoff note referenced unusual noise near press enclosure.
+19990,2024-03-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.438,False,Transient outlier matched forklift impact near cabinet wall.
+19991,2024-03-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.275,False,Hydraulic line pressure oscillation detected under load.
+19992,2024-03-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.776,False,Telemetry quality flag downgraded during sensor self-test window.
+19993,2024-03-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Temporary gateway failover completed without data loss.
+19994,2024-03-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.663,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+19995,2024-03-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.615,False,Quality hold reduced finishing booth activity for one shift.
+19996,2024-03-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.205,False,Dust extraction fan offline for 18 minutes on line finishing.
+19997,2024-03-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Shift handoff note referenced unusual noise near press enclosure.
+19998,2024-03-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.557,False,Vibration baseline recovered after tool holder replacement.
+19999,2024-03-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.289,False,Operator reset acknowledged after red-tag inspection.
+20000,2024-03-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.88,False,Transient outlier matched forklift impact near cabinet wall.
+20001,2024-03-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.696,False,Shift handoff note referenced unusual noise near press enclosure.
+20002,2024-03-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.841,False,Unbalanced load introduced cyclical pressure ripple.
+20003,2024-03-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.102,False,Maintenance scheduler deferred calibration due to spare shortage.
+20004,2024-03-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.147,False,Calibration check overdue by 11 days for press-line transducer.
+20005,2024-03-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Telemetry quality flag downgraded during sensor self-test window.
+20006,2024-03-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.216,False,Sensor heartbeat delayed by one interval after gateway retry.
+20007,2024-03-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Short-lived packet loss observed at edge gateway gw-02.
+20008,2024-03-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.403,False,Reliability engineer tagged sample window for model retraining.
+20009,2024-03-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Vibration harmonics broadened during extended production run.
+20010,2024-03-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.116,False,Maintenance scheduler deferred calibration due to spare shortage.
+20011,2024-03-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.83,False,Telemetry quality flag downgraded during sensor self-test window.
+20012,2024-03-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.639,False,Anomaly review flagged possible bearing wear progression.
+20013,2024-03-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.55,False,Pressure peak corresponds to oversized billet batch processing.
+20014,2024-03-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.1,False,Reliability engineer tagged sample window for model retraining.
+20015,2024-03-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.492,False,Operator reported intermittent chatter on machine CNC-04.
+20016,2024-03-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.731,False,Humidity excursion near finishing booth during coating run.
+20017,2024-03-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Unbalanced load introduced cyclical pressure ripple.
+20018,2024-03-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.43,False,Warning threshold updated for pilot predictive-maintenance model.
+20019,2024-03-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Maintenance note logged for coupling imbalance inspection.
+20020,2024-03-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.657,False,Anomaly review flagged possible bearing wear progression.
+20021,2024-03-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Sensor heartbeat delayed by one interval after gateway retry.
+20022,2024-03-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.277,False,Warning threshold updated for pilot predictive-maintenance model.
+20023,2024-03-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.24,False,Vibration baseline recovered after tool holder replacement.
+20024,2024-03-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.65,False,Vibration baseline recovered after tool holder replacement.
+20025,2024-03-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.926,False,Pressure peak corresponds to oversized billet batch processing.
+20026,2024-03-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.976,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20027,2024-03-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Maintenance scheduler deferred calibration due to spare shortage.
+20028,2024-03-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.397,False,Edge collector replayed buffered events after network recovery.
+20029,2024-03-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.686,False,Maintenance scheduler deferred calibration due to spare shortage.
+20030,2024-03-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.636,False,Dust extraction fan offline for 18 minutes on line finishing.
+20031,2024-03-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Warning threshold updated for pilot predictive-maintenance model.
+20032,2024-03-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.41,False,Bearing temperature rising faster than baseline on spindle cell.
+20033,2024-03-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20034,2024-03-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.876,False,Sensor enclosure opened for manual calibration verification.
+20035,2024-03-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.11,False,Humidity readings track seasonal rise across late spring.
+20036,2024-03-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.622,False,Press cycle dwell time lengthened during high-volume batch.
+20037,2024-03-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.703,False,Humidity climbed during dock-door open period in afternoon shift.
+20038,2024-03-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.572,False,Humidity excursion near finishing booth during coating run.
+20039,2024-03-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.126,False,Vibration baseline recovered after tool holder replacement.
+20040,2024-03-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.273,False,Temperature variance narrowed after coolant nozzle cleaning.
+20041,2024-03-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Temperature variance narrowed after coolant nozzle cleaning.
+20042,2024-03-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.116,False,Thermal overshoot event coincided with recipe change on furnace.
+20043,2024-03-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.311,False,Night shift startup produced higher than normal vibration floor.
+20044,2024-03-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.675,False,Machine idle period extended during planned sanitation window.
+20045,2024-03-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Machine idle period extended during planned sanitation window.
+20046,2024-03-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.481,False,Temperature variance narrowed after coolant nozzle cleaning.
+20047,2024-03-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.495,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20048,2024-03-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.415,False,Short-lived packet loss observed at edge gateway gw-02.
+20049,2024-03-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20050,2024-03-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20051,2024-03-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.118,False,Dust extraction fan offline for 18 minutes on line finishing.
+20052,2024-03-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.29,False,Night shift startup produced higher than normal vibration floor.
+20053,2024-03-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.368,False,Edge collector replayed buffered events after network recovery.
+20054,2024-03-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.111,False,Temperature remained elevated during unscheduled overtime run.
+20055,2024-03-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Vibration burst exceeds envelope during tool change cycle.
+20056,2024-03-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.363,False,Temporary gateway failover completed without data loss.
+20057,2024-03-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Sensor heartbeat delayed by one interval after gateway retry.
+20058,2024-03-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.966,False,Temperature remained elevated during unscheduled overtime run.
+20059,2024-03-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.708,False,Vibration baseline recovered after tool holder replacement.
+20060,2024-03-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.873,False,Humidity climbed during dock-door open period in afternoon shift.
+20061,2024-03-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Thermal ramp exceeded expected warmup curve before shift start.
+20062,2024-03-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.805,False,Humidity excursion near finishing booth during coating run.
+20063,2024-03-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.448,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20064,2024-03-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.156,False,Shift handoff note referenced unusual noise near press enclosure.
+20065,2024-03-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Thermal ramp exceeded expected warmup curve before shift start.
+20066,2024-03-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.008,False,Maintenance crew confirmed lubrication interval was missed.
+20067,2024-03-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.281,False,Warning threshold updated for pilot predictive-maintenance model.
+20068,2024-03-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.099,False,Quality team requested trace review for lot 24-118B.
+20069,2024-03-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Pressure settled back to nominal after valve reseat.
+20070,2024-03-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.332,False,Condensation warning cleared after dehumidifier ramp-up.
+20071,2024-03-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.003,False,Press cycle dwell time lengthened during high-volume batch.
+20072,2024-03-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.475,False,Press cycle dwell time lengthened during high-volume batch.
+20073,2024-03-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.856,False,Vibration harmonics broadened during extended production run.
+20074,2024-03-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.011,False,Temperature variance narrowed after coolant nozzle cleaning.
+20075,2024-03-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.008,False,Shift handoff note referenced unusual noise near press enclosure.
+20076,2024-03-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,34.699,False,Vibration burst exceeds envelope during tool change cycle.
+20077,2024-03-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Humidity baseline improved after seal replacement.
+20078,2024-03-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.23,False,Machine throughput increase drove sustained pressure uplift.
+20079,2024-03-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.5,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20080,2024-03-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.358,False,Temperature variance narrowed after coolant nozzle cleaning.
+20081,2024-03-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Night shift startup produced higher than normal vibration floor.
+20082,2024-03-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.646,False,Packaging line stop reduced adjacent vibration background.
+20083,2024-03-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.563,False,Bearing temperature rising faster than baseline on spindle cell.
+20084,2024-03-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.331,False,Transient outlier matched forklift impact near cabinet wall.
+20085,2024-03-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.248,False,Coolant loop adjustment reduced chamber temperature spread.
+20086,2024-03-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.539,False,Maintenance crew confirmed lubrication interval was missed.
+20087,2024-03-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.017,False,SCADA backfill inserted two delayed telemetry points.
+20088,2024-03-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.218,False,Temperature remained elevated during unscheduled overtime run.
+20089,2024-03-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,SCADA backfill inserted two delayed telemetry points.
+20090,2024-03-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.626,False,Pressure peak corresponds to oversized billet batch processing.
+20091,2024-03-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.542,False,Air handler maintenance reduced humidity variance on finishing line.
+20092,2024-03-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.618,False,Sensor enclosure opened for manual calibration verification.
+20093,2024-03-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Shift handoff note referenced unusual noise near press enclosure.
+20094,2024-03-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.808,False,Bearing temperature rising faster than baseline on spindle cell.
+20095,2024-03-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Dust extraction fan offline for 18 minutes on line finishing.
+20096,2024-03-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.987,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20097,2024-03-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.092,False,Sensor battery health remains nominal after firmware update.
+20098,2024-03-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.468,False,Quality hold reduced finishing booth activity for one shift.
+20099,2024-03-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.949,False,Pressure peak corresponds to oversized billet batch processing.
+20100,2024-03-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.153,False,Machine throughput increase drove sustained pressure uplift.
+20101,2024-03-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.922,False,Pressure settled back to nominal after valve reseat.
+20102,2024-03-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.339,False,Short-lived packet loss observed at edge gateway gw-02.
+20103,2024-03-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Quality hold reduced finishing booth activity for one shift.
+20104,2024-03-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.867,False,Anomaly review flagged possible bearing wear progression.
+20105,2024-03-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Night shift startup produced higher than normal vibration floor.
+20106,2024-03-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.296,False,Quality hold reduced finishing booth activity for one shift.
+20107,2024-03-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.959,False,Unbalanced load introduced cyclical pressure ripple.
+20108,2024-03-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.912,False,Night shift startup produced higher than normal vibration floor.
+20109,2024-03-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.68,False,Maintenance note logged for coupling imbalance inspection.
+20110,2024-03-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.794,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20111,2024-03-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.242,False,Hydraulic line pressure oscillation detected under load.
+20112,2024-03-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.361,False,Condensation warning cleared after dehumidifier ramp-up.
+20113,2024-03-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.016,False,SCADA backfill inserted two delayed telemetry points.
+20114,2024-03-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20115,2024-03-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Hydraulic line pressure oscillation detected under load.
+20116,2024-03-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.257,False,Machine idle period extended during planned sanitation window.
+20117,2024-03-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.897,False,Humidity baseline improved after seal replacement.
+20118,2024-03-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.065,False,Sensor heartbeat delayed by one interval after gateway retry.
+20119,2024-03-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Sensor enclosure opened for manual calibration verification.
+20120,2024-03-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Humidity excursion near finishing booth during coating run.
+20121,2024-03-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Thermal ramp exceeded expected warmup curve before shift start.
+20122,2024-03-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.731,False,Maintenance note logged for coupling imbalance inspection.
+20123,2024-03-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.509,False,Quality hold reduced finishing booth activity for one shift.
+20124,2024-03-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.328,False,Quality team requested trace review for lot 24-118B.
+20125,2024-03-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.596,False,Packaging line stop reduced adjacent vibration background.
+20126,2024-03-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.342,False,Machine throughput increase drove sustained pressure uplift.
+20127,2024-03-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Hydraulic line pressure oscillation detected under load.
+20128,2024-03-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.457,False,Operator reported intermittent chatter on machine CNC-04.
+20129,2024-03-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.949,False,Thermal ramp exceeded expected warmup curve before shift start.
+20130,2024-03-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.482,False,Vibration harmonics broadened during extended production run.
+20131,2024-03-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.224,False,Press cycle dwell time lengthened during high-volume batch.
+20132,2024-03-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.298,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20133,2024-03-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.831,False,Unbalanced load introduced cyclical pressure ripple.
+20134,2024-03-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.533,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20135,2024-03-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.7,False,Operator reported intermittent chatter on machine CNC-04.
+20136,2024-03-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.404,False,Packaging line stop reduced adjacent vibration background.
+20137,2024-03-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.475,False,Operator reset acknowledged after red-tag inspection.
+20138,2024-03-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.573,False,Coolant loop adjustment reduced chamber temperature spread.
+20139,2024-03-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.543,False,Quality team requested trace review for lot 24-118B.
+20140,2024-03-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.837,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20141,2024-03-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.732,False,Temperature variance narrowed after coolant nozzle cleaning.
+20142,2024-03-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.675,False,Unbalanced load introduced cyclical pressure ripple.
+20143,2024-03-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Temperature remained elevated during unscheduled overtime run.
+20144,2024-03-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.478,False,Supervisory alert generated after three consecutive threshold breaches.
+20145,2024-03-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.849,False,Air handler maintenance reduced humidity variance on finishing line.
+20146,2024-03-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.308,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20147,2024-03-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.06,False,Vibration harmonics broadened during extended production run.
+20148,2024-03-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.363,False,Thermal overshoot event coincided with recipe change on furnace.
+20149,2024-03-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.483,False,Vibration baseline recovered after tool holder replacement.
+20150,2024-03-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.817,False,Thermal ramp exceeded expected warmup curve before shift start.
+20151,2024-03-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Supervisory alert generated after three consecutive threshold breaches.
+20152,2024-03-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.657,False,Telemetry quality flag downgraded during sensor self-test window.
+20153,2024-03-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Condensation warning cleared after dehumidifier ramp-up.
+20154,2024-03-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.187,False,Hydraulic line pressure oscillation detected under load.
+20155,2024-03-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Condensation warning cleared after dehumidifier ramp-up.
+20156,2024-03-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.517,False,Bearing temperature rising faster than baseline on spindle cell.
+20157,2024-03-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Reliability engineer tagged sample window for model retraining.
+20158,2024-03-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.865,False,Maintenance note logged for coupling imbalance inspection.
+20159,2024-03-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Unbalanced load introduced cyclical pressure ripple.
+20160,2024-03-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.148,False,Vibration harmonics broadened during extended production run.
+20161,2024-03-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Air handler maintenance reduced humidity variance on finishing line.
+20162,2024-03-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.235,False,Anomaly review flagged possible bearing wear progression.
+20163,2024-03-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.34,False,Vibration baseline recovered after tool holder replacement.
+20164,2024-03-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.952,False,Condensation warning cleared after dehumidifier ramp-up.
+20165,2024-03-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Vibration burst exceeds envelope during tool change cycle.
+20166,2024-03-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.122,False,Quality team requested trace review for lot 24-118B.
+20167,2024-03-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.909,False,Dust extraction fan offline for 18 minutes on line finishing.
+20168,2024-03-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.086,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20169,2024-03-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Sensor battery health remains nominal after firmware update.
+20170,2024-03-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.754,False,Air handler maintenance reduced humidity variance on finishing line.
+20171,2024-03-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.713,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20172,2024-03-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.15,False,Sensor signal clipping observed during startup surge.
+20173,2024-03-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Warning threshold updated for pilot predictive-maintenance model.
+20174,2024-03-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.784,False,Sensor battery health remains nominal after firmware update.
+20175,2024-03-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.094,False,Humidity readings track seasonal rise across late spring.
+20176,2024-03-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.056,False,Air handler maintenance reduced humidity variance on finishing line.
+20177,2024-03-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.639,False,Supervisory alert generated after three consecutive threshold breaches.
+20178,2024-03-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.575,False,Quality hold reduced finishing booth activity for one shift.
+20179,2024-03-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.84,False,Night shift startup produced higher than normal vibration floor.
+20180,2024-03-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.672,False,Vibration burst exceeds envelope during tool change cycle.
+20181,2024-03-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Vibration baseline recovered after tool holder replacement.
+20182,2024-03-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.174,False,Thermal overshoot event coincided with recipe change on furnace.
+20183,2024-03-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Sensor signal clipping observed during startup surge.
+20184,2024-03-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.017,False,Packaging line stop reduced adjacent vibration background.
+20185,2024-03-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.733,False,Sensor heartbeat delayed by one interval after gateway retry.
+20186,2024-03-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.554,False,Humidity readings track seasonal rise across late spring.
+20187,2024-03-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Sensor battery health remains nominal after firmware update.
+20188,2024-03-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.316,False,Humidity baseline improved after seal replacement.
+20189,2024-03-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Vibration harmonics broadened during extended production run.
+20190,2024-03-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.316,False,Sensor battery health remains nominal after firmware update.
+20191,2024-03-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.745,False,Humidity baseline improved after seal replacement.
+20192,2024-03-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.899,False,Night shift startup produced higher than normal vibration floor.
+20193,2024-03-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.96,False,Condensation warning cleared after dehumidifier ramp-up.
+20194,2024-03-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.037,False,Thermal ramp exceeded expected warmup curve before shift start.
+20195,2024-03-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.279,False,Short-lived packet loss observed at edge gateway gw-02.
+20196,2024-03-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.438,False,Coolant loop adjustment reduced chamber temperature spread.
+20197,2024-03-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20198,2024-03-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.324,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20199,2024-03-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20200,2024-03-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.802,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20201,2024-03-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.335,False,Transient outlier matched forklift impact near cabinet wall.
+20202,2024-03-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.359,False,Dust extraction fan offline for 18 minutes on line finishing.
+20203,2024-03-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.998,False,Telemetry quality flag downgraded during sensor self-test window.
+20204,2024-03-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.008,False,Operator reported intermittent chatter on machine CNC-04.
+20205,2024-03-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Quality team requested trace review for lot 24-118B.
+20206,2024-03-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.827,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20207,2024-03-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.695,False,Short-lived packet loss observed at edge gateway gw-02.
+20208,2024-03-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.971,False,Temperature remained elevated during unscheduled overtime run.
+20209,2024-03-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.199,False,Sensor enclosure opened for manual calibration verification.
+20210,2024-03-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.023,False,Edge collector replayed buffered events after network recovery.
+20211,2024-03-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Pressure peak corresponds to oversized billet batch processing.
+20212,2024-03-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.26,False,Vibration burst exceeds envelope during tool change cycle.
+20213,2024-03-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.323,False,Calibration check overdue by 11 days for press-line transducer.
+20214,2024-03-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.853,False,Telemetry quality flag downgraded during sensor self-test window.
+20215,2024-03-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.562,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20216,2024-03-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.589,False,Humidity baseline improved after seal replacement.
+20217,2024-03-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.732,False,Night shift startup produced higher than normal vibration floor.
+20218,2024-03-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.822,False,Quality team requested trace review for lot 24-118B.
+20219,2024-03-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.066,False,Coolant loop adjustment reduced chamber temperature spread.
+20220,2024-03-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.661,False,Pressure line purge completed before restart authorization.
+20221,2024-03-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Air handler maintenance reduced humidity variance on finishing line.
+20222,2024-03-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.355,False,Operator reported intermittent chatter on machine CNC-04.
+20223,2024-03-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.287,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20224,2024-03-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.378,False,Thermal overshoot event coincided with recipe change on furnace.
+20225,2024-03-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20226,2024-03-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.137,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20227,2024-03-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20228,2024-03-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.129,False,Humidity excursion near finishing booth during coating run.
+20229,2024-03-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20230,2024-03-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.041,False,Sensor battery health remains nominal after firmware update.
+20231,2024-03-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.5,False,Thermal ramp exceeded expected warmup curve before shift start.
+20232,2024-03-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.13,False,Calibration check overdue by 11 days for press-line transducer.
+20233,2024-03-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.788,False,Press cycle dwell time lengthened during high-volume batch.
+20234,2024-03-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.964,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20235,2024-03-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.926,False,Short-lived packet loss observed at edge gateway gw-02.
+20236,2024-03-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.844,False,Machine idle period extended during planned sanitation window.
+20237,2024-03-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Reliability engineer tagged sample window for model retraining.
+20238,2024-03-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.208,False,Operator reported intermittent chatter on machine CNC-04.
+20239,2024-03-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.816,False,Edge collector replayed buffered events after network recovery.
+20240,2024-03-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.027,False,Reliability engineer tagged sample window for model retraining.
+20241,2024-03-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Shift handoff note referenced unusual noise near press enclosure.
+20242,2024-03-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.048,False,Humidity excursion near finishing booth during coating run.
+20243,2024-03-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Thermal overshoot event coincided with recipe change on furnace.
+20244,2024-03-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.921,False,Hydraulic line pressure oscillation detected under load.
+20245,2024-03-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.452,False,Anomaly review flagged possible bearing wear progression.
+20246,2024-03-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.564,False,Thermal overshoot event coincided with recipe change on furnace.
+20247,2024-03-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.333,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20248,2024-03-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.682,False,Condensation warning cleared after dehumidifier ramp-up.
+20249,2024-03-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.115,False,Coolant loop adjustment reduced chamber temperature spread.
+20250,2024-03-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.191,False,Unbalanced load introduced cyclical pressure ripple.
+20251,2024-03-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Pressure peak corresponds to oversized billet batch processing.
+20252,2024-03-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.414,False,Coolant loop adjustment reduced chamber temperature spread.
+20253,2024-03-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Thermal overshoot event coincided with recipe change on furnace.
+20254,2024-03-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.874,False,Edge collector replayed buffered events after network recovery.
+20255,2024-03-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.616,False,Condensation warning cleared after dehumidifier ramp-up.
+20256,2024-03-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.774,False,Air handler maintenance reduced humidity variance on finishing line.
+20257,2024-03-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Vibration baseline recovered after tool holder replacement.
+20258,2024-03-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.69,False,Humidity excursion near finishing booth during coating run.
+20259,2024-03-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Humidity climbed during dock-door open period in afternoon shift.
+20260,2024-03-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.349,False,Telemetry quality flag downgraded during sensor self-test window.
+20261,2024-03-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.312,False,Pressure settled back to nominal after valve reseat.
+20262,2024-03-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.128,False,Warning threshold updated for pilot predictive-maintenance model.
+20263,2024-03-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.841,False,Air handler maintenance reduced humidity variance on finishing line.
+20264,2024-03-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.09,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20265,2024-03-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.71,False,Sensor heartbeat delayed by one interval after gateway retry.
+20266,2024-03-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.59,False,Pressure settled back to nominal after valve reseat.
+20267,2024-03-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.557,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20268,2024-03-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.209,False,Sensor signal clipping observed during startup surge.
+20269,2024-03-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20270,2024-03-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.822,False,Quality hold reduced finishing booth activity for one shift.
+20271,2024-03-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Calibration check overdue by 11 days for press-line transducer.
+20272,2024-03-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.838,False,Sensor enclosure opened for manual calibration verification.
+20273,2024-03-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.713,False,Thermal ramp exceeded expected warmup curve before shift start.
+20274,2024-03-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.756,False,Quality team requested trace review for lot 24-118B.
+20275,2024-03-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Operator reset acknowledged after red-tag inspection.
+20276,2024-03-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20277,2024-03-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Vibration burst exceeds envelope during tool change cycle.
+20278,2024-03-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.962,False,Vibration baseline recovered after tool holder replacement.
+20279,2024-03-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.304,False,Calibration check overdue by 11 days for press-line transducer.
+20280,2024-03-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.865,False,Maintenance scheduler deferred calibration due to spare shortage.
+20281,2024-03-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.668,False,Temporary gateway failover completed without data loss.
+20282,2024-03-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.703,False,Hydraulic line pressure oscillation detected under load.
+20283,2024-03-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20284,2024-03-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.54,False,Humidity excursion near finishing booth during coating run.
+20285,2024-03-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Sensor battery health remains nominal after firmware update.
+20286,2024-03-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.042,False,Anomaly review flagged possible bearing wear progression.
+20287,2024-03-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.831,False,Humidity climbed during dock-door open period in afternoon shift.
+20288,2024-03-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.831,False,Humidity readings track seasonal rise across late spring.
+20289,2024-03-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.922,False,Quality team requested trace review for lot 24-118B.
+20290,2024-03-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.507,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20291,2024-03-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.836,False,Dust extraction fan offline for 18 minutes on line finishing.
+20292,2024-03-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.487,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20293,2024-03-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.682,False,Shift handoff note referenced unusual noise near press enclosure.
+20294,2024-03-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.029,False,Coolant loop adjustment reduced chamber temperature spread.
+20295,2024-03-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.23,False,Unbalanced load introduced cyclical pressure ripple.
+20296,2024-03-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.486,False,Hydraulic line pressure oscillation detected under load.
+20297,2024-03-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Press cycle dwell time lengthened during high-volume batch.
+20298,2024-03-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.556,False,Warning threshold updated for pilot predictive-maintenance model.
+20299,2024-03-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.539,False,Operator reported intermittent chatter on machine CNC-04.
+20300,2024-03-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.418,False,Short-lived packet loss observed at edge gateway gw-02.
+20301,2024-03-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.426,False,Maintenance scheduler deferred calibration due to spare shortage.
+20302,2024-03-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.111,False,Transient outlier matched forklift impact near cabinet wall.
+20303,2024-03-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.618,False,Shift handoff note referenced unusual noise near press enclosure.
+20304,2024-03-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.458,False,Condensation warning cleared after dehumidifier ramp-up.
+20305,2024-03-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Sensor signal clipping observed during startup surge.
+20306,2024-03-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.729,False,Humidity excursion near finishing booth during coating run.
+20307,2024-03-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.442,False,Temperature remained elevated during unscheduled overtime run.
+20308,2024-03-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20309,2024-03-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.168,False,Sensor heartbeat delayed by one interval after gateway retry.
+20310,2024-03-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.187,False,Thermal ramp exceeded expected warmup curve before shift start.
+20311,2024-03-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.993,False,Transient outlier matched forklift impact near cabinet wall.
+20312,2024-03-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.792,False,Edge collector replayed buffered events after network recovery.
+20313,2024-03-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.336,False,Supervisory alert generated after three consecutive threshold breaches.
+20314,2024-03-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.073,False,Coolant loop adjustment reduced chamber temperature spread.
+20315,2024-03-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.64,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20316,2024-03-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.48,False,Hydraulic line pressure oscillation detected under load.
+20317,2024-03-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.755,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20318,2024-03-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.319,False,Humidity baseline improved after seal replacement.
+20319,2024-03-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Warning threshold updated for pilot predictive-maintenance model.
+20320,2024-03-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.194,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20321,2024-03-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Warning threshold updated for pilot predictive-maintenance model.
+20322,2024-03-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.289,False,Sensor battery health remains nominal after firmware update.
+20323,2024-03-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.984,False,Hydraulic line pressure oscillation detected under load.
+20324,2024-03-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.476,False,Reliability engineer tagged sample window for model retraining.
+20325,2024-03-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Hydraulic line pressure oscillation detected under load.
+20326,2024-03-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.494,False,Quality team requested trace review for lot 24-118B.
+20327,2024-03-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.197,False,Warning threshold updated for pilot predictive-maintenance model.
+20328,2024-03-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.979,False,Press cycle dwell time lengthened during high-volume batch.
+20329,2024-03-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.44,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20330,2024-03-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.134,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20331,2024-03-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.346,False,Condensation warning cleared after dehumidifier ramp-up.
+20332,2024-03-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.144,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20333,2024-03-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Transient outlier matched forklift impact near cabinet wall.
+20334,2024-03-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.19,False,Pressure line purge completed before restart authorization.
+20335,2024-03-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.621,False,Bearing temperature rising faster than baseline on spindle cell.
+20336,2024-03-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.864,False,Press cycle dwell time lengthened during high-volume batch.
+20337,2024-03-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Vibration baseline recovered after tool holder replacement.
+20338,2024-03-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.392,False,Maintenance scheduler deferred calibration due to spare shortage.
+20339,2024-03-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.427,False,Humidity excursion near finishing booth during coating run.
+20340,2024-03-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.269,False,Quality team requested trace review for lot 24-118B.
+20341,2024-03-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.482,False,Pressure settled back to nominal after valve reseat.
+20342,2024-03-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.343,False,Pressure line purge completed before restart authorization.
+20343,2024-03-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.05,False,Sensor signal clipping observed during startup surge.
+20344,2024-03-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.197,False,Humidity climbed during dock-door open period in afternoon shift.
+20345,2024-03-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.964,False,Vibration harmonics broadened during extended production run.
+20346,2024-03-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.996,False,Vibration burst exceeds envelope during tool change cycle.
+20347,2024-03-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.818,False,Bearing temperature rising faster than baseline on spindle cell.
+20348,2024-03-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.289,False,Supervisory alert generated after three consecutive threshold breaches.
+20349,2024-03-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.113,False,Thermal ramp exceeded expected warmup curve before shift start.
+20350,2024-03-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.132,False,Quality hold reduced finishing booth activity for one shift.
+20351,2024-03-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Machine idle period extended during planned sanitation window.
+20352,2024-03-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.415,False,Humidity baseline improved after seal replacement.
+20353,2024-03-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.191,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20354,2024-03-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.343,False,Edge collector replayed buffered events after network recovery.
+20355,2024-03-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.584,False,Vibration burst exceeds envelope during tool change cycle.
+20356,2024-03-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.102,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20357,2024-03-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.249,False,Quality hold reduced finishing booth activity for one shift.
+20358,2024-03-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.612,False,Short-lived packet loss observed at edge gateway gw-02.
+20359,2024-03-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.813,False,Warning threshold updated for pilot predictive-maintenance model.
+20360,2024-03-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.034,False,Calibration check overdue by 11 days for press-line transducer.
+20361,2024-03-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Maintenance note logged for coupling imbalance inspection.
+20362,2024-03-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Telemetry quality flag downgraded during sensor self-test window.
+20363,2024-03-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,Condensation warning cleared after dehumidifier ramp-up.
+20364,2024-03-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.31,False,SCADA backfill inserted two delayed telemetry points.
+20365,2024-03-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.526,False,Humidity baseline improved after seal replacement.
+20366,2024-03-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.401,False,Temperature remained elevated during unscheduled overtime run.
+20367,2024-03-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.904,False,Temporary gateway failover completed without data loss.
+20368,2024-03-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.623,False,Thermal overshoot event coincided with recipe change on furnace.
+20369,2024-03-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Press cycle dwell time lengthened during high-volume batch.
+20370,2024-03-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.716,False,Pressure settled back to nominal after valve reseat.
+20371,2024-03-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Condensation warning cleared after dehumidifier ramp-up.
+20372,2024-03-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.093,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20373,2024-03-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.162,False,Shift handoff note referenced unusual noise near press enclosure.
+20374,2024-03-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.964,False,Anomaly review flagged possible bearing wear progression.
+20375,2024-03-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.546,False,Maintenance scheduler deferred calibration due to spare shortage.
+20376,2024-03-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.888,False,Short-lived packet loss observed at edge gateway gw-02.
+20377,2024-03-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20378,2024-03-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.008,False,Sensor enclosure opened for manual calibration verification.
+20379,2024-03-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.657,False,Quality team requested trace review for lot 24-118B.
+20380,2024-03-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.025,False,Bearing temperature rising faster than baseline on spindle cell.
+20381,2024-03-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Temperature remained elevated during unscheduled overtime run.
+20382,2024-03-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.781,False,Humidity baseline improved after seal replacement.
+20383,2024-03-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.331,False,Calibration check overdue by 11 days for press-line transducer.
+20384,2024-03-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.395,False,Air handler maintenance reduced humidity variance on finishing line.
+20385,2024-03-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20386,2024-03-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20387,2024-03-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.659,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20388,2024-03-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.106,False,Air handler maintenance reduced humidity variance on finishing line.
+20389,2024-03-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Vibration harmonics broadened during extended production run.
+20390,2024-03-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.385,False,Telemetry quality flag downgraded during sensor self-test window.
+20391,2024-03-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Sensor signal clipping observed during startup surge.
+20392,2024-03-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.801,False,Humidity climbed during dock-door open period in afternoon shift.
+20393,2024-03-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.798,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20394,2024-03-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.399,False,Humidity climbed during dock-door open period in afternoon shift.
+20395,2024-03-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.025,False,Unbalanced load introduced cyclical pressure ripple.
+20396,2024-03-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20397,2024-03-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Short-lived packet loss observed at edge gateway gw-02.
+20398,2024-03-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.449,False,Operator reported intermittent chatter on machine CNC-04.
+20399,2024-03-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.789,False,Sensor heartbeat delayed by one interval after gateway retry.
+20400,2024-03-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.154,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20401,2024-03-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Quality team requested trace review for lot 24-118B.
+20402,2024-03-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.217,False,Pressure settled back to nominal after valve reseat.
+20403,2024-03-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.686,False,Humidity climbed during dock-door open period in afternoon shift.
+20404,2024-03-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.281,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20405,2024-03-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Supervisory alert generated after three consecutive threshold breaches.
+20406,2024-03-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.61,False,Sensor battery health remains nominal after firmware update.
+20407,2024-03-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Supervisory alert generated after three consecutive threshold breaches.
+20408,2024-03-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.994,False,Humidity readings track seasonal rise across late spring.
+20409,2024-03-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.814,False,Humidity excursion near finishing booth during coating run.
+20410,2024-03-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Press cycle dwell time lengthened during high-volume batch.
+20411,2024-03-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.638,False,Reliability engineer tagged sample window for model retraining.
+20412,2024-03-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.583,False,Hydraulic line pressure oscillation detected under load.
+20413,2024-03-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,SCADA backfill inserted two delayed telemetry points.
+20414,2024-03-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.691,False,Supervisory alert generated after three consecutive threshold breaches.
+20415,2024-03-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Thermal overshoot event coincided with recipe change on furnace.
+20416,2024-03-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.271,False,Operator reported intermittent chatter on machine CNC-04.
+20417,2024-03-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.929,False,Packaging line stop reduced adjacent vibration background.
+20418,2024-03-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Pressure settled back to nominal after valve reseat.
+20419,2024-03-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Operator reported intermittent chatter on machine CNC-04.
+20420,2024-03-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.946,False,Unbalanced load introduced cyclical pressure ripple.
+20421,2024-03-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Thermal ramp exceeded expected warmup curve before shift start.
+20422,2024-03-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.837,False,Thermal overshoot event coincided with recipe change on furnace.
+20423,2024-03-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Pressure settled back to nominal after valve reseat.
+20424,2024-03-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.302,False,Vibration burst exceeds envelope during tool change cycle.
+20425,2024-03-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20426,2024-03-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.616,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20427,2024-03-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.175,False,Short-lived packet loss observed at edge gateway gw-02.
+20428,2024-03-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.343,False,Vibration burst exceeds envelope during tool change cycle.
+20429,2024-03-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20430,2024-03-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.661,False,Vibration harmonics broadened during extended production run.
+20431,2024-03-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.414,False,Humidity baseline improved after seal replacement.
+20432,2024-03-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.692,False,Warning threshold updated for pilot predictive-maintenance model.
+20433,2024-03-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Press cycle dwell time lengthened during high-volume batch.
+20434,2024-03-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.375,False,Temperature variance narrowed after coolant nozzle cleaning.
+20435,2024-03-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.77,False,Pressure peak corresponds to oversized billet batch processing.
+20436,2024-03-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.974,False,Dust extraction fan offline for 18 minutes on line finishing.
+20437,2024-03-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Vibration harmonics broadened during extended production run.
+20438,2024-03-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.761,False,Thermal overshoot event coincided with recipe change on furnace.
+20439,2024-03-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Hydraulic line pressure oscillation detected under load.
+20440,2024-03-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.285,False,Calibration check overdue by 11 days for press-line transducer.
+20441,2024-03-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Vibration burst exceeds envelope during tool change cycle.
+20442,2024-03-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.583,False,Edge collector replayed buffered events after network recovery.
+20443,2024-03-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.447,False,Humidity excursion near finishing booth during coating run.
+20444,2024-03-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.606,False,Operator reported intermittent chatter on machine CNC-04.
+20445,2024-03-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Machine throughput increase drove sustained pressure uplift.
+20446,2024-03-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.234,False,Bearing temperature rising faster than baseline on spindle cell.
+20447,2024-03-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.774,False,Machine idle period extended during planned sanitation window.
+20448,2024-03-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.263,False,Machine idle period extended during planned sanitation window.
+20449,2024-03-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.982,False,Thermal ramp exceeded expected warmup curve before shift start.
+20450,2024-03-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.305,False,Operator reported intermittent chatter on machine CNC-04.
+20451,2024-03-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Reliability engineer tagged sample window for model retraining.
+20452,2024-03-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.419,False,Operator reported intermittent chatter on machine CNC-04.
+20453,2024-03-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20454,2024-03-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.315,False,Operator reset acknowledged after red-tag inspection.
+20455,2024-03-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.118,False,Short-lived packet loss observed at edge gateway gw-02.
+20456,2024-03-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.976,False,Sensor battery health remains nominal after firmware update.
+20457,2024-03-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20458,2024-03-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.778,False,Humidity excursion near finishing booth during coating run.
+20459,2024-03-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.542,False,Anomaly review flagged possible bearing wear progression.
+20460,2024-03-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.833,False,Air handler maintenance reduced humidity variance on finishing line.
+20461,2024-03-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.73,False,Quality hold reduced finishing booth activity for one shift.
+20462,2024-03-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.63,False,Quality team requested trace review for lot 24-118B.
+20463,2024-03-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Thermal ramp exceeded expected warmup curve before shift start.
+20464,2024-03-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.684,False,Pressure peak corresponds to oversized billet batch processing.
+20465,2024-03-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Maintenance scheduler deferred calibration due to spare shortage.
+20466,2024-03-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.615,False,Pressure settled back to nominal after valve reseat.
+20467,2024-03-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.61,False,Thermal overshoot event coincided with recipe change on furnace.
+20468,2024-03-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.845,False,Operator reset acknowledged after red-tag inspection.
+20469,2024-03-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.787,False,Pressure settled back to nominal after valve reseat.
+20470,2024-03-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.897,False,Air handler maintenance reduced humidity variance on finishing line.
+20471,2024-03-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.813,False,Maintenance crew confirmed lubrication interval was missed.
+20472,2024-03-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.584,False,Hydraulic line pressure oscillation detected under load.
+20473,2024-03-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.349,False,Press cycle dwell time lengthened during high-volume batch.
+20474,2024-03-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.16,False,Edge collector replayed buffered events after network recovery.
+20475,2024-03-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.415,False,Operator reset acknowledged after red-tag inspection.
+20476,2024-03-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.181,False,Supervisory alert generated after three consecutive threshold breaches.
+20477,2024-03-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.597,False,Calibration check overdue by 11 days for press-line transducer.
+20478,2024-03-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.537,False,Air handler maintenance reduced humidity variance on finishing line.
+20479,2024-03-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.771,False,Vibration baseline recovered after tool holder replacement.
+20480,2024-03-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.48,False,Transient outlier matched forklift impact near cabinet wall.
+20481,2024-03-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Vibration burst exceeds envelope during tool change cycle.
+20482,2024-03-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.01,False,Maintenance note logged for coupling imbalance inspection.
+20483,2024-03-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.223,False,Operator reported intermittent chatter on machine CNC-04.
+20484,2024-03-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.461,False,Supervisory alert generated after three consecutive threshold breaches.
+20485,2024-03-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Vibration harmonics broadened during extended production run.
+20486,2024-03-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.156,False,Humidity climbed during dock-door open period in afternoon shift.
+20487,2024-03-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.05,False,Sensor enclosure opened for manual calibration verification.
+20488,2024-03-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.252,False,Coolant loop adjustment reduced chamber temperature spread.
+20489,2024-03-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.474,False,Bearing temperature rising faster than baseline on spindle cell.
+20490,2024-03-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.386,False,Operator reset acknowledged after red-tag inspection.
+20491,2024-03-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.444,False,Vibration burst exceeds envelope during tool change cycle.
+20492,2024-03-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.514,False,Hydraulic line pressure oscillation detected under load.
+20493,2024-03-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.196,False,Sensor signal clipping observed during startup surge.
+20494,2024-03-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.642,False,Temperature remained elevated during unscheduled overtime run.
+20495,2024-03-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Bearing temperature rising faster than baseline on spindle cell.
+20496,2024-03-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.211,False,Sensor enclosure opened for manual calibration verification.
+20497,2024-03-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.452,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20498,2024-03-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.433,False,Telemetry quality flag downgraded during sensor self-test window.
+20499,2024-03-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.029,False,Temperature remained elevated during unscheduled overtime run.
+20500,2024-03-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20501,2024-03-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.908,False,Sensor heartbeat delayed by one interval after gateway retry.
+20502,2024-03-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.175,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20503,2024-03-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.645,False,Sensor battery health remains nominal after firmware update.
+20504,2024-03-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.126,False,Pressure peak corresponds to oversized billet batch processing.
+20505,2024-03-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.325,False,Supervisory alert generated after three consecutive threshold breaches.
+20506,2024-03-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.101,False,Dust extraction fan offline for 18 minutes on line finishing.
+20507,2024-03-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,Maintenance note logged for coupling imbalance inspection.
+20508,2024-03-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20509,2024-03-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Packaging line stop reduced adjacent vibration background.
+20510,2024-03-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20511,2024-03-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.183,False,Temporary gateway failover completed without data loss.
+20512,2024-03-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.833,False,Maintenance crew confirmed lubrication interval was missed.
+20513,2024-03-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Anomaly review flagged possible bearing wear progression.
+20514,2024-03-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.882,False,Temperature variance narrowed after coolant nozzle cleaning.
+20515,2024-03-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor heartbeat delayed by one interval after gateway retry.
+20516,2024-03-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.201,False,Short-lived packet loss observed at edge gateway gw-02.
+20517,2024-03-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.5,False,Pressure settled back to nominal after valve reseat.
+20518,2024-03-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.905,False,Quality hold reduced finishing booth activity for one shift.
+20519,2024-03-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.063,False,Transient outlier matched forklift impact near cabinet wall.
+20520,2024-03-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.519,False,Bearing temperature rising faster than baseline on spindle cell.
+20521,2024-03-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.335,False,Vibration baseline recovered after tool holder replacement.
+20522,2024-03-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.631,False,Vibration burst exceeds envelope during tool change cycle.
+20523,2024-03-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.69,False,Maintenance scheduler deferred calibration due to spare shortage.
+20524,2024-03-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.508,False,Edge collector replayed buffered events after network recovery.
+20525,2024-03-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Transient outlier matched forklift impact near cabinet wall.
+20526,2024-03-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.164,False,Sensor signal clipping observed during startup surge.
+20527,2024-03-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Operator reset acknowledged after red-tag inspection.
+20528,2024-03-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.571,False,Quality team requested trace review for lot 24-118B.
+20529,2024-03-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.621,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20530,2024-03-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.696,False,Pressure line purge completed before restart authorization.
+20531,2024-03-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.194,False,Operator reported intermittent chatter on machine CNC-04.
+20532,2024-03-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.242,False,Telemetry quality flag downgraded during sensor self-test window.
+20533,2024-03-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.658,False,Transient outlier matched forklift impact near cabinet wall.
+20534,2024-03-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.697,False,Sensor signal clipping observed during startup surge.
+20535,2024-03-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.998,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20536,2024-03-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.714,False,Thermal ramp exceeded expected warmup curve before shift start.
+20537,2024-03-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.18,False,Packaging line stop reduced adjacent vibration background.
+20538,2024-03-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Vibration baseline recovered after tool holder replacement.
+20539,2024-03-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.299,False,Packaging line stop reduced adjacent vibration background.
+20540,2024-03-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.358,False,Pressure settled back to nominal after valve reseat.
+20541,2024-03-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.917,False,Warning threshold updated for pilot predictive-maintenance model.
+20542,2024-03-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.959,False,Sensor enclosure opened for manual calibration verification.
+20543,2024-03-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.78,False,Edge collector replayed buffered events after network recovery.
+20544,2024-03-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.819,False,Night shift startup produced higher than normal vibration floor.
+20545,2024-03-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.038,False,Packaging line stop reduced adjacent vibration background.
+20546,2024-03-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.737,False,Transient outlier matched forklift impact near cabinet wall.
+20547,2024-03-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Maintenance note logged for coupling imbalance inspection.
+20548,2024-03-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.19,False,Transient outlier matched forklift impact near cabinet wall.
+20549,2024-03-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.588,False,Pressure peak corresponds to oversized billet batch processing.
+20550,2024-03-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,59.279,False,Machine throughput increase drove sustained pressure uplift.
+20551,2024-03-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Quality hold reduced finishing booth activity for one shift.
+20552,2024-03-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.382,False,Pressure line purge completed before restart authorization.
+20553,2024-03-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.355,False,Machine idle period extended during planned sanitation window.
+20554,2024-03-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.746,False,Maintenance scheduler deferred calibration due to spare shortage.
+20555,2024-03-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Packaging line stop reduced adjacent vibration background.
+20556,2024-03-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.113,False,Humidity excursion near finishing booth during coating run.
+20557,2024-03-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Operator reported intermittent chatter on machine CNC-04.
+20558,2024-03-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.295,False,Temperature remained elevated during unscheduled overtime run.
+20559,2024-03-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.559,False,Maintenance note logged for coupling imbalance inspection.
+20560,2024-03-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Calibration check overdue by 11 days for press-line transducer.
+20561,2024-03-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.272,False,Sensor enclosure opened for manual calibration verification.
+20562,2024-03-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.797,False,Machine idle period extended during planned sanitation window.
+20563,2024-03-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.125,False,Sensor heartbeat delayed by one interval after gateway retry.
+20564,2024-03-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.393,False,Transient outlier matched forklift impact near cabinet wall.
+20565,2024-03-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.373,False,Sensor signal clipping observed during startup surge.
+20566,2024-03-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.853,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20567,2024-03-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.017,False,Hydraulic line pressure oscillation detected under load.
+20568,2024-03-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.402,False,Night shift startup produced higher than normal vibration floor.
+20569,2024-03-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.083,False,Condensation warning cleared after dehumidifier ramp-up.
+20570,2024-03-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.787,False,Hydraulic line pressure oscillation detected under load.
+20571,2024-03-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Sensor battery health remains nominal after firmware update.
+20572,2024-03-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.942,False,Night shift startup produced higher than normal vibration floor.
+20573,2024-03-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.277,False,Maintenance scheduler deferred calibration due to spare shortage.
+20574,2024-03-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.484,False,Condensation warning cleared after dehumidifier ramp-up.
+20575,2024-03-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.219,False,Vibration burst exceeds envelope during tool change cycle.
+20576,2024-03-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.805,False,Temperature remained elevated during unscheduled overtime run.
+20577,2024-03-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Night shift startup produced higher than normal vibration floor.
+20578,2024-03-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.353,False,Humidity excursion near finishing booth during coating run.
+20579,2024-03-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.157,False,Machine throughput increase drove sustained pressure uplift.
+20580,2024-03-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.141,False,Condensation warning cleared after dehumidifier ramp-up.
+20581,2024-03-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Humidity excursion near finishing booth during coating run.
+20582,2024-03-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.393,False,Sensor enclosure opened for manual calibration verification.
+20583,2024-03-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20584,2024-03-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.467,False,Anomaly review flagged possible bearing wear progression.
+20585,2024-03-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.472,False,Condensation warning cleared after dehumidifier ramp-up.
+20586,2024-03-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.227,False,Vibration burst exceeds envelope during tool change cycle.
+20587,2024-03-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.729,False,Air handler maintenance reduced humidity variance on finishing line.
+20588,2024-03-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.462,False,Sensor heartbeat delayed by one interval after gateway retry.
+20589,2024-03-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.526,False,Humidity baseline improved after seal replacement.
+20590,2024-03-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.449,False,Sensor heartbeat delayed by one interval after gateway retry.
+20591,2024-03-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Press cycle dwell time lengthened during high-volume batch.
+20592,2024-03-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.933,False,Night shift startup produced higher than normal vibration floor.
+20593,2024-03-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.433,False,Temperature remained elevated during unscheduled overtime run.
+20594,2024-03-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.553,False,Bearing temperature rising faster than baseline on spindle cell.
+20595,2024-03-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.961,False,Humidity readings track seasonal rise across late spring.
+20596,2024-03-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.59,False,Telemetry quality flag downgraded during sensor self-test window.
+20597,2024-03-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Pressure settled back to nominal after valve reseat.
+20598,2024-03-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.706,False,Night shift startup produced higher than normal vibration floor.
+20599,2024-03-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Sensor signal clipping observed during startup surge.
+20600,2024-03-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.288,False,Night shift startup produced higher than normal vibration floor.
+20601,2024-03-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20602,2024-03-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.992,False,Maintenance crew confirmed lubrication interval was missed.
+20603,2024-03-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.734,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20604,2024-03-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.117,False,Quality team requested trace review for lot 24-118B.
+20605,2024-03-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Transient outlier matched forklift impact near cabinet wall.
+20606,2024-03-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.976,False,Humidity readings track seasonal rise across late spring.
+20607,2024-03-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Operator reported intermittent chatter on machine CNC-04.
+20608,2024-03-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Temperature remained elevated during unscheduled overtime run.
+20609,2024-03-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20610,2024-03-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.851,False,Operator reported intermittent chatter on machine CNC-04.
+20611,2024-03-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Supervisory alert generated after three consecutive threshold breaches.
+20612,2024-03-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.874,False,Sensor signal clipping observed during startup surge.
+20613,2024-03-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.76,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20614,2024-03-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.235,False,Edge collector replayed buffered events after network recovery.
+20615,2024-03-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.05,False,Reliability engineer tagged sample window for model retraining.
+20616,2024-03-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.1,False,Bearing temperature rising faster than baseline on spindle cell.
+20617,2024-03-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.076,False,Pressure peak corresponds to oversized billet batch processing.
+20618,2024-03-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.538,False,Sensor heartbeat delayed by one interval after gateway retry.
+20619,2024-03-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.075,False,Machine throughput increase drove sustained pressure uplift.
+20620,2024-03-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.462,False,Shift handoff note referenced unusual noise near press enclosure.
+20621,2024-03-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Condensation warning cleared after dehumidifier ramp-up.
+20622,2024-03-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.499,False,Anomaly review flagged possible bearing wear progression.
+20623,2024-03-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.94,False,Warning threshold updated for pilot predictive-maintenance model.
+20624,2024-03-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.813,False,Anomaly review flagged possible bearing wear progression.
+20625,2024-03-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.767,False,Sensor enclosure opened for manual calibration verification.
+20626,2024-03-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.694,False,Bearing temperature rising faster than baseline on spindle cell.
+20627,2024-03-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.02,False,Warning threshold updated for pilot predictive-maintenance model.
+20628,2024-03-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.791,False,Coolant loop adjustment reduced chamber temperature spread.
+20629,2024-03-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Telemetry quality flag downgraded during sensor self-test window.
+20630,2024-03-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.732,False,Sensor signal clipping observed during startup surge.
+20631,2024-03-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.018,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20632,2024-03-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.628,False,Pressure settled back to nominal after valve reseat.
+20633,2024-03-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.345,False,Telemetry quality flag downgraded during sensor self-test window.
+20634,2024-03-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.491,False,Calibration check overdue by 11 days for press-line transducer.
+20635,2024-03-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20636,2024-03-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.841,False,Thermal overshoot event coincided with recipe change on furnace.
+20637,2024-03-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20638,2024-03-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.547,False,Machine idle period extended during planned sanitation window.
+20639,2024-03-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.173,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20640,2024-03-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.469,False,Humidity baseline improved after seal replacement.
+20641,2024-03-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Reliability engineer tagged sample window for model retraining.
+20642,2024-03-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,65.922,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20643,2024-03-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.028,False,Vibration harmonics broadened during extended production run.
+20644,2024-03-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.023,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20645,2024-03-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.383,False,Operator reset acknowledged after red-tag inspection.
+20646,2024-03-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.532,False,Maintenance crew confirmed lubrication interval was missed.
+20647,2024-03-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.86,False,Temperature remained elevated during unscheduled overtime run.
+20648,2024-03-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20649,2024-03-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Night shift startup produced higher than normal vibration floor.
+20650,2024-03-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.47,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20651,2024-03-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Operator reported intermittent chatter on machine CNC-04.
+20652,2024-03-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.745,False,Maintenance scheduler deferred calibration due to spare shortage.
+20653,2024-03-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.621,False,Anomaly review flagged possible bearing wear progression.
+20654,2024-03-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.09,False,Pressure settled back to nominal after valve reseat.
+20655,2024-03-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Dust extraction fan offline for 18 minutes on line finishing.
+20656,2024-03-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.332,False,Air handler maintenance reduced humidity variance on finishing line.
+20657,2024-03-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.697,False,Humidity baseline improved after seal replacement.
+20658,2024-03-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.779,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20659,2024-03-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.546,False,Sensor enclosure opened for manual calibration verification.
+20660,2024-03-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.951,False,Sensor signal clipping observed during startup surge.
+20661,2024-03-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20662,2024-03-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.261,False,Vibration harmonics broadened during extended production run.
+20663,2024-03-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.793,False,Vibration baseline recovered after tool holder replacement.
+20664,2024-03-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.014,False,Unbalanced load introduced cyclical pressure ripple.
+20665,2024-03-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.644,False,Temperature remained elevated during unscheduled overtime run.
+20666,2024-03-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.487,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20667,2024-03-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.016,False,Anomaly review flagged possible bearing wear progression.
+20668,2024-03-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.361,False,Pressure peak corresponds to oversized billet batch processing.
+20669,2024-03-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Press cycle dwell time lengthened during high-volume batch.
+20670,2024-03-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.086,False,Operator reset acknowledged after red-tag inspection.
+20671,2024-03-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Air handler maintenance reduced humidity variance on finishing line.
+20672,2024-03-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.9,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20673,2024-03-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.308,False,Vibration baseline recovered after tool holder replacement.
+20674,2024-03-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.046,False,Packaging line stop reduced adjacent vibration background.
+20675,2024-03-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Sensor battery health remains nominal after firmware update.
+20676,2024-03-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.397,False,Temperature remained elevated during unscheduled overtime run.
+20677,2024-03-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Maintenance crew confirmed lubrication interval was missed.
+20678,2024-03-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.717,False,Anomaly review flagged possible bearing wear progression.
+20679,2024-03-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.433,False,Shift handoff note referenced unusual noise near press enclosure.
+20680,2024-03-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.738,False,Machine idle period extended during planned sanitation window.
+20681,2024-03-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.217,False,Press cycle dwell time lengthened during high-volume batch.
+20682,2024-03-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.657,False,Night shift startup produced higher than normal vibration floor.
+20683,2024-03-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Air handler maintenance reduced humidity variance on finishing line.
+20684,2024-03-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.806,False,Humidity excursion near finishing booth during coating run.
+20685,2024-03-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.969,False,Packaging line stop reduced adjacent vibration background.
+20686,2024-03-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.139,False,Temperature variance narrowed after coolant nozzle cleaning.
+20687,2024-03-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.394,False,Packaging line stop reduced adjacent vibration background.
+20688,2024-03-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.52,False,Sensor enclosure opened for manual calibration verification.
+20689,2024-03-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.106,False,Humidity excursion near finishing booth during coating run.
+20690,2024-03-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.183,False,Thermal ramp exceeded expected warmup curve before shift start.
+20691,2024-03-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.58,False,Temperature remained elevated during unscheduled overtime run.
+20692,2024-03-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.139,False,Operator reset acknowledged after red-tag inspection.
+20693,2024-03-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Temporary gateway failover completed without data loss.
+20694,2024-03-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.22,False,Bearing temperature rising faster than baseline on spindle cell.
+20695,2024-03-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20696,2024-03-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.013,False,Dust extraction fan offline for 18 minutes on line finishing.
+20697,2024-03-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Vibration baseline recovered after tool holder replacement.
+20698,2024-03-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.376,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20699,2024-03-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.555,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20700,2024-03-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.724,False,SCADA backfill inserted two delayed telemetry points.
+20701,2024-03-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.266,False,Reliability engineer tagged sample window for model retraining.
+20702,2024-03-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.833,False,Sensor signal clipping observed during startup surge.
+20703,2024-03-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.029,False,Quality team requested trace review for lot 24-118B.
+20704,2024-03-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.552,False,Telemetry quality flag downgraded during sensor self-test window.
+20705,2024-03-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.732,False,Vibration harmonics broadened during extended production run.
+20706,2024-03-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.304,False,Vibration burst exceeds envelope during tool change cycle.
+20707,2024-03-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Packaging line stop reduced adjacent vibration background.
+20708,2024-03-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.902,False,Edge collector replayed buffered events after network recovery.
+20709,2024-03-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.935,False,Reliability engineer tagged sample window for model retraining.
+20710,2024-03-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.316,False,Sensor enclosure opened for manual calibration verification.
+20711,2024-03-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Telemetry quality flag downgraded during sensor self-test window.
+20712,2024-03-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.599,False,Supervisory alert generated after three consecutive threshold breaches.
+20713,2024-03-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.719,False,Pressure settled back to nominal after valve reseat.
+20714,2024-03-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20715,2024-03-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Pressure peak corresponds to oversized billet batch processing.
+20716,2024-03-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.786,False,Humidity baseline improved after seal replacement.
+20717,2024-03-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.653,False,Machine throughput increase drove sustained pressure uplift.
+20718,2024-03-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.053,False,Packaging line stop reduced adjacent vibration background.
+20719,2024-03-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.227,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20720,2024-03-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.262,False,Condensation warning cleared after dehumidifier ramp-up.
+20721,2024-03-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.742,False,Humidity baseline improved after seal replacement.
+20722,2024-03-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.716,False,Pressure settled back to nominal after valve reseat.
+20723,2024-03-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.476,False,Quality team requested trace review for lot 24-118B.
+20724,2024-03-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.912,False,Maintenance scheduler deferred calibration due to spare shortage.
+20725,2024-03-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Sensor heartbeat delayed by one interval after gateway retry.
+20726,2024-03-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.84,False,Sensor battery health remains nominal after firmware update.
+20727,2024-03-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.623,False,Humidity readings track seasonal rise across late spring.
+20728,2024-03-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.993,False,Quality team requested trace review for lot 24-118B.
+20729,2024-03-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.588,False,Quality hold reduced finishing booth activity for one shift.
+20730,2024-03-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.495,False,Maintenance crew confirmed lubrication interval was missed.
+20731,2024-03-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.959,False,Packaging line stop reduced adjacent vibration background.
+20732,2024-03-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.269,False,Maintenance scheduler deferred calibration due to spare shortage.
+20733,2024-03-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Machine throughput increase drove sustained pressure uplift.
+20734,2024-03-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.651,False,Thermal ramp exceeded expected warmup curve before shift start.
+20735,2024-03-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.549,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20736,2024-03-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.139,False,Night shift startup produced higher than normal vibration floor.
+20737,2024-03-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Vibration harmonics broadened during extended production run.
+20738,2024-03-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.639,False,Thermal ramp exceeded expected warmup curve before shift start.
+20739,2024-03-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.341,False,Unbalanced load introduced cyclical pressure ripple.
+20740,2024-03-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.394,False,Supervisory alert generated after three consecutive threshold breaches.
+20741,2024-03-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.581,False,Humidity baseline improved after seal replacement.
+20742,2024-03-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.729,False,Temperature variance narrowed after coolant nozzle cleaning.
+20743,2024-03-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20744,2024-03-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.06,False,Telemetry quality flag downgraded during sensor self-test window.
+20745,2024-03-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Humidity baseline improved after seal replacement.
+20746,2024-03-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.088,False,Humidity climbed during dock-door open period in afternoon shift.
+20747,2024-03-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Thermal overshoot event coincided with recipe change on furnace.
+20748,2024-03-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.333,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20749,2024-03-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Humidity readings track seasonal rise across late spring.
+20750,2024-03-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.302,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20751,2024-03-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.101,False,Telemetry quality flag downgraded during sensor self-test window.
+20752,2024-03-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.082,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20753,2024-03-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.862,False,Pressure peak corresponds to oversized billet batch processing.
+20754,2024-03-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.963,False,Operator reported intermittent chatter on machine CNC-04.
+20755,2024-03-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Sensor enclosure opened for manual calibration verification.
+20756,2024-03-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.182,False,Temporary gateway failover completed without data loss.
+20757,2024-03-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.316,False,Sensor signal clipping observed during startup surge.
+20758,2024-03-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.933,False,Air handler maintenance reduced humidity variance on finishing line.
+20759,2024-03-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.404,False,SCADA backfill inserted two delayed telemetry points.
+20760,2024-03-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
+20761,2024-03-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.535,False,Edge collector replayed buffered events after network recovery.
+20762,2024-03-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.793,False,Maintenance note logged for coupling imbalance inspection.
+20763,2024-03-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.74,False,Vibration baseline recovered after tool holder replacement.
+20764,2024-03-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.022,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20765,2024-03-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Vibration harmonics broadened during extended production run.
+20766,2024-03-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.625,False,Press cycle dwell time lengthened during high-volume batch.
+20767,2024-03-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Sensor signal clipping observed during startup surge.
+20768,2024-03-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.203,False,Vibration burst exceeds envelope during tool change cycle.
+20769,2024-03-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.949,False,Coolant loop adjustment reduced chamber temperature spread.
+20770,2024-03-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.432,False,Night shift startup produced higher than normal vibration floor.
+20771,2024-03-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.784,False,Sensor enclosure opened for manual calibration verification.
+20772,2024-03-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.709,False,Hydraulic line pressure oscillation detected under load.
+20773,2024-03-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.958,False,Sensor battery health remains nominal after firmware update.
+20774,2024-03-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.148,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20775,2024-03-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Temporary gateway failover completed without data loss.
+20776,2024-03-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.14,False,Sensor battery health remains nominal after firmware update.
+20777,2024-03-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.872,False,Machine throughput increase drove sustained pressure uplift.
+20778,2024-03-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.117,False,Calibration check overdue by 11 days for press-line transducer.
+20779,2024-03-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.744,False,Pressure peak corresponds to oversized billet batch processing.
+20780,2024-03-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.017,False,Thermal overshoot event coincided with recipe change on furnace.
+20781,2024-03-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.297,False,Machine idle period extended during planned sanitation window.
+20782,2024-03-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.432,False,Reliability engineer tagged sample window for model retraining.
+20783,2024-03-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.637,False,Vibration baseline recovered after tool holder replacement.
+20784,2024-03-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.22,False,Press cycle dwell time lengthened during high-volume batch.
+20785,2024-03-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.671,False,Humidity excursion near finishing booth during coating run.
+20786,2024-03-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.756,False,Coolant loop adjustment reduced chamber temperature spread.
+20787,2024-03-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Vibration harmonics broadened during extended production run.
+20788,2024-03-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.036,False,Unbalanced load introduced cyclical pressure ripple.
+20789,2024-03-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.768,False,Packaging line stop reduced adjacent vibration background.
+20790,2024-03-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.65,False,Sensor 3 drift suspected after cross-check with manual gauge.
+20791,2024-03-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.695,False,Humidity excursion near finishing booth during coating run.
+20792,2024-03-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.369,False,Transient outlier matched forklift impact near cabinet wall.
+20793,2024-03-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.27,False,Shift handoff note referenced unusual noise near press enclosure.
+20794,2024-03-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.42,False,Dust extraction fan offline for 18 minutes on line finishing.
+20795,2024-03-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Vibration baseline recovered after tool holder replacement.
+20796,2024-03-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.864,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20797,2024-03-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.51,False,Humidity readings track seasonal rise across late spring.
+20798,2024-03-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.269,False,Vibration burst exceeds envelope during tool change cycle.
+20799,2024-03-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.847,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20800,2024-03-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.036,False,Air handler maintenance reduced humidity variance on finishing line.
+20801,2024-03-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Vibration baseline recovered after tool holder replacement.
+20802,2024-03-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.058,False,Hydraulic line pressure oscillation detected under load.
+20803,2024-03-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.105,False,Quality hold reduced finishing booth activity for one shift.
+20804,2024-03-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.875,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20805,2024-03-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,SCADA backfill inserted two delayed telemetry points.
+20806,2024-03-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.4,False,Supervisory alert generated after three consecutive threshold breaches.
+20807,2024-03-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.422,False,Night shift startup produced higher than normal vibration floor.
+20808,2024-03-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.413,False,Quality hold reduced finishing booth activity for one shift.
+20809,2024-03-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.106,False,Maintenance scheduler deferred calibration due to spare shortage.
+20810,2024-03-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.42,False,Dust extraction fan offline for 18 minutes on line finishing.
+20811,2024-03-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.371,False,Maintenance crew confirmed lubrication interval was missed.
+20812,2024-03-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.059,False,Quality team requested trace review for lot 24-118B.
+20813,2024-03-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.899,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20814,2024-03-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.738,False,Transient outlier matched forklift impact near cabinet wall.
+20815,2024-03-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.219,False,Operator reported intermittent chatter on machine CNC-04.
+20816,2024-03-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.849,False,Maintenance scheduler deferred calibration due to spare shortage.
+20817,2024-03-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.152,False,Edge collector replayed buffered events after network recovery.
+20818,2024-03-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.179,False,Calibration check overdue by 11 days for press-line transducer.
+20819,2024-03-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.487,False,Vibration burst exceeds envelope during tool change cycle.
+20820,2024-03-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.914,False,Machine idle period extended during planned sanitation window.
+20821,2024-03-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Sensor signal clipping observed during startup surge.
+20822,2024-03-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.153,False,Sensor battery health remains nominal after firmware update.
+20823,2024-03-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20824,2024-03-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.846,False,Sensor signal clipping observed during startup surge.
+20825,2024-03-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20826,2024-03-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.533,False,Pressure line purge completed before restart authorization.
+20827,2024-03-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Warning threshold updated for pilot predictive-maintenance model.
+20828,2024-03-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.166,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20829,2024-03-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Vibration baseline recovered after tool holder replacement.
+20830,2024-03-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.644,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20831,2024-03-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.487,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20832,2024-03-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.494,False,Calibration check overdue by 11 days for press-line transducer.
+20833,2024-03-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Pressure peak corresponds to oversized billet batch processing.
+20834,2024-03-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.481,False,Air handler maintenance reduced humidity variance on finishing line.
+20835,2024-03-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Shift handoff note referenced unusual noise near press enclosure.
+20836,2024-03-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.378,False,SCADA backfill inserted two delayed telemetry points.
+20837,2024-03-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Pressure line purge completed before restart authorization.
+20838,2024-03-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.253,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20839,2024-03-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.643,False,Temperature variance narrowed after coolant nozzle cleaning.
+20840,2024-03-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.487,False,Sensor enclosure opened for manual calibration verification.
+20841,2024-03-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Machine throughput increase drove sustained pressure uplift.
+20842,2024-03-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.235,False,Humidity excursion near finishing booth during coating run.
+20843,2024-03-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.0,False,Bearing temperature rising faster than baseline on spindle cell.
+20844,2024-03-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.167,False,Sensor signal clipping observed during startup surge.
+20845,2024-03-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.056,False,Pressure line purge completed before restart authorization.
+20846,2024-03-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.722,False,Operator reset acknowledged after red-tag inspection.
+20847,2024-03-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Vibration harmonics broadened during extended production run.
+20848,2024-03-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.382,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20849,2024-03-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20850,2024-03-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.403,False,Transient outlier matched forklift impact near cabinet wall.
+20851,2024-03-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.06,False,Sensor battery health remains nominal after firmware update.
+20852,2024-03-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.38,False,Temporary gateway failover completed without data loss.
+20853,2024-03-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.295,False,Sensor battery health remains nominal after firmware update.
+20854,2024-03-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.947,False,Condensation warning cleared after dehumidifier ramp-up.
+20855,2024-03-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.532,False,Maintenance note logged for coupling imbalance inspection.
+20856,2024-03-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.492,False,Machine throughput increase drove sustained pressure uplift.
+20857,2024-03-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.999,False,Thermal overshoot event coincided with recipe change on furnace.
+20858,2024-03-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.507,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20859,2024-03-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.001,False,Supervisory alert generated after three consecutive threshold breaches.
+20860,2024-03-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.977,False,Press cycle dwell time lengthened during high-volume batch.
+20861,2024-03-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.504,False,Machine idle period extended during planned sanitation window.
+20862,2024-03-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.056,False,Quality team requested trace review for lot 24-118B.
+20863,2024-03-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.39,False,Bearing temperature rising faster than baseline on spindle cell.
+20864,2024-03-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.793,False,Temporary gateway failover completed without data loss.
+20865,2024-03-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.469,False,Short-lived packet loss observed at edge gateway gw-02.
+20866,2024-03-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.359,False,Dust extraction fan offline for 18 minutes on line finishing.
+20867,2024-03-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Humidity climbed during dock-door open period in afternoon shift.
+20868,2024-03-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.072,False,Transient outlier matched forklift impact near cabinet wall.
+20869,2024-03-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Dust extraction fan offline for 18 minutes on line finishing.
+20870,2024-03-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.387,False,Night shift startup produced higher than normal vibration floor.
+20871,2024-03-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.607,False,Sensor signal clipping observed during startup surge.
+20872,2024-03-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.102,False,Vibration burst exceeds envelope during tool change cycle.
+20873,2024-03-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.937,False,Supervisory alert generated after three consecutive threshold breaches.
+20874,2024-03-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.731,False,Telemetry quality flag downgraded during sensor self-test window.
+20875,2024-03-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20876,2024-03-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.503,False,Humidity baseline improved after seal replacement.
+20877,2024-03-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Reliability engineer tagged sample window for model retraining.
+20878,2024-03-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.398,False,Humidity baseline improved after seal replacement.
+20879,2024-03-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.101,False,Operator reset acknowledged after red-tag inspection.
+20880,2024-03-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.117,False,Temporary gateway failover completed without data loss.
+20881,2024-03-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.463,False,Sensor heartbeat delayed by one interval after gateway retry.
+20882,2024-03-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.314,False,Quality team requested trace review for lot 24-118B.
+20883,2024-03-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.83,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20884,2024-03-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.508,False,Press cycle dwell time lengthened during high-volume batch.
+20885,2024-03-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Pressure peak corresponds to oversized billet batch processing.
+20886,2024-03-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.178,False,Vibration harmonics broadened during extended production run.
+20887,2024-03-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.021,False,Supervisory alert generated after three consecutive threshold breaches.
+20888,2024-03-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.883,False,Night shift startup produced higher than normal vibration floor.
+20889,2024-03-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Machine throughput increase drove sustained pressure uplift.
+20890,2024-03-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.931,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20891,2024-03-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Warning threshold updated for pilot predictive-maintenance model.
+20892,2024-03-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20893,2024-03-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Operator reset acknowledged after red-tag inspection.
+20894,2024-03-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.155,False,Operator reported intermittent chatter on machine CNC-04.
+20895,2024-03-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Temperature variance narrowed after coolant nozzle cleaning.
+20896,2024-03-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.568,False,Calibration check overdue by 11 days for press-line transducer.
+20897,2024-03-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20898,2024-03-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.61,False,Air handler maintenance reduced humidity variance on finishing line.
+20899,2024-03-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.854,False,Humidity climbed during dock-door open period in afternoon shift.
+20900,2024-03-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.059,False,Humidity climbed during dock-door open period in afternoon shift.
+20901,2024-03-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20902,2024-03-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.947,False,Vibration baseline recovered after tool holder replacement.
+20903,2024-03-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Edge collector replayed buffered events after network recovery.
+20904,2024-03-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.142,False,Thermal ramp exceeded expected warmup curve before shift start.
+20905,2024-03-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.767,False,Supervisory alert generated after three consecutive threshold breaches.
+20906,2024-03-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.569,False,Machine idle period extended during planned sanitation window.
+20907,2024-03-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Vibration burst exceeds envelope during tool change cycle.
+20908,2024-03-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.085,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20909,2024-03-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Temporary gateway failover completed without data loss.
+20910,2024-03-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.66,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20911,2024-03-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Humidity baseline improved after seal replacement.
+20912,2024-03-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.244,False,Sensor signal clipping observed during startup surge.
+20913,2024-03-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Coolant loop adjustment reduced chamber temperature spread.
+20914,2024-03-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.122,False,Vibration harmonics broadened during extended production run.
+20915,2024-03-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20916,2024-03-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.506,False,Vibration burst exceeds envelope during tool change cycle.
+20917,2024-03-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20918,2024-03-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.604,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20919,2024-03-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.294,False,Warning threshold updated for pilot predictive-maintenance model.
+20920,2024-03-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.777,False,Thermal ramp exceeded expected warmup curve before shift start.
+20921,2024-03-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.977,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20922,2024-03-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.665,False,Machine throughput increase drove sustained pressure uplift.
+20923,2024-03-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.044,False,Pressure peak corresponds to oversized billet batch processing.
+20924,2024-03-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.872,False,Pressure settled back to nominal after valve reseat.
+20925,2024-03-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Sensor signal clipping observed during startup surge.
+20926,2024-03-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.077,False,Vibration burst exceeds envelope during tool change cycle.
+20927,2024-03-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20928,2024-03-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.501,False,Maintenance note logged for coupling imbalance inspection.
+20929,2024-03-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.788,False,Condensation warning cleared after dehumidifier ramp-up.
+20930,2024-03-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.417,False,Maintenance scheduler deferred calibration due to spare shortage.
+20931,2024-03-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.431,False,Thermal ramp exceeded expected warmup curve before shift start.
+20932,2024-03-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.295,False,Humidity climbed during dock-door open period in afternoon shift.
+20933,2024-03-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.114,False,Sensor enclosure opened for manual calibration verification.
+20934,2024-03-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.014,False,Reliability engineer tagged sample window for model retraining.
+20935,2024-03-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.912,False,Dust extraction fan offline for 18 minutes on line finishing.
+20936,2024-03-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.853,False,Maintenance crew confirmed lubrication interval was missed.
+20937,2024-03-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.558,False,Temperature remained elevated during unscheduled overtime run.
+20938,2024-03-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.94,False,Unbalanced load introduced cyclical pressure ripple.
+20939,2024-03-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.084,False,Calibration check overdue by 11 days for press-line transducer.
+20940,2024-03-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Thermal ramp exceeded expected warmup curve before shift start.
+20941,2024-03-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,SCADA backfill inserted two delayed telemetry points.
+20942,2024-03-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.121,False,Vibration burst exceeds envelope during tool change cycle.
+20943,2024-03-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.691,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20944,2024-03-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20945,2024-03-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Shift handoff note referenced unusual noise near press enclosure.
+20946,2024-03-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.318,False,Supervisory alert generated after three consecutive threshold breaches.
+20947,2024-03-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Edge collector replayed buffered events after network recovery.
+20948,2024-03-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.631,False,Coolant loop adjustment reduced chamber temperature spread.
+20949,2024-03-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Pressure settled back to nominal after valve reseat.
+20950,2024-03-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.935,False,Sensor signal clipping observed during startup surge.
+20951,2024-03-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.188,False,Shift handoff note referenced unusual noise near press enclosure.
+20952,2024-03-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.483,False,Maintenance crew confirmed lubrication interval was missed.
+20953,2024-03-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.881,False,Thermal ramp exceeded expected warmup curve before shift start.
+20954,2024-03-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.674,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+20955,2024-03-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Maintenance note logged for coupling imbalance inspection.
+20956,2024-03-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.754,False,Edge collector replayed buffered events after network recovery.
+20957,2024-03-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.759,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20958,2024-03-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.69,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20959,2024-03-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.914,False,Sensor enclosure opened for manual calibration verification.
+20960,2024-03-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20961,2024-03-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.371,False,Temperature variance narrowed after coolant nozzle cleaning.
+20962,2024-03-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.886,False,Compressed air fluctuation introduced pressure noise for two cycles.
+20963,2024-03-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Air handler maintenance reduced humidity variance on finishing line.
+20964,2024-03-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.441,False,Maintenance scheduler deferred calibration due to spare shortage.
+20965,2024-03-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Ambient temperature stabilized after HVAC stage-two engagement.
+20966,2024-03-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.052,False,Thermal overshoot event coincided with recipe change on furnace.
+20967,2024-03-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.302,False,Vibration burst exceeds envelope during tool change cycle.
+20968,2024-03-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.878,False,Press cycle dwell time lengthened during high-volume batch.
+20969,2024-03-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Packaging line stop reduced adjacent vibration background.
+20970,2024-03-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.346,False,Pressure line purge completed before restart authorization.
+20971,2024-03-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.883,False,Hydraulic line pressure oscillation detected under load.
+20972,2024-03-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.959,False,Condensation warning cleared after dehumidifier ramp-up.
+20973,2024-03-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.891,False,Calibration check overdue by 11 days for press-line transducer.
+20974,2024-03-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.929,False,Telemetry quality flag downgraded during sensor self-test window.
+20975,2024-03-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.92,False,Bearing temperature rising faster than baseline on spindle cell.
+20976,2024-03-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.978,False,Quality hold reduced finishing booth activity for one shift.
+20977,2024-03-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.51,False,Bearing temperature rising faster than baseline on spindle cell.
+20978,2024-03-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.376,False,Sensor heartbeat delayed by one interval after gateway retry.
+20979,2024-03-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Telemetry quality flag downgraded during sensor self-test window.
+20980,2024-03-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.32,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+20981,2024-03-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.337,False,Vibration burst exceeds envelope during tool change cycle.
+20982,2024-03-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.023,False,Packaging line stop reduced adjacent vibration background.
+20983,2024-03-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.298,False,Warning threshold updated for pilot predictive-maintenance model.
+20984,2024-03-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.774,False,Machine idle period extended during planned sanitation window.
+20985,2024-03-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Calibration check overdue by 11 days for press-line transducer.
+20986,2024-03-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.938,False,Vibration burst exceeds envelope during tool change cycle.
+20987,2024-03-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.889,False,Sensor enclosure opened for manual calibration verification.
+20988,2024-03-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.568,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+20989,2024-03-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,SCADA backfill inserted two delayed telemetry points.
+20990,2024-03-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.981,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20991,2024-03-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.745,False,Heat-treat furnace door cycling increased localized temperature spikes.
+20992,2024-03-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.511,False,Humidity baseline improved after seal replacement.
+20993,2024-03-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Short-lived packet loss observed at edge gateway gw-02.
+20994,2024-03-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.931,False,Shift handoff note referenced unusual noise near press enclosure.
+20995,2024-03-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Warning threshold updated for pilot predictive-maintenance model.
+20996,2024-03-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.086,False,Coolant loop adjustment reduced chamber temperature spread.
+20997,2024-03-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.751,False,Operator reported intermittent chatter on machine CNC-04.
+20998,2024-03-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.357,False,Hydraulic line pressure oscillation detected under load.
+20999,2024-03-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.222,False,Vibration burst exceeds envelope during tool change cycle.
+21000,2024-03-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.36,False,Unbalanced load introduced cyclical pressure ripple.
+21001,2024-03-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Vibration burst exceeds envelope during tool change cycle.
+21002,2024-03-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Pressure line purge completed before restart authorization.
+21003,2024-03-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.377,False,Temperature variance narrowed after coolant nozzle cleaning.
+21004,2024-03-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.075,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21005,2024-03-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.924,False,Short-lived packet loss observed at edge gateway gw-02.
+21006,2024-03-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.47,False,Warning threshold updated for pilot predictive-maintenance model.
+21007,2024-03-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.61,False,Bearing temperature rising faster than baseline on spindle cell.
+21008,2024-03-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.655,False,Warning threshold updated for pilot predictive-maintenance model.
+21009,2024-03-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Maintenance scheduler deferred calibration due to spare shortage.
+21010,2024-03-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.653,False,Air handler maintenance reduced humidity variance on finishing line.
+21011,2024-03-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.848,False,Bearing temperature rising faster than baseline on spindle cell.
+21012,2024-03-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.62,False,Bearing temperature rising faster than baseline on spindle cell.
+21013,2024-03-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21014,2024-03-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.758,False,Pressure settled back to nominal after valve reseat.
+21015,2024-03-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.623,False,Vibration burst exceeds envelope during tool change cycle.
+21016,2024-03-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.084,False,Edge collector replayed buffered events after network recovery.
+21017,2024-03-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21018,2024-03-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.213,False,Humidity excursion near finishing booth during coating run.
+21019,2024-03-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Short-lived packet loss observed at edge gateway gw-02.
+21020,2024-03-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.811,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21021,2024-03-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Telemetry quality flag downgraded during sensor self-test window.
+21022,2024-03-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.911,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21023,2024-03-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.311,False,Vibration harmonics broadened during extended production run.
+21024,2024-03-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.315,False,Machine idle period extended during planned sanitation window.
+21025,2024-03-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.168,False,Temporary gateway failover completed without data loss.
+21026,2024-03-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.452,False,Warning threshold updated for pilot predictive-maintenance model.
+21027,2024-03-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Temperature variance narrowed after coolant nozzle cleaning.
+21028,2024-03-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.162,False,Humidity readings track seasonal rise across late spring.
+21029,2024-03-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.365,False,Quality hold reduced finishing booth activity for one shift.
+21030,2024-03-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.496,False,Hydraulic line pressure oscillation detected under load.
+21031,2024-03-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.186,False,Maintenance note logged for coupling imbalance inspection.
+21032,2024-03-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.056,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21033,2024-03-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.75,False,Quality hold reduced finishing booth activity for one shift.
+21034,2024-03-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.319,False,Maintenance scheduler deferred calibration due to spare shortage.
+21035,2024-03-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.418,False,Temperature remained elevated during unscheduled overtime run.
+21036,2024-03-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.874,False,Vibration burst exceeds envelope during tool change cycle.
+21037,2024-03-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Sensor signal clipping observed during startup surge.
+21038,2024-03-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.266,False,Press cycle dwell time lengthened during high-volume batch.
+21039,2024-03-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Air handler maintenance reduced humidity variance on finishing line.
+21040,2024-03-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Telemetry quality flag downgraded during sensor self-test window.
+21041,2024-03-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.015,False,Unbalanced load introduced cyclical pressure ripple.
+21042,2024-03-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.869,False,Vibration baseline recovered after tool holder replacement.
+21043,2024-03-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.23,False,Machine throughput increase drove sustained pressure uplift.
+21044,2024-03-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.135,False,Maintenance note logged for coupling imbalance inspection.
+21045,2024-03-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Sensor signal clipping observed during startup surge.
+21046,2024-03-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.327,False,Sensor heartbeat delayed by one interval after gateway retry.
+21047,2024-03-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Packaging line stop reduced adjacent vibration background.
+21048,2024-03-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.414,False,Bearing temperature rising faster than baseline on spindle cell.
+21049,2024-03-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.031,False,Transient outlier matched forklift impact near cabinet wall.
+21050,2024-03-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.848,False,Press cycle dwell time lengthened during high-volume batch.
+21051,2024-03-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.227,False,Operator reported intermittent chatter on machine CNC-04.
+21052,2024-03-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.012,False,Packaging line stop reduced adjacent vibration background.
+21053,2024-03-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Night shift startup produced higher than normal vibration floor.
+21054,2024-03-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.836,False,Sensor signal clipping observed during startup surge.
+21055,2024-03-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.159,False,Telemetry quality flag downgraded during sensor self-test window.
+21056,2024-03-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.261,False,Thermal ramp exceeded expected warmup curve before shift start.
+21057,2024-03-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Shift handoff note referenced unusual noise near press enclosure.
+21058,2024-03-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.302,False,Sensor heartbeat delayed by one interval after gateway retry.
+21059,2024-03-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21060,2024-03-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.282,False,Condensation warning cleared after dehumidifier ramp-up.
+21061,2024-03-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.105,False,SCADA backfill inserted two delayed telemetry points.
+21062,2024-03-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.981,False,Maintenance crew confirmed lubrication interval was missed.
+21063,2024-03-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Edge collector replayed buffered events after network recovery.
+21064,2024-03-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.062,False,Humidity excursion near finishing booth during coating run.
+21065,2024-03-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Sensor signal clipping observed during startup surge.
+21066,2024-03-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.021,False,Operator reported intermittent chatter on machine CNC-04.
+21067,2024-03-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.746,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21068,2024-03-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.038,False,Machine throughput increase drove sustained pressure uplift.
+21069,2024-03-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.428,False,Coolant loop adjustment reduced chamber temperature spread.
+21070,2024-03-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.357,False,Humidity excursion near finishing booth during coating run.
+21071,2024-03-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.221,False,Maintenance scheduler deferred calibration due to spare shortage.
+21072,2024-03-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.577,False,Maintenance crew confirmed lubrication interval was missed.
+21073,2024-03-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.466,False,Humidity excursion near finishing booth during coating run.
+21074,2024-03-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.499,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21075,2024-03-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.61,False,Machine throughput increase drove sustained pressure uplift.
+21076,2024-03-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.545,False,SCADA backfill inserted two delayed telemetry points.
+21077,2024-03-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.906,False,Machine throughput increase drove sustained pressure uplift.
+21078,2024-03-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.951,False,Pressure line purge completed before restart authorization.
+21079,2024-03-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.63,False,Shift handoff note referenced unusual noise near press enclosure.
+21080,2024-03-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.321,False,Operator reported intermittent chatter on machine CNC-04.
+21081,2024-03-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21082,2024-03-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.748,False,Hydraulic line pressure oscillation detected under load.
+21083,2024-03-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Maintenance note logged for coupling imbalance inspection.
+21084,2024-03-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.303,False,Sensor signal clipping observed during startup surge.
+21085,2024-03-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Pressure peak corresponds to oversized billet batch processing.
+21086,2024-03-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.041,False,Quality hold reduced finishing booth activity for one shift.
+21087,2024-03-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Edge collector replayed buffered events after network recovery.
+21088,2024-03-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.718,False,Machine throughput increase drove sustained pressure uplift.
+21089,2024-03-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.099,False,Humidity readings track seasonal rise across late spring.
+21090,2024-03-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.707,False,Vibration burst exceeds envelope during tool change cycle.
+21091,2024-03-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.114,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21092,2024-03-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.259,False,Bearing temperature rising faster than baseline on spindle cell.
+21093,2024-03-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21094,2024-03-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.675,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21095,2024-03-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.862,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21096,2024-03-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.109,False,Temperature variance narrowed after coolant nozzle cleaning.
+21097,2024-03-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.425,False,Vibration burst exceeds envelope during tool change cycle.
+21098,2024-03-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.535,False,Pressure settled back to nominal after valve reseat.
+21099,2024-03-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.998,False,Humidity readings track seasonal rise across late spring.
+21100,2024-03-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.865,False,Sensor heartbeat delayed by one interval after gateway retry.
+21101,2024-03-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.53,False,Telemetry quality flag downgraded during sensor self-test window.
+21102,2024-03-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.782,False,Humidity climbed during dock-door open period in afternoon shift.
+21103,2024-03-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.737,False,Humidity baseline improved after seal replacement.
+21104,2024-03-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.767,False,Shift handoff note referenced unusual noise near press enclosure.
+21105,2024-03-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Unbalanced load introduced cyclical pressure ripple.
+21106,2024-03-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.764,False,Coolant loop adjustment reduced chamber temperature spread.
+21107,2024-03-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.379,False,Pressure line purge completed before restart authorization.
+21108,2024-03-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.043,False,Coolant loop adjustment reduced chamber temperature spread.
+21109,2024-03-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Humidity baseline improved after seal replacement.
+21110,2024-03-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.439,False,Shift handoff note referenced unusual noise near press enclosure.
+21111,2024-03-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.647,False,Quality team requested trace review for lot 24-118B.
+21112,2024-03-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.218,False,Anomaly review flagged possible bearing wear progression.
+21113,2024-03-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.951,False,Vibration harmonics broadened during extended production run.
+21114,2024-03-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.953,False,Vibration burst exceeds envelope during tool change cycle.
+21115,2024-03-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.781,False,Machine idle period extended during planned sanitation window.
+21116,2024-03-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.321,False,Sensor signal clipping observed during startup surge.
+21117,2024-03-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.781,False,Vibration harmonics broadened during extended production run.
+21118,2024-03-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.656,False,Calibration check overdue by 11 days for press-line transducer.
+21119,2024-03-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Dust extraction fan offline for 18 minutes on line finishing.
+21120,2024-03-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21121,2024-03-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.057,False,Operator reset acknowledged after red-tag inspection.
+21122,2024-03-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.719,False,Pressure line purge completed before restart authorization.
+21123,2024-03-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.32,False,Maintenance scheduler deferred calibration due to spare shortage.
+21124,2024-03-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.249,False,Sensor signal clipping observed during startup surge.
+21125,2024-03-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.253,False,Reliability engineer tagged sample window for model retraining.
+21126,2024-03-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.893,False,Reliability engineer tagged sample window for model retraining.
+21127,2024-03-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Press cycle dwell time lengthened during high-volume batch.
+21128,2024-03-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.877,False,Condensation warning cleared after dehumidifier ramp-up.
+21129,2024-03-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Dust extraction fan offline for 18 minutes on line finishing.
+21130,2024-03-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.01,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21131,2024-03-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.82,False,Calibration check overdue by 11 days for press-line transducer.
+21132,2024-03-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.718,False,Thermal ramp exceeded expected warmup curve before shift start.
+21133,2024-03-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.043,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21134,2024-03-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.559,False,Pressure settled back to nominal after valve reseat.
+21135,2024-03-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.339,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21136,2024-03-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.793,False,Vibration burst exceeds envelope during tool change cycle.
+21137,2024-03-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.124,False,Coolant loop adjustment reduced chamber temperature spread.
+21138,2024-03-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.617,False,Telemetry quality flag downgraded during sensor self-test window.
+21139,2024-03-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.871,False,Air handler maintenance reduced humidity variance on finishing line.
+21140,2024-03-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.606,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21141,2024-03-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Short-lived packet loss observed at edge gateway gw-02.
+21142,2024-03-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.515,False,Machine throughput increase drove sustained pressure uplift.
+21143,2024-03-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.002,False,Anomaly review flagged possible bearing wear progression.
+21144,2024-03-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.438,False,Pressure line purge completed before restart authorization.
+21145,2024-03-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.603,False,Vibration baseline recovered after tool holder replacement.
+21146,2024-03-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.265,False,Humidity readings track seasonal rise across late spring.
+21147,2024-03-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.352,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21148,2024-03-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.552,False,Pressure peak corresponds to oversized billet batch processing.
+21149,2024-03-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.808,False,Temperature variance narrowed after coolant nozzle cleaning.
+21150,2024-03-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.952,False,Temporary gateway failover completed without data loss.
+21151,2024-03-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.761,False,Pressure line purge completed before restart authorization.
+21152,2024-03-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.067,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21153,2024-03-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Maintenance note logged for coupling imbalance inspection.
+21154,2024-03-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.021,False,Calibration check overdue by 11 days for press-line transducer.
+21155,2024-03-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Edge collector replayed buffered events after network recovery.
+21156,2024-03-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Humidity excursion near finishing booth during coating run.
+21157,2024-03-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Telemetry quality flag downgraded during sensor self-test window.
+21158,2024-03-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.115,False,Temporary gateway failover completed without data loss.
+21159,2024-03-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.667,False,Quality team requested trace review for lot 24-118B.
+21160,2024-03-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.526,False,Quality team requested trace review for lot 24-118B.
+21161,2024-03-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.935,False,Hydraulic line pressure oscillation detected under load.
+21162,2024-03-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.141,False,Dust extraction fan offline for 18 minutes on line finishing.
+21163,2024-03-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Unbalanced load introduced cyclical pressure ripple.
+21164,2024-03-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.909,False,Sensor signal clipping observed during startup surge.
+21165,2024-03-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.732,False,Temporary gateway failover completed without data loss.
+21166,2024-03-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.5,False,Operator reported intermittent chatter on machine CNC-04.
+21167,2024-03-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.775,False,Packaging line stop reduced adjacent vibration background.
+21168,2024-03-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21169,2024-03-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Humidity climbed during dock-door open period in afternoon shift.
+21170,2024-03-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.104,False,Thermal ramp exceeded expected warmup curve before shift start.
+21171,2024-03-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.772,False,SCADA backfill inserted two delayed telemetry points.
+21172,2024-03-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.024,False,Sensor signal clipping observed during startup surge.
+21173,2024-03-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.172,False,Unbalanced load introduced cyclical pressure ripple.
+21174,2024-03-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.268,False,Humidity readings track seasonal rise across late spring.
+21175,2024-03-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.657,False,Night shift startup produced higher than normal vibration floor.
+21176,2024-03-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.178,False,Maintenance note logged for coupling imbalance inspection.
+21177,2024-03-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.915,False,Temperature remained elevated during unscheduled overtime run.
+21178,2024-03-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.904,False,Pressure settled back to nominal after valve reseat.
+21179,2024-03-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.174,False,Bearing temperature rising faster than baseline on spindle cell.
+21180,2024-03-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.17,False,Humidity excursion near finishing booth during coating run.
+21181,2024-03-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Humidity excursion near finishing booth during coating run.
+21182,2024-03-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.985,False,Pressure settled back to nominal after valve reseat.
+21183,2024-03-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.991,False,Machine throughput increase drove sustained pressure uplift.
+21184,2024-03-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.496,False,Quality hold reduced finishing booth activity for one shift.
+21185,2024-03-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.431,False,Vibration harmonics broadened during extended production run.
+21186,2024-03-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.266,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21187,2024-03-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.138,False,Temperature variance narrowed after coolant nozzle cleaning.
+21188,2024-03-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.701,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21189,2024-03-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21190,2024-03-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.377,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21191,2024-03-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.996,False,Condensation warning cleared after dehumidifier ramp-up.
+21192,2024-03-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.071,False,SCADA backfill inserted two delayed telemetry points.
+21193,2024-03-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.101,False,Supervisory alert generated after three consecutive threshold breaches.
+21194,2024-03-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.826,False,Air handler maintenance reduced humidity variance on finishing line.
+21195,2024-03-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.39,False,Operator reported intermittent chatter on machine CNC-04.
+21196,2024-03-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.156,False,Humidity readings track seasonal rise across late spring.
+21197,2024-03-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.234,False,Unbalanced load introduced cyclical pressure ripple.
+21198,2024-03-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.386,False,Temperature variance narrowed after coolant nozzle cleaning.
+21199,2024-03-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Telemetry quality flag downgraded during sensor self-test window.
+21200,2024-03-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.26,False,Night shift startup produced higher than normal vibration floor.
+21201,2024-03-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Maintenance crew confirmed lubrication interval was missed.
+21202,2024-03-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.174,False,Operator reported intermittent chatter on machine CNC-04.
+21203,2024-03-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.067,False,Thermal overshoot event coincided with recipe change on furnace.
+21204,2024-03-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.672,False,Sensor signal clipping observed during startup surge.
+21205,2024-03-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.118,False,Press cycle dwell time lengthened during high-volume batch.
+21206,2024-03-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.564,False,Dust extraction fan offline for 18 minutes on line finishing.
+21207,2024-03-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.653,False,Packaging line stop reduced adjacent vibration background.
+21208,2024-03-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.795,False,Temperature variance narrowed after coolant nozzle cleaning.
+21209,2024-03-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Edge collector replayed buffered events after network recovery.
+21210,2024-03-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.188,False,Operator reset acknowledged after red-tag inspection.
+21211,2024-03-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.146,False,Reliability engineer tagged sample window for model retraining.
+21212,2024-03-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.907,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21213,2024-03-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.6,False,Quality team requested trace review for lot 24-118B.
+21214,2024-03-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.187,False,Anomaly review flagged possible bearing wear progression.
+21215,2024-03-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.825,False,Transient outlier matched forklift impact near cabinet wall.
+21216,2024-03-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.925,False,Coolant loop adjustment reduced chamber temperature spread.
+21217,2024-03-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Humidity excursion near finishing booth during coating run.
+21218,2024-03-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.571,False,Thermal overshoot event coincided with recipe change on furnace.
+21219,2024-03-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21220,2024-03-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.14,False,Sensor enclosure opened for manual calibration verification.
+21221,2024-03-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Reliability engineer tagged sample window for model retraining.
+21222,2024-03-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.852,False,Reliability engineer tagged sample window for model retraining.
+21223,2024-03-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.561,False,Temperature remained elevated during unscheduled overtime run.
+21224,2024-03-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.183,False,Sensor heartbeat delayed by one interval after gateway retry.
+21225,2024-03-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.431,False,Supervisory alert generated after three consecutive threshold breaches.
+21226,2024-03-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.669,False,Transient outlier matched forklift impact near cabinet wall.
+21227,2024-03-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.811,False,Temperature variance narrowed after coolant nozzle cleaning.
+21228,2024-03-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.134,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21229,2024-03-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Pressure line purge completed before restart authorization.
+21230,2024-03-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.955,False,Hydraulic line pressure oscillation detected under load.
+21231,2024-03-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.848,False,Packaging line stop reduced adjacent vibration background.
+21232,2024-03-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.424,False,Thermal ramp exceeded expected warmup curve before shift start.
+21233,2024-03-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Temporary gateway failover completed without data loss.
+21234,2024-03-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.913,False,Humidity climbed during dock-door open period in afternoon shift.
+21235,2024-03-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.399,False,Humidity climbed during dock-door open period in afternoon shift.
+21236,2024-03-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.036,False,Dust extraction fan offline for 18 minutes on line finishing.
+21237,2024-03-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.38,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21238,2024-03-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.403,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21239,2024-03-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Machine throughput increase drove sustained pressure uplift.
+21240,2024-03-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.399,False,Night shift startup produced higher than normal vibration floor.
+21241,2024-03-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Humidity baseline improved after seal replacement.
+21242,2024-03-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.909,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21243,2024-03-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.658,False,Reliability engineer tagged sample window for model retraining.
+21244,2024-03-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.426,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21245,2024-03-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Temperature variance narrowed after coolant nozzle cleaning.
+21246,2024-03-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.701,False,Machine idle period extended during planned sanitation window.
+21247,2024-03-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.514,False,Temperature remained elevated during unscheduled overtime run.
+21248,2024-03-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.069,False,Quality hold reduced finishing booth activity for one shift.
+21249,2024-03-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Warning threshold updated for pilot predictive-maintenance model.
+21250,2024-03-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.07,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21251,2024-03-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.004,False,Operator reset acknowledged after red-tag inspection.
+21252,2024-03-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.384,False,Maintenance scheduler deferred calibration due to spare shortage.
+21253,2024-03-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.918,False,Thermal overshoot event coincided with recipe change on furnace.
+21254,2024-03-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.532,False,Humidity readings track seasonal rise across late spring.
+21255,2024-03-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.489,False,Dust extraction fan offline for 18 minutes on line finishing.
+21256,2024-03-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.868,False,Telemetry quality flag downgraded during sensor self-test window.
+21257,2024-03-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.158,False,Thermal ramp exceeded expected warmup curve before shift start.
+21258,2024-03-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.536,False,Unbalanced load introduced cyclical pressure ripple.
+21259,2024-03-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Pressure settled back to nominal after valve reseat.
+21260,2024-03-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.433,False,Quality hold reduced finishing booth activity for one shift.
+21261,2024-03-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Air handler maintenance reduced humidity variance on finishing line.
+21262,2024-03-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.131,False,Operator reset acknowledged after red-tag inspection.
+21263,2024-03-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.48,False,Warning threshold updated for pilot predictive-maintenance model.
+21264,2024-03-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.62,False,Sensor battery health remains nominal after firmware update.
+21265,2024-03-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Hydraulic line pressure oscillation detected under load.
+21266,2024-03-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.205,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21267,2024-03-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.4,False,Packaging line stop reduced adjacent vibration background.
+21268,2024-03-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.775,False,Temperature variance narrowed after coolant nozzle cleaning.
+21269,2024-03-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.498,False,Operator reported intermittent chatter on machine CNC-04.
+21270,2024-03-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.432,False,Operator reported intermittent chatter on machine CNC-04.
+21271,2024-03-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.672,False,SCADA backfill inserted two delayed telemetry points.
+21272,2024-03-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.466,False,Anomaly review flagged possible bearing wear progression.
+21273,2024-03-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.996,False,Quality team requested trace review for lot 24-118B.
+21274,2024-03-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.624,False,Dust extraction fan offline for 18 minutes on line finishing.
+21275,2024-03-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.439,False,Humidity baseline improved after seal replacement.
+21276,2024-03-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.161,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21277,2024-03-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Dust extraction fan offline for 18 minutes on line finishing.
+21278,2024-03-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.832,False,Humidity readings track seasonal rise across late spring.
+21279,2024-03-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.288,False,Operator reported intermittent chatter on machine CNC-04.
+21280,2024-03-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.816,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21281,2024-03-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.137,False,Telemetry quality flag downgraded during sensor self-test window.
+21282,2024-03-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.487,False,Anomaly review flagged possible bearing wear progression.
+21283,2024-03-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.967,False,Vibration baseline recovered after tool holder replacement.
+21284,2024-03-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.775,False,Reliability engineer tagged sample window for model retraining.
+21285,2024-03-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21286,2024-03-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.994,False,Sensor heartbeat delayed by one interval after gateway retry.
+21287,2024-03-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.165,False,Anomaly review flagged possible bearing wear progression.
+21288,2024-03-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.606,False,Maintenance scheduler deferred calibration due to spare shortage.
+21289,2024-03-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Sensor signal clipping observed during startup surge.
+21290,2024-03-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.784,False,Sensor heartbeat delayed by one interval after gateway retry.
+21291,2024-03-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Machine idle period extended during planned sanitation window.
+21292,2024-03-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.832,False,Edge collector replayed buffered events after network recovery.
+21293,2024-03-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.502,False,Press cycle dwell time lengthened during high-volume batch.
+21294,2024-03-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.069,False,Sensor battery health remains nominal after firmware update.
+21295,2024-03-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.264,False,Operator reported intermittent chatter on machine CNC-04.
+21296,2024-03-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.99,False,Quality team requested trace review for lot 24-118B.
+21297,2024-03-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.563,False,Operator reset acknowledged after red-tag inspection.
+21298,2024-03-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.195,False,Temperature remained elevated during unscheduled overtime run.
+21299,2024-03-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.746,False,Temperature variance narrowed after coolant nozzle cleaning.
+21300,2024-03-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.157,False,Humidity excursion near finishing booth during coating run.
+21301,2024-03-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Thermal overshoot event coincided with recipe change on furnace.
+21302,2024-03-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.238,False,Air handler maintenance reduced humidity variance on finishing line.
+21303,2024-03-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Humidity baseline improved after seal replacement.
+21304,2024-03-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,54.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21305,2024-03-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Hydraulic line pressure oscillation detected under load.
+21306,2024-03-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.747,False,Transient outlier matched forklift impact near cabinet wall.
+21307,2024-03-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Supervisory alert generated after three consecutive threshold breaches.
+21308,2024-03-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.146,False,Humidity readings track seasonal rise across late spring.
+21309,2024-03-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.854,False,Shift handoff note referenced unusual noise near press enclosure.
+21310,2024-03-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.409,False,Shift handoff note referenced unusual noise near press enclosure.
+21311,2024-03-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.606,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21312,2024-03-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.492,False,Operator reset acknowledged after red-tag inspection.
+21313,2024-03-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.491,False,Pressure peak corresponds to oversized billet batch processing.
+21314,2024-03-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.784,False,Temperature variance narrowed after coolant nozzle cleaning.
+21315,2024-03-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.872,False,Calibration check overdue by 11 days for press-line transducer.
+21316,2024-03-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.267,False,Short-lived packet loss observed at edge gateway gw-02.
+21317,2024-03-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.212,False,Bearing temperature rising faster than baseline on spindle cell.
+21318,2024-03-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.21,False,Pressure line purge completed before restart authorization.
+21319,2024-03-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.495,False,Supervisory alert generated after three consecutive threshold breaches.
+21320,2024-03-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.087,False,Thermal ramp exceeded expected warmup curve before shift start.
+21321,2024-03-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.965,False,Shift handoff note referenced unusual noise near press enclosure.
+21322,2024-03-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.274,False,Pressure settled back to nominal after valve reseat.
+21323,2024-03-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Pressure settled back to nominal after valve reseat.
+21324,2024-03-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.92,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21325,2024-03-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.438,False,Thermal ramp exceeded expected warmup curve before shift start.
+21326,2024-03-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.182,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21327,2024-03-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Humidity climbed during dock-door open period in afternoon shift.
+21328,2024-03-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.367,False,Unbalanced load introduced cyclical pressure ripple.
+21329,2024-03-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.848,False,Machine idle period extended during planned sanitation window.
+21330,2024-03-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.216,False,Transient outlier matched forklift impact near cabinet wall.
+21331,2024-03-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Pressure peak corresponds to oversized billet batch processing.
+21332,2024-03-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.442,False,Pressure peak corresponds to oversized billet batch processing.
+21333,2024-03-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.418,False,Condensation warning cleared after dehumidifier ramp-up.
+21334,2024-03-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.243,False,SCADA backfill inserted two delayed telemetry points.
+21335,2024-03-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.44,False,Quality team requested trace review for lot 24-118B.
+21336,2024-03-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.122,False,Calibration check overdue by 11 days for press-line transducer.
+21337,2024-03-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.996,False,Shift handoff note referenced unusual noise near press enclosure.
+21338,2024-03-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Warning threshold updated for pilot predictive-maintenance model.
+21339,2024-03-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21340,2024-03-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.824,False,Night shift startup produced higher than normal vibration floor.
+21341,2024-03-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.707,False,Operator reset acknowledged after red-tag inspection.
+21342,2024-03-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.966,False,Condensation warning cleared after dehumidifier ramp-up.
+21343,2024-03-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.158,False,SCADA backfill inserted two delayed telemetry points.
+21344,2024-03-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.147,False,Temperature remained elevated during unscheduled overtime run.
+21345,2024-03-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Thermal ramp exceeded expected warmup curve before shift start.
+21346,2024-03-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Sensor signal clipping observed during startup surge.
+21347,2024-03-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.871,False,Sensor signal clipping observed during startup surge.
+21348,2024-03-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.325,False,Sensor battery health remains nominal after firmware update.
+21349,2024-03-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Temperature variance narrowed after coolant nozzle cleaning.
+21350,2024-03-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.607,False,Pressure line purge completed before restart authorization.
+21351,2024-03-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Temperature remained elevated during unscheduled overtime run.
+21352,2024-03-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.616,False,Coolant loop adjustment reduced chamber temperature spread.
+21353,2024-03-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.499,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21354,2024-03-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.93,False,SCADA backfill inserted two delayed telemetry points.
+21355,2024-03-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.881,False,Vibration burst exceeds envelope during tool change cycle.
+21356,2024-03-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.156,False,Short-lived packet loss observed at edge gateway gw-02.
+21357,2024-03-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Humidity baseline improved after seal replacement.
+21358,2024-03-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.022,False,Machine throughput increase drove sustained pressure uplift.
+21359,2024-03-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.509,False,Humidity climbed during dock-door open period in afternoon shift.
+21360,2024-03-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.286,False,Quality team requested trace review for lot 24-118B.
+21361,2024-03-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.058,False,Sensor heartbeat delayed by one interval after gateway retry.
+21362,2024-03-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.808,False,Pressure settled back to nominal after valve reseat.
+21363,2024-03-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.613,False,Temporary gateway failover completed without data loss.
+21364,2024-03-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.59,False,Short-lived packet loss observed at edge gateway gw-02.
+21365,2024-03-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.815,False,Humidity readings track seasonal rise across late spring.
+21366,2024-03-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.967,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21367,2024-03-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.523,False,Shift handoff note referenced unusual noise near press enclosure.
+21368,2024-03-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.228,False,Temperature variance narrowed after coolant nozzle cleaning.
+21369,2024-03-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Air handler maintenance reduced humidity variance on finishing line.
+21370,2024-03-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.095,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21371,2024-03-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Sensor heartbeat delayed by one interval after gateway retry.
+21372,2024-03-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.847,False,Packaging line stop reduced adjacent vibration background.
+21373,2024-03-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.477,False,Maintenance note logged for coupling imbalance inspection.
+21374,2024-03-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.453,False,Humidity excursion near finishing booth during coating run.
+21375,2024-03-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.264,False,Maintenance note logged for coupling imbalance inspection.
+21376,2024-03-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.687,False,Hydraulic line pressure oscillation detected under load.
+21377,2024-03-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.951,False,Reliability engineer tagged sample window for model retraining.
+21378,2024-03-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.881,False,Quality team requested trace review for lot 24-118B.
+21379,2024-03-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.698,False,Machine idle period extended during planned sanitation window.
+21380,2024-03-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.071,False,Quality team requested trace review for lot 24-118B.
+21381,2024-03-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.046,False,SCADA backfill inserted two delayed telemetry points.
+21382,2024-03-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.29,False,Warning threshold updated for pilot predictive-maintenance model.
+21383,2024-03-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Maintenance scheduler deferred calibration due to spare shortage.
+21384,2024-03-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.469,False,Coolant loop adjustment reduced chamber temperature spread.
+21385,2024-03-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.479,False,Humidity climbed during dock-door open period in afternoon shift.
+21386,2024-03-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.591,False,Sensor enclosure opened for manual calibration verification.
+21387,2024-03-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Bearing temperature rising faster than baseline on spindle cell.
+21388,2024-03-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.124,False,Air handler maintenance reduced humidity variance on finishing line.
+21389,2024-03-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.119,False,Unbalanced load introduced cyclical pressure ripple.
+21390,2024-03-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.623,False,Sensor signal clipping observed during startup surge.
+21391,2024-03-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Machine throughput increase drove sustained pressure uplift.
+21392,2024-03-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.141,False,Temperature remained elevated during unscheduled overtime run.
+21393,2024-03-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Vibration burst exceeds envelope during tool change cycle.
+21394,2024-03-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.589,False,Quality hold reduced finishing booth activity for one shift.
+21395,2024-03-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Coolant loop adjustment reduced chamber temperature spread.
+21396,2024-03-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.761,False,Pressure peak corresponds to oversized billet batch processing.
+21397,2024-03-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Pressure settled back to nominal after valve reseat.
+21398,2024-03-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.429,False,Shift handoff note referenced unusual noise near press enclosure.
+21399,2024-03-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.239,False,Quality hold reduced finishing booth activity for one shift.
+21400,2024-03-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.989,False,Thermal ramp exceeded expected warmup curve before shift start.
+21401,2024-03-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Thermal overshoot event coincided with recipe change on furnace.
+21402,2024-03-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.352,False,Humidity climbed during dock-door open period in afternoon shift.
+21403,2024-03-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.861,False,Vibration baseline recovered after tool holder replacement.
+21404,2024-03-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.264,False,Supervisory alert generated after three consecutive threshold breaches.
+21405,2024-03-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Maintenance crew confirmed lubrication interval was missed.
+21406,2024-03-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.151,False,Operator reported intermittent chatter on machine CNC-04.
+21407,2024-03-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Pressure settled back to nominal after valve reseat.
+21408,2024-03-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.634,False,Temperature variance narrowed after coolant nozzle cleaning.
+21409,2024-03-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.644,False,Pressure settled back to nominal after valve reseat.
+21410,2024-03-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.959,False,Humidity readings track seasonal rise across late spring.
+21411,2024-03-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.938,False,Vibration burst exceeds envelope during tool change cycle.
+21412,2024-03-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.012,False,Temperature remained elevated during unscheduled overtime run.
+21413,2024-03-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21414,2024-03-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.258,False,Pressure settled back to nominal after valve reseat.
+21415,2024-03-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Pressure peak corresponds to oversized billet batch processing.
+21416,2024-03-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.901,False,Humidity baseline improved after seal replacement.
+21417,2024-03-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Pressure line purge completed before restart authorization.
+21418,2024-03-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.144,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21419,2024-03-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.576,False,Temperature variance narrowed after coolant nozzle cleaning.
+21420,2024-03-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.177,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21421,2024-03-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.354,False,Operator reset acknowledged after red-tag inspection.
+21422,2024-03-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.293,False,Bearing temperature rising faster than baseline on spindle cell.
+21423,2024-03-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.259,False,Humidity readings track seasonal rise across late spring.
+21424,2024-03-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.164,False,Humidity baseline improved after seal replacement.
+21425,2024-03-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Shift handoff note referenced unusual noise near press enclosure.
+21426,2024-03-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.98,False,Temperature remained elevated during unscheduled overtime run.
+21427,2024-03-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.696,False,Sensor enclosure opened for manual calibration verification.
+21428,2024-03-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.437,False,Anomaly review flagged possible bearing wear progression.
+21429,2024-03-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.647,False,Pressure line purge completed before restart authorization.
+21430,2024-03-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.99,False,Pressure peak corresponds to oversized billet batch processing.
+21431,2024-03-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.576,False,Vibration harmonics broadened during extended production run.
+21432,2024-03-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.466,False,Temperature variance narrowed after coolant nozzle cleaning.
+21433,2024-03-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Quality hold reduced finishing booth activity for one shift.
+21434,2024-03-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.409,False,Machine idle period extended during planned sanitation window.
+21435,2024-03-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.521,False,Sensor heartbeat delayed by one interval after gateway retry.
+21436,2024-03-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.3,False,Maintenance scheduler deferred calibration due to spare shortage.
+21437,2024-03-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.578,False,Edge collector replayed buffered events after network recovery.
+21438,2024-03-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.659,False,SCADA backfill inserted two delayed telemetry points.
+21439,2024-03-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Humidity readings track seasonal rise across late spring.
+21440,2024-03-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.999,False,Reliability engineer tagged sample window for model retraining.
+21441,2024-03-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.151,False,Temperature variance narrowed after coolant nozzle cleaning.
+21442,2024-03-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.168,False,Supervisory alert generated after three consecutive threshold breaches.
+21443,2024-03-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Night shift startup produced higher than normal vibration floor.
+21444,2024-03-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.709,False,Operator reported intermittent chatter on machine CNC-04.
+21445,2024-03-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.863,False,Quality hold reduced finishing booth activity for one shift.
+21446,2024-03-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.112,False,Humidity climbed during dock-door open period in afternoon shift.
+21447,2024-03-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.518,False,Operator reset acknowledged after red-tag inspection.
+21448,2024-03-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.554,False,Vibration harmonics broadened during extended production run.
+21449,2024-03-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.154,False,Humidity baseline improved after seal replacement.
+21450,2024-03-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.836,False,Temporary gateway failover completed without data loss.
+21451,2024-03-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.481,False,Vibration baseline recovered after tool holder replacement.
+21452,2024-03-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.178,False,Reliability engineer tagged sample window for model retraining.
+21453,2024-03-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.946,False,Shift handoff note referenced unusual noise near press enclosure.
+21454,2024-03-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.971,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21455,2024-03-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.415,False,Calibration check overdue by 11 days for press-line transducer.
+21456,2024-03-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.728,False,Reliability engineer tagged sample window for model retraining.
+21457,2024-03-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.115,False,Vibration burst exceeds envelope during tool change cycle.
+21458,2024-03-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.324,False,Temperature remained elevated during unscheduled overtime run.
+21459,2024-03-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.938,False,Pressure peak corresponds to oversized billet batch processing.
+21460,2024-03-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.503,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21461,2024-03-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.174,False,Quality hold reduced finishing booth activity for one shift.
+21462,2024-03-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.494,False,Vibration baseline recovered after tool holder replacement.
+21463,2024-03-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Anomaly review flagged possible bearing wear progression.
+21464,2024-03-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.588,False,Sensor enclosure opened for manual calibration verification.
+21465,2024-03-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Thermal overshoot event coincided with recipe change on furnace.
+21466,2024-03-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.81,False,Condensation warning cleared after dehumidifier ramp-up.
+21467,2024-03-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Thermal overshoot event coincided with recipe change on furnace.
+21468,2024-03-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21469,2024-03-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Quality team requested trace review for lot 24-118B.
+21470,2024-03-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.892,False,Quality team requested trace review for lot 24-118B.
+21471,2024-03-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.483,False,Maintenance scheduler deferred calibration due to spare shortage.
+21472,2024-03-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.559,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21473,2024-03-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21474,2024-03-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.504,False,Telemetry quality flag downgraded during sensor self-test window.
+21475,2024-03-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Operator reported intermittent chatter on machine CNC-04.
+21476,2024-03-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.47,False,Pressure line purge completed before restart authorization.
+21477,2024-03-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.42,False,Sensor heartbeat delayed by one interval after gateway retry.
+21478,2024-03-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21479,2024-03-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.364,False,Reliability engineer tagged sample window for model retraining.
+21480,2024-03-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.922,False,Operator reported intermittent chatter on machine CNC-04.
+21481,2024-03-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.904,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21482,2024-03-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21483,2024-03-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Supervisory alert generated after three consecutive threshold breaches.
+21484,2024-03-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.94,False,Coolant loop adjustment reduced chamber temperature spread.
+21485,2024-03-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21486,2024-03-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.426,False,Unbalanced load introduced cyclical pressure ripple.
+21487,2024-03-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.814,False,Calibration check overdue by 11 days for press-line transducer.
+21488,2024-03-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.671,False,Machine idle period extended during planned sanitation window.
+21489,2024-03-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Coolant loop adjustment reduced chamber temperature spread.
+21490,2024-03-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.026,False,Humidity climbed during dock-door open period in afternoon shift.
+21491,2024-03-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.542,False,Humidity excursion near finishing booth during coating run.
+21492,2024-03-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.05,False,Humidity readings track seasonal rise across late spring.
+21493,2024-03-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,0.98,False,Quality hold reduced finishing booth activity for one shift.
+21494,2024-03-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.769,False,Pressure settled back to nominal after valve reseat.
+21495,2024-03-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.015,False,Bearing temperature rising faster than baseline on spindle cell.
+21496,2024-03-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.686,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21497,2024-03-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.77,False,Pressure peak corresponds to oversized billet batch processing.
+21498,2024-03-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.742,False,Coolant loop adjustment reduced chamber temperature spread.
+21499,2024-03-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Quality hold reduced finishing booth activity for one shift.
+21500,2024-03-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.611,False,Telemetry quality flag downgraded during sensor self-test window.
+21501,2024-03-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.689,False,Temperature variance narrowed after coolant nozzle cleaning.
+21502,2024-03-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.476,False,Temporary gateway failover completed without data loss.
+21503,2024-03-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.399,False,Pressure peak corresponds to oversized billet batch processing.
+21504,2024-03-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.155,False,Coolant loop adjustment reduced chamber temperature spread.
+21505,2024-03-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Thermal overshoot event coincided with recipe change on furnace.
+21506,2024-03-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.568,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21507,2024-03-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.762,False,Machine throughput increase drove sustained pressure uplift.
+21508,2024-03-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.013,False,Telemetry quality flag downgraded during sensor self-test window.
+21509,2024-03-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.113,False,Maintenance note logged for coupling imbalance inspection.
+21510,2024-03-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.779,False,Calibration check overdue by 11 days for press-line transducer.
+21511,2024-03-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.644,False,Edge collector replayed buffered events after network recovery.
+21512,2024-03-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.469,False,Bearing temperature rising faster than baseline on spindle cell.
+21513,2024-03-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Machine throughput increase drove sustained pressure uplift.
+21514,2024-03-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Sensor signal clipping observed during startup surge.
+21515,2024-03-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.644,False,Machine idle period extended during planned sanitation window.
+21516,2024-03-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.465,False,Pressure line purge completed before restart authorization.
+21517,2024-03-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21518,2024-03-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.307,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21519,2024-03-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.621,False,Temporary gateway failover completed without data loss.
+21520,2024-03-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.452,False,Calibration check overdue by 11 days for press-line transducer.
+21521,2024-03-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Sensor heartbeat delayed by one interval after gateway retry.
+21522,2024-03-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21523,2024-03-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.743,False,Sensor enclosure opened for manual calibration verification.
+21524,2024-03-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.537,False,Humidity baseline improved after seal replacement.
+21525,2024-03-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.474,False,Coolant loop adjustment reduced chamber temperature spread.
+21526,2024-03-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.917,False,Coolant loop adjustment reduced chamber temperature spread.
+21527,2024-03-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.074,False,Hydraulic line pressure oscillation detected under load.
+21528,2024-03-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.856,False,Temporary gateway failover completed without data loss.
+21529,2024-03-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.702,False,Air handler maintenance reduced humidity variance on finishing line.
+21530,2024-03-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.78,False,Vibration burst exceeds envelope during tool change cycle.
+21531,2024-03-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.379,False,Shift handoff note referenced unusual noise near press enclosure.
+21532,2024-03-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.08,False,Maintenance scheduler deferred calibration due to spare shortage.
+21533,2024-03-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.01,False,Temperature remained elevated during unscheduled overtime run.
+21534,2024-03-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.658,False,Calibration check overdue by 11 days for press-line transducer.
+21535,2024-03-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.068,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21536,2024-03-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.807,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21537,2024-03-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.23,False,Dust extraction fan offline for 18 minutes on line finishing.
+21538,2024-03-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.583,False,Pressure settled back to nominal after valve reseat.
+21539,2024-03-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Short-lived packet loss observed at edge gateway gw-02.
+21540,2024-03-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.964,False,Air handler maintenance reduced humidity variance on finishing line.
+21541,2024-03-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Packaging line stop reduced adjacent vibration background.
+21542,2024-03-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.997,False,Unbalanced load introduced cyclical pressure ripple.
+21543,2024-03-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.465,False,Temporary gateway failover completed without data loss.
+21544,2024-03-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.334,False,Anomaly review flagged possible bearing wear progression.
+21545,2024-03-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Anomaly review flagged possible bearing wear progression.
+21546,2024-03-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.06,False,Maintenance note logged for coupling imbalance inspection.
+21547,2024-03-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.568,False,Coolant loop adjustment reduced chamber temperature spread.
+21548,2024-03-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.355,False,Edge collector replayed buffered events after network recovery.
+21549,2024-03-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.265,False,Temperature variance narrowed after coolant nozzle cleaning.
+21550,2024-03-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.212,False,Maintenance crew confirmed lubrication interval was missed.
+21551,2024-03-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Sensor heartbeat delayed by one interval after gateway retry.
+21552,2024-03-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.428,False,Packaging line stop reduced adjacent vibration background.
+21553,2024-03-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.414,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21554,2024-03-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.773,False,Sensor enclosure opened for manual calibration verification.
+21555,2024-03-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Thermal overshoot event coincided with recipe change on furnace.
+21556,2024-03-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.131,False,Condensation warning cleared after dehumidifier ramp-up.
+21557,2024-03-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.354,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21558,2024-03-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.311,False,Quality hold reduced finishing booth activity for one shift.
+21559,2024-03-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Quality team requested trace review for lot 24-118B.
+21560,2024-03-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.742,False,Humidity baseline improved after seal replacement.
+21561,2024-03-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Thermal overshoot event coincided with recipe change on furnace.
+21562,2024-03-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.176,False,Condensation warning cleared after dehumidifier ramp-up.
+21563,2024-03-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Vibration burst exceeds envelope during tool change cycle.
+21564,2024-03-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.777,False,Hydraulic line pressure oscillation detected under load.
+21565,2024-03-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Sensor heartbeat delayed by one interval after gateway retry.
+21566,2024-03-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.317,False,Sensor signal clipping observed during startup surge.
+21567,2024-03-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Maintenance note logged for coupling imbalance inspection.
+21568,2024-03-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.087,False,Unbalanced load introduced cyclical pressure ripple.
+21569,2024-03-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Calibration check overdue by 11 days for press-line transducer.
+21570,2024-03-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.098,False,Coolant loop adjustment reduced chamber temperature spread.
+21571,2024-03-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.838,False,Pressure line purge completed before restart authorization.
+21572,2024-03-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.464,False,SCADA backfill inserted two delayed telemetry points.
+21573,2024-03-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.145,False,Anomaly review flagged possible bearing wear progression.
+21574,2024-03-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.254,False,Dust extraction fan offline for 18 minutes on line finishing.
+21575,2024-03-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.232,False,Maintenance scheduler deferred calibration due to spare shortage.
+21576,2024-03-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.687,False,Reliability engineer tagged sample window for model retraining.
+21577,2024-03-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.075,False,Sensor battery health remains nominal after firmware update.
+21578,2024-03-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.675,False,Packaging line stop reduced adjacent vibration background.
+21579,2024-03-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.505,False,Temporary gateway failover completed without data loss.
+21580,2024-03-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.505,False,Maintenance crew confirmed lubrication interval was missed.
+21581,2024-03-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Bearing temperature rising faster than baseline on spindle cell.
+21582,2024-03-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.86,False,Quality team requested trace review for lot 24-118B.
+21583,2024-03-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.231,False,Pressure settled back to nominal after valve reseat.
+21584,2024-03-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.842,False,Pressure line purge completed before restart authorization.
+21585,2024-03-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.608,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21586,2024-03-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.526,False,Thermal ramp exceeded expected warmup curve before shift start.
+21587,2024-03-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.714,False,Pressure peak corresponds to oversized billet batch processing.
+21588,2024-03-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.029,False,Maintenance scheduler deferred calibration due to spare shortage.
+21589,2024-03-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Quality team requested trace review for lot 24-118B.
+21590,2024-03-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.686,False,Anomaly review flagged possible bearing wear progression.
+21591,2024-03-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Condensation warning cleared after dehumidifier ramp-up.
+21592,2024-03-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.585,False,Sensor signal clipping observed during startup surge.
+21593,2024-03-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Night shift startup produced higher than normal vibration floor.
+21594,2024-03-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.675,False,Shift handoff note referenced unusual noise near press enclosure.
+21595,2024-03-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.97,False,Thermal overshoot event coincided with recipe change on furnace.
+21596,2024-03-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.472,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21597,2024-03-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.212,False,Telemetry quality flag downgraded during sensor self-test window.
+21598,2024-03-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.133,False,Unbalanced load introduced cyclical pressure ripple.
+21599,2024-03-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.651,False,Temperature variance narrowed after coolant nozzle cleaning.
+21600,2024-03-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,59.8,False,Pressure settled back to nominal after valve reseat.
+21601,2024-03-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Anomaly review flagged possible bearing wear progression.
+21602,2024-03-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.949,False,Operator reported intermittent chatter on machine CNC-04.
+21603,2024-03-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Pressure settled back to nominal after valve reseat.
+21604,2024-03-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.538,False,Machine idle period extended during planned sanitation window.
+21605,2024-03-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Short-lived packet loss observed at edge gateway gw-02.
+21606,2024-03-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.491,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21607,2024-03-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.002,False,Operator reset acknowledged after red-tag inspection.
+21608,2024-03-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.146,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21609,2024-03-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.71,False,Packaging line stop reduced adjacent vibration background.
+21610,2024-03-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.557,False,Telemetry quality flag downgraded during sensor self-test window.
+21611,2024-03-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.767,False,Hydraulic line pressure oscillation detected under load.
+21612,2024-03-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.775,False,Pressure settled back to nominal after valve reseat.
+21613,2024-03-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Pressure line purge completed before restart authorization.
+21614,2024-03-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.108,False,Maintenance crew confirmed lubrication interval was missed.
+21615,2024-03-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Temperature remained elevated during unscheduled overtime run.
+21616,2024-03-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.135,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21617,2024-03-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Air handler maintenance reduced humidity variance on finishing line.
+21618,2024-03-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.662,False,Maintenance scheduler deferred calibration due to spare shortage.
+21619,2024-03-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.886,False,Coolant loop adjustment reduced chamber temperature spread.
+21620,2024-03-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.091,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21621,2024-03-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.674,False,Edge collector replayed buffered events after network recovery.
+21622,2024-03-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.326,False,Quality hold reduced finishing booth activity for one shift.
+21623,2024-03-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.242,False,Humidity climbed during dock-door open period in afternoon shift.
+21624,2024-03-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.693,False,Maintenance note logged for coupling imbalance inspection.
+21625,2024-03-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.04,False,Temperature variance narrowed after coolant nozzle cleaning.
+21626,2024-03-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.377,False,Temperature remained elevated during unscheduled overtime run.
+21627,2024-03-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Pressure peak corresponds to oversized billet batch processing.
+21628,2024-03-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.629,False,Maintenance scheduler deferred calibration due to spare shortage.
+21629,2024-03-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.49,False,Edge collector replayed buffered events after network recovery.
+21630,2024-03-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.848,False,SCADA backfill inserted two delayed telemetry points.
+21631,2024-03-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.201,False,Vibration baseline recovered after tool holder replacement.
+21632,2024-03-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.792,False,Calibration check overdue by 11 days for press-line transducer.
+21633,2024-03-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.168,False,Thermal ramp exceeded expected warmup curve before shift start.
+21634,2024-03-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.562,False,Reliability engineer tagged sample window for model retraining.
+21635,2024-03-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.173,False,Dust extraction fan offline for 18 minutes on line finishing.
+21636,2024-03-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.512,False,Air handler maintenance reduced humidity variance on finishing line.
+21637,2024-03-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Thermal overshoot event coincided with recipe change on furnace.
+21638,2024-03-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.031,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21639,2024-03-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.087,False,Sensor heartbeat delayed by one interval after gateway retry.
+21640,2024-03-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.57,False,Temperature remained elevated during unscheduled overtime run.
+21641,2024-03-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Temperature remained elevated during unscheduled overtime run.
+21642,2024-03-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.695,False,Vibration burst exceeds envelope during tool change cycle.
+21643,2024-03-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Edge collector replayed buffered events after network recovery.
+21644,2024-03-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.822,False,Vibration burst exceeds envelope during tool change cycle.
+21645,2024-03-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Transient outlier matched forklift impact near cabinet wall.
+21646,2024-03-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.906,False,Air handler maintenance reduced humidity variance on finishing line.
+21647,2024-03-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.888,False,Shift handoff note referenced unusual noise near press enclosure.
+21648,2024-03-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.806,False,Reliability engineer tagged sample window for model retraining.
+21649,2024-03-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.495,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21650,2024-03-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.213,False,Vibration burst exceeds envelope during tool change cycle.
+21651,2024-03-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.583,False,Packaging line stop reduced adjacent vibration background.
+21652,2024-03-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.189,False,Temporary gateway failover completed without data loss.
+21653,2024-03-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.551,False,Warning threshold updated for pilot predictive-maintenance model.
+21654,2024-03-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.815,False,Packaging line stop reduced adjacent vibration background.
+21655,2024-03-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.373,False,Pressure line purge completed before restart authorization.
+21656,2024-03-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.433,False,Humidity baseline improved after seal replacement.
+21657,2024-03-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Maintenance note logged for coupling imbalance inspection.
+21658,2024-03-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Packaging line stop reduced adjacent vibration background.
+21659,2024-03-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.847,False,Machine throughput increase drove sustained pressure uplift.
+21660,2024-03-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.448,False,Humidity climbed during dock-door open period in afternoon shift.
+21661,2024-03-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.355,False,Machine throughput increase drove sustained pressure uplift.
+21662,2024-03-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.179,False,Temperature remained elevated during unscheduled overtime run.
+21663,2024-03-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.537,False,Calibration check overdue by 11 days for press-line transducer.
+21664,2024-03-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.014,False,Sensor signal clipping observed during startup surge.
+21665,2024-03-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.521,False,Quality team requested trace review for lot 24-118B.
+21666,2024-03-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.45,False,Packaging line stop reduced adjacent vibration background.
+21667,2024-03-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.147,False,Dust extraction fan offline for 18 minutes on line finishing.
+21668,2024-03-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.952,False,Temperature variance narrowed after coolant nozzle cleaning.
+21669,2024-03-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Sensor battery health remains nominal after firmware update.
+21670,2024-03-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.63,False,Vibration baseline recovered after tool holder replacement.
+21671,2024-03-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Coolant loop adjustment reduced chamber temperature spread.
+21672,2024-03-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.622,False,Pressure settled back to nominal after valve reseat.
+21673,2024-03-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Unbalanced load introduced cyclical pressure ripple.
+21674,2024-03-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.465,False,Temporary gateway failover completed without data loss.
+21675,2024-03-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.235,False,Short-lived packet loss observed at edge gateway gw-02.
+21676,2024-03-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Sensor battery health remains nominal after firmware update.
+21677,2024-03-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.543,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21678,2024-03-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.23,False,Night shift startup produced higher than normal vibration floor.
+21679,2024-03-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Vibration burst exceeds envelope during tool change cycle.
+21680,2024-03-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.989,False,Machine throughput increase drove sustained pressure uplift.
+21681,2024-03-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.1,False,Pressure settled back to nominal after valve reseat.
+21682,2024-03-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.226,False,Edge collector replayed buffered events after network recovery.
+21683,2024-03-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.19,False,Sensor signal clipping observed during startup surge.
+21684,2024-03-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.439,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21685,2024-03-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.15,False,Coolant loop adjustment reduced chamber temperature spread.
+21686,2024-03-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.116,False,Unbalanced load introduced cyclical pressure ripple.
+21687,2024-03-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Sensor signal clipping observed during startup surge.
+21688,2024-03-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.357,False,Calibration check overdue by 11 days for press-line transducer.
+21689,2024-03-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.142,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21690,2024-03-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.304,False,Air handler maintenance reduced humidity variance on finishing line.
+21691,2024-03-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Sensor battery health remains nominal after firmware update.
+21692,2024-03-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.702,False,Sensor heartbeat delayed by one interval after gateway retry.
+21693,2024-03-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Short-lived packet loss observed at edge gateway gw-02.
+21694,2024-03-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.49,False,Packaging line stop reduced adjacent vibration background.
+21695,2024-03-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.379,False,Telemetry quality flag downgraded during sensor self-test window.
+21696,2024-03-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.534,False,Thermal overshoot event coincided with recipe change on furnace.
+21697,2024-03-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Supervisory alert generated after three consecutive threshold breaches.
+21698,2024-03-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.06,False,Operator reported intermittent chatter on machine CNC-04.
+21699,2024-03-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Press cycle dwell time lengthened during high-volume batch.
+21700,2024-03-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.045,False,Hydraulic line pressure oscillation detected under load.
+21701,2024-03-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Dust extraction fan offline for 18 minutes on line finishing.
+21702,2024-03-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.73,False,Temperature variance narrowed after coolant nozzle cleaning.
+21703,2024-03-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.947,False,Short-lived packet loss observed at edge gateway gw-02.
+21704,2024-03-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.907,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21705,2024-03-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.851,False,Maintenance note logged for coupling imbalance inspection.
+21706,2024-03-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.767,False,Machine idle period extended during planned sanitation window.
+21707,2024-03-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.245,False,Air handler maintenance reduced humidity variance on finishing line.
+21708,2024-03-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.799,False,Temporary gateway failover completed without data loss.
+21709,2024-03-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.97,False,Unbalanced load introduced cyclical pressure ripple.
+21710,2024-03-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.487,False,Vibration burst exceeds envelope during tool change cycle.
+21711,2024-03-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.738,False,Night shift startup produced higher than normal vibration floor.
+21712,2024-03-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.654,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21713,2024-03-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21714,2024-03-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.419,False,Short-lived packet loss observed at edge gateway gw-02.
+21715,2024-03-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21716,2024-03-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.894,False,Temperature remained elevated during unscheduled overtime run.
+21717,2024-03-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Packaging line stop reduced adjacent vibration background.
+21718,2024-03-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.002,False,Dust extraction fan offline for 18 minutes on line finishing.
+21719,2024-03-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Pressure line purge completed before restart authorization.
+21720,2024-03-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.298,False,Telemetry quality flag downgraded during sensor self-test window.
+21721,2024-03-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Calibration check overdue by 11 days for press-line transducer.
+21722,2024-03-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.262,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21723,2024-03-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.837,False,Edge collector replayed buffered events after network recovery.
+21724,2024-03-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.674,False,Thermal overshoot event coincided with recipe change on furnace.
+21725,2024-03-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.39,False,Vibration burst exceeds envelope during tool change cycle.
+21726,2024-03-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.536,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21727,2024-03-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Pressure settled back to nominal after valve reseat.
+21728,2024-03-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.344,False,Humidity baseline improved after seal replacement.
+21729,2024-03-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.996,False,Shift handoff note referenced unusual noise near press enclosure.
+21730,2024-03-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.391,False,Vibration burst exceeds envelope during tool change cycle.
+21731,2024-03-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.498,False,Temperature remained elevated during unscheduled overtime run.
+21732,2024-03-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.236,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21733,2024-03-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Machine throughput increase drove sustained pressure uplift.
+21734,2024-03-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.754,False,Maintenance note logged for coupling imbalance inspection.
+21735,2024-03-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.631,False,Press cycle dwell time lengthened during high-volume batch.
+21736,2024-03-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.38,False,Maintenance scheduler deferred calibration due to spare shortage.
+21737,2024-03-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Thermal ramp exceeded expected warmup curve before shift start.
+21738,2024-03-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.501,False,Sensor signal clipping observed during startup surge.
+21739,2024-03-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.04,False,Operator reported intermittent chatter on machine CNC-04.
+21740,2024-03-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.833,False,Vibration burst exceeds envelope during tool change cycle.
+21741,2024-03-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Humidity readings track seasonal rise across late spring.
+21742,2024-03-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.819,False,Operator reported intermittent chatter on machine CNC-04.
+21743,2024-03-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Humidity baseline improved after seal replacement.
+21744,2024-03-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.554,False,Vibration harmonics broadened during extended production run.
+21745,2024-03-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21746,2024-03-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.337,False,Quality team requested trace review for lot 24-118B.
+21747,2024-03-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Hydraulic line pressure oscillation detected under load.
+21748,2024-03-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.718,False,Humidity baseline improved after seal replacement.
+21749,2024-03-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Bearing temperature rising faster than baseline on spindle cell.
+21750,2024-03-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.017,False,Temporary gateway failover completed without data loss.
+21751,2024-03-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.608,False,Vibration burst exceeds envelope during tool change cycle.
+21752,2024-03-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.674,False,Shift handoff note referenced unusual noise near press enclosure.
+21753,2024-03-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Pressure settled back to nominal after valve reseat.
+21754,2024-03-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.426,False,Thermal ramp exceeded expected warmup curve before shift start.
+21755,2024-03-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Coolant loop adjustment reduced chamber temperature spread.
+21756,2024-03-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.622,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21757,2024-03-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Bearing temperature rising faster than baseline on spindle cell.
+21758,2024-03-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.544,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21759,2024-03-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.405,False,Unbalanced load introduced cyclical pressure ripple.
+21760,2024-03-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.109,False,Maintenance note logged for coupling imbalance inspection.
+21761,2024-03-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.846,False,Calibration check overdue by 11 days for press-line transducer.
+21762,2024-03-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.081,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21763,2024-03-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.978,False,Quality team requested trace review for lot 24-118B.
+21764,2024-03-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.088,False,Night shift startup produced higher than normal vibration floor.
+21765,2024-03-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21766,2024-03-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.216,False,Temperature variance narrowed after coolant nozzle cleaning.
+21767,2024-03-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Quality team requested trace review for lot 24-118B.
+21768,2024-03-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.213,False,Operator reset acknowledged after red-tag inspection.
+21769,2024-03-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.098,False,Sensor battery health remains nominal after firmware update.
+21770,2024-03-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.228,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21771,2024-03-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.075,False,SCADA backfill inserted two delayed telemetry points.
+21772,2024-03-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.111,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21773,2024-03-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.896,False,Telemetry quality flag downgraded during sensor self-test window.
+21774,2024-03-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.222,False,Reliability engineer tagged sample window for model retraining.
+21775,2024-03-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Vibration baseline recovered after tool holder replacement.
+21776,2024-03-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.076,False,Maintenance crew confirmed lubrication interval was missed.
+21777,2024-03-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Machine throughput increase drove sustained pressure uplift.
+21778,2024-03-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.708,False,Condensation warning cleared after dehumidifier ramp-up.
+21779,2024-03-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.251,False,Humidity baseline improved after seal replacement.
+21780,2024-03-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.125,False,Temperature remained elevated during unscheduled overtime run.
+21781,2024-03-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.781,False,Sensor battery health remains nominal after firmware update.
+21782,2024-03-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Shift handoff note referenced unusual noise near press enclosure.
+21783,2024-03-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.533,False,Quality team requested trace review for lot 24-118B.
+21784,2024-03-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.923,False,Vibration harmonics broadened during extended production run.
+21785,2024-03-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.165,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21786,2024-03-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.909,False,Sensor battery health remains nominal after firmware update.
+21787,2024-03-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.552,False,Calibration check overdue by 11 days for press-line transducer.
+21788,2024-03-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.347,False,Operator reset acknowledged after red-tag inspection.
+21789,2024-03-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.61,False,SCADA backfill inserted two delayed telemetry points.
+21790,2024-03-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.361,False,Shift handoff note referenced unusual noise near press enclosure.
+21791,2024-03-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Quality hold reduced finishing booth activity for one shift.
+21792,2024-03-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21793,2024-03-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.439,False,Coolant loop adjustment reduced chamber temperature spread.
+21794,2024-03-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.377,False,Thermal overshoot event coincided with recipe change on furnace.
+21795,2024-03-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.024,False,Vibration harmonics broadened during extended production run.
+21796,2024-03-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.149,False,Vibration baseline recovered after tool holder replacement.
+21797,2024-03-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.461,False,Machine idle period extended during planned sanitation window.
+21798,2024-03-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.569,False,Quality hold reduced finishing booth activity for one shift.
+21799,2024-03-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.757,False,Anomaly review flagged possible bearing wear progression.
+21800,2024-03-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.436,False,Sensor battery health remains nominal after firmware update.
+21801,2024-03-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.35,False,Sensor battery health remains nominal after firmware update.
+21802,2024-03-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.608,False,Supervisory alert generated after three consecutive threshold breaches.
+21803,2024-03-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.46,False,Sensor heartbeat delayed by one interval after gateway retry.
+21804,2024-03-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.881,False,Shift handoff note referenced unusual noise near press enclosure.
+21805,2024-03-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.93,False,Edge collector replayed buffered events after network recovery.
+21806,2024-03-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.743,False,Night shift startup produced higher than normal vibration floor.
+21807,2024-03-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.001,False,Sensor heartbeat delayed by one interval after gateway retry.
+21808,2024-03-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.062,False,Warning threshold updated for pilot predictive-maintenance model.
+21809,2024-03-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
+21810,2024-03-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.316,False,Condensation warning cleared after dehumidifier ramp-up.
+21811,2024-03-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.129,False,SCADA backfill inserted two delayed telemetry points.
+21812,2024-03-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.379,False,Reliability engineer tagged sample window for model retraining.
+21813,2024-03-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.401,False,Humidity excursion near finishing booth during coating run.
+21814,2024-03-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.75,False,Sensor signal clipping observed during startup surge.
+21815,2024-03-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.912,False,Humidity climbed during dock-door open period in afternoon shift.
+21816,2024-03-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.771,False,Packaging line stop reduced adjacent vibration background.
+21817,2024-03-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Telemetry quality flag downgraded during sensor self-test window.
+21818,2024-03-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.117,False,Maintenance note logged for coupling imbalance inspection.
+21819,2024-03-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Air handler maintenance reduced humidity variance on finishing line.
+21820,2024-03-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.194,False,Vibration baseline recovered after tool holder replacement.
+21821,2024-03-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.244,False,Hydraulic line pressure oscillation detected under load.
+21822,2024-03-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.08,False,Supervisory alert generated after three consecutive threshold breaches.
+21823,2024-03-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Condensation warning cleared after dehumidifier ramp-up.
+21824,2024-03-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.827,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21825,2024-03-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Temperature variance narrowed after coolant nozzle cleaning.
+21826,2024-03-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.587,False,Thermal overshoot event coincided with recipe change on furnace.
+21827,2024-03-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.726,False,Thermal overshoot event coincided with recipe change on furnace.
+21828,2024-03-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.729,False,Humidity climbed during dock-door open period in afternoon shift.
+21829,2024-03-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Shift handoff note referenced unusual noise near press enclosure.
+21830,2024-03-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.081,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21831,2024-03-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.404,False,Packaging line stop reduced adjacent vibration background.
+21832,2024-03-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,54.715,False,Humidity readings track seasonal rise across late spring.
+21833,2024-03-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Vibration burst exceeds envelope during tool change cycle.
+21834,2024-03-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.958,False,Temperature variance narrowed after coolant nozzle cleaning.
+21835,2024-03-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.127,False,Thermal overshoot event coincided with recipe change on furnace.
+21836,2024-03-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.962,False,Condensation warning cleared after dehumidifier ramp-up.
+21837,2024-03-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Quality hold reduced finishing booth activity for one shift.
+21838,2024-03-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.404,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21839,2024-03-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.719,False,Shift handoff note referenced unusual noise near press enclosure.
+21840,2024-03-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.349,False,Transient outlier matched forklift impact near cabinet wall.
+21841,2024-03-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.306,False,Pressure peak corresponds to oversized billet batch processing.
+21842,2024-03-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,65.602,False,Edge collector replayed buffered events after network recovery.
+21843,2024-03-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.645,False,SCADA backfill inserted two delayed telemetry points.
+21844,2024-03-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.937,False,Humidity readings track seasonal rise across late spring.
+21845,2024-03-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.856,False,Quality hold reduced finishing booth activity for one shift.
+21846,2024-03-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.24,False,Maintenance crew confirmed lubrication interval was missed.
+21847,2024-03-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Vibration burst exceeds envelope during tool change cycle.
+21848,2024-03-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.574,False,Night shift startup produced higher than normal vibration floor.
+21849,2024-03-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.991,False,Humidity excursion near finishing booth during coating run.
+21850,2024-03-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.271,False,Humidity readings track seasonal rise across late spring.
+21851,2024-03-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.037,False,Humidity baseline improved after seal replacement.
+21852,2024-03-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.415,False,Pressure line purge completed before restart authorization.
+21853,2024-03-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Maintenance crew confirmed lubrication interval was missed.
+21854,2024-03-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+21855,2024-03-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.674,False,Calibration check overdue by 11 days for press-line transducer.
+21856,2024-03-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.701,False,Supervisory alert generated after three consecutive threshold breaches.
+21857,2024-03-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Bearing temperature rising faster than baseline on spindle cell.
+21858,2024-03-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.22,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21859,2024-03-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.392,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21860,2024-03-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.165,False,Operator reported intermittent chatter on machine CNC-04.
+21861,2024-03-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Air handler maintenance reduced humidity variance on finishing line.
+21862,2024-03-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.629,False,Reliability engineer tagged sample window for model retraining.
+21863,2024-03-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Sensor enclosure opened for manual calibration verification.
+21864,2024-03-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
+21865,2024-03-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.477,False,Machine throughput increase drove sustained pressure uplift.
+21866,2024-03-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.475,False,Maintenance crew confirmed lubrication interval was missed.
+21867,2024-03-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.956,False,Packaging line stop reduced adjacent vibration background.
+21868,2024-03-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.013,False,Supervisory alert generated after three consecutive threshold breaches.
+21869,2024-03-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.967,False,Temperature variance narrowed after coolant nozzle cleaning.
+21870,2024-03-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.311,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21871,2024-03-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21872,2024-03-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.377,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21873,2024-03-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Temporary gateway failover completed without data loss.
+21874,2024-03-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.892,False,Calibration check overdue by 11 days for press-line transducer.
+21875,2024-03-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Pressure peak corresponds to oversized billet batch processing.
+21876,2024-03-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.122,False,Maintenance crew confirmed lubrication interval was missed.
+21877,2024-03-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.411,False,Packaging line stop reduced adjacent vibration background.
+21878,2024-03-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21879,2024-03-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.187,False,Telemetry quality flag downgraded during sensor self-test window.
+21880,2024-03-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.732,False,Sensor heartbeat delayed by one interval after gateway retry.
+21881,2024-03-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.489,False,SCADA backfill inserted two delayed telemetry points.
+21882,2024-03-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.1,False,Operator reset acknowledged after red-tag inspection.
+21883,2024-03-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21884,2024-03-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.39,False,Air handler maintenance reduced humidity variance on finishing line.
+21885,2024-03-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.718,False,Pressure settled back to nominal after valve reseat.
+21886,2024-03-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.856,False,Press cycle dwell time lengthened during high-volume batch.
+21887,2024-03-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.697,False,Machine idle period extended during planned sanitation window.
+21888,2024-03-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.615,False,Machine throughput increase drove sustained pressure uplift.
+21889,2024-03-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.411,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21890,2024-03-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.137,False,Pressure settled back to nominal after valve reseat.
+21891,2024-03-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Press cycle dwell time lengthened during high-volume batch.
+21892,2024-03-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.826,False,Unbalanced load introduced cyclical pressure ripple.
+21893,2024-03-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Machine throughput increase drove sustained pressure uplift.
+21894,2024-03-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.541,False,Maintenance note logged for coupling imbalance inspection.
+21895,2024-03-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.996,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21896,2024-03-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.941,False,Vibration baseline recovered after tool holder replacement.
+21897,2024-03-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Machine idle period extended during planned sanitation window.
+21898,2024-03-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.382,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+21899,2024-03-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.26,False,Operator reported intermittent chatter on machine CNC-04.
+21900,2024-03-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.44,False,Transient outlier matched forklift impact near cabinet wall.
+21901,2024-03-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Air handler maintenance reduced humidity variance on finishing line.
+21902,2024-03-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.334,False,Warning threshold updated for pilot predictive-maintenance model.
+21903,2024-03-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Quality team requested trace review for lot 24-118B.
+21904,2024-03-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.509,False,Night shift startup produced higher than normal vibration floor.
+21905,2024-03-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Warning threshold updated for pilot predictive-maintenance model.
+21906,2024-03-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Thermal ramp exceeded expected warmup curve before shift start.
+21907,2024-03-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21908,2024-03-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.962,False,Sensor signal clipping observed during startup surge.
+21909,2024-03-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.652,False,Humidity excursion near finishing booth during coating run.
+21910,2024-03-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.513,False,Short-lived packet loss observed at edge gateway gw-02.
+21911,2024-03-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.439,False,Maintenance scheduler deferred calibration due to spare shortage.
+21912,2024-03-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.744,False,Humidity excursion near finishing booth during coating run.
+21913,2024-03-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Transient outlier matched forklift impact near cabinet wall.
+21914,2024-03-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.089,False,Quality hold reduced finishing booth activity for one shift.
+21915,2024-03-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Machine idle period extended during planned sanitation window.
+21916,2024-03-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.463,False,Vibration harmonics broadened during extended production run.
+21917,2024-03-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Thermal overshoot event coincided with recipe change on furnace.
+21918,2024-03-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.15,False,Thermal overshoot event coincided with recipe change on furnace.
+21919,2024-03-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.804,False,Quality hold reduced finishing booth activity for one shift.
+21920,2024-03-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.686,False,SCADA backfill inserted two delayed telemetry points.
+21921,2024-03-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.776,False,Operator reported intermittent chatter on machine CNC-04.
+21922,2024-03-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.918,False,Humidity baseline improved after seal replacement.
+21923,2024-03-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.51,False,Condensation warning cleared after dehumidifier ramp-up.
+21924,2024-03-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.333,False,Packaging line stop reduced adjacent vibration background.
+21925,2024-03-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.035,False,Humidity excursion near finishing booth during coating run.
+21926,2024-03-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.283,False,Transient outlier matched forklift impact near cabinet wall.
+21927,2024-03-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.186,False,Sensor battery health remains nominal after firmware update.
+21928,2024-03-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Quality hold reduced finishing booth activity for one shift.
+21929,2024-03-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.361,False,Humidity climbed during dock-door open period in afternoon shift.
+21930,2024-03-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.287,False,Maintenance scheduler deferred calibration due to spare shortage.
+21931,2024-03-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.151,False,Supervisory alert generated after three consecutive threshold breaches.
+21932,2024-03-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.297,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21933,2024-03-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Short-lived packet loss observed at edge gateway gw-02.
+21934,2024-03-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.95,False,Anomaly review flagged possible bearing wear progression.
+21935,2024-03-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.087,False,Pressure line purge completed before restart authorization.
+21936,2024-03-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.906,False,Operator reported intermittent chatter on machine CNC-04.
+21937,2024-03-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
+21938,2024-03-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.888,False,Pressure peak corresponds to oversized billet batch processing.
+21939,2024-03-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+21940,2024-03-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.325,False,Temperature remained elevated during unscheduled overtime run.
+21941,2024-03-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,SCADA backfill inserted two delayed telemetry points.
+21942,2024-03-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.413,False,Sensor battery health remains nominal after firmware update.
+21943,2024-03-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor heartbeat delayed by one interval after gateway retry.
+21944,2024-03-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.769,False,Humidity readings track seasonal rise across late spring.
+21945,2024-03-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.907,False,Vibration harmonics broadened during extended production run.
+21946,2024-03-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.652,False,Maintenance crew confirmed lubrication interval was missed.
+21947,2024-03-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.11,False,Maintenance scheduler deferred calibration due to spare shortage.
+21948,2024-03-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.43,False,Vibration burst exceeds envelope during tool change cycle.
+21949,2024-03-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.416,False,Shift handoff note referenced unusual noise near press enclosure.
+21950,2024-03-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.591,False,Dust extraction fan offline for 18 minutes on line finishing.
+21951,2024-03-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.291,False,Maintenance scheduler deferred calibration due to spare shortage.
+21952,2024-03-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.787,False,Hydraulic line pressure oscillation detected under load.
+21953,2024-03-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.902,False,Vibration baseline recovered after tool holder replacement.
+21954,2024-03-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.479,False,Warning threshold updated for pilot predictive-maintenance model.
+21955,2024-03-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.38,False,Quality team requested trace review for lot 24-118B.
+21956,2024-03-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.827,False,Operator reported intermittent chatter on machine CNC-04.
+21957,2024-03-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Edge collector replayed buffered events after network recovery.
+21958,2024-03-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.41,False,Temporary gateway failover completed without data loss.
+21959,2024-03-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Humidity baseline improved after seal replacement.
+21960,2024-03-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.67,False,Operator reported intermittent chatter on machine CNC-04.
+21961,2024-03-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.619,False,Night shift startup produced higher than normal vibration floor.
+21962,2024-03-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.289,False,Temporary gateway failover completed without data loss.
+21963,2024-03-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.463,False,Machine idle period extended during planned sanitation window.
+21964,2024-03-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.365,False,Humidity excursion near finishing booth during coating run.
+21965,2024-03-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.398,False,SCADA backfill inserted two delayed telemetry points.
+21966,2024-03-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.871,False,Sensor signal clipping observed during startup surge.
+21967,2024-03-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Unbalanced load introduced cyclical pressure ripple.
+21968,2024-03-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.654,False,Transient outlier matched forklift impact near cabinet wall.
+21969,2024-03-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.34,False,Compressed air fluctuation introduced pressure noise for two cycles.
+21970,2024-03-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.493,False,Vibration harmonics broadened during extended production run.
+21971,2024-03-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Warning threshold updated for pilot predictive-maintenance model.
+21972,2024-03-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.874,False,Bearing temperature rising faster than baseline on spindle cell.
+21973,2024-03-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Sensor 3 drift suspected after cross-check with manual gauge.
+21974,2024-03-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,82.628,False,Unbalanced load introduced cyclical pressure ripple.
+21975,2024-03-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.316,False,Bearing temperature rising faster than baseline on spindle cell.
+21976,2024-03-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.823,False,Coolant loop adjustment reduced chamber temperature spread.
+21977,2024-03-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.004,False,Sensor signal clipping observed during startup surge.
+21978,2024-03-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.723,False,Bearing temperature rising faster than baseline on spindle cell.
+21979,2024-03-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.472,False,SCADA backfill inserted two delayed telemetry points.
+21980,2024-03-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.472,False,Anomaly review flagged possible bearing wear progression.
+21981,2024-03-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Warning threshold updated for pilot predictive-maintenance model.
+21982,2024-03-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.435,False,Reliability engineer tagged sample window for model retraining.
+21983,2024-03-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.211,False,Machine throughput increase drove sustained pressure uplift.
+21984,2024-03-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.42,False,Temperature remained elevated during unscheduled overtime run.
+21985,2024-03-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.535,False,Sensor enclosure opened for manual calibration verification.
+21986,2024-03-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.689,False,Quality hold reduced finishing booth activity for one shift.
+21987,2024-03-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.104,False,Temperature variance narrowed after coolant nozzle cleaning.
+21988,2024-03-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.543,False,Humidity excursion near finishing booth during coating run.
+21989,2024-03-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.324,False,Vibration burst exceeds envelope during tool change cycle.
+21990,2024-03-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.714,False,Machine idle period extended during planned sanitation window.
+21991,2024-03-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.934,False,Pressure line purge completed before restart authorization.
+21992,2024-03-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.079,False,Temperature remained elevated during unscheduled overtime run.
+21993,2024-03-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.872,False,Short-lived packet loss observed at edge gateway gw-02.
+21994,2024-03-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.302,False,Temperature remained elevated during unscheduled overtime run.
+21995,2024-03-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.863,False,Humidity baseline improved after seal replacement.
+21996,2024-03-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.427,False,Pressure line purge completed before restart authorization.
+21997,2024-03-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.921,False,Sensor enclosure opened for manual calibration verification.
+21998,2024-03-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.048,False,Vibration baseline recovered after tool holder replacement.
+21999,2024-03-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.494,False,Hydraulic line pressure oscillation detected under load.
+22000,2024-03-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.739,False,Temperature variance narrowed after coolant nozzle cleaning.
+22001,2024-03-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.719,False,Machine throughput increase drove sustained pressure uplift.
+22002,2024-03-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.781,False,Coolant loop adjustment reduced chamber temperature spread.
+22003,2024-03-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.826,False,Operator reported intermittent chatter on machine CNC-04.
+22004,2024-03-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.062,False,Hydraulic line pressure oscillation detected under load.
+22005,2024-03-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Humidity climbed during dock-door open period in afternoon shift.
+22006,2024-03-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.305,False,Machine throughput increase drove sustained pressure uplift.
+22007,2024-03-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.353,False,Vibration baseline recovered after tool holder replacement.
+22008,2024-03-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.131,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22009,2024-03-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.181,False,Thermal overshoot event coincided with recipe change on furnace.
+22010,2024-03-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.28,False,Sensor enclosure opened for manual calibration verification.
+22011,2024-03-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.682,False,Condensation warning cleared after dehumidifier ramp-up.
+22012,2024-03-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.925,False,Vibration harmonics broadened during extended production run.
+22013,2024-03-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.773,False,Operator reported intermittent chatter on machine CNC-04.
+22014,2024-03-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.143,False,Hydraulic line pressure oscillation detected under load.
+22015,2024-03-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.45,False,Sensor signal clipping observed during startup surge.
+22016,2024-03-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.038,False,Quality hold reduced finishing booth activity for one shift.
+22017,2024-03-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.168,False,Hydraulic line pressure oscillation detected under load.
+22018,2024-03-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.903,False,Sensor heartbeat delayed by one interval after gateway retry.
+22019,2024-03-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.615,False,Sensor signal clipping observed during startup surge.
+22020,2024-03-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.833,False,Thermal ramp exceeded expected warmup curve before shift start.
+22021,2024-03-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Shift handoff note referenced unusual noise near press enclosure.
+22022,2024-03-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.96,False,Sensor signal clipping observed during startup surge.
+22023,2024-03-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22024,2024-03-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.887,False,Vibration burst exceeds envelope during tool change cycle.
+22025,2024-03-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22026,2024-03-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.86,False,Sensor signal clipping observed during startup surge.
+22027,2024-03-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Operator reported intermittent chatter on machine CNC-04.
+22028,2024-03-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.137,False,Vibration burst exceeds envelope during tool change cycle.
+22029,2024-03-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Night shift startup produced higher than normal vibration floor.
+22030,2024-03-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.969,False,Calibration check overdue by 11 days for press-line transducer.
+22031,2024-03-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.434,False,Pressure settled back to nominal after valve reseat.
+22032,2024-03-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.424,False,Bearing temperature rising faster than baseline on spindle cell.
+22033,2024-03-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22034,2024-03-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.091,False,Condensation warning cleared after dehumidifier ramp-up.
+22035,2024-03-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.772,False,Condensation warning cleared after dehumidifier ramp-up.
+22036,2024-03-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Pressure line purge completed before restart authorization.
+22037,2024-03-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.476,False,Humidity climbed during dock-door open period in afternoon shift.
+22038,2024-03-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.406,False,Pressure settled back to nominal after valve reseat.
+22039,2024-03-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22040,2024-03-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.03,False,Sensor heartbeat delayed by one interval after gateway retry.
+22041,2024-03-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.873,False,Condensation warning cleared after dehumidifier ramp-up.
+22042,2024-03-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.34,False,Telemetry quality flag downgraded during sensor self-test window.
+22043,2024-03-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.872,False,Transient outlier matched forklift impact near cabinet wall.
+22044,2024-03-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.489,False,Temperature variance narrowed after coolant nozzle cleaning.
+22045,2024-03-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.322,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22046,2024-03-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.049,False,Maintenance note logged for coupling imbalance inspection.
+22047,2024-03-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.541,False,Thermal ramp exceeded expected warmup curve before shift start.
+22048,2024-03-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22049,2024-03-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22050,2024-03-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.674,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22051,2024-03-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.586,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22052,2024-03-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.781,False,SCADA backfill inserted two delayed telemetry points.
+22053,2024-03-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.364,False,Quality team requested trace review for lot 24-118B.
+22054,2024-03-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.894,False,Humidity excursion near finishing booth during coating run.
+22055,2024-03-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.405,False,Pressure settled back to nominal after valve reseat.
+22056,2024-03-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.825,False,Machine throughput increase drove sustained pressure uplift.
+22057,2024-03-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.357,False,Temporary gateway failover completed without data loss.
+22058,2024-03-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.969,False,Quality hold reduced finishing booth activity for one shift.
+22059,2024-03-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Anomaly review flagged possible bearing wear progression.
+22060,2024-03-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.909,False,Bearing temperature rising faster than baseline on spindle cell.
+22061,2024-03-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Maintenance crew confirmed lubrication interval was missed.
+22062,2024-03-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.203,False,Sensor enclosure opened for manual calibration verification.
+22063,2024-03-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Vibration burst exceeds envelope during tool change cycle.
+22064,2024-03-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.845,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22065,2024-03-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Calibration check overdue by 11 days for press-line transducer.
+22066,2024-03-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.815,False,Sensor heartbeat delayed by one interval after gateway retry.
+22067,2024-03-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.134,False,Coolant loop adjustment reduced chamber temperature spread.
+22068,2024-03-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.21,False,Quality team requested trace review for lot 24-118B.
+22069,2024-03-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Vibration burst exceeds envelope during tool change cycle.
+22070,2024-03-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.491,False,Dust extraction fan offline for 18 minutes on line finishing.
+22071,2024-03-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.964,False,Temporary gateway failover completed without data loss.
+22072,2024-03-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.499,False,Bearing temperature rising faster than baseline on spindle cell.
+22073,2024-03-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.241,False,Sensor heartbeat delayed by one interval after gateway retry.
+22074,2024-03-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.336,False,Humidity excursion near finishing booth during coating run.
+22075,2024-03-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Vibration baseline recovered after tool holder replacement.
+22076,2024-03-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.917,False,Sensor battery health remains nominal after firmware update.
+22077,2024-03-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.024,False,Condensation warning cleared after dehumidifier ramp-up.
+22078,2024-03-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.488,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22079,2024-03-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.682,False,Calibration check overdue by 11 days for press-line transducer.
+22080,2024-03-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.199,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22081,2024-03-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.082,False,Unbalanced load introduced cyclical pressure ripple.
+22082,2024-03-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.922,False,Pressure settled back to nominal after valve reseat.
+22083,2024-03-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.786,False,Machine idle period extended during planned sanitation window.
+22084,2024-03-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.191,False,Maintenance crew confirmed lubrication interval was missed.
+22085,2024-03-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.621,False,Packaging line stop reduced adjacent vibration background.
+22086,2024-03-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.658,False,Air handler maintenance reduced humidity variance on finishing line.
+22087,2024-03-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.627,False,SCADA backfill inserted two delayed telemetry points.
+22088,2024-03-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.222,False,Sensor enclosure opened for manual calibration verification.
+22089,2024-03-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.98,False,Sensor battery health remains nominal after firmware update.
+22090,2024-03-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.832,False,Temperature remained elevated during unscheduled overtime run.
+22091,2024-03-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.567,False,Warning threshold updated for pilot predictive-maintenance model.
+22092,2024-03-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.009,False,Humidity climbed during dock-door open period in afternoon shift.
+22093,2024-03-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.73,False,Condensation warning cleared after dehumidifier ramp-up.
+22094,2024-03-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.502,False,Quality hold reduced finishing booth activity for one shift.
+22095,2024-03-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Coolant loop adjustment reduced chamber temperature spread.
+22096,2024-03-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.979,False,Quality hold reduced finishing booth activity for one shift.
+22097,2024-03-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.287,False,Quality hold reduced finishing booth activity for one shift.
+22098,2024-03-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.305,False,SCADA backfill inserted two delayed telemetry points.
+22099,2024-03-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.924,False,Unbalanced load introduced cyclical pressure ripple.
+22100,2024-03-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.787,False,Pressure settled back to nominal after valve reseat.
+22101,2024-03-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Temporary gateway failover completed without data loss.
+22102,2024-03-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.76,False,Pressure settled back to nominal after valve reseat.
+22103,2024-03-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.903,False,Sensor signal clipping observed during startup surge.
+22104,2024-03-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.76,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22105,2024-03-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.07,False,Supervisory alert generated after three consecutive threshold breaches.
+22106,2024-03-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.144,False,Sensor signal clipping observed during startup surge.
+22107,2024-03-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.999,False,Operator reset acknowledged after red-tag inspection.
+22108,2024-03-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.578,False,Thermal ramp exceeded expected warmup curve before shift start.
+22109,2024-03-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.035,False,Temperature variance narrowed after coolant nozzle cleaning.
+22110,2024-03-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.822,False,SCADA backfill inserted two delayed telemetry points.
+22111,2024-03-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.162,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22112,2024-03-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.348,False,Vibration baseline recovered after tool holder replacement.
+22113,2024-03-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.714,False,Press cycle dwell time lengthened during high-volume batch.
+22114,2024-03-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.812,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22115,2024-03-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.048,False,Sensor battery health remains nominal after firmware update.
+22116,2024-03-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.845,False,Vibration harmonics broadened during extended production run.
+22117,2024-03-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22118,2024-03-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.885,False,Pressure line purge completed before restart authorization.
+22119,2024-03-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.833,False,Humidity climbed during dock-door open period in afternoon shift.
+22120,2024-03-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.403,False,Sensor signal clipping observed during startup surge.
+22121,2024-03-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.72,False,Air handler maintenance reduced humidity variance on finishing line.
+22122,2024-03-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.205,False,Shift handoff note referenced unusual noise near press enclosure.
+22123,2024-03-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.957,False,Transient outlier matched forklift impact near cabinet wall.
+22124,2024-03-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.19,False,Sensor battery health remains nominal after firmware update.
+22125,2024-03-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.636,False,Hydraulic line pressure oscillation detected under load.
+22126,2024-03-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.269,False,Temperature variance narrowed after coolant nozzle cleaning.
+22127,2024-03-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.368,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22128,2024-03-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.429,False,Humidity climbed during dock-door open period in afternoon shift.
+22129,2024-03-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Vibration baseline recovered after tool holder replacement.
+22130,2024-03-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.046,False,Sensor signal clipping observed during startup surge.
+22131,2024-03-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Condensation warning cleared after dehumidifier ramp-up.
+22132,2024-03-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.11,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22133,2024-03-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22134,2024-03-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.875,False,Vibration burst exceeds envelope during tool change cycle.
+22135,2024-03-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.043,False,Air handler maintenance reduced humidity variance on finishing line.
+22136,2024-03-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,59.908,False,Temperature variance narrowed after coolant nozzle cleaning.
+22137,2024-03-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.573,False,Reliability engineer tagged sample window for model retraining.
+22138,2024-03-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.112,False,Packaging line stop reduced adjacent vibration background.
+22139,2024-03-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.216,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22140,2024-03-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.061,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22141,2024-03-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22142,2024-03-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.62,False,Vibration burst exceeds envelope during tool change cycle.
+22143,2024-03-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.405,False,Humidity readings track seasonal rise across late spring.
+22144,2024-03-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.055,False,Operator reported intermittent chatter on machine CNC-04.
+22145,2024-03-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Edge collector replayed buffered events after network recovery.
+22146,2024-03-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.554,False,Temperature variance narrowed after coolant nozzle cleaning.
+22147,2024-03-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.652,False,Bearing temperature rising faster than baseline on spindle cell.
+22148,2024-03-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.01,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22149,2024-03-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Humidity baseline improved after seal replacement.
+22150,2024-03-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.664,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22151,2024-03-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.026,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22152,2024-03-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.373,False,Condensation warning cleared after dehumidifier ramp-up.
+22153,2024-03-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.426,False,Short-lived packet loss observed at edge gateway gw-02.
+22154,2024-03-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.208,False,Calibration check overdue by 11 days for press-line transducer.
+22155,2024-03-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.395,False,Maintenance crew confirmed lubrication interval was missed.
+22156,2024-03-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22157,2024-03-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Reliability engineer tagged sample window for model retraining.
+22158,2024-03-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.115,False,Pressure line purge completed before restart authorization.
+22159,2024-03-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.928,False,Humidity climbed during dock-door open period in afternoon shift.
+22160,2024-03-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.618,False,Unbalanced load introduced cyclical pressure ripple.
+22161,2024-03-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Edge collector replayed buffered events after network recovery.
+22162,2024-03-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.571,False,Quality hold reduced finishing booth activity for one shift.
+22163,2024-03-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.638,False,Machine throughput increase drove sustained pressure uplift.
+22164,2024-03-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.645,False,Humidity climbed during dock-door open period in afternoon shift.
+22165,2024-03-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.182,False,Sensor enclosure opened for manual calibration verification.
+22166,2024-03-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.887,False,Anomaly review flagged possible bearing wear progression.
+22167,2024-03-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Maintenance scheduler deferred calibration due to spare shortage.
+22168,2024-03-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.205,False,Reliability engineer tagged sample window for model retraining.
+22169,2024-03-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.99,False,Dust extraction fan offline for 18 minutes on line finishing.
+22170,2024-03-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.713,False,Shift handoff note referenced unusual noise near press enclosure.
+22171,2024-03-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.588,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22172,2024-03-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.698,False,Sensor enclosure opened for manual calibration verification.
+22173,2024-03-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22174,2024-03-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.27,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22175,2024-03-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Temperature variance narrowed after coolant nozzle cleaning.
+22176,2024-03-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.591,False,Night shift startup produced higher than normal vibration floor.
+22177,2024-03-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.105,False,Night shift startup produced higher than normal vibration floor.
+22178,2024-03-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.752,False,Packaging line stop reduced adjacent vibration background.
+22179,2024-03-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22180,2024-03-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.673,False,Transient outlier matched forklift impact near cabinet wall.
+22181,2024-03-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.767,False,Pressure line purge completed before restart authorization.
+22182,2024-03-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.919,False,Bearing temperature rising faster than baseline on spindle cell.
+22183,2024-03-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Packaging line stop reduced adjacent vibration background.
+22184,2024-03-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.434,False,Sensor battery health remains nominal after firmware update.
+22185,2024-03-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Air handler maintenance reduced humidity variance on finishing line.
+22186,2024-03-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22187,2024-03-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.475,False,Anomaly review flagged possible bearing wear progression.
+22188,2024-03-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.223,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22189,2024-03-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.661,False,Thermal ramp exceeded expected warmup curve before shift start.
+22190,2024-03-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.167,False,Thermal overshoot event coincided with recipe change on furnace.
+22191,2024-03-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Packaging line stop reduced adjacent vibration background.
+22192,2024-03-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.073,False,Anomaly review flagged possible bearing wear progression.
+22193,2024-03-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Vibration harmonics broadened during extended production run.
+22194,2024-03-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.775,False,SCADA backfill inserted two delayed telemetry points.
+22195,2024-03-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.937,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22196,2024-03-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.42,False,Supervisory alert generated after three consecutive threshold breaches.
+22197,2024-03-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22198,2024-03-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.759,False,Pressure settled back to nominal after valve reseat.
+22199,2024-03-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.923,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22200,2024-03-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.748,False,Humidity readings track seasonal rise across late spring.
+22201,2024-03-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.223,False,Calibration check overdue by 11 days for press-line transducer.
+22202,2024-03-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.438,False,Shift handoff note referenced unusual noise near press enclosure.
+22203,2024-03-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Pressure peak corresponds to oversized billet batch processing.
+22204,2024-03-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.107,False,Machine throughput increase drove sustained pressure uplift.
+22205,2024-03-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Pressure settled back to nominal after valve reseat.
+22206,2024-03-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.789,False,Press cycle dwell time lengthened during high-volume batch.
+22207,2024-03-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22208,2024-03-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.15,False,Air handler maintenance reduced humidity variance on finishing line.
+22209,2024-03-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Quality team requested trace review for lot 24-118B.
+22210,2024-03-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.945,False,Sensor signal clipping observed during startup surge.
+22211,2024-03-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.241,False,Anomaly review flagged possible bearing wear progression.
+22212,2024-03-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.27,False,Warning threshold updated for pilot predictive-maintenance model.
+22213,2024-03-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Temperature variance narrowed after coolant nozzle cleaning.
+22214,2024-03-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.237,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22215,2024-03-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Maintenance crew confirmed lubrication interval was missed.
+22216,2024-03-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.208,False,Thermal ramp exceeded expected warmup curve before shift start.
+22217,2024-03-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22218,2024-03-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.521,False,Press cycle dwell time lengthened during high-volume batch.
+22219,2024-03-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.757,False,Vibration burst exceeds envelope during tool change cycle.
+22220,2024-03-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.968,False,Maintenance scheduler deferred calibration due to spare shortage.
+22221,2024-03-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Warning threshold updated for pilot predictive-maintenance model.
+22222,2024-03-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.071,False,Pressure line purge completed before restart authorization.
+22223,2024-03-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Sensor signal clipping observed during startup surge.
+22224,2024-03-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.347,False,Reliability engineer tagged sample window for model retraining.
+22225,2024-03-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Sensor battery health remains nominal after firmware update.
+22226,2024-03-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.002,False,Hydraulic line pressure oscillation detected under load.
+22227,2024-03-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.634,False,SCADA backfill inserted two delayed telemetry points.
+22228,2024-03-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.956,False,Pressure line purge completed before restart authorization.
+22229,2024-03-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.847,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22230,2024-03-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.715,False,Humidity baseline improved after seal replacement.
+22231,2024-03-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.024,False,Condensation warning cleared after dehumidifier ramp-up.
+22232,2024-03-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.339,False,Sensor signal clipping observed during startup surge.
+22233,2024-03-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Condensation warning cleared after dehumidifier ramp-up.
+22234,2024-03-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.178,False,Operator reset acknowledged after red-tag inspection.
+22235,2024-03-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.651,False,Warning threshold updated for pilot predictive-maintenance model.
+22236,2024-03-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.753,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22237,2024-03-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.993,False,Short-lived packet loss observed at edge gateway gw-02.
+22238,2024-03-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.929,False,Reliability engineer tagged sample window for model retraining.
+22239,2024-03-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Press cycle dwell time lengthened during high-volume batch.
+22240,2024-03-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.236,False,Hydraulic line pressure oscillation detected under load.
+22241,2024-03-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Pressure line purge completed before restart authorization.
+22242,2024-03-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.906,False,Humidity climbed during dock-door open period in afternoon shift.
+22243,2024-03-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.048,False,Night shift startup produced higher than normal vibration floor.
+22244,2024-03-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.72,False,Condensation warning cleared after dehumidifier ramp-up.
+22245,2024-03-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Sensor battery health remains nominal after firmware update.
+22246,2024-03-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.005,False,Telemetry quality flag downgraded during sensor self-test window.
+22247,2024-03-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.162,False,Sensor enclosure opened for manual calibration verification.
+22248,2024-03-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.174,False,SCADA backfill inserted two delayed telemetry points.
+22249,2024-03-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.005,False,Telemetry quality flag downgraded during sensor self-test window.
+22250,2024-03-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.438,False,Telemetry quality flag downgraded during sensor self-test window.
+22251,2024-03-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.352,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22252,2024-03-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.295,False,Operator reset acknowledged after red-tag inspection.
+22253,2024-03-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Short-lived packet loss observed at edge gateway gw-02.
+22254,2024-03-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.121,False,Quality team requested trace review for lot 24-118B.
+22255,2024-03-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.541,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22256,2024-03-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.482,False,Edge collector replayed buffered events after network recovery.
+22257,2024-03-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.115,False,Humidity climbed during dock-door open period in afternoon shift.
+22258,2024-03-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.502,False,Thermal ramp exceeded expected warmup curve before shift start.
+22259,2024-03-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.163,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22260,2024-03-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.415,False,Temperature variance narrowed after coolant nozzle cleaning.
+22261,2024-03-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.444,False,Humidity climbed during dock-door open period in afternoon shift.
+22262,2024-03-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.214,False,Dust extraction fan offline for 18 minutes on line finishing.
+22263,2024-03-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.977,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22264,2024-03-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22265,2024-03-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.937,False,Air handler maintenance reduced humidity variance on finishing line.
+22266,2024-03-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.577,False,Maintenance scheduler deferred calibration due to spare shortage.
+22267,2024-03-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.513,False,Machine throughput increase drove sustained pressure uplift.
+22268,2024-03-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.094,False,Transient outlier matched forklift impact near cabinet wall.
+22269,2024-03-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22270,2024-03-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.45,False,Reliability engineer tagged sample window for model retraining.
+22271,2024-03-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Machine idle period extended during planned sanitation window.
+22272,2024-03-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.709,False,Packaging line stop reduced adjacent vibration background.
+22273,2024-03-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.418,False,Unbalanced load introduced cyclical pressure ripple.
+22274,2024-03-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.385,False,Quality team requested trace review for lot 24-118B.
+22275,2024-03-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.108,False,Short-lived packet loss observed at edge gateway gw-02.
+22276,2024-03-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.224,False,Quality hold reduced finishing booth activity for one shift.
+22277,2024-03-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Vibration harmonics broadened during extended production run.
+22278,2024-03-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22279,2024-03-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.363,False,Pressure line purge completed before restart authorization.
+22280,2024-03-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.932,False,Pressure line purge completed before restart authorization.
+22281,2024-03-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Vibration baseline recovered after tool holder replacement.
+22282,2024-03-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.202,False,Vibration burst exceeds envelope during tool change cycle.
+22283,2024-03-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.187,False,Vibration harmonics broadened during extended production run.
+22284,2024-03-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.513,False,Press cycle dwell time lengthened during high-volume batch.
+22285,2024-03-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,SCADA backfill inserted two delayed telemetry points.
+22286,2024-03-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.215,False,Unbalanced load introduced cyclical pressure ripple.
+22287,2024-03-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.657,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22288,2024-03-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.427,False,Supervisory alert generated after three consecutive threshold breaches.
+22289,2024-03-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.877,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22290,2024-03-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.851,False,Sensor battery health remains nominal after firmware update.
+22291,2024-03-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.794,False,Thermal overshoot event coincided with recipe change on furnace.
+22292,2024-03-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.604,False,Operator reported intermittent chatter on machine CNC-04.
+22293,2024-03-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,SCADA backfill inserted two delayed telemetry points.
+22294,2024-03-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.988,False,Humidity excursion near finishing booth during coating run.
+22295,2024-03-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.196,False,Maintenance note logged for coupling imbalance inspection.
+22296,2024-03-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.71,False,Pressure peak corresponds to oversized billet batch processing.
+22297,2024-03-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Sensor signal clipping observed during startup surge.
+22298,2024-03-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.903,False,Machine idle period extended during planned sanitation window.
+22299,2024-03-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.487,False,Air handler maintenance reduced humidity variance on finishing line.
+22300,2024-03-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Temporary gateway failover completed without data loss.
+22301,2024-03-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22302,2024-03-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.708,False,Air handler maintenance reduced humidity variance on finishing line.
+22303,2024-03-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22304,2024-03-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22305,2024-03-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Calibration check overdue by 11 days for press-line transducer.
+22306,2024-03-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.229,False,Vibration harmonics broadened during extended production run.
+22307,2024-03-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Vibration baseline recovered after tool holder replacement.
+22308,2024-03-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.866,False,Air handler maintenance reduced humidity variance on finishing line.
+22309,2024-03-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.473,False,Pressure line purge completed before restart authorization.
+22310,2024-03-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.447,False,Transient outlier matched forklift impact near cabinet wall.
+22311,2024-03-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.01,False,Thermal overshoot event coincided with recipe change on furnace.
+22312,2024-03-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.109,False,Sensor heartbeat delayed by one interval after gateway retry.
+22313,2024-03-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.903,False,Quality team requested trace review for lot 24-118B.
+22314,2024-03-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.049,False,Maintenance note logged for coupling imbalance inspection.
+22315,2024-03-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.474,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22316,2024-03-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.642,False,Reliability engineer tagged sample window for model retraining.
+22317,2024-03-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.939,False,Pressure peak corresponds to oversized billet batch processing.
+22318,2024-03-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.495,False,Quality hold reduced finishing booth activity for one shift.
+22319,2024-03-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.799,False,Humidity baseline improved after seal replacement.
+22320,2024-03-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.229,False,Thermal ramp exceeded expected warmup curve before shift start.
+22321,2024-03-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Operator reset acknowledged after red-tag inspection.
+22322,2024-03-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.802,False,Shift handoff note referenced unusual noise near press enclosure.
+22323,2024-03-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.983,False,Quality hold reduced finishing booth activity for one shift.
+22324,2024-03-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.891,False,Warning threshold updated for pilot predictive-maintenance model.
+22325,2024-03-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Vibration burst exceeds envelope during tool change cycle.
+22326,2024-03-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.542,False,Reliability engineer tagged sample window for model retraining.
+22327,2024-03-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.516,False,Shift handoff note referenced unusual noise near press enclosure.
+22328,2024-03-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.729,False,Press cycle dwell time lengthened during high-volume batch.
+22329,2024-03-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22330,2024-03-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.801,False,Night shift startup produced higher than normal vibration floor.
+22331,2024-03-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Temperature remained elevated during unscheduled overtime run.
+22332,2024-03-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.52,False,Sensor signal clipping observed during startup surge.
+22333,2024-03-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.985,False,Humidity climbed during dock-door open period in afternoon shift.
+22334,2024-03-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.967,False,Maintenance note logged for coupling imbalance inspection.
+22335,2024-03-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.951,False,Pressure settled back to nominal after valve reseat.
+22336,2024-03-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.551,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22337,2024-03-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.719,False,Vibration harmonics broadened during extended production run.
+22338,2024-03-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.957,False,Supervisory alert generated after three consecutive threshold breaches.
+22339,2024-03-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.876,False,Condensation warning cleared after dehumidifier ramp-up.
+22340,2024-03-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.464,False,Air handler maintenance reduced humidity variance on finishing line.
+22341,2024-03-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.475,False,Machine throughput increase drove sustained pressure uplift.
+22342,2024-03-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.044,False,Thermal overshoot event coincided with recipe change on furnace.
+22343,2024-03-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.702,False,Operator reported intermittent chatter on machine CNC-04.
+22344,2024-03-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.126,False,Sensor signal clipping observed during startup surge.
+22345,2024-03-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22346,2024-03-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.095,False,Condensation warning cleared after dehumidifier ramp-up.
+22347,2024-03-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.662,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22348,2024-03-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.319,False,Press cycle dwell time lengthened during high-volume batch.
+22349,2024-03-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Vibration baseline recovered after tool holder replacement.
+22350,2024-03-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.436,False,Sensor battery health remains nominal after firmware update.
+22351,2024-03-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.535,False,Shift handoff note referenced unusual noise near press enclosure.
+22352,2024-03-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.829,False,Humidity excursion near finishing booth during coating run.
+22353,2024-03-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Vibration burst exceeds envelope during tool change cycle.
+22354,2024-03-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.434,False,Temperature variance narrowed after coolant nozzle cleaning.
+22355,2024-03-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.537,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22356,2024-03-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.212,False,Temperature remained elevated during unscheduled overtime run.
+22357,2024-03-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.188,False,Humidity baseline improved after seal replacement.
+22358,2024-03-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.42,False,Maintenance scheduler deferred calibration due to spare shortage.
+22359,2024-03-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Machine idle period extended during planned sanitation window.
+22360,2024-03-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22361,2024-03-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.912,False,Packaging line stop reduced adjacent vibration background.
+22362,2024-03-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.629,False,Pressure line purge completed before restart authorization.
+22363,2024-03-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.558,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22364,2024-03-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.153,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22365,2024-03-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22366,2024-03-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.314,False,Machine idle period extended during planned sanitation window.
+22367,2024-03-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.012,False,Calibration check overdue by 11 days for press-line transducer.
+22368,2024-03-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.387,False,Vibration harmonics broadened during extended production run.
+22369,2024-03-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22370,2024-03-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Temporary gateway failover completed without data loss.
+22371,2024-03-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.452,False,Sensor heartbeat delayed by one interval after gateway retry.
+22372,2024-03-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.822,False,Operator reset acknowledged after red-tag inspection.
+22373,2024-03-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Vibration burst exceeds envelope during tool change cycle.
+22374,2024-03-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Humidity baseline improved after seal replacement.
+22375,2024-03-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.463,False,Reliability engineer tagged sample window for model retraining.
+22376,2024-03-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.33,False,Coolant loop adjustment reduced chamber temperature spread.
+22377,2024-03-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.666,False,Sensor signal clipping observed during startup surge.
+22378,2024-03-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.441,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22379,2024-03-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22380,2024-03-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.893,False,Transient outlier matched forklift impact near cabinet wall.
+22381,2024-03-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.308,False,Reliability engineer tagged sample window for model retraining.
+22382,2024-03-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.038,False,Night shift startup produced higher than normal vibration floor.
+22383,2024-03-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Pressure line purge completed before restart authorization.
+22384,2024-03-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.785,False,Anomaly review flagged possible bearing wear progression.
+22385,2024-03-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.417,False,Thermal ramp exceeded expected warmup curve before shift start.
+22386,2024-03-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.208,False,Press cycle dwell time lengthened during high-volume batch.
+22387,2024-03-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.843,False,Thermal ramp exceeded expected warmup curve before shift start.
+22388,2024-03-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.278,False,Vibration baseline recovered after tool holder replacement.
+22389,2024-03-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Humidity climbed during dock-door open period in afternoon shift.
+22390,2024-03-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.89,False,Telemetry quality flag downgraded during sensor self-test window.
+22391,2024-03-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Maintenance note logged for coupling imbalance inspection.
+22392,2024-03-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.16,False,Maintenance crew confirmed lubrication interval was missed.
+22393,2024-03-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Anomaly review flagged possible bearing wear progression.
+22394,2024-03-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.125,False,Sensor signal clipping observed during startup surge.
+22395,2024-03-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.739,False,Humidity climbed during dock-door open period in afternoon shift.
+22396,2024-03-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.421,False,Sensor signal clipping observed during startup surge.
+22397,2024-03-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.754,False,Hydraulic line pressure oscillation detected under load.
+22398,2024-03-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.815,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22399,2024-03-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Humidity readings track seasonal rise across late spring.
+22400,2024-03-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.035,False,Sensor signal clipping observed during startup surge.
+22401,2024-03-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22402,2024-03-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.717,False,Night shift startup produced higher than normal vibration floor.
+22403,2024-03-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Reliability engineer tagged sample window for model retraining.
+22404,2024-03-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.689,False,Night shift startup produced higher than normal vibration floor.
+22405,2024-03-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Air handler maintenance reduced humidity variance on finishing line.
+22406,2024-03-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.457,False,Edge collector replayed buffered events after network recovery.
+22407,2024-03-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22408,2024-03-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.759,False,Maintenance note logged for coupling imbalance inspection.
+22409,2024-03-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Maintenance scheduler deferred calibration due to spare shortage.
+22410,2024-03-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.313,False,Maintenance note logged for coupling imbalance inspection.
+22411,2024-03-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Short-lived packet loss observed at edge gateway gw-02.
+22412,2024-03-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.153,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22413,2024-03-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.771,False,Edge collector replayed buffered events after network recovery.
+22414,2024-03-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.509,False,Machine throughput increase drove sustained pressure uplift.
+22415,2024-03-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Vibration harmonics broadened during extended production run.
+22416,2024-03-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.811,False,Packaging line stop reduced adjacent vibration background.
+22417,2024-03-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.917,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22418,2024-03-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.235,False,Operator reported intermittent chatter on machine CNC-04.
+22419,2024-03-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22420,2024-03-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.819,False,SCADA backfill inserted two delayed telemetry points.
+22421,2024-03-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Air handler maintenance reduced humidity variance on finishing line.
+22422,2024-03-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.355,False,Quality team requested trace review for lot 24-118B.
+22423,2024-03-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.073,False,Packaging line stop reduced adjacent vibration background.
+22424,2024-03-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.705,False,Vibration baseline recovered after tool holder replacement.
+22425,2024-03-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.968,False,Condensation warning cleared after dehumidifier ramp-up.
+22426,2024-03-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.031,False,Pressure peak corresponds to oversized billet batch processing.
+22427,2024-03-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.09,False,Telemetry quality flag downgraded during sensor self-test window.
+22428,2024-03-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.643,False,Unbalanced load introduced cyclical pressure ripple.
+22429,2024-03-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Humidity excursion near finishing booth during coating run.
+22430,2024-03-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.253,False,Calibration check overdue by 11 days for press-line transducer.
+22431,2024-03-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.904,False,Night shift startup produced higher than normal vibration floor.
+22432,2024-03-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.179,False,Short-lived packet loss observed at edge gateway gw-02.
+22433,2024-03-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Hydraulic line pressure oscillation detected under load.
+22434,2024-03-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.669,False,Humidity excursion near finishing booth during coating run.
+22435,2024-03-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.714,False,Dust extraction fan offline for 18 minutes on line finishing.
+22436,2024-03-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.202,False,Unbalanced load introduced cyclical pressure ripple.
+22437,2024-03-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Supervisory alert generated after three consecutive threshold breaches.
+22438,2024-03-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.161,False,Maintenance note logged for coupling imbalance inspection.
+22439,2024-03-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Bearing temperature rising faster than baseline on spindle cell.
+22440,2024-03-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.62,False,Vibration burst exceeds envelope during tool change cycle.
+22441,2024-03-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.868,False,Packaging line stop reduced adjacent vibration background.
+22442,2024-03-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Edge collector replayed buffered events after network recovery.
+22443,2024-03-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Air handler maintenance reduced humidity variance on finishing line.
+22444,2024-03-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.949,False,Shift handoff note referenced unusual noise near press enclosure.
+22445,2024-03-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.581,False,Condensation warning cleared after dehumidifier ramp-up.
+22446,2024-03-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.605,False,Operator reset acknowledged after red-tag inspection.
+22447,2024-03-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.037,False,Air handler maintenance reduced humidity variance on finishing line.
+22448,2024-03-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.064,False,SCADA backfill inserted two delayed telemetry points.
+22449,2024-03-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.895,False,Humidity readings track seasonal rise across late spring.
+22450,2024-03-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.802,False,Thermal ramp exceeded expected warmup curve before shift start.
+22451,2024-03-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.582,False,Night shift startup produced higher than normal vibration floor.
+22452,2024-03-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.814,False,Press cycle dwell time lengthened during high-volume batch.
+22453,2024-03-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.308,False,Press cycle dwell time lengthened during high-volume batch.
+22454,2024-03-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.708,False,Pressure peak corresponds to oversized billet batch processing.
+22455,2024-03-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Maintenance note logged for coupling imbalance inspection.
+22456,2024-03-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.469,False,Maintenance crew confirmed lubrication interval was missed.
+22457,2024-03-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.179,False,Sensor battery health remains nominal after firmware update.
+22458,2024-03-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.413,False,Temperature remained elevated during unscheduled overtime run.
+22459,2024-03-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.385,False,Air handler maintenance reduced humidity variance on finishing line.
+22460,2024-03-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,51.262,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22461,2024-03-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Vibration harmonics broadened during extended production run.
+22462,2024-03-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.121,False,Quality team requested trace review for lot 24-118B.
+22463,2024-03-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.362,False,Unbalanced load introduced cyclical pressure ripple.
+22464,2024-03-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.4,False,Pressure line purge completed before restart authorization.
+22465,2024-03-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.053,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22466,2024-03-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.044,False,Sensor enclosure opened for manual calibration verification.
+22467,2024-03-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.607,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22468,2024-03-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.358,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22469,2024-03-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22470,2024-03-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.403,False,Reliability engineer tagged sample window for model retraining.
+22471,2024-03-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Calibration check overdue by 11 days for press-line transducer.
+22472,2024-03-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22473,2024-03-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.118,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22474,2024-03-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.823,False,Vibration baseline recovered after tool holder replacement.
+22475,2024-03-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Short-lived packet loss observed at edge gateway gw-02.
+22476,2024-03-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.586,False,Vibration burst exceeds envelope during tool change cycle.
+22477,2024-03-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.051,False,Pressure peak corresponds to oversized billet batch processing.
+22478,2024-03-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.32,False,Warning threshold updated for pilot predictive-maintenance model.
+22479,2024-03-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.136,False,Sensor signal clipping observed during startup surge.
+22480,2024-03-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.829,False,Packaging line stop reduced adjacent vibration background.
+22481,2024-03-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.868,False,Vibration harmonics broadened during extended production run.
+22482,2024-03-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.025,False,Packaging line stop reduced adjacent vibration background.
+22483,2024-03-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.634,False,Thermal overshoot event coincided with recipe change on furnace.
+22484,2024-03-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22485,2024-03-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.952,False,Humidity climbed during dock-door open period in afternoon shift.
+22486,2024-03-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.871,False,Thermal overshoot event coincided with recipe change on furnace.
+22487,2024-03-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Thermal ramp exceeded expected warmup curve before shift start.
+22488,2024-03-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.042,False,Supervisory alert generated after three consecutive threshold breaches.
+22489,2024-03-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.984,False,Press cycle dwell time lengthened during high-volume batch.
+22490,2024-03-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.199,False,Maintenance note logged for coupling imbalance inspection.
+22491,2024-03-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.212,False,Air handler maintenance reduced humidity variance on finishing line.
+22492,2024-03-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.657,False,SCADA backfill inserted two delayed telemetry points.
+22493,2024-03-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.54,False,Anomaly review flagged possible bearing wear progression.
+22494,2024-03-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.069,False,Transient outlier matched forklift impact near cabinet wall.
+22495,2024-03-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.232,False,Sensor signal clipping observed during startup surge.
+22496,2024-03-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.673,False,Dust extraction fan offline for 18 minutes on line finishing.
+22497,2024-03-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Coolant loop adjustment reduced chamber temperature spread.
+22498,2024-03-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.098,False,Maintenance crew confirmed lubrication interval was missed.
+22499,2024-03-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.992,False,Humidity baseline improved after seal replacement.
+22500,2024-03-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.949,False,Warning threshold updated for pilot predictive-maintenance model.
+22501,2024-03-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Bearing temperature rising faster than baseline on spindle cell.
+22502,2024-03-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.865,False,Pressure peak corresponds to oversized billet batch processing.
+22503,2024-03-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Shift handoff note referenced unusual noise near press enclosure.
+22504,2024-03-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.22,False,Humidity climbed during dock-door open period in afternoon shift.
+22505,2024-03-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Maintenance crew confirmed lubrication interval was missed.
+22506,2024-03-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.038,False,Machine idle period extended during planned sanitation window.
+22507,2024-03-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.007,False,Press cycle dwell time lengthened during high-volume batch.
+22508,2024-03-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.585,False,Thermal overshoot event coincided with recipe change on furnace.
+22509,2024-03-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.85,False,Press cycle dwell time lengthened during high-volume batch.
+22510,2024-03-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.24,False,Condensation warning cleared after dehumidifier ramp-up.
+22511,2024-03-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.104,False,Calibration check overdue by 11 days for press-line transducer.
+22512,2024-03-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.972,False,Transient outlier matched forklift impact near cabinet wall.
+22513,2024-03-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.21,False,Packaging line stop reduced adjacent vibration background.
+22514,2024-03-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.611,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22515,2024-03-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.248,False,Transient outlier matched forklift impact near cabinet wall.
+22516,2024-03-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.849,False,Vibration baseline recovered after tool holder replacement.
+22517,2024-03-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22518,2024-03-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.733,False,Night shift startup produced higher than normal vibration floor.
+22519,2024-03-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.761,False,Temporary gateway failover completed without data loss.
+22520,2024-03-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.224,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22521,2024-03-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22522,2024-03-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.66,False,Pressure settled back to nominal after valve reseat.
+22523,2024-03-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.443,False,Sensor enclosure opened for manual calibration verification.
+22524,2024-03-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.705,False,Coolant loop adjustment reduced chamber temperature spread.
+22525,2024-03-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.978,False,Temporary gateway failover completed without data loss.
+22526,2024-03-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.381,False,Hydraulic line pressure oscillation detected under load.
+22527,2024-03-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Quality hold reduced finishing booth activity for one shift.
+22528,2024-03-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.011,False,Supervisory alert generated after three consecutive threshold breaches.
+22529,2024-03-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22530,2024-03-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.212,False,Sensor heartbeat delayed by one interval after gateway retry.
+22531,2024-03-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Vibration harmonics broadened during extended production run.
+22532,2024-03-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.836,False,Sensor enclosure opened for manual calibration verification.
+22533,2024-03-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.343,False,Vibration harmonics broadened during extended production run.
+22534,2024-03-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.912,False,SCADA backfill inserted two delayed telemetry points.
+22535,2024-03-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.84,False,Machine idle period extended during planned sanitation window.
+22536,2024-03-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.948,False,Anomaly review flagged possible bearing wear progression.
+22537,2024-03-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
+22538,2024-03-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.188,False,Humidity baseline improved after seal replacement.
+22539,2024-03-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.428,False,Temperature variance narrowed after coolant nozzle cleaning.
+22540,2024-03-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.558,False,Humidity baseline improved after seal replacement.
+22541,2024-03-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.165,False,Vibration harmonics broadened during extended production run.
+22542,2024-03-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.033,False,Machine throughput increase drove sustained pressure uplift.
+22543,2024-03-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.307,False,Calibration check overdue by 11 days for press-line transducer.
+22544,2024-03-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.195,False,Sensor enclosure opened for manual calibration verification.
+22545,2024-03-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Transient outlier matched forklift impact near cabinet wall.
+22546,2024-03-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.306,False,Humidity excursion near finishing booth during coating run.
+22547,2024-03-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.811,False,Anomaly review flagged possible bearing wear progression.
+22548,2024-03-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.778,False,Temporary gateway failover completed without data loss.
+22549,2024-03-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Press cycle dwell time lengthened during high-volume batch.
+22550,2024-03-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.994,False,Temporary gateway failover completed without data loss.
+22551,2024-03-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Humidity excursion near finishing booth during coating run.
+22552,2024-03-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.04,False,Sensor heartbeat delayed by one interval after gateway retry.
+22553,2024-03-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Pressure settled back to nominal after valve reseat.
+22554,2024-03-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.469,False,Bearing temperature rising faster than baseline on spindle cell.
+22555,2024-03-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.462,False,Pressure line purge completed before restart authorization.
+22556,2024-03-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.101,False,Temperature remained elevated during unscheduled overtime run.
+22557,2024-03-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Calibration check overdue by 11 days for press-line transducer.
+22558,2024-03-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.199,False,Edge collector replayed buffered events after network recovery.
+22559,2024-03-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.322,False,Quality hold reduced finishing booth activity for one shift.
+22560,2024-03-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.568,False,Sensor signal clipping observed during startup surge.
+22561,2024-03-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Operator reported intermittent chatter on machine CNC-04.
+22562,2024-03-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.561,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22563,2024-03-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.373,False,Warning threshold updated for pilot predictive-maintenance model.
+22564,2024-03-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.516,False,Sensor enclosure opened for manual calibration verification.
+22565,2024-03-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Condensation warning cleared after dehumidifier ramp-up.
+22566,2024-03-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.852,False,Shift handoff note referenced unusual noise near press enclosure.
+22567,2024-03-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.513,False,Bearing temperature rising faster than baseline on spindle cell.
+22568,2024-03-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.892,False,Telemetry quality flag downgraded during sensor self-test window.
+22569,2024-03-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.575,False,Edge collector replayed buffered events after network recovery.
+22570,2024-03-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.833,False,Shift handoff note referenced unusual noise near press enclosure.
+22571,2024-03-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Humidity baseline improved after seal replacement.
+22572,2024-03-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.62,False,Shift handoff note referenced unusual noise near press enclosure.
+22573,2024-03-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Unbalanced load introduced cyclical pressure ripple.
+22574,2024-03-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.678,False,Transient outlier matched forklift impact near cabinet wall.
+22575,2024-03-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.717,False,Maintenance note logged for coupling imbalance inspection.
+22576,2024-03-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.012,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22577,2024-03-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Vibration baseline recovered after tool holder replacement.
+22578,2024-03-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.363,False,Condensation warning cleared after dehumidifier ramp-up.
+22579,2024-03-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22580,2024-03-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.378,False,Edge collector replayed buffered events after network recovery.
+22581,2024-03-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Packaging line stop reduced adjacent vibration background.
+22582,2024-03-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.266,False,Humidity climbed during dock-door open period in afternoon shift.
+22583,2024-03-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.5,False,Sensor heartbeat delayed by one interval after gateway retry.
+22584,2024-03-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.476,False,Thermal overshoot event coincided with recipe change on furnace.
+22585,2024-03-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.456,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22586,2024-03-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.436,False,Supervisory alert generated after three consecutive threshold breaches.
+22587,2024-03-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Temperature remained elevated during unscheduled overtime run.
+22588,2024-03-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.967,False,Hydraulic line pressure oscillation detected under load.
+22589,2024-03-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.255,False,Maintenance note logged for coupling imbalance inspection.
+22590,2024-03-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.839,False,Vibration harmonics broadened during extended production run.
+22591,2024-03-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.262,False,Temporary gateway failover completed without data loss.
+22592,2024-03-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.599,False,Vibration harmonics broadened during extended production run.
+22593,2024-03-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.08,False,Pressure peak corresponds to oversized billet batch processing.
+22594,2024-03-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.309,False,Maintenance scheduler deferred calibration due to spare shortage.
+22595,2024-03-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.032,False,Humidity climbed during dock-door open period in afternoon shift.
+22596,2024-03-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.641,False,Humidity baseline improved after seal replacement.
+22597,2024-03-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Operator reset acknowledged after red-tag inspection.
+22598,2024-03-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.627,False,Pressure settled back to nominal after valve reseat.
+22599,2024-03-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Edge collector replayed buffered events after network recovery.
+22600,2024-03-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.608,False,Warning threshold updated for pilot predictive-maintenance model.
+22601,2024-03-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Temporary gateway failover completed without data loss.
+22602,2024-03-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.31,False,Edge collector replayed buffered events after network recovery.
+22603,2024-03-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.152,False,Temperature variance narrowed after coolant nozzle cleaning.
+22604,2024-03-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.56,False,Transient outlier matched forklift impact near cabinet wall.
+22605,2024-03-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Unbalanced load introduced cyclical pressure ripple.
+22606,2024-03-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.564,False,Vibration burst exceeds envelope during tool change cycle.
+22607,2024-03-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Vibration burst exceeds envelope during tool change cycle.
+22608,2024-03-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.15,False,Shift handoff note referenced unusual noise near press enclosure.
+22609,2024-03-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.378,False,Temperature variance narrowed after coolant nozzle cleaning.
+22610,2024-03-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.973,False,Humidity readings track seasonal rise across late spring.
+22611,2024-03-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.732,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22612,2024-03-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.845,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22613,2024-03-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Packaging line stop reduced adjacent vibration background.
+22614,2024-03-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.212,False,Machine throughput increase drove sustained pressure uplift.
+22615,2024-03-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22616,2024-03-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.524,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22617,2024-03-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22618,2024-03-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.287,False,Humidity baseline improved after seal replacement.
+22619,2024-03-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Thermal overshoot event coincided with recipe change on furnace.
+22620,2024-03-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.619,False,Dust extraction fan offline for 18 minutes on line finishing.
+22621,2024-03-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Reliability engineer tagged sample window for model retraining.
+22622,2024-03-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.184,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22623,2024-03-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.982,False,Vibration baseline recovered after tool holder replacement.
+22624,2024-03-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.02,False,Humidity baseline improved after seal replacement.
+22625,2024-03-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Pressure line purge completed before restart authorization.
+22626,2024-03-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.155,False,SCADA backfill inserted two delayed telemetry points.
+22627,2024-03-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Sensor enclosure opened for manual calibration verification.
+22628,2024-03-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.94,False,Pressure peak corresponds to oversized billet batch processing.
+22629,2024-03-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Machine throughput increase drove sustained pressure uplift.
+22630,2024-03-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.619,False,Thermal ramp exceeded expected warmup curve before shift start.
+22631,2024-03-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Temporary gateway failover completed without data loss.
+22632,2024-03-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.986,False,Thermal overshoot event coincided with recipe change on furnace.
+22633,2024-03-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.033,False,Air handler maintenance reduced humidity variance on finishing line.
+22634,2024-03-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.231,False,Pressure peak corresponds to oversized billet batch processing.
+22635,2024-03-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22636,2024-03-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.956,False,Anomaly review flagged possible bearing wear progression.
+22637,2024-03-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.745,False,Vibration harmonics broadened during extended production run.
+22638,2024-03-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.897,False,Pressure peak corresponds to oversized billet batch processing.
+22639,2024-03-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Transient outlier matched forklift impact near cabinet wall.
+22640,2024-03-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.836,False,Quality team requested trace review for lot 24-118B.
+22641,2024-03-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Sensor battery health remains nominal after firmware update.
+22642,2024-03-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.865,False,Calibration check overdue by 11 days for press-line transducer.
+22643,2024-03-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Condensation warning cleared after dehumidifier ramp-up.
+22644,2024-03-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.129,False,Maintenance scheduler deferred calibration due to spare shortage.
+22645,2024-03-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.115,False,Humidity baseline improved after seal replacement.
+22646,2024-03-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.32,False,Machine throughput increase drove sustained pressure uplift.
+22647,2024-03-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.387,False,Humidity excursion near finishing booth during coating run.
+22648,2024-03-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.669,False,Temperature variance narrowed after coolant nozzle cleaning.
+22649,2024-03-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.641,False,Dust extraction fan offline for 18 minutes on line finishing.
+22650,2024-03-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.772,False,Sensor signal clipping observed during startup surge.
+22651,2024-03-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Pressure settled back to nominal after valve reseat.
+22652,2024-03-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.213,False,Vibration harmonics broadened during extended production run.
+22653,2024-03-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.229,False,Machine idle period extended during planned sanitation window.
+22654,2024-03-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.988,False,Calibration check overdue by 11 days for press-line transducer.
+22655,2024-03-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Calibration check overdue by 11 days for press-line transducer.
+22656,2024-03-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.37,False,Sensor enclosure opened for manual calibration verification.
+22657,2024-03-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Machine idle period extended during planned sanitation window.
+22658,2024-03-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.072,False,Condensation warning cleared after dehumidifier ramp-up.
+22659,2024-03-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22660,2024-03-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.862,False,Maintenance note logged for coupling imbalance inspection.
+22661,2024-03-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.351,False,Reliability engineer tagged sample window for model retraining.
+22662,2024-03-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.134,False,Pressure settled back to nominal after valve reseat.
+22663,2024-03-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Humidity readings track seasonal rise across late spring.
+22664,2024-03-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.874,False,Air handler maintenance reduced humidity variance on finishing line.
+22665,2024-03-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Sensor heartbeat delayed by one interval after gateway retry.
+22666,2024-03-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.433,False,Night shift startup produced higher than normal vibration floor.
+22667,2024-03-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.413,False,Thermal overshoot event coincided with recipe change on furnace.
+22668,2024-03-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.104,False,Quality team requested trace review for lot 24-118B.
+22669,2024-03-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.085,False,Reliability engineer tagged sample window for model retraining.
+22670,2024-03-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.027,False,Humidity baseline improved after seal replacement.
+22671,2024-03-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Maintenance crew confirmed lubrication interval was missed.
+22672,2024-03-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.879,False,Operator reported intermittent chatter on machine CNC-04.
+22673,2024-03-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.547,False,Coolant loop adjustment reduced chamber temperature spread.
+22674,2024-03-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.592,False,Short-lived packet loss observed at edge gateway gw-02.
+22675,2024-03-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Sensor enclosure opened for manual calibration verification.
+22676,2024-03-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.951,False,Pressure line purge completed before restart authorization.
+22677,2024-03-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Condensation warning cleared after dehumidifier ramp-up.
+22678,2024-03-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.183,False,Dust extraction fan offline for 18 minutes on line finishing.
+22679,2024-03-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Telemetry quality flag downgraded during sensor self-test window.
+22680,2024-03-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.282,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22681,2024-03-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.615,False,Vibration burst exceeds envelope during tool change cycle.
+22682,2024-03-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.333,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22683,2024-03-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.883,False,Press cycle dwell time lengthened during high-volume batch.
+22684,2024-03-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.219,False,Temperature variance narrowed after coolant nozzle cleaning.
+22685,2024-03-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,SCADA backfill inserted two delayed telemetry points.
+22686,2024-03-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.371,False,Air handler maintenance reduced humidity variance on finishing line.
+22687,2024-03-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Shift handoff note referenced unusual noise near press enclosure.
+22688,2024-03-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.965,False,Unbalanced load introduced cyclical pressure ripple.
+22689,2024-03-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.188,False,Operator reported intermittent chatter on machine CNC-04.
+22690,2024-03-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.537,False,Press cycle dwell time lengthened during high-volume batch.
+22691,2024-03-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Sensor signal clipping observed during startup surge.
+22692,2024-03-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.441,False,Operator reported intermittent chatter on machine CNC-04.
+22693,2024-03-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.884,False,Humidity climbed during dock-door open period in afternoon shift.
+22694,2024-03-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.036,False,Packaging line stop reduced adjacent vibration background.
+22695,2024-03-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Operator reset acknowledged after red-tag inspection.
+22696,2024-03-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.008,False,Reliability engineer tagged sample window for model retraining.
+22697,2024-03-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22698,2024-03-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.687,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22699,2024-03-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Sensor heartbeat delayed by one interval after gateway retry.
+22700,2024-03-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.498,False,Night shift startup produced higher than normal vibration floor.
+22701,2024-03-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Unbalanced load introduced cyclical pressure ripple.
+22702,2024-03-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.065,False,Reliability engineer tagged sample window for model retraining.
+22703,2024-03-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.811,False,Warning threshold updated for pilot predictive-maintenance model.
+22704,2024-03-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.906,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22705,2024-03-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.987,False,Unbalanced load introduced cyclical pressure ripple.
+22706,2024-03-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.626,False,Vibration baseline recovered after tool holder replacement.
+22707,2024-03-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.316,False,Supervisory alert generated after three consecutive threshold breaches.
+22708,2024-03-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.676,False,Warning threshold updated for pilot predictive-maintenance model.
+22709,2024-03-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Temperature remained elevated during unscheduled overtime run.
+22710,2024-03-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.687,False,Warning threshold updated for pilot predictive-maintenance model.
+22711,2024-03-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.387,False,Humidity climbed during dock-door open period in afternoon shift.
+22712,2024-03-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.716,False,Sensor battery health remains nominal after firmware update.
+22713,2024-03-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.1,False,Vibration harmonics broadened during extended production run.
+22714,2024-03-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.396,False,Maintenance note logged for coupling imbalance inspection.
+22715,2024-03-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.724,False,Edge collector replayed buffered events after network recovery.
+22716,2024-03-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.435,False,Machine throughput increase drove sustained pressure uplift.
+22717,2024-03-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Operator reported intermittent chatter on machine CNC-04.
+22718,2024-03-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.751,False,Humidity baseline improved after seal replacement.
+22719,2024-03-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Sensor heartbeat delayed by one interval after gateway retry.
+22720,2024-03-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.957,False,Coolant loop adjustment reduced chamber temperature spread.
+22721,2024-03-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Night shift startup produced higher than normal vibration floor.
+22722,2024-03-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.132,False,Operator reported intermittent chatter on machine CNC-04.
+22723,2024-03-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Thermal ramp exceeded expected warmup curve before shift start.
+22724,2024-03-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.688,False,Supervisory alert generated after three consecutive threshold breaches.
+22725,2024-03-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.669,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22726,2024-03-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.791,False,Packaging line stop reduced adjacent vibration background.
+22727,2024-03-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Quality team requested trace review for lot 24-118B.
+22728,2024-03-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.462,False,Quality team requested trace review for lot 24-118B.
+22729,2024-03-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.008,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22730,2024-03-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.051,False,Telemetry quality flag downgraded during sensor self-test window.
+22731,2024-03-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.106,False,Machine idle period extended during planned sanitation window.
+22732,2024-03-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.465,False,Reliability engineer tagged sample window for model retraining.
+22733,2024-03-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Short-lived packet loss observed at edge gateway gw-02.
+22734,2024-03-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.926,False,Temperature variance narrowed after coolant nozzle cleaning.
+22735,2024-03-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.673,False,Reliability engineer tagged sample window for model retraining.
+22736,2024-03-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.05,False,Machine idle period extended during planned sanitation window.
+22737,2024-03-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Packaging line stop reduced adjacent vibration background.
+22738,2024-03-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.968,False,Maintenance note logged for coupling imbalance inspection.
+22739,2024-03-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.55,False,Packaging line stop reduced adjacent vibration background.
+22740,2024-03-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.134,False,Bearing temperature rising faster than baseline on spindle cell.
+22741,2024-03-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Pressure peak corresponds to oversized billet batch processing.
+22742,2024-03-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.388,False,Operator reset acknowledged after red-tag inspection.
+22743,2024-03-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22744,2024-03-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.114,False,Humidity readings track seasonal rise across late spring.
+22745,2024-03-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.509,False,Sensor heartbeat delayed by one interval after gateway retry.
+22746,2024-03-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.056,False,Air handler maintenance reduced humidity variance on finishing line.
+22747,2024-03-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.817,False,Coolant loop adjustment reduced chamber temperature spread.
+22748,2024-03-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.154,False,Temporary gateway failover completed without data loss.
+22749,2024-03-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.687,False,Vibration burst exceeds envelope during tool change cycle.
+22750,2024-03-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.344,False,Pressure peak corresponds to oversized billet batch processing.
+22751,2024-03-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Operator reset acknowledged after red-tag inspection.
+22752,2024-03-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.259,False,Operator reported intermittent chatter on machine CNC-04.
+22753,2024-03-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.033,False,Supervisory alert generated after three consecutive threshold breaches.
+22754,2024-03-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.334,False,Temperature remained elevated during unscheduled overtime run.
+22755,2024-03-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.898,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22756,2024-03-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.46,False,Quality hold reduced finishing booth activity for one shift.
+22757,2024-03-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Condensation warning cleared after dehumidifier ramp-up.
+22758,2024-03-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.11,False,Supervisory alert generated after three consecutive threshold breaches.
+22759,2024-03-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.503,False,Temperature variance narrowed after coolant nozzle cleaning.
+22760,2024-03-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.827,False,Night shift startup produced higher than normal vibration floor.
+22761,2024-03-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Temporary gateway failover completed without data loss.
+22762,2024-03-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.883,False,Sensor signal clipping observed during startup surge.
+22763,2024-03-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.127,False,Pressure line purge completed before restart authorization.
+22764,2024-03-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.434,False,Maintenance note logged for coupling imbalance inspection.
+22765,2024-03-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.528,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22766,2024-03-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.59,False,Dust extraction fan offline for 18 minutes on line finishing.
+22767,2024-03-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Sensor signal clipping observed during startup surge.
+22768,2024-03-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.734,False,Humidity climbed during dock-door open period in afternoon shift.
+22769,2024-03-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.9,False,Temporary gateway failover completed without data loss.
+22770,2024-03-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.356,False,Transient outlier matched forklift impact near cabinet wall.
+22771,2024-03-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Quality team requested trace review for lot 24-118B.
+22772,2024-03-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.128,False,Calibration check overdue by 11 days for press-line transducer.
+22773,2024-03-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.95,False,Maintenance crew confirmed lubrication interval was missed.
+22774,2024-03-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.245,False,Air handler maintenance reduced humidity variance on finishing line.
+22775,2024-03-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.229,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22776,2024-03-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.524,False,Operator reset acknowledged after red-tag inspection.
+22777,2024-03-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Sensor heartbeat delayed by one interval after gateway retry.
+22778,2024-03-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.527,False,Reliability engineer tagged sample window for model retraining.
+22779,2024-03-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.752,False,Temporary gateway failover completed without data loss.
+22780,2024-03-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.051,False,Night shift startup produced higher than normal vibration floor.
+22781,2024-03-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Vibration burst exceeds envelope during tool change cycle.
+22782,2024-03-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.054,False,Pressure line purge completed before restart authorization.
+22783,2024-03-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.902,False,Vibration baseline recovered after tool holder replacement.
+22784,2024-03-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.791,False,Reliability engineer tagged sample window for model retraining.
+22785,2024-03-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.834,False,Packaging line stop reduced adjacent vibration background.
+22786,2024-03-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.477,False,Packaging line stop reduced adjacent vibration background.
+22787,2024-03-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.897,False,Humidity baseline improved after seal replacement.
+22788,2024-03-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.903,False,Operator reset acknowledged after red-tag inspection.
+22789,2024-03-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Thermal ramp exceeded expected warmup curve before shift start.
+22790,2024-03-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.144,False,Operator reported intermittent chatter on machine CNC-04.
+22791,2024-03-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.209,False,Vibration baseline recovered after tool holder replacement.
+22792,2024-03-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.113,False,Vibration harmonics broadened during extended production run.
+22793,2024-03-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.197,False,Pressure settled back to nominal after valve reseat.
+22794,2024-03-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.549,False,Vibration harmonics broadened during extended production run.
+22795,2024-03-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.936,False,Night shift startup produced higher than normal vibration floor.
+22796,2024-03-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.776,False,SCADA backfill inserted two delayed telemetry points.
+22797,2024-03-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.426,False,Temporary gateway failover completed without data loss.
+22798,2024-03-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.481,False,Coolant loop adjustment reduced chamber temperature spread.
+22799,2024-03-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.745,False,Temporary gateway failover completed without data loss.
+22800,2024-03-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.924,False,Sensor signal clipping observed during startup surge.
+22801,2024-03-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Vibration burst exceeds envelope during tool change cycle.
+22802,2024-03-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.491,False,Machine idle period extended during planned sanitation window.
+22803,2024-03-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.537,False,Air handler maintenance reduced humidity variance on finishing line.
+22804,2024-03-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.182,False,Humidity climbed during dock-door open period in afternoon shift.
+22805,2024-03-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Humidity climbed during dock-door open period in afternoon shift.
+22806,2024-03-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.995,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22807,2024-03-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.229,False,Humidity readings track seasonal rise across late spring.
+22808,2024-03-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.72,False,Packaging line stop reduced adjacent vibration background.
+22809,2024-03-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.823,False,Vibration burst exceeds envelope during tool change cycle.
+22810,2024-03-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.967,False,Press cycle dwell time lengthened during high-volume batch.
+22811,2024-03-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.474,False,Humidity excursion near finishing booth during coating run.
+22812,2024-03-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.234,False,Temporary gateway failover completed without data loss.
+22813,2024-03-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.926,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22814,2024-03-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.701,False,Maintenance crew confirmed lubrication interval was missed.
+22815,2024-03-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.074,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+22816,2024-03-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.879,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22817,2024-03-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Short-lived packet loss observed at edge gateway gw-02.
+22818,2024-03-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.089,False,Sensor signal clipping observed during startup surge.
+22819,2024-03-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.535,False,Quality hold reduced finishing booth activity for one shift.
+22820,2024-03-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.35,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22821,2024-03-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Hydraulic line pressure oscillation detected under load.
+22822,2024-03-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.252,False,Vibration burst exceeds envelope during tool change cycle.
+22823,2024-03-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Vibration harmonics broadened during extended production run.
+22824,2024-03-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.091,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22825,2024-03-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Machine throughput increase drove sustained pressure uplift.
+22826,2024-03-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.423,False,Temperature remained elevated during unscheduled overtime run.
+22827,2024-03-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Press cycle dwell time lengthened during high-volume batch.
+22828,2024-03-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.194,False,Dust extraction fan offline for 18 minutes on line finishing.
+22829,2024-03-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.499,False,Reliability engineer tagged sample window for model retraining.
+22830,2024-03-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.866,False,Vibration burst exceeds envelope during tool change cycle.
+22831,2024-03-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Vibration baseline recovered after tool holder replacement.
+22832,2024-03-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.058,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22833,2024-03-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.229,False,Air handler maintenance reduced humidity variance on finishing line.
+22834,2024-03-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.949,False,Unbalanced load introduced cyclical pressure ripple.
+22835,2024-03-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22836,2024-03-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.635,False,Packaging line stop reduced adjacent vibration background.
+22837,2024-03-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.061,False,Maintenance crew confirmed lubrication interval was missed.
+22838,2024-03-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.017,False,Telemetry quality flag downgraded during sensor self-test window.
+22839,2024-03-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.171,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22840,2024-03-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.278,False,Thermal ramp exceeded expected warmup curve before shift start.
+22841,2024-03-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.899,False,Coolant loop adjustment reduced chamber temperature spread.
+22842,2024-03-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.436,False,Sensor heartbeat delayed by one interval after gateway retry.
+22843,2024-03-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.54,False,Vibration burst exceeds envelope during tool change cycle.
+22844,2024-03-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22845,2024-03-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Operator reported intermittent chatter on machine CNC-04.
+22846,2024-03-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.762,False,Press cycle dwell time lengthened during high-volume batch.
+22847,2024-03-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.889,False,Edge collector replayed buffered events after network recovery.
+22848,2024-03-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.086,False,Sensor signal clipping observed during startup surge.
+22849,2024-03-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Quality team requested trace review for lot 24-118B.
+22850,2024-03-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.118,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22851,2024-03-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.993,False,Condensation warning cleared after dehumidifier ramp-up.
+22852,2024-03-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.97,False,Sensor enclosure opened for manual calibration verification.
+22853,2024-03-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.273,False,Supervisory alert generated after three consecutive threshold breaches.
+22854,2024-03-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.8,False,Edge collector replayed buffered events after network recovery.
+22855,2024-03-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.689,False,Pressure peak corresponds to oversized billet batch processing.
+22856,2024-03-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.035,False,Quality team requested trace review for lot 24-118B.
+22857,2024-03-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.006,False,Operator reset acknowledged after red-tag inspection.
+22858,2024-03-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.679,False,Vibration burst exceeds envelope during tool change cycle.
+22859,2024-03-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Supervisory alert generated after three consecutive threshold breaches.
+22860,2024-03-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.894,False,Transient outlier matched forklift impact near cabinet wall.
+22861,2024-03-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.142,False,Hydraulic line pressure oscillation detected under load.
+22862,2024-03-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.825,False,Temperature variance narrowed after coolant nozzle cleaning.
+22863,2024-03-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.59,False,Night shift startup produced higher than normal vibration floor.
+22864,2024-03-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.247,False,Maintenance note logged for coupling imbalance inspection.
+22865,2024-03-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.853,False,Edge collector replayed buffered events after network recovery.
+22866,2024-03-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.451,False,Pressure line purge completed before restart authorization.
+22867,2024-03-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.902,False,Vibration baseline recovered after tool holder replacement.
+22868,2024-03-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.341,False,Supervisory alert generated after three consecutive threshold breaches.
+22869,2024-03-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Machine idle period extended during planned sanitation window.
+22870,2024-03-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.742,False,Press cycle dwell time lengthened during high-volume batch.
+22871,2024-03-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.441,False,Condensation warning cleared after dehumidifier ramp-up.
+22872,2024-03-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.441,False,Warning threshold updated for pilot predictive-maintenance model.
+22873,2024-03-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Humidity climbed during dock-door open period in afternoon shift.
+22874,2024-03-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.305,False,Hydraulic line pressure oscillation detected under load.
+22875,2024-03-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.318,False,Night shift startup produced higher than normal vibration floor.
+22876,2024-03-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.408,False,Unbalanced load introduced cyclical pressure ripple.
+22877,2024-03-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.054,False,Calibration check overdue by 11 days for press-line transducer.
+22878,2024-03-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.691,False,Sensor heartbeat delayed by one interval after gateway retry.
+22879,2024-03-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.77,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22880,2024-03-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.277,False,Humidity readings track seasonal rise across late spring.
+22881,2024-03-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22882,2024-03-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.419,False,Bearing temperature rising faster than baseline on spindle cell.
+22883,2024-03-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.701,False,Short-lived packet loss observed at edge gateway gw-02.
+22884,2024-03-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.027,False,Humidity baseline improved after seal replacement.
+22885,2024-03-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Packaging line stop reduced adjacent vibration background.
+22886,2024-03-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.025,False,Vibration harmonics broadened during extended production run.
+22887,2024-03-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.851,False,Pressure settled back to nominal after valve reseat.
+22888,2024-03-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.223,False,Hydraulic line pressure oscillation detected under load.
+22889,2024-03-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Operator reset acknowledged after red-tag inspection.
+22890,2024-03-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.675,False,Humidity readings track seasonal rise across late spring.
+22891,2024-03-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.843,False,Operator reported intermittent chatter on machine CNC-04.
+22892,2024-03-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.181,False,Pressure line purge completed before restart authorization.
+22893,2024-03-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.879,False,Maintenance crew confirmed lubrication interval was missed.
+22894,2024-03-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.022,False,Temperature remained elevated during unscheduled overtime run.
+22895,2024-03-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.384,False,Humidity climbed during dock-door open period in afternoon shift.
+22896,2024-03-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.702,False,Edge collector replayed buffered events after network recovery.
+22897,2024-03-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Shift handoff note referenced unusual noise near press enclosure.
+22898,2024-03-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.62,False,Warning threshold updated for pilot predictive-maintenance model.
+22899,2024-03-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Bearing temperature rising faster than baseline on spindle cell.
+22900,2024-03-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.245,False,Quality team requested trace review for lot 24-118B.
+22901,2024-03-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22902,2024-03-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.291,False,Bearing temperature rising faster than baseline on spindle cell.
+22903,2024-03-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.957,False,Shift handoff note referenced unusual noise near press enclosure.
+22904,2024-03-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.59,False,Thermal overshoot event coincided with recipe change on furnace.
+22905,2024-03-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.815,False,Humidity readings track seasonal rise across late spring.
+22906,2024-03-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.773,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22907,2024-03-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.729,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22908,2024-03-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.865,False,Sensor signal clipping observed during startup surge.
+22909,2024-03-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.15,False,Operator reported intermittent chatter on machine CNC-04.
+22910,2024-03-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.021,False,Vibration baseline recovered after tool holder replacement.
+22911,2024-03-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22912,2024-03-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.231,False,Temporary gateway failover completed without data loss.
+22913,2024-03-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22914,2024-03-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.208,False,Supervisory alert generated after three consecutive threshold breaches.
+22915,2024-03-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.606,False,Pressure line purge completed before restart authorization.
+22916,2024-03-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.507,False,Sensor heartbeat delayed by one interval after gateway retry.
+22917,2024-03-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.99,False,Vibration baseline recovered after tool holder replacement.
+22918,2024-03-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.353,False,Calibration check overdue by 11 days for press-line transducer.
+22919,2024-03-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Sensor signal clipping observed during startup surge.
+22920,2024-03-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.891,False,Sensor heartbeat delayed by one interval after gateway retry.
+22921,2024-03-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.756,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22922,2024-03-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.258,False,Maintenance note logged for coupling imbalance inspection.
+22923,2024-03-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.994,False,Coolant loop adjustment reduced chamber temperature spread.
+22924,2024-03-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.375,False,Hydraulic line pressure oscillation detected under load.
+22925,2024-03-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Condensation warning cleared after dehumidifier ramp-up.
+22926,2024-03-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.93,False,Telemetry quality flag downgraded during sensor self-test window.
+22927,2024-03-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.131,False,Coolant loop adjustment reduced chamber temperature spread.
+22928,2024-03-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.193,False,Thermal overshoot event coincided with recipe change on furnace.
+22929,2024-03-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Warning threshold updated for pilot predictive-maintenance model.
+22930,2024-03-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
+22931,2024-03-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.993,False,Hydraulic line pressure oscillation detected under load.
+22932,2024-03-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.229,False,Night shift startup produced higher than normal vibration floor.
+22933,2024-03-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.749,False,Transient outlier matched forklift impact near cabinet wall.
+22934,2024-03-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.361,False,Humidity baseline improved after seal replacement.
+22935,2024-03-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.46,False,Quality team requested trace review for lot 24-118B.
+22936,2024-03-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.691,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22937,2024-03-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Thermal overshoot event coincided with recipe change on furnace.
+22938,2024-03-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.944,False,Temperature variance narrowed after coolant nozzle cleaning.
+22939,2024-03-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.582,False,Vibration harmonics broadened during extended production run.
+22940,2024-03-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.078,False,Heat-treat furnace door cycling increased localized temperature spikes.
+22941,2024-03-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.81,False,Vibration harmonics broadened during extended production run.
+22942,2024-03-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22943,2024-03-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.849,False,Maintenance scheduler deferred calibration due to spare shortage.
+22944,2024-03-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.793,False,Sensor heartbeat delayed by one interval after gateway retry.
+22945,2024-03-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.711,False,Reliability engineer tagged sample window for model retraining.
+22946,2024-03-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.847,False,Humidity readings track seasonal rise across late spring.
+22947,2024-03-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Bearing temperature rising faster than baseline on spindle cell.
+22948,2024-03-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.915,False,Operator reported intermittent chatter on machine CNC-04.
+22949,2024-03-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.871,False,Unbalanced load introduced cyclical pressure ripple.
+22950,2024-03-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.66,False,Sensor enclosure opened for manual calibration verification.
+22951,2024-03-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.218,False,Coolant loop adjustment reduced chamber temperature spread.
+22952,2024-03-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.503,False,Telemetry quality flag downgraded during sensor self-test window.
+22953,2024-03-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Anomaly review flagged possible bearing wear progression.
+22954,2024-03-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.308,False,Vibration burst exceeds envelope during tool change cycle.
+22955,2024-03-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.132,False,Ambient temperature stabilized after HVAC stage-two engagement.
+22956,2024-03-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.502,False,Operator reported intermittent chatter on machine CNC-04.
+22957,2024-03-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Pressure peak corresponds to oversized billet batch processing.
+22958,2024-03-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Supervisory alert generated after three consecutive threshold breaches.
+22959,2024-03-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.903,False,Pressure line purge completed before restart authorization.
+22960,2024-03-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.469,False,Sensor heartbeat delayed by one interval after gateway retry.
+22961,2024-03-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Machine throughput increase drove sustained pressure uplift.
+22962,2024-03-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,SCADA backfill inserted two delayed telemetry points.
+22963,2024-03-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.664,False,Operator reset acknowledged after red-tag inspection.
+22964,2024-03-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.0,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+22965,2024-03-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Thermal overshoot event coincided with recipe change on furnace.
+22966,2024-03-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.776,False,Vibration baseline recovered after tool holder replacement.
+22967,2024-03-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.001,False,Humidity baseline improved after seal replacement.
+22968,2024-03-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.857,False,Maintenance crew confirmed lubrication interval was missed.
+22969,2024-03-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.422,False,Warning threshold updated for pilot predictive-maintenance model.
+22970,2024-03-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.88,False,Humidity climbed during dock-door open period in afternoon shift.
+22971,2024-03-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Sensor battery health remains nominal after firmware update.
+22972,2024-03-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.943,False,Pressure peak corresponds to oversized billet batch processing.
+22973,2024-03-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.458,False,Condensation warning cleared after dehumidifier ramp-up.
+22974,2024-03-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.499,False,Unbalanced load introduced cyclical pressure ripple.
+22975,2024-03-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Humidity baseline improved after seal replacement.
+22976,2024-03-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.541,False,Sensor heartbeat delayed by one interval after gateway retry.
+22977,2024-03-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.265,False,Machine throughput increase drove sustained pressure uplift.
+22978,2024-03-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.767,False,Reliability engineer tagged sample window for model retraining.
+22979,2024-03-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Temperature variance narrowed after coolant nozzle cleaning.
+22980,2024-03-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.256,False,Operator reset acknowledged after red-tag inspection.
+22981,2024-03-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.126,False,Packaging line stop reduced adjacent vibration background.
+22982,2024-03-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.182,False,Vibration baseline recovered after tool holder replacement.
+22983,2024-03-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.052,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22984,2024-03-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.125,False,Quality hold reduced finishing booth activity for one shift.
+22985,2024-03-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.28,False,Humidity baseline improved after seal replacement.
+22986,2024-03-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.907,False,Humidity excursion near finishing booth during coating run.
+22987,2024-03-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.884,False,Sensor signal clipping observed during startup surge.
+22988,2024-03-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.961,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+22989,2024-03-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.422,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22990,2024-03-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.489,False,Warning threshold updated for pilot predictive-maintenance model.
+22991,2024-03-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.43,False,Air handler maintenance reduced humidity variance on finishing line.
+22992,2024-03-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
+22993,2024-03-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.156,False,Pressure peak corresponds to oversized billet batch processing.
+22994,2024-03-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.034,False,Shift handoff note referenced unusual noise near press enclosure.
+22995,2024-03-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.903,False,Sensor battery health remains nominal after firmware update.
+22996,2024-03-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.91,False,Anomaly review flagged possible bearing wear progression.
+22997,2024-03-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Supervisory alert generated after three consecutive threshold breaches.
+22998,2024-03-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.864,False,Operator reported intermittent chatter on machine CNC-04.
+22999,2024-03-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.391,False,Press cycle dwell time lengthened during high-volume batch.
+23000,2024-03-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.944,False,Shift handoff note referenced unusual noise near press enclosure.
+23001,2024-03-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.708,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23002,2024-03-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,Vibration baseline recovered after tool holder replacement.
+23003,2024-03-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Operator reported intermittent chatter on machine CNC-04.
+23004,2024-03-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.082,False,Telemetry quality flag downgraded during sensor self-test window.
+23005,2024-03-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.024,False,Humidity readings track seasonal rise across late spring.
+23006,2024-03-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.914,False,SCADA backfill inserted two delayed telemetry points.
+23007,2024-03-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.23,False,Condensation warning cleared after dehumidifier ramp-up.
+23008,2024-03-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.92,False,Quality hold reduced finishing booth activity for one shift.
+23009,2024-03-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Humidity climbed during dock-door open period in afternoon shift.
+23010,2024-03-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.609,False,Thermal ramp exceeded expected warmup curve before shift start.
+23011,2024-03-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Sensor enclosure opened for manual calibration verification.
+23012,2024-03-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23013,2024-03-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Condensation warning cleared after dehumidifier ramp-up.
+23014,2024-03-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.691,False,Bearing temperature rising faster than baseline on spindle cell.
+23015,2024-03-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.127,False,Short-lived packet loss observed at edge gateway gw-02.
+23016,2024-03-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.67,False,Machine throughput increase drove sustained pressure uplift.
+23017,2024-03-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,Condensation warning cleared after dehumidifier ramp-up.
+23018,2024-03-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.426,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23019,2024-03-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.795,False,Pressure settled back to nominal after valve reseat.
+23020,2024-03-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.072,False,Vibration burst exceeds envelope during tool change cycle.
+23021,2024-03-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Hydraulic line pressure oscillation detected under load.
+23022,2024-03-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.293,False,Sensor heartbeat delayed by one interval after gateway retry.
+23023,2024-03-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Short-lived packet loss observed at edge gateway gw-02.
+23024,2024-03-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.212,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23025,2024-03-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Shift handoff note referenced unusual noise near press enclosure.
+23026,2024-03-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.384,False,Telemetry quality flag downgraded during sensor self-test window.
+23027,2024-03-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.953,False,Maintenance crew confirmed lubrication interval was missed.
+23028,2024-03-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.558,False,Bearing temperature rising faster than baseline on spindle cell.
+23029,2024-03-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.568,False,Telemetry quality flag downgraded during sensor self-test window.
+23030,2024-03-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.301,False,Temperature remained elevated during unscheduled overtime run.
+23031,2024-03-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.034,False,Thermal ramp exceeded expected warmup curve before shift start.
+23032,2024-03-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.029,False,Vibration harmonics broadened during extended production run.
+23033,2024-03-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Machine idle period extended during planned sanitation window.
+23034,2024-03-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.701,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23035,2024-03-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.934,False,Sensor signal clipping observed during startup surge.
+23036,2024-03-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.575,False,Pressure peak corresponds to oversized billet batch processing.
+23037,2024-03-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.122,False,Sensor signal clipping observed during startup surge.
+23038,2024-03-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.278,False,Sensor enclosure opened for manual calibration verification.
+23039,2024-03-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.284,False,Press cycle dwell time lengthened during high-volume batch.
+23040,2024-03-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.691,False,Hydraulic line pressure oscillation detected under load.
+23041,2024-03-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.016,False,Machine idle period extended during planned sanitation window.
+23042,2024-03-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.324,False,Hydraulic line pressure oscillation detected under load.
+23043,2024-03-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Humidity excursion near finishing booth during coating run.
+23044,2024-03-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.701,False,Machine throughput increase drove sustained pressure uplift.
+23045,2024-03-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Quality team requested trace review for lot 24-118B.
+23046,2024-03-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.142,False,Reliability engineer tagged sample window for model retraining.
+23047,2024-03-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.97,False,Hydraulic line pressure oscillation detected under load.
+23048,2024-03-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.895,False,Night shift startup produced higher than normal vibration floor.
+23049,2024-03-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.399,False,Unbalanced load introduced cyclical pressure ripple.
+23050,2024-03-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.182,False,Telemetry quality flag downgraded during sensor self-test window.
+23051,2024-03-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23052,2024-03-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.789,False,Sensor heartbeat delayed by one interval after gateway retry.
+23053,2024-03-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Hydraulic line pressure oscillation detected under load.
+23054,2024-03-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.989,False,Anomaly review flagged possible bearing wear progression.
+23055,2024-03-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.38,False,Press cycle dwell time lengthened during high-volume batch.
+23056,2024-03-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.164,False,Coolant loop adjustment reduced chamber temperature spread.
+23057,2024-03-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.462,False,Maintenance crew confirmed lubrication interval was missed.
+23058,2024-03-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.969,False,Temperature remained elevated during unscheduled overtime run.
+23059,2024-03-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.307,False,Dust extraction fan offline for 18 minutes on line finishing.
+23060,2024-03-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.112,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23061,2024-03-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.797,False,Humidity climbed during dock-door open period in afternoon shift.
+23062,2024-03-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.881,False,Hydraulic line pressure oscillation detected under load.
+23063,2024-03-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Maintenance note logged for coupling imbalance inspection.
+23064,2024-03-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.224,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23065,2024-03-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.982,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23066,2024-03-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.869,False,Quality hold reduced finishing booth activity for one shift.
+23067,2024-03-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Supervisory alert generated after three consecutive threshold breaches.
+23068,2024-03-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.962,False,Vibration burst exceeds envelope during tool change cycle.
+23069,2024-03-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.138,False,Maintenance scheduler deferred calibration due to spare shortage.
+23070,2024-03-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.734,False,Anomaly review flagged possible bearing wear progression.
+23071,2024-03-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.553,False,Machine throughput increase drove sustained pressure uplift.
+23072,2024-03-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.011,False,Sensor enclosure opened for manual calibration verification.
+23073,2024-03-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Coolant loop adjustment reduced chamber temperature spread.
+23074,2024-03-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.615,False,Machine idle period extended during planned sanitation window.
+23075,2024-03-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.618,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23076,2024-03-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.559,False,Maintenance note logged for coupling imbalance inspection.
+23077,2024-03-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Vibration harmonics broadened during extended production run.
+23078,2024-03-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.462,False,Calibration check overdue by 11 days for press-line transducer.
+23079,2024-03-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.86,False,Temperature remained elevated during unscheduled overtime run.
+23080,2024-03-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.732,False,Dust extraction fan offline for 18 minutes on line finishing.
+23081,2024-03-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.146,False,Edge collector replayed buffered events after network recovery.
+23082,2024-03-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.347,False,Vibration baseline recovered after tool holder replacement.
+23083,2024-03-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Short-lived packet loss observed at edge gateway gw-02.
+23084,2024-03-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.475,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23085,2024-03-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Sensor battery health remains nominal after firmware update.
+23086,2024-03-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.169,False,Sensor signal clipping observed during startup surge.
+23087,2024-03-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.536,False,Maintenance scheduler deferred calibration due to spare shortage.
+23088,2024-03-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.71,False,Sensor signal clipping observed during startup surge.
+23089,2024-03-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Thermal overshoot event coincided with recipe change on furnace.
+23090,2024-03-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.081,False,Reliability engineer tagged sample window for model retraining.
+23091,2024-03-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.585,False,Pressure line purge completed before restart authorization.
+23092,2024-03-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.188,False,Maintenance scheduler deferred calibration due to spare shortage.
+23093,2024-03-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Pressure settled back to nominal after valve reseat.
+23094,2024-03-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.668,False,SCADA backfill inserted two delayed telemetry points.
+23095,2024-03-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.652,False,Night shift startup produced higher than normal vibration floor.
+23096,2024-03-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.968,False,Temperature remained elevated during unscheduled overtime run.
+23097,2024-03-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.664,False,Temperature remained elevated during unscheduled overtime run.
+23098,2024-03-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.734,False,Maintenance note logged for coupling imbalance inspection.
+23099,2024-03-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.834,False,Sensor battery health remains nominal after firmware update.
+23100,2024-03-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.538,False,Operator reported intermittent chatter on machine CNC-04.
+23101,2024-03-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Edge collector replayed buffered events after network recovery.
+23102,2024-03-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.709,False,SCADA backfill inserted two delayed telemetry points.
+23103,2024-03-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Warning threshold updated for pilot predictive-maintenance model.
+23104,2024-03-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.259,False,Maintenance scheduler deferred calibration due to spare shortage.
+23105,2024-03-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.18,False,Bearing temperature rising faster than baseline on spindle cell.
+23106,2024-03-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.653,False,Humidity baseline improved after seal replacement.
+23107,2024-03-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Bearing temperature rising faster than baseline on spindle cell.
+23108,2024-03-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.936,False,Temporary gateway failover completed without data loss.
+23109,2024-03-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.822,False,Unbalanced load introduced cyclical pressure ripple.
+23110,2024-03-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.229,False,Pressure settled back to nominal after valve reseat.
+23111,2024-03-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Maintenance crew confirmed lubrication interval was missed.
+23112,2024-03-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.501,False,Edge collector replayed buffered events after network recovery.
+23113,2024-03-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Thermal ramp exceeded expected warmup curve before shift start.
+23114,2024-03-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.207,False,Packaging line stop reduced adjacent vibration background.
+23115,2024-03-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Humidity excursion near finishing booth during coating run.
+23116,2024-03-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.68,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23117,2024-03-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23118,2024-03-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.57,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23119,2024-03-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.241,False,Pressure peak corresponds to oversized billet batch processing.
+23120,2024-03-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.735,False,Transient outlier matched forklift impact near cabinet wall.
+23121,2024-03-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.643,False,Humidity climbed during dock-door open period in afternoon shift.
+23122,2024-03-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.594,False,Thermal ramp exceeded expected warmup curve before shift start.
+23123,2024-03-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Dust extraction fan offline for 18 minutes on line finishing.
+23124,2024-03-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.6,False,Anomaly review flagged possible bearing wear progression.
+23125,2024-03-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Humidity excursion near finishing booth during coating run.
+23126,2024-03-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.838,False,Operator reset acknowledged after red-tag inspection.
+23127,2024-03-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Press cycle dwell time lengthened during high-volume batch.
+23128,2024-03-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.643,False,Maintenance note logged for coupling imbalance inspection.
+23129,2024-03-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Machine idle period extended during planned sanitation window.
+23130,2024-03-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.697,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23131,2024-03-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.575,False,Sensor signal clipping observed during startup surge.
+23132,2024-03-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.879,False,Vibration baseline recovered after tool holder replacement.
+23133,2024-03-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Shift handoff note referenced unusual noise near press enclosure.
+23134,2024-03-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Humidity climbed during dock-door open period in afternoon shift.
+23135,2024-03-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.912,False,Temporary gateway failover completed without data loss.
+23136,2024-03-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.124,False,Humidity readings track seasonal rise across late spring.
+23137,2024-03-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Pressure line purge completed before restart authorization.
+23138,2024-03-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.122,False,Vibration burst exceeds envelope during tool change cycle.
+23139,2024-03-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.527,False,SCADA backfill inserted two delayed telemetry points.
+23140,2024-03-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.609,False,Vibration harmonics broadened during extended production run.
+23141,2024-03-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.028,False,SCADA backfill inserted two delayed telemetry points.
+23142,2024-03-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.72,False,Warning threshold updated for pilot predictive-maintenance model.
+23143,2024-03-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Calibration check overdue by 11 days for press-line transducer.
+23144,2024-03-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.647,False,Sensor battery health remains nominal after firmware update.
+23145,2024-03-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,SCADA backfill inserted two delayed telemetry points.
+23146,2024-03-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.032,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23147,2024-03-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.8,False,Bearing temperature rising faster than baseline on spindle cell.
+23148,2024-03-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.416,False,Vibration harmonics broadened during extended production run.
+23149,2024-03-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Vibration baseline recovered after tool holder replacement.
+23150,2024-03-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.722,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23151,2024-03-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.685,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23152,2024-03-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.504,False,Sensor heartbeat delayed by one interval after gateway retry.
+23153,2024-03-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.16,False,Short-lived packet loss observed at edge gateway gw-02.
+23154,2024-03-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.429,False,Maintenance note logged for coupling imbalance inspection.
+23155,2024-03-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.31,False,Warning threshold updated for pilot predictive-maintenance model.
+23156,2024-03-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.076,False,Vibration harmonics broadened during extended production run.
+23157,2024-03-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.512,False,Short-lived packet loss observed at edge gateway gw-02.
+23158,2024-03-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.912,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23159,2024-03-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.887,False,Humidity climbed during dock-door open period in afternoon shift.
+23160,2024-03-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.975,False,Shift handoff note referenced unusual noise near press enclosure.
+23161,2024-03-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.18,False,Edge collector replayed buffered events after network recovery.
+23162,2024-03-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.496,False,Quality hold reduced finishing booth activity for one shift.
+23163,2024-03-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.546,False,Quality hold reduced finishing booth activity for one shift.
+23164,2024-03-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.87,False,Pressure settled back to nominal after valve reseat.
+23165,2024-03-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Coolant loop adjustment reduced chamber temperature spread.
+23166,2024-03-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.812,False,Reliability engineer tagged sample window for model retraining.
+23167,2024-03-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23168,2024-03-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.435,False,Temperature variance narrowed after coolant nozzle cleaning.
+23169,2024-03-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.357,False,Temporary gateway failover completed without data loss.
+23170,2024-03-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.536,False,Reliability engineer tagged sample window for model retraining.
+23171,2024-03-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.467,False,Bearing temperature rising faster than baseline on spindle cell.
+23172,2024-03-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.415,False,Vibration harmonics broadened during extended production run.
+23173,2024-03-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.631,False,Humidity readings track seasonal rise across late spring.
+23174,2024-03-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.119,False,Pressure settled back to nominal after valve reseat.
+23175,2024-03-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.69,False,Telemetry quality flag downgraded during sensor self-test window.
+23176,2024-03-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.116,False,Operator reported intermittent chatter on machine CNC-04.
+23177,2024-03-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Anomaly review flagged possible bearing wear progression.
+23178,2024-03-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.065,False,Vibration baseline recovered after tool holder replacement.
+23179,2024-03-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.99,False,Coolant loop adjustment reduced chamber temperature spread.
+23180,2024-03-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.326,False,Thermal ramp exceeded expected warmup curve before shift start.
+23181,2024-03-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Maintenance scheduler deferred calibration due to spare shortage.
+23182,2024-03-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.755,False,Night shift startup produced higher than normal vibration floor.
+23183,2024-03-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Temperature remained elevated during unscheduled overtime run.
+23184,2024-03-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.864,False,Sensor heartbeat delayed by one interval after gateway retry.
+23185,2024-03-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Bearing temperature rising faster than baseline on spindle cell.
+23186,2024-03-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.697,False,Air handler maintenance reduced humidity variance on finishing line.
+23187,2024-03-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.007,False,Unbalanced load introduced cyclical pressure ripple.
+23188,2024-03-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.134,False,Press cycle dwell time lengthened during high-volume batch.
+23189,2024-03-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.255,False,Sensor enclosure opened for manual calibration verification.
+23190,2024-03-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.052,False,Edge collector replayed buffered events after network recovery.
+23191,2024-03-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,SCADA backfill inserted two delayed telemetry points.
+23192,2024-03-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.377,False,Humidity baseline improved after seal replacement.
+23193,2024-03-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,SCADA backfill inserted two delayed telemetry points.
+23194,2024-03-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23195,2024-03-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.842,False,Temperature variance narrowed after coolant nozzle cleaning.
+23196,2024-03-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.009,False,Packaging line stop reduced adjacent vibration background.
+23197,2024-03-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Humidity climbed during dock-door open period in afternoon shift.
+23198,2024-03-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.566,False,Humidity climbed during dock-door open period in afternoon shift.
+23199,2024-03-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Press cycle dwell time lengthened during high-volume batch.
+23200,2024-03-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.782,False,Pressure settled back to nominal after valve reseat.
+23201,2024-03-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.643,False,Edge collector replayed buffered events after network recovery.
+23202,2024-03-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.297,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23203,2024-03-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.567,False,Coolant loop adjustment reduced chamber temperature spread.
+23204,2024-03-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.712,False,Air handler maintenance reduced humidity variance on finishing line.
+23205,2024-03-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.394,False,Maintenance crew confirmed lubrication interval was missed.
+23206,2024-03-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.522,False,Night shift startup produced higher than normal vibration floor.
+23207,2024-03-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.61,False,Humidity climbed during dock-door open period in afternoon shift.
+23208,2024-03-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.781,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23209,2024-03-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.015,False,Humidity climbed during dock-door open period in afternoon shift.
+23210,2024-03-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.779,False,Pressure settled back to nominal after valve reseat.
+23211,2024-03-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Sensor signal clipping observed during startup surge.
+23212,2024-03-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.073,False,Vibration harmonics broadened during extended production run.
+23213,2024-03-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Vibration harmonics broadened during extended production run.
+23214,2024-03-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.641,False,Shift handoff note referenced unusual noise near press enclosure.
+23215,2024-03-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.302,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23216,2024-03-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.876,False,Operator reported intermittent chatter on machine CNC-04.
+23217,2024-03-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Supervisory alert generated after three consecutive threshold breaches.
+23218,2024-03-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.284,False,SCADA backfill inserted two delayed telemetry points.
+23219,2024-03-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.633,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23220,2024-03-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.233,False,Vibration harmonics broadened during extended production run.
+23221,2024-03-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.985,False,Sensor heartbeat delayed by one interval after gateway retry.
+23222,2024-03-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.946,False,Quality team requested trace review for lot 24-118B.
+23223,2024-03-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.166,False,Anomaly review flagged possible bearing wear progression.
+23224,2024-03-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.222,False,Humidity readings track seasonal rise across late spring.
+23225,2024-03-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.975,False,Maintenance scheduler deferred calibration due to spare shortage.
+23226,2024-03-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.932,False,Condensation warning cleared after dehumidifier ramp-up.
+23227,2024-03-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.688,False,Temperature remained elevated during unscheduled overtime run.
+23228,2024-03-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.444,False,Sensor battery health remains nominal after firmware update.
+23229,2024-03-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.575,False,Short-lived packet loss observed at edge gateway gw-02.
+23230,2024-03-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.688,False,Thermal overshoot event coincided with recipe change on furnace.
+23231,2024-03-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Unbalanced load introduced cyclical pressure ripple.
+23232,2024-03-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.344,False,Thermal overshoot event coincided with recipe change on furnace.
+23233,2024-03-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.379,False,Operator reset acknowledged after red-tag inspection.
+23234,2024-03-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.196,False,Supervisory alert generated after three consecutive threshold breaches.
+23235,2024-03-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.029,False,Maintenance note logged for coupling imbalance inspection.
+23236,2024-03-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.033,False,Sensor enclosure opened for manual calibration verification.
+23237,2024-03-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Sensor signal clipping observed during startup surge.
+23238,2024-03-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23239,2024-03-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.253,False,Pressure peak corresponds to oversized billet batch processing.
+23240,2024-03-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.326,False,Operator reported intermittent chatter on machine CNC-04.
+23241,2024-03-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.503,False,Unbalanced load introduced cyclical pressure ripple.
+23242,2024-03-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.783,False,Quality hold reduced finishing booth activity for one shift.
+23243,2024-03-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.861,False,Maintenance scheduler deferred calibration due to spare shortage.
+23244,2024-03-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.478,False,Reliability engineer tagged sample window for model retraining.
+23245,2024-03-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.56,False,Calibration check overdue by 11 days for press-line transducer.
+23246,2024-03-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.141,False,Unbalanced load introduced cyclical pressure ripple.
+23247,2024-03-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Condensation warning cleared after dehumidifier ramp-up.
+23248,2024-03-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.129,False,Machine throughput increase drove sustained pressure uplift.
+23249,2024-03-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Anomaly review flagged possible bearing wear progression.
+23250,2024-03-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.962,False,Humidity baseline improved after seal replacement.
+23251,2024-03-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.23,False,Humidity excursion near finishing booth during coating run.
+23252,2024-03-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.177,False,Dust extraction fan offline for 18 minutes on line finishing.
+23253,2024-03-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Packaging line stop reduced adjacent vibration background.
+23254,2024-03-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23255,2024-03-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Vibration harmonics broadened during extended production run.
+23256,2024-03-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.854,False,Humidity climbed during dock-door open period in afternoon shift.
+23257,2024-03-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Operator reported intermittent chatter on machine CNC-04.
+23258,2024-03-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Unbalanced load introduced cyclical pressure ripple.
+23259,2024-03-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.621,False,Coolant loop adjustment reduced chamber temperature spread.
+23260,2024-03-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.454,False,Maintenance scheduler deferred calibration due to spare shortage.
+23261,2024-03-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.498,False,Sensor heartbeat delayed by one interval after gateway retry.
+23262,2024-03-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.508,False,Humidity excursion near finishing booth during coating run.
+23263,2024-03-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.598,False,Humidity excursion near finishing booth during coating run.
+23264,2024-03-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.621,False,Humidity baseline improved after seal replacement.
+23265,2024-03-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23266,2024-03-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.003,False,Dust extraction fan offline for 18 minutes on line finishing.
+23267,2024-03-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Temporary gateway failover completed without data loss.
+23268,2024-03-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.23,False,Warning threshold updated for pilot predictive-maintenance model.
+23269,2024-03-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23270,2024-03-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23271,2024-03-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.445,False,Operator reported intermittent chatter on machine CNC-04.
+23272,2024-03-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.504,False,Sensor signal clipping observed during startup surge.
+23273,2024-03-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.84,False,Machine idle period extended during planned sanitation window.
+23274,2024-03-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.402,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23275,2024-03-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23276,2024-03-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.586,False,Reliability engineer tagged sample window for model retraining.
+23277,2024-03-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Temporary gateway failover completed without data loss.
+23278,2024-03-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.074,False,Condensation warning cleared after dehumidifier ramp-up.
+23279,2024-03-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Pressure line purge completed before restart authorization.
+23280,2024-03-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.902,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23281,2024-03-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Humidity climbed during dock-door open period in afternoon shift.
+23282,2024-03-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.268,False,Sensor battery health remains nominal after firmware update.
+23283,2024-03-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.389,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23284,2024-03-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.3,False,Machine idle period extended during planned sanitation window.
+23285,2024-03-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Pressure settled back to nominal after valve reseat.
+23286,2024-03-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.251,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23287,2024-03-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.965,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23288,2024-03-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.821,False,SCADA backfill inserted two delayed telemetry points.
+23289,2024-03-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.878,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23290,2024-03-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.511,False,Air handler maintenance reduced humidity variance on finishing line.
+23291,2024-03-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.089,False,Warning threshold updated for pilot predictive-maintenance model.
+23292,2024-03-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.677,False,Vibration harmonics broadened during extended production run.
+23293,2024-03-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Thermal overshoot event coincided with recipe change on furnace.
+23294,2024-03-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.976,False,Transient outlier matched forklift impact near cabinet wall.
+23295,2024-03-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Bearing temperature rising faster than baseline on spindle cell.
+23296,2024-03-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.308,False,SCADA backfill inserted two delayed telemetry points.
+23297,2024-03-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Unbalanced load introduced cyclical pressure ripple.
+23298,2024-03-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23299,2024-03-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.977,False,Reliability engineer tagged sample window for model retraining.
+23300,2024-03-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.824,False,Shift handoff note referenced unusual noise near press enclosure.
+23301,2024-03-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.408,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23302,2024-03-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.086,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23303,2024-03-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Short-lived packet loss observed at edge gateway gw-02.
+23304,2024-03-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.784,False,Humidity baseline improved after seal replacement.
+23305,2024-03-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Anomaly review flagged possible bearing wear progression.
+23306,2024-03-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.076,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23307,2024-03-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.153,False,Night shift startup produced higher than normal vibration floor.
+23308,2024-03-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.332,False,Maintenance note logged for coupling imbalance inspection.
+23309,2024-03-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.818,False,Dust extraction fan offline for 18 minutes on line finishing.
+23310,2024-03-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.718,False,Bearing temperature rising faster than baseline on spindle cell.
+23311,2024-03-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Humidity baseline improved after seal replacement.
+23312,2024-03-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.746,False,Maintenance scheduler deferred calibration due to spare shortage.
+23313,2024-03-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.6,False,Packaging line stop reduced adjacent vibration background.
+23314,2024-03-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.316,False,Short-lived packet loss observed at edge gateway gw-02.
+23315,2024-03-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.283,False,Maintenance crew confirmed lubrication interval was missed.
+23316,2024-03-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.631,False,Operator reported intermittent chatter on machine CNC-04.
+23317,2024-03-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Pressure settled back to nominal after valve reseat.
+23318,2024-03-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.363,False,Machine throughput increase drove sustained pressure uplift.
+23319,2024-03-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Dust extraction fan offline for 18 minutes on line finishing.
+23320,2024-03-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.835,False,SCADA backfill inserted two delayed telemetry points.
+23321,2024-03-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.837,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23322,2024-03-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.221,False,SCADA backfill inserted two delayed telemetry points.
+23323,2024-03-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Temperature variance narrowed after coolant nozzle cleaning.
+23324,2024-03-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.596,False,Maintenance note logged for coupling imbalance inspection.
+23325,2024-03-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.728,False,Packaging line stop reduced adjacent vibration background.
+23326,2024-03-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.036,False,Shift handoff note referenced unusual noise near press enclosure.
+23327,2024-03-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.252,False,Temperature variance narrowed after coolant nozzle cleaning.
+23328,2024-03-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.96,False,Humidity baseline improved after seal replacement.
+23329,2024-03-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.78,False,Temporary gateway failover completed without data loss.
+23330,2024-03-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.188,False,Calibration check overdue by 11 days for press-line transducer.
+23331,2024-03-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.68,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23332,2024-03-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.58,False,Shift handoff note referenced unusual noise near press enclosure.
+23333,2024-03-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.794,False,Humidity baseline improved after seal replacement.
+23334,2024-03-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.1,False,Coolant loop adjustment reduced chamber temperature spread.
+23335,2024-03-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.743,False,Sensor heartbeat delayed by one interval after gateway retry.
+23336,2024-03-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.975,False,Shift handoff note referenced unusual noise near press enclosure.
+23337,2024-03-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.566,False,Press cycle dwell time lengthened during high-volume batch.
+23338,2024-03-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.14,False,Supervisory alert generated after three consecutive threshold breaches.
+23339,2024-03-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,Sensor enclosure opened for manual calibration verification.
+23340,2024-03-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.107,False,Supervisory alert generated after three consecutive threshold breaches.
+23341,2024-03-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Humidity climbed during dock-door open period in afternoon shift.
+23342,2024-03-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.761,False,Machine idle period extended during planned sanitation window.
+23343,2024-03-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Packaging line stop reduced adjacent vibration background.
+23344,2024-03-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.769,False,Short-lived packet loss observed at edge gateway gw-02.
+23345,2024-03-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.142,False,Night shift startup produced higher than normal vibration floor.
+23346,2024-03-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.236,False,Maintenance note logged for coupling imbalance inspection.
+23347,2024-03-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Vibration harmonics broadened during extended production run.
+23348,2024-03-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.784,False,Sensor battery health remains nominal after firmware update.
+23349,2024-03-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23350,2024-03-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.442,False,Sensor battery health remains nominal after firmware update.
+23351,2024-03-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.364,False,Bearing temperature rising faster than baseline on spindle cell.
+23352,2024-03-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.209,False,Temperature remained elevated during unscheduled overtime run.
+23353,2024-03-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Pressure line purge completed before restart authorization.
+23354,2024-03-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.237,False,Air handler maintenance reduced humidity variance on finishing line.
+23355,2024-03-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.463,False,Anomaly review flagged possible bearing wear progression.
+23356,2024-03-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.445,False,Humidity climbed during dock-door open period in afternoon shift.
+23357,2024-03-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Quality team requested trace review for lot 24-118B.
+23358,2024-03-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.578,False,Temporary gateway failover completed without data loss.
+23359,2024-03-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23360,2024-03-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.007,False,Dust extraction fan offline for 18 minutes on line finishing.
+23361,2024-03-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.537,False,Maintenance crew confirmed lubrication interval was missed.
+23362,2024-03-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,58.69,False,Temperature variance narrowed after coolant nozzle cleaning.
+23363,2024-03-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.403,False,Maintenance scheduler deferred calibration due to spare shortage.
+23364,2024-03-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.089,False,Sensor battery health remains nominal after firmware update.
+23365,2024-03-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.614,False,Shift handoff note referenced unusual noise near press enclosure.
+23366,2024-03-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.85,False,Machine idle period extended during planned sanitation window.
+23367,2024-03-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.028,False,Quality team requested trace review for lot 24-118B.
+23368,2024-03-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Maintenance note logged for coupling imbalance inspection.
+23369,2024-03-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Maintenance scheduler deferred calibration due to spare shortage.
+23370,2024-03-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.929,False,Humidity baseline improved after seal replacement.
+23371,2024-03-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.88,False,Pressure peak corresponds to oversized billet batch processing.
+23372,2024-03-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.917,False,Machine idle period extended during planned sanitation window.
+23373,2024-03-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.174,False,Calibration check overdue by 11 days for press-line transducer.
+23374,2024-03-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.495,False,SCADA backfill inserted two delayed telemetry points.
+23375,2024-03-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.337,False,Calibration check overdue by 11 days for press-line transducer.
+23376,2024-03-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.825,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23377,2024-03-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.805,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23378,2024-03-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.717,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23379,2024-03-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.331,False,Vibration harmonics broadened during extended production run.
+23380,2024-03-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.805,False,Calibration check overdue by 11 days for press-line transducer.
+23381,2024-03-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.514,False,Coolant loop adjustment reduced chamber temperature spread.
+23382,2024-03-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.678,False,Shift handoff note referenced unusual noise near press enclosure.
+23383,2024-03-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.864,False,Reliability engineer tagged sample window for model retraining.
+23384,2024-03-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.486,False,Sensor heartbeat delayed by one interval after gateway retry.
+23385,2024-03-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.746,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23386,2024-03-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Operator reset acknowledged after red-tag inspection.
+23387,2024-03-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.594,False,Temperature variance narrowed after coolant nozzle cleaning.
+23388,2024-03-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.271,False,Anomaly review flagged possible bearing wear progression.
+23389,2024-03-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Night shift startup produced higher than normal vibration floor.
+23390,2024-03-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.686,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23391,2024-03-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Shift handoff note referenced unusual noise near press enclosure.
+23392,2024-03-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.96,False,Unbalanced load introduced cyclical pressure ripple.
+23393,2024-03-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Unbalanced load introduced cyclical pressure ripple.
+23394,2024-03-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.757,False,Machine idle period extended during planned sanitation window.
+23395,2024-03-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.06,False,Sensor heartbeat delayed by one interval after gateway retry.
+23396,2024-03-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.681,False,Machine throughput increase drove sustained pressure uplift.
+23397,2024-03-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Humidity excursion near finishing booth during coating run.
+23398,2024-03-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.092,False,Humidity baseline improved after seal replacement.
+23399,2024-03-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.468,False,Air handler maintenance reduced humidity variance on finishing line.
+23400,2024-03-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.494,False,Maintenance note logged for coupling imbalance inspection.
+23401,2024-03-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Anomaly review flagged possible bearing wear progression.
+23402,2024-03-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.477,False,Reliability engineer tagged sample window for model retraining.
+23403,2024-03-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Telemetry quality flag downgraded during sensor self-test window.
+23404,2024-03-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.239,False,Press cycle dwell time lengthened during high-volume batch.
+23405,2024-03-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.112,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23406,2024-03-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.152,False,Press cycle dwell time lengthened during high-volume batch.
+23407,2024-03-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.595,False,Temperature remained elevated during unscheduled overtime run.
+23408,2024-03-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.504,False,Quality hold reduced finishing booth activity for one shift.
+23409,2024-03-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Transient outlier matched forklift impact near cabinet wall.
+23410,2024-03-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.613,False,Air handler maintenance reduced humidity variance on finishing line.
+23411,2024-03-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.787,False,Temperature variance narrowed after coolant nozzle cleaning.
+23412,2024-03-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.794,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23413,2024-03-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.126,False,Night shift startup produced higher than normal vibration floor.
+23414,2024-03-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.089,False,Humidity climbed during dock-door open period in afternoon shift.
+23415,2024-03-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.462,False,Hydraulic line pressure oscillation detected under load.
+23416,2024-03-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.983,False,Unbalanced load introduced cyclical pressure ripple.
+23417,2024-03-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.854,False,Warning threshold updated for pilot predictive-maintenance model.
+23418,2024-03-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,84.927,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23419,2024-03-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.33,False,Operator reset acknowledged after red-tag inspection.
+23420,2024-03-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.747,False,Thermal ramp exceeded expected warmup curve before shift start.
+23421,2024-03-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23422,2024-03-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.595,False,Dust extraction fan offline for 18 minutes on line finishing.
+23423,2024-03-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.112,False,Temperature remained elevated during unscheduled overtime run.
+23424,2024-03-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.654,False,Hydraulic line pressure oscillation detected under load.
+23425,2024-03-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.843,False,Operator reset acknowledged after red-tag inspection.
+23426,2024-03-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.945,False,Supervisory alert generated after three consecutive threshold breaches.
+23427,2024-03-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Sensor heartbeat delayed by one interval after gateway retry.
+23428,2024-03-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.198,False,Unbalanced load introduced cyclical pressure ripple.
+23429,2024-03-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Short-lived packet loss observed at edge gateway gw-02.
+23430,2024-03-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.058,False,Maintenance crew confirmed lubrication interval was missed.
+23431,2024-03-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.509,False,Edge collector replayed buffered events after network recovery.
+23432,2024-03-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.195,False,Pressure peak corresponds to oversized billet batch processing.
+23433,2024-03-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.29,False,Vibration harmonics broadened during extended production run.
+23434,2024-03-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.716,False,Sensor battery health remains nominal after firmware update.
+23435,2024-03-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.869,False,Coolant loop adjustment reduced chamber temperature spread.
+23436,2024-03-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.844,False,Temperature remained elevated during unscheduled overtime run.
+23437,2024-03-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,SCADA backfill inserted two delayed telemetry points.
+23438,2024-03-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.264,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23439,2024-03-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Warning threshold updated for pilot predictive-maintenance model.
+23440,2024-03-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.034,False,Pressure line purge completed before restart authorization.
+23441,2024-03-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.463,False,Air handler maintenance reduced humidity variance on finishing line.
+23442,2024-03-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.806,False,Humidity baseline improved after seal replacement.
+23443,2024-03-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.236,False,Temperature variance narrowed after coolant nozzle cleaning.
+23444,2024-03-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.501,False,Vibration baseline recovered after tool holder replacement.
+23445,2024-03-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.708,False,Anomaly review flagged possible bearing wear progression.
+23446,2024-03-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.12,False,Sensor enclosure opened for manual calibration verification.
+23447,2024-03-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Sensor heartbeat delayed by one interval after gateway retry.
+23448,2024-03-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.94,False,Warning threshold updated for pilot predictive-maintenance model.
+23449,2024-03-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,Maintenance crew confirmed lubrication interval was missed.
+23450,2024-03-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.484,False,Maintenance scheduler deferred calibration due to spare shortage.
+23451,2024-03-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.807,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23452,2024-03-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.948,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23453,2024-03-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Air handler maintenance reduced humidity variance on finishing line.
+23454,2024-03-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.586,False,Machine idle period extended during planned sanitation window.
+23455,2024-03-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Telemetry quality flag downgraded during sensor self-test window.
+23456,2024-03-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.325,False,Quality hold reduced finishing booth activity for one shift.
+23457,2024-03-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
+23458,2024-03-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.266,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23459,2024-03-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Bearing temperature rising faster than baseline on spindle cell.
+23460,2024-03-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.994,False,Pressure settled back to nominal after valve reseat.
+23461,2024-03-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.417,False,Sensor enclosure opened for manual calibration verification.
+23462,2024-03-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.394,False,Warning threshold updated for pilot predictive-maintenance model.
+23463,2024-03-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Humidity baseline improved after seal replacement.
+23464,2024-03-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.208,False,Hydraulic line pressure oscillation detected under load.
+23465,2024-03-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Quality team requested trace review for lot 24-118B.
+23466,2024-03-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.13,False,Sensor enclosure opened for manual calibration verification.
+23467,2024-03-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.037,False,Machine idle period extended during planned sanitation window.
+23468,2024-03-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.398,False,Humidity baseline improved after seal replacement.
+23469,2024-03-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Humidity baseline improved after seal replacement.
+23470,2024-03-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.911,False,Unbalanced load introduced cyclical pressure ripple.
+23471,2024-03-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Humidity readings track seasonal rise across late spring.
+23472,2024-03-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.536,False,Temperature variance narrowed after coolant nozzle cleaning.
+23473,2024-03-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.416,False,Bearing temperature rising faster than baseline on spindle cell.
+23474,2024-03-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.18,False,Coolant loop adjustment reduced chamber temperature spread.
+23475,2024-03-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Unbalanced load introduced cyclical pressure ripple.
+23476,2024-03-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.386,False,Anomaly review flagged possible bearing wear progression.
+23477,2024-03-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.897,False,Quality team requested trace review for lot 24-118B.
+23478,2024-03-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.231,False,Night shift startup produced higher than normal vibration floor.
+23479,2024-03-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.249,False,Warning threshold updated for pilot predictive-maintenance model.
+23480,2024-03-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.343,False,Vibration harmonics broadened during extended production run.
+23481,2024-03-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.338,False,Vibration harmonics broadened during extended production run.
+23482,2024-03-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.083,False,Transient outlier matched forklift impact near cabinet wall.
+23483,2024-03-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.222,False,Air handler maintenance reduced humidity variance on finishing line.
+23484,2024-03-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.413,False,Quality hold reduced finishing booth activity for one shift.
+23485,2024-03-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.076,False,Coolant loop adjustment reduced chamber temperature spread.
+23486,2024-03-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.349,False,SCADA backfill inserted two delayed telemetry points.
+23487,2024-03-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.344,False,Telemetry quality flag downgraded during sensor self-test window.
+23488,2024-03-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Pressure settled back to nominal after valve reseat.
+23489,2024-03-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Warning threshold updated for pilot predictive-maintenance model.
+23490,2024-03-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.041,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23491,2024-03-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.289,False,Bearing temperature rising faster than baseline on spindle cell.
+23492,2024-03-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.091,False,Supervisory alert generated after three consecutive threshold breaches.
+23493,2024-03-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Quality hold reduced finishing booth activity for one shift.
+23494,2024-03-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.074,False,Quality hold reduced finishing booth activity for one shift.
+23495,2024-03-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,Temperature remained elevated during unscheduled overtime run.
+23496,2024-03-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.519,False,Pressure settled back to nominal after valve reseat.
+23497,2024-03-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.634,False,Telemetry quality flag downgraded during sensor self-test window.
+23498,2024-03-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.22,False,Packaging line stop reduced adjacent vibration background.
+23499,2024-03-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.513,False,Condensation warning cleared after dehumidifier ramp-up.
+23500,2024-03-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.633,False,Packaging line stop reduced adjacent vibration background.
+23501,2024-03-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Night shift startup produced higher than normal vibration floor.
+23502,2024-03-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.735,False,Short-lived packet loss observed at edge gateway gw-02.
+23503,2024-03-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.862,False,Sensor battery health remains nominal after firmware update.
+23504,2024-03-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.191,False,Press cycle dwell time lengthened during high-volume batch.
+23505,2024-03-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.26,False,Quality hold reduced finishing booth activity for one shift.
+23506,2024-03-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.127,False,Humidity readings track seasonal rise across late spring.
+23507,2024-03-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.48,False,Humidity climbed during dock-door open period in afternoon shift.
+23508,2024-03-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.899,False,Temperature variance narrowed after coolant nozzle cleaning.
+23509,2024-03-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.851,False,Thermal overshoot event coincided with recipe change on furnace.
+23510,2024-03-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.783,False,Reliability engineer tagged sample window for model retraining.
+23511,2024-03-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Sensor battery health remains nominal after firmware update.
+23512,2024-03-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.062,False,Thermal overshoot event coincided with recipe change on furnace.
+23513,2024-03-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.052,False,Temporary gateway failover completed without data loss.
+23514,2024-03-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.537,False,Maintenance crew confirmed lubrication interval was missed.
+23515,2024-03-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Temporary gateway failover completed without data loss.
+23516,2024-03-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.116,False,Sensor heartbeat delayed by one interval after gateway retry.
+23517,2024-03-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.654,False,Thermal overshoot event coincided with recipe change on furnace.
+23518,2024-03-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.085,False,Sensor signal clipping observed during startup surge.
+23519,2024-03-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Press cycle dwell time lengthened during high-volume batch.
+23520,2024-03-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.141,False,Thermal overshoot event coincided with recipe change on furnace.
+23521,2024-03-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Sensor enclosure opened for manual calibration verification.
+23522,2024-03-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.007,False,Maintenance note logged for coupling imbalance inspection.
+23523,2024-03-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.73,False,Sensor signal clipping observed during startup surge.
+23524,2024-03-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.158,False,Short-lived packet loss observed at edge gateway gw-02.
+23525,2024-03-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.806,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23526,2024-03-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.524,False,Maintenance crew confirmed lubrication interval was missed.
+23527,2024-03-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Vibration harmonics broadened during extended production run.
+23528,2024-03-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.273,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23529,2024-03-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.861,False,Vibration baseline recovered after tool holder replacement.
+23530,2024-03-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.567,False,Shift handoff note referenced unusual noise near press enclosure.
+23531,2024-03-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Bearing temperature rising faster than baseline on spindle cell.
+23532,2024-03-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.651,False,Short-lived packet loss observed at edge gateway gw-02.
+23533,2024-03-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Vibration burst exceeds envelope during tool change cycle.
+23534,2024-03-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.821,False,Hydraulic line pressure oscillation detected under load.
+23535,2024-03-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Short-lived packet loss observed at edge gateway gw-02.
+23536,2024-03-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.523,False,Supervisory alert generated after three consecutive threshold breaches.
+23537,2024-03-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.805,False,Maintenance crew confirmed lubrication interval was missed.
+23538,2024-03-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.874,False,Quality hold reduced finishing booth activity for one shift.
+23539,2024-03-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Press cycle dwell time lengthened during high-volume batch.
+23540,2024-03-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.375,False,Sensor battery health remains nominal after firmware update.
+23541,2024-03-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.215,False,Shift handoff note referenced unusual noise near press enclosure.
+23542,2024-03-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.564,False,Machine idle period extended during planned sanitation window.
+23543,2024-03-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Thermal overshoot event coincided with recipe change on furnace.
+23544,2024-03-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.657,False,Hydraulic line pressure oscillation detected under load.
+23545,2024-03-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Bearing temperature rising faster than baseline on spindle cell.
+23546,2024-03-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.88,False,Sensor battery health remains nominal after firmware update.
+23547,2024-03-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.709,False,Packaging line stop reduced adjacent vibration background.
+23548,2024-03-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.935,False,Vibration baseline recovered after tool holder replacement.
+23549,2024-03-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Air handler maintenance reduced humidity variance on finishing line.
+23550,2024-03-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.834,False,Operator reported intermittent chatter on machine CNC-04.
+23551,2024-03-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.301,False,Maintenance note logged for coupling imbalance inspection.
+23552,2024-03-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.898,False,Pressure peak corresponds to oversized billet batch processing.
+23553,2024-03-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Dust extraction fan offline for 18 minutes on line finishing.
+23554,2024-03-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.359,False,Short-lived packet loss observed at edge gateway gw-02.
+23555,2024-03-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.277,False,Unbalanced load introduced cyclical pressure ripple.
+23556,2024-03-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.787,False,Quality hold reduced finishing booth activity for one shift.
+23557,2024-03-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Humidity readings track seasonal rise across late spring.
+23558,2024-03-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.311,False,Bearing temperature rising faster than baseline on spindle cell.
+23559,2024-03-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.351,False,SCADA backfill inserted two delayed telemetry points.
+23560,2024-03-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.422,False,Machine idle period extended during planned sanitation window.
+23561,2024-03-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.51,False,Sensor signal clipping observed during startup surge.
+23562,2024-03-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.477,False,Sensor heartbeat delayed by one interval after gateway retry.
+23563,2024-03-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.637,False,Temperature variance narrowed after coolant nozzle cleaning.
+23564,2024-03-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.414,False,Press cycle dwell time lengthened during high-volume batch.
+23565,2024-03-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.804,False,Sensor signal clipping observed during startup surge.
+23566,2024-03-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.747,False,Quality hold reduced finishing booth activity for one shift.
+23567,2024-03-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.366,False,Quality hold reduced finishing booth activity for one shift.
+23568,2024-03-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.168,False,Warning threshold updated for pilot predictive-maintenance model.
+23569,2024-03-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.934,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23570,2024-03-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.556,False,Vibration baseline recovered after tool holder replacement.
+23571,2024-03-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.669,False,Temporary gateway failover completed without data loss.
+23572,2024-03-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.082,False,Unbalanced load introduced cyclical pressure ripple.
+23573,2024-03-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Dust extraction fan offline for 18 minutes on line finishing.
+23574,2024-03-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.978,False,Short-lived packet loss observed at edge gateway gw-02.
+23575,2024-03-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.955,False,Press cycle dwell time lengthened during high-volume batch.
+23576,2024-03-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.594,False,Maintenance scheduler deferred calibration due to spare shortage.
+23577,2024-03-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Maintenance note logged for coupling imbalance inspection.
+23578,2024-03-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.517,False,Packaging line stop reduced adjacent vibration background.
+23579,2024-03-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.272,False,Operator reset acknowledged after red-tag inspection.
+23580,2024-03-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.09,False,Vibration burst exceeds envelope during tool change cycle.
+23581,2024-03-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
+23582,2024-03-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.783,False,Humidity baseline improved after seal replacement.
+23583,2024-03-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Hydraulic line pressure oscillation detected under load.
+23584,2024-03-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.578,False,Humidity excursion near finishing booth during coating run.
+23585,2024-03-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.659,False,Unbalanced load introduced cyclical pressure ripple.
+23586,2024-03-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.656,False,Sensor enclosure opened for manual calibration verification.
+23587,2024-03-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Maintenance scheduler deferred calibration due to spare shortage.
+23588,2024-03-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.048,False,SCADA backfill inserted two delayed telemetry points.
+23589,2024-03-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.638,False,Thermal overshoot event coincided with recipe change on furnace.
+23590,2024-03-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.332,False,Machine throughput increase drove sustained pressure uplift.
+23591,2024-03-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Quality team requested trace review for lot 24-118B.
+23592,2024-03-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.629,False,Sensor heartbeat delayed by one interval after gateway retry.
+23593,2024-03-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Sensor signal clipping observed during startup surge.
+23594,2024-03-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.074,False,Thermal ramp exceeded expected warmup curve before shift start.
+23595,2024-03-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.764,False,Thermal ramp exceeded expected warmup curve before shift start.
+23596,2024-03-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.53,False,Machine throughput increase drove sustained pressure uplift.
+23597,2024-03-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.921,False,Condensation warning cleared after dehumidifier ramp-up.
+23598,2024-03-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.178,False,Packaging line stop reduced adjacent vibration background.
+23599,2024-03-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Reliability engineer tagged sample window for model retraining.
+23600,2024-03-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.64,False,Maintenance crew confirmed lubrication interval was missed.
+23601,2024-03-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.519,False,Transient outlier matched forklift impact near cabinet wall.
+23602,2024-03-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.039,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23603,2024-03-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.167,False,Shift handoff note referenced unusual noise near press enclosure.
+23604,2024-03-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.701,False,Pressure settled back to nominal after valve reseat.
+23605,2024-03-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.053,False,Anomaly review flagged possible bearing wear progression.
+23606,2024-03-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Quality team requested trace review for lot 24-118B.
+23607,2024-03-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.385,False,Unbalanced load introduced cyclical pressure ripple.
+23608,2024-03-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.009,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23609,2024-03-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.363,False,Humidity baseline improved after seal replacement.
+23610,2024-03-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.499,False,Warning threshold updated for pilot predictive-maintenance model.
+23611,2024-03-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23612,2024-03-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23613,2024-03-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.76,False,Transient outlier matched forklift impact near cabinet wall.
+23614,2024-03-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.033,False,Hydraulic line pressure oscillation detected under load.
+23615,2024-03-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Humidity baseline improved after seal replacement.
+23616,2024-03-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.201,False,Transient outlier matched forklift impact near cabinet wall.
+23617,2024-03-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Press cycle dwell time lengthened during high-volume batch.
+23618,2024-03-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.056,False,Calibration check overdue by 11 days for press-line transducer.
+23619,2024-03-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Operator reported intermittent chatter on machine CNC-04.
+23620,2024-03-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.906,False,Warning threshold updated for pilot predictive-maintenance model.
+23621,2024-03-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.794,False,Sensor enclosure opened for manual calibration verification.
+23622,2024-03-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.237,False,Maintenance crew confirmed lubrication interval was missed.
+23623,2024-03-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Temporary gateway failover completed without data loss.
+23624,2024-03-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.843,False,Coolant loop adjustment reduced chamber temperature spread.
+23625,2024-03-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Coolant loop adjustment reduced chamber temperature spread.
+23626,2024-03-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.777,False,Temporary gateway failover completed without data loss.
+23627,2024-03-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.143,False,Packaging line stop reduced adjacent vibration background.
+23628,2024-03-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.726,False,Pressure settled back to nominal after valve reseat.
+23629,2024-03-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Air handler maintenance reduced humidity variance on finishing line.
+23630,2024-03-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.197,False,Vibration baseline recovered after tool holder replacement.
+23631,2024-03-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.425,False,Humidity climbed during dock-door open period in afternoon shift.
+23632,2024-03-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.767,False,Temperature variance narrowed after coolant nozzle cleaning.
+23633,2024-03-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.298,False,Sensor battery health remains nominal after firmware update.
+23634,2024-03-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.239,False,Edge collector replayed buffered events after network recovery.
+23635,2024-03-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.894,False,Machine throughput increase drove sustained pressure uplift.
+23636,2024-03-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.169,False,Anomaly review flagged possible bearing wear progression.
+23637,2024-03-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23638,2024-03-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.083,False,Machine throughput increase drove sustained pressure uplift.
+23639,2024-03-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.043,False,Warning threshold updated for pilot predictive-maintenance model.
+23640,2024-03-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.46,False,Quality team requested trace review for lot 24-118B.
+23641,2024-03-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.794,False,Machine idle period extended during planned sanitation window.
+23642,2024-03-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.28,False,Humidity excursion near finishing booth during coating run.
+23643,2024-03-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.991,False,Supervisory alert generated after three consecutive threshold breaches.
+23644,2024-03-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.049,False,Operator reported intermittent chatter on machine CNC-04.
+23645,2024-03-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Quality hold reduced finishing booth activity for one shift.
+23646,2024-03-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.018,False,Operator reset acknowledged after red-tag inspection.
+23647,2024-03-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.697,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23648,2024-03-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.506,False,Vibration harmonics broadened during extended production run.
+23649,2024-03-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.723,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23650,2024-03-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.788,False,Coolant loop adjustment reduced chamber temperature spread.
+23651,2024-03-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Humidity baseline improved after seal replacement.
+23652,2024-03-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.298,False,SCADA backfill inserted two delayed telemetry points.
+23653,2024-03-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23654,2024-03-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.461,False,Thermal ramp exceeded expected warmup curve before shift start.
+23655,2024-03-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,Humidity excursion near finishing booth during coating run.
+23656,2024-03-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.253,False,Humidity excursion near finishing booth during coating run.
+23657,2024-03-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.12,False,Temperature remained elevated during unscheduled overtime run.
+23658,2024-03-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.383,False,Anomaly review flagged possible bearing wear progression.
+23659,2024-03-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.947,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23660,2024-03-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.24,False,Sensor signal clipping observed during startup surge.
+23661,2024-03-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.955,False,Temporary gateway failover completed without data loss.
+23662,2024-03-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.986,False,Machine throughput increase drove sustained pressure uplift.
+23663,2024-03-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.006,False,Calibration check overdue by 11 days for press-line transducer.
+23664,2024-03-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.879,False,Humidity excursion near finishing booth during coating run.
+23665,2024-03-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Warning threshold updated for pilot predictive-maintenance model.
+23666,2024-03-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.217,False,Thermal overshoot event coincided with recipe change on furnace.
+23667,2024-03-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.405,False,Sensor enclosure opened for manual calibration verification.
+23668,2024-03-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.108,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23669,2024-03-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.543,False,Maintenance crew confirmed lubrication interval was missed.
+23670,2024-03-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.126,False,Short-lived packet loss observed at edge gateway gw-02.
+23671,2024-03-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.919,False,Humidity readings track seasonal rise across late spring.
+23672,2024-03-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.46,False,Short-lived packet loss observed at edge gateway gw-02.
+23673,2024-03-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Thermal ramp exceeded expected warmup curve before shift start.
+23674,2024-03-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.791,False,Supervisory alert generated after three consecutive threshold breaches.
+23675,2024-03-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.415,False,Humidity excursion near finishing booth during coating run.
+23676,2024-03-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.401,False,Air handler maintenance reduced humidity variance on finishing line.
+23677,2024-03-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Maintenance note logged for coupling imbalance inspection.
+23678,2024-03-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.806,False,Maintenance crew confirmed lubrication interval was missed.
+23679,2024-03-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Vibration harmonics broadened during extended production run.
+23680,2024-03-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.629,False,Hydraulic line pressure oscillation detected under load.
+23681,2024-03-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23682,2024-03-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.537,False,Pressure line purge completed before restart authorization.
+23683,2024-03-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.658,False,Unbalanced load introduced cyclical pressure ripple.
+23684,2024-03-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.417,False,Quality team requested trace review for lot 24-118B.
+23685,2024-03-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.908,False,Temperature remained elevated during unscheduled overtime run.
+23686,2024-03-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.304,False,Temperature variance narrowed after coolant nozzle cleaning.
+23687,2024-03-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.799,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23688,2024-03-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.897,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23689,2024-03-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.786,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23690,2024-03-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.578,False,Temperature variance narrowed after coolant nozzle cleaning.
+23691,2024-03-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.028,False,Humidity readings track seasonal rise across late spring.
+23692,2024-03-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.254,False,Vibration baseline recovered after tool holder replacement.
+23693,2024-03-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.736,False,Coolant loop adjustment reduced chamber temperature spread.
+23694,2024-03-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.526,False,Temperature remained elevated during unscheduled overtime run.
+23695,2024-03-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Pressure line purge completed before restart authorization.
+23696,2024-03-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.202,False,Sensor battery health remains nominal after firmware update.
+23697,2024-03-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.681,False,Machine throughput increase drove sustained pressure uplift.
+23698,2024-03-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.473,False,Night shift startup produced higher than normal vibration floor.
+23699,2024-03-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.436,False,Supervisory alert generated after three consecutive threshold breaches.
+23700,2024-03-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23701,2024-03-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Sensor heartbeat delayed by one interval after gateway retry.
+23702,2024-03-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.886,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23703,2024-03-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.842,False,Supervisory alert generated after three consecutive threshold breaches.
+23704,2024-03-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.443,False,Maintenance scheduler deferred calibration due to spare shortage.
+23705,2024-03-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Supervisory alert generated after three consecutive threshold breaches.
+23706,2024-03-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23707,2024-03-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.243,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23708,2024-03-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.966,False,Sensor enclosure opened for manual calibration verification.
+23709,2024-03-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.204,False,Humidity excursion near finishing booth during coating run.
+23710,2024-03-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.614,False,Short-lived packet loss observed at edge gateway gw-02.
+23711,2024-03-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.65,False,Reliability engineer tagged sample window for model retraining.
+23712,2024-03-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.893,False,SCADA backfill inserted two delayed telemetry points.
+23713,2024-03-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Machine throughput increase drove sustained pressure uplift.
+23714,2024-03-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.72,False,Packaging line stop reduced adjacent vibration background.
+23715,2024-03-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.203,False,Calibration check overdue by 11 days for press-line transducer.
+23716,2024-03-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.832,False,Shift handoff note referenced unusual noise near press enclosure.
+23717,2024-03-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.73,False,Vibration baseline recovered after tool holder replacement.
+23718,2024-03-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.951,False,Coolant loop adjustment reduced chamber temperature spread.
+23719,2024-03-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.738,False,Temperature remained elevated during unscheduled overtime run.
+23720,2024-03-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.529,False,Unbalanced load introduced cyclical pressure ripple.
+23721,2024-03-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Thermal overshoot event coincided with recipe change on furnace.
+23722,2024-03-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.328,False,Air handler maintenance reduced humidity variance on finishing line.
+23723,2024-03-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Humidity readings track seasonal rise across late spring.
+23724,2024-03-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.417,False,Humidity excursion near finishing booth during coating run.
+23725,2024-03-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.381,False,Humidity readings track seasonal rise across late spring.
+23726,2024-03-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.633,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23727,2024-03-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.327,False,Press cycle dwell time lengthened during high-volume batch.
+23728,2024-03-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.896,False,SCADA backfill inserted two delayed telemetry points.
+23729,2024-03-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.873,False,Quality hold reduced finishing booth activity for one shift.
+23730,2024-03-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.077,False,Short-lived packet loss observed at edge gateway gw-02.
+23731,2024-03-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Telemetry quality flag downgraded during sensor self-test window.
+23732,2024-03-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Operator reported intermittent chatter on machine CNC-04.
+23733,2024-03-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.208,False,SCADA backfill inserted two delayed telemetry points.
+23734,2024-03-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.664,False,Edge collector replayed buffered events after network recovery.
+23735,2024-03-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Maintenance crew confirmed lubrication interval was missed.
+23736,2024-03-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.099,False,Pressure peak corresponds to oversized billet batch processing.
+23737,2024-03-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.015,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23738,2024-03-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23739,2024-03-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Air handler maintenance reduced humidity variance on finishing line.
+23740,2024-03-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.229,False,Sensor enclosure opened for manual calibration verification.
+23741,2024-03-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.958,False,Calibration check overdue by 11 days for press-line transducer.
+23742,2024-03-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.48,False,Vibration baseline recovered after tool holder replacement.
+23743,2024-03-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.478,False,Pressure peak corresponds to oversized billet batch processing.
+23744,2024-03-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.526,False,Anomaly review flagged possible bearing wear progression.
+23745,2024-03-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.545,False,Pressure peak corresponds to oversized billet batch processing.
+23746,2024-03-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.973,False,Air handler maintenance reduced humidity variance on finishing line.
+23747,2024-03-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Night shift startup produced higher than normal vibration floor.
+23748,2024-03-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.567,False,Hydraulic line pressure oscillation detected under load.
+23749,2024-03-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.02,False,Pressure line purge completed before restart authorization.
+23750,2024-03-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.606,False,Coolant loop adjustment reduced chamber temperature spread.
+23751,2024-03-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.161,False,Sensor battery health remains nominal after firmware update.
+23752,2024-03-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.972,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23753,2024-03-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Unbalanced load introduced cyclical pressure ripple.
+23754,2024-03-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.31,False,Machine idle period extended during planned sanitation window.
+23755,2024-03-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.995,False,Shift handoff note referenced unusual noise near press enclosure.
+23756,2024-03-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.215,False,Maintenance scheduler deferred calibration due to spare shortage.
+23757,2024-03-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.062,False,Vibration burst exceeds envelope during tool change cycle.
+23758,2024-03-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23759,2024-03-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.206,False,Thermal overshoot event coincided with recipe change on furnace.
+23760,2024-03-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.796,False,Vibration baseline recovered after tool holder replacement.
+23761,2024-03-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.41,False,Thermal overshoot event coincided with recipe change on furnace.
+23762,2024-03-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.58,False,Vibration harmonics broadened during extended production run.
+23763,2024-03-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.538,False,Supervisory alert generated after three consecutive threshold breaches.
+23764,2024-03-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.947,False,Press cycle dwell time lengthened during high-volume batch.
+23765,2024-03-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Humidity excursion near finishing booth during coating run.
+23766,2024-03-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.427,False,Edge collector replayed buffered events after network recovery.
+23767,2024-03-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.955,False,Humidity baseline improved after seal replacement.
+23768,2024-03-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.227,False,Humidity readings track seasonal rise across late spring.
+23769,2024-03-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
+23770,2024-03-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.623,False,Reliability engineer tagged sample window for model retraining.
+23771,2024-03-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23772,2024-03-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.404,False,Compressed air fluctuation introduced pressure noise for two cycles.
+23773,2024-03-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.015,False,Condensation warning cleared after dehumidifier ramp-up.
+23774,2024-03-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.951,False,Air handler maintenance reduced humidity variance on finishing line.
+23775,2024-03-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.333,False,Transient outlier matched forklift impact near cabinet wall.
+23776,2024-03-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.722,False,Operator reported intermittent chatter on machine CNC-04.
+23777,2024-03-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.686,False,Vibration burst exceeds envelope during tool change cycle.
+23778,2024-03-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.289,False,Hydraulic line pressure oscillation detected under load.
+23779,2024-03-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.875,False,Vibration harmonics broadened during extended production run.
+23780,2024-03-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.863,False,Calibration check overdue by 11 days for press-line transducer.
+23781,2024-03-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.279,False,Quality team requested trace review for lot 24-118B.
+23782,2024-03-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.039,False,Vibration baseline recovered after tool holder replacement.
+23783,2024-03-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.455,False,Bearing temperature rising faster than baseline on spindle cell.
+23784,2024-03-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.383,False,Humidity readings track seasonal rise across late spring.
+23785,2024-03-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.095,False,Supervisory alert generated after three consecutive threshold breaches.
+23786,2024-03-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.436,False,Warning threshold updated for pilot predictive-maintenance model.
+23787,2024-03-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Press cycle dwell time lengthened during high-volume batch.
+23788,2024-03-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.954,False,Telemetry quality flag downgraded during sensor self-test window.
+23789,2024-03-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,Edge collector replayed buffered events after network recovery.
+23790,2024-03-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.364,False,Quality team requested trace review for lot 24-118B.
+23791,2024-03-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.545,False,Thermal ramp exceeded expected warmup curve before shift start.
+23792,2024-03-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.414,False,Thermal ramp exceeded expected warmup curve before shift start.
+23793,2024-03-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Edge collector replayed buffered events after network recovery.
+23794,2024-03-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.603,False,Vibration baseline recovered after tool holder replacement.
+23795,2024-03-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.519,False,Vibration harmonics broadened during extended production run.
+23796,2024-03-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.909,False,Shift handoff note referenced unusual noise near press enclosure.
+23797,2024-03-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.826,False,Machine idle period extended during planned sanitation window.
+23798,2024-03-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.12,False,Maintenance crew confirmed lubrication interval was missed.
+23799,2024-03-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Operator reported intermittent chatter on machine CNC-04.
+23800,2024-03-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.824,False,Thermal overshoot event coincided with recipe change on furnace.
+23801,2024-03-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.591,False,Vibration harmonics broadened during extended production run.
+23802,2024-03-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Humidity excursion near finishing booth during coating run.
+23803,2024-03-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Temperature remained elevated during unscheduled overtime run.
+23804,2024-03-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.512,False,Hydraulic line pressure oscillation detected under load.
+23805,2024-03-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Quality hold reduced finishing booth activity for one shift.
+23806,2024-03-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.584,False,Maintenance scheduler deferred calibration due to spare shortage.
+23807,2024-03-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Reliability engineer tagged sample window for model retraining.
+23808,2024-03-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.73,False,Maintenance crew confirmed lubrication interval was missed.
+23809,2024-03-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.72,False,Telemetry quality flag downgraded during sensor self-test window.
+23810,2024-03-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.684,False,Pressure settled back to nominal after valve reseat.
+23811,2024-03-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.888,False,Thermal ramp exceeded expected warmup curve before shift start.
+23812,2024-03-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.843,False,Coolant loop adjustment reduced chamber temperature spread.
+23813,2024-03-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Sensor heartbeat delayed by one interval after gateway retry.
+23814,2024-03-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Pressure line purge completed before restart authorization.
+23815,2024-03-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.581,False,Humidity excursion near finishing booth during coating run.
+23816,2024-03-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.284,False,Hydraulic line pressure oscillation detected under load.
+23817,2024-03-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.023,False,Vibration harmonics broadened during extended production run.
+23818,2024-03-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.88,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23819,2024-03-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.92,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23820,2024-03-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.603,False,Pressure settled back to nominal after valve reseat.
+23821,2024-03-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Shift handoff note referenced unusual noise near press enclosure.
+23822,2024-03-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.85,False,Bearing temperature rising faster than baseline on spindle cell.
+23823,2024-03-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.632,False,Anomaly review flagged possible bearing wear progression.
+23824,2024-03-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.395,False,Sensor enclosure opened for manual calibration verification.
+23825,2024-03-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Air handler maintenance reduced humidity variance on finishing line.
+23826,2024-03-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.8,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23827,2024-03-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Bearing temperature rising faster than baseline on spindle cell.
+23828,2024-03-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.634,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23829,2024-03-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.508,False,Humidity excursion near finishing booth during coating run.
+23830,2024-03-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.323,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23831,2024-03-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.802,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23832,2024-03-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.678,False,Supervisory alert generated after three consecutive threshold breaches.
+23833,2024-03-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.711,False,Humidity readings track seasonal rise across late spring.
+23834,2024-03-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.34,False,Machine idle period extended during planned sanitation window.
+23835,2024-03-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.557,False,Quality team requested trace review for lot 24-118B.
+23836,2024-03-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.729,False,Coolant loop adjustment reduced chamber temperature spread.
+23837,2024-03-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.869,False,Coolant loop adjustment reduced chamber temperature spread.
+23838,2024-03-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.312,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23839,2024-03-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.897,False,Hydraulic line pressure oscillation detected under load.
+23840,2024-03-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.209,False,Press cycle dwell time lengthened during high-volume batch.
+23841,2024-03-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.841,False,Anomaly review flagged possible bearing wear progression.
+23842,2024-03-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.875,False,Vibration baseline recovered after tool holder replacement.
+23843,2024-03-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.119,False,SCADA backfill inserted two delayed telemetry points.
+23844,2024-03-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.121,False,Vibration baseline recovered after tool holder replacement.
+23845,2024-03-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Humidity readings track seasonal rise across late spring.
+23846,2024-03-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Temperature remained elevated during unscheduled overtime run.
+23847,2024-03-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Pressure peak corresponds to oversized billet batch processing.
+23848,2024-03-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.739,False,Press cycle dwell time lengthened during high-volume batch.
+23849,2024-03-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Thermal ramp exceeded expected warmup curve before shift start.
+23850,2024-03-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.848,False,Unbalanced load introduced cyclical pressure ripple.
+23851,2024-03-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Operator reset acknowledged after red-tag inspection.
+23852,2024-03-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.397,False,Pressure peak corresponds to oversized billet batch processing.
+23853,2024-03-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Supervisory alert generated after three consecutive threshold breaches.
+23854,2024-03-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.009,False,Night shift startup produced higher than normal vibration floor.
+23855,2024-03-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Quality team requested trace review for lot 24-118B.
+23856,2024-03-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.097,False,Humidity excursion near finishing booth during coating run.
+23857,2024-03-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.744,False,Pressure settled back to nominal after valve reseat.
+23858,2024-03-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.629,False,Anomaly review flagged possible bearing wear progression.
+23859,2024-03-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Maintenance note logged for coupling imbalance inspection.
+23860,2024-03-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.383,False,Operator reported intermittent chatter on machine CNC-04.
+23861,2024-03-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.876,False,Temperature remained elevated during unscheduled overtime run.
+23862,2024-03-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.708,False,Temporary gateway failover completed without data loss.
+23863,2024-03-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.199,False,Vibration baseline recovered after tool holder replacement.
+23864,2024-03-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.971,False,Night shift startup produced higher than normal vibration floor.
+23865,2024-03-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.833,False,Humidity excursion near finishing booth during coating run.
+23866,2024-03-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.531,False,Operator reported intermittent chatter on machine CNC-04.
+23867,2024-03-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Transient outlier matched forklift impact near cabinet wall.
+23868,2024-03-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.691,False,Pressure peak corresponds to oversized billet batch processing.
+23869,2024-03-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Unbalanced load introduced cyclical pressure ripple.
+23870,2024-03-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.809,False,Vibration harmonics broadened during extended production run.
+23871,2024-03-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.008,False,Sensor heartbeat delayed by one interval after gateway retry.
+23872,2024-03-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.231,False,Maintenance note logged for coupling imbalance inspection.
+23873,2024-03-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.8,False,Supervisory alert generated after three consecutive threshold breaches.
+23874,2024-03-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.539,False,Humidity readings track seasonal rise across late spring.
+23875,2024-03-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.012,False,Humidity readings track seasonal rise across late spring.
+23876,2024-03-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.593,False,Condensation warning cleared after dehumidifier ramp-up.
+23877,2024-03-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.793,False,Edge collector replayed buffered events after network recovery.
+23878,2024-03-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.135,False,Short-lived packet loss observed at edge gateway gw-02.
+23879,2024-03-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.418,False,Humidity baseline improved after seal replacement.
+23880,2024-03-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.764,False,Telemetry quality flag downgraded during sensor self-test window.
+23881,2024-03-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Bearing temperature rising faster than baseline on spindle cell.
+23882,2024-03-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.753,False,Vibration baseline recovered after tool holder replacement.
+23883,2024-03-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.432,False,Sensor enclosure opened for manual calibration verification.
+23884,2024-03-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.648,False,Reliability engineer tagged sample window for model retraining.
+23885,2024-03-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Maintenance crew confirmed lubrication interval was missed.
+23886,2024-03-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.09,False,Pressure settled back to nominal after valve reseat.
+23887,2024-03-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.377,False,Supervisory alert generated after three consecutive threshold breaches.
+23888,2024-03-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.291,False,Sensor signal clipping observed during startup surge.
+23889,2024-03-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Machine throughput increase drove sustained pressure uplift.
+23890,2024-03-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.716,False,Packaging line stop reduced adjacent vibration background.
+23891,2024-03-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Humidity baseline improved after seal replacement.
+23892,2024-03-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.53,False,Humidity readings track seasonal rise across late spring.
+23893,2024-03-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Operator reported intermittent chatter on machine CNC-04.
+23894,2024-03-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Machine throughput increase drove sustained pressure uplift.
+23895,2024-03-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.996,False,Quality hold reduced finishing booth activity for one shift.
+23896,2024-03-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.563,False,Press cycle dwell time lengthened during high-volume batch.
+23897,2024-03-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.902,False,Hydraulic line pressure oscillation detected under load.
+23898,2024-03-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.745,False,SCADA backfill inserted two delayed telemetry points.
+23899,2024-03-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.094,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23900,2024-03-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.082,False,Pressure line purge completed before restart authorization.
+23901,2024-03-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.34,False,Humidity readings track seasonal rise across late spring.
+23902,2024-03-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.324,False,Pressure line purge completed before restart authorization.
+23903,2024-03-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.013,False,Vibration harmonics broadened during extended production run.
+23904,2024-03-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.213,False,Short-lived packet loss observed at edge gateway gw-02.
+23905,2024-03-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.98,False,Thermal overshoot event coincided with recipe change on furnace.
+23906,2024-03-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.659,False,Quality hold reduced finishing booth activity for one shift.
+23907,2024-03-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.788,False,Packaging line stop reduced adjacent vibration background.
+23908,2024-03-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.298,False,Anomaly review flagged possible bearing wear progression.
+23909,2024-03-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.615,False,Vibration baseline recovered after tool holder replacement.
+23910,2024-03-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.109,False,Hydraulic line pressure oscillation detected under load.
+23911,2024-03-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.753,False,Vibration burst exceeds envelope during tool change cycle.
+23912,2024-03-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.648,False,Packaging line stop reduced adjacent vibration background.
+23913,2024-03-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Supervisory alert generated after three consecutive threshold breaches.
+23914,2024-03-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.32,False,Humidity excursion near finishing booth during coating run.
+23915,2024-03-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor battery health remains nominal after firmware update.
+23916,2024-03-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.698,False,Hydraulic line pressure oscillation detected under load.
+23917,2024-03-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.924,False,Calibration check overdue by 11 days for press-line transducer.
+23918,2024-03-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.479,False,Ambient temperature stabilized after HVAC stage-two engagement.
+23919,2024-03-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Dust extraction fan offline for 18 minutes on line finishing.
+23920,2024-03-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.603,False,Humidity readings track seasonal rise across late spring.
+23921,2024-03-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Bearing temperature rising faster than baseline on spindle cell.
+23922,2024-03-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.404,False,Supervisory alert generated after three consecutive threshold breaches.
+23923,2024-03-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.977,False,Humidity excursion near finishing booth during coating run.
+23924,2024-03-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.959,False,Anomaly review flagged possible bearing wear progression.
+23925,2024-03-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Humidity climbed during dock-door open period in afternoon shift.
+23926,2024-03-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.34,False,Telemetry quality flag downgraded during sensor self-test window.
+23927,2024-03-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.146,False,Machine idle period extended during planned sanitation window.
+23928,2024-03-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Unbalanced load introduced cyclical pressure ripple.
+23929,2024-03-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.232,False,Transient outlier matched forklift impact near cabinet wall.
+23930,2024-03-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.993,False,Quality hold reduced finishing booth activity for one shift.
+23931,2024-03-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.93,False,Anomaly review flagged possible bearing wear progression.
+23932,2024-03-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.834,False,Night shift startup produced higher than normal vibration floor.
+23933,2024-03-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.365,False,Machine throughput increase drove sustained pressure uplift.
+23934,2024-03-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.572,False,Machine throughput increase drove sustained pressure uplift.
+23935,2024-03-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.177,False,Operator reset acknowledged after red-tag inspection.
+23936,2024-03-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.813,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23937,2024-03-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Vibration harmonics broadened during extended production run.
+23938,2024-03-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.945,False,Machine idle period extended during planned sanitation window.
+23939,2024-03-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.403,False,Temperature variance narrowed after coolant nozzle cleaning.
+23940,2024-03-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.753,False,Thermal overshoot event coincided with recipe change on furnace.
+23941,2024-03-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Sensor signal clipping observed during startup surge.
+23942,2024-03-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.112,False,Sensor 3 drift suspected after cross-check with manual gauge.
+23943,2024-03-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.593,False,Packaging line stop reduced adjacent vibration background.
+23944,2024-03-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.214,False,Vibration harmonics broadened during extended production run.
+23945,2024-03-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.599,False,Shift handoff note referenced unusual noise near press enclosure.
+23946,2024-03-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.783,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+23947,2024-03-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.754,False,Calibration check overdue by 11 days for press-line transducer.
+23948,2024-03-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.833,False,Humidity readings track seasonal rise across late spring.
+23949,2024-03-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.679,False,Sensor battery health remains nominal after firmware update.
+23950,2024-03-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.549,False,Dust extraction fan offline for 18 minutes on line finishing.
+23951,2024-03-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Thermal overshoot event coincided with recipe change on furnace.
+23952,2024-03-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.959,False,Sensor battery health remains nominal after firmware update.
+23953,2024-03-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.119,False,Temperature variance narrowed after coolant nozzle cleaning.
+23954,2024-03-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.836,False,Dust extraction fan offline for 18 minutes on line finishing.
+23955,2024-03-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.911,False,Coolant loop adjustment reduced chamber temperature spread.
+23956,2024-03-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.817,False,Vibration burst exceeds envelope during tool change cycle.
+23957,2024-03-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.426,False,Supervisory alert generated after three consecutive threshold breaches.
+23958,2024-03-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.03,False,Humidity excursion near finishing booth during coating run.
+23959,2024-03-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Sensor battery health remains nominal after firmware update.
+23960,2024-03-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.871,False,Temperature variance narrowed after coolant nozzle cleaning.
+23961,2024-03-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.052,False,Sensor enclosure opened for manual calibration verification.
+23962,2024-03-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.757,False,Humidity excursion near finishing booth during coating run.
+23963,2024-03-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.323,False,Dust extraction fan offline for 18 minutes on line finishing.
+23964,2024-03-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.178,False,Temporary gateway failover completed without data loss.
+23965,2024-03-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Vibration burst exceeds envelope during tool change cycle.
+23966,2024-03-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.645,False,Operator reset acknowledged after red-tag inspection.
+23967,2024-03-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Short-lived packet loss observed at edge gateway gw-02.
+23968,2024-03-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Sensor signal clipping observed during startup surge.
+23969,2024-03-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.13,False,Telemetry quality flag downgraded during sensor self-test window.
+23970,2024-03-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.655,False,Calibration check overdue by 11 days for press-line transducer.
+23971,2024-03-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.501,False,Quality team requested trace review for lot 24-118B.
+23972,2024-03-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.509,False,Calibration check overdue by 11 days for press-line transducer.
+23973,2024-03-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Air handler maintenance reduced humidity variance on finishing line.
+23974,2024-03-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.288,False,Dust extraction fan offline for 18 minutes on line finishing.
+23975,2024-03-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Shift handoff note referenced unusual noise near press enclosure.
+23976,2024-03-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.031,False,Condensation warning cleared after dehumidifier ramp-up.
+23977,2024-03-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.152,False,Pressure line purge completed before restart authorization.
+23978,2024-03-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.012,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23979,2024-03-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Sensor signal clipping observed during startup surge.
+23980,2024-03-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.472,False,Maintenance crew confirmed lubrication interval was missed.
+23981,2024-03-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Humidity readings track seasonal rise across late spring.
+23982,2024-03-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.388,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+23983,2024-03-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.547,False,Humidity climbed during dock-door open period in afternoon shift.
+23984,2024-03-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.568,False,Air handler maintenance reduced humidity variance on finishing line.
+23985,2024-03-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,Edge collector replayed buffered events after network recovery.
+23986,2024-03-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.196,False,Transient outlier matched forklift impact near cabinet wall.
+23987,2024-03-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.94,False,Temperature remained elevated during unscheduled overtime run.
+23988,2024-03-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.478,False,Maintenance scheduler deferred calibration due to spare shortage.
+23989,2024-03-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
+23990,2024-03-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Temperature remained elevated during unscheduled overtime run.
+23991,2024-03-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.058,False,Thermal ramp exceeded expected warmup curve before shift start.
+23992,2024-03-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.404,False,Thermal overshoot event coincided with recipe change on furnace.
+23993,2024-03-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Thermal ramp exceeded expected warmup curve before shift start.
+23994,2024-03-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.19,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+23995,2024-03-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.417,False,Heat-treat furnace door cycling increased localized temperature spikes.
+23996,2024-03-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.47,False,Sensor enclosure opened for manual calibration verification.
+23997,2024-03-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.397,False,Vibration burst exceeds envelope during tool change cycle.
+23998,2024-03-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.348,False,Vibration baseline recovered after tool holder replacement.
+23999,2024-03-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.378,False,Operator reset acknowledged after red-tag inspection.
+24000,2024-03-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.938,False,Thermal overshoot event coincided with recipe change on furnace.
+24001,2024-03-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.052,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24002,2024-03-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.172,False,Reliability engineer tagged sample window for model retraining.
+24003,2024-03-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Sensor signal clipping observed during startup surge.
+24004,2024-03-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.339,False,Sensor enclosure opened for manual calibration verification.
+24005,2024-03-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Bearing temperature rising faster than baseline on spindle cell.
+24006,2024-03-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.68,False,Quality hold reduced finishing booth activity for one shift.
+24007,2024-03-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.768,False,Hydraulic line pressure oscillation detected under load.
+24008,2024-03-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.522,False,Machine throughput increase drove sustained pressure uplift.
+24009,2024-03-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.1,False,Packaging line stop reduced adjacent vibration background.
+24010,2024-03-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.203,False,Pressure settled back to nominal after valve reseat.
+24011,2024-03-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.109,False,Vibration baseline recovered after tool holder replacement.
+24012,2024-03-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.32,False,SCADA backfill inserted two delayed telemetry points.
+24013,2024-03-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.489,False,Sensor enclosure opened for manual calibration verification.
+24014,2024-03-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.566,False,Temperature variance narrowed after coolant nozzle cleaning.
+24015,2024-03-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.06,False,Hydraulic line pressure oscillation detected under load.
+24016,2024-03-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.149,False,Night shift startup produced higher than normal vibration floor.
+24017,2024-03-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Vibration baseline recovered after tool holder replacement.
+24018,2024-03-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.628,False,Vibration baseline recovered after tool holder replacement.
+24019,2024-03-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.62,False,Unbalanced load introduced cyclical pressure ripple.
+24020,2024-03-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.238,False,Night shift startup produced higher than normal vibration floor.
+24021,2024-03-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.682,False,Hydraulic line pressure oscillation detected under load.
+24022,2024-03-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.276,False,Humidity readings track seasonal rise across late spring.
+24023,2024-03-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.569,False,Edge collector replayed buffered events after network recovery.
+24024,2024-03-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.651,False,Hydraulic line pressure oscillation detected under load.
+24025,2024-03-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Vibration harmonics broadened during extended production run.
+24026,2024-03-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.697,False,Edge collector replayed buffered events after network recovery.
+24027,2024-03-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24028,2024-03-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.324,False,Maintenance crew confirmed lubrication interval was missed.
+24029,2024-03-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Transient outlier matched forklift impact near cabinet wall.
+24030,2024-03-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.614,False,Air handler maintenance reduced humidity variance on finishing line.
+24031,2024-03-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,Unbalanced load introduced cyclical pressure ripple.
+24032,2024-03-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.852,False,Thermal ramp exceeded expected warmup curve before shift start.
+24033,2024-03-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.276,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24034,2024-03-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.709,False,Transient outlier matched forklift impact near cabinet wall.
+24035,2024-03-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Sensor heartbeat delayed by one interval after gateway retry.
+24036,2024-03-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.462,False,Sensor enclosure opened for manual calibration verification.
+24037,2024-03-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Edge collector replayed buffered events after network recovery.
+24038,2024-03-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.543,False,Humidity baseline improved after seal replacement.
+24039,2024-03-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.785,False,Reliability engineer tagged sample window for model retraining.
+24040,2024-03-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.799,False,Humidity readings track seasonal rise across late spring.
+24041,2024-03-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Sensor battery health remains nominal after firmware update.
+24042,2024-03-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.326,False,Coolant loop adjustment reduced chamber temperature spread.
+24043,2024-03-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Night shift startup produced higher than normal vibration floor.
+24044,2024-03-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.549,False,Telemetry quality flag downgraded during sensor self-test window.
+24045,2024-03-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.1,False,Coolant loop adjustment reduced chamber temperature spread.
+24046,2024-03-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.669,False,Warning threshold updated for pilot predictive-maintenance model.
+24047,2024-03-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.671,False,Hydraulic line pressure oscillation detected under load.
+24048,2024-03-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.931,False,Thermal ramp exceeded expected warmup curve before shift start.
+24049,2024-03-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Machine idle period extended during planned sanitation window.
+24050,2024-03-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.64,False,Pressure settled back to nominal after valve reseat.
+24051,2024-03-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.042,False,Air handler maintenance reduced humidity variance on finishing line.
+24052,2024-03-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.163,False,Humidity climbed during dock-door open period in afternoon shift.
+24053,2024-03-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.15,False,Sensor enclosure opened for manual calibration verification.
+24054,2024-03-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24055,2024-03-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.887,False,Telemetry quality flag downgraded during sensor self-test window.
+24056,2024-03-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.152,False,Pressure peak corresponds to oversized billet batch processing.
+24057,2024-03-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.959,False,Vibration harmonics broadened during extended production run.
+24058,2024-03-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.182,False,Humidity climbed during dock-door open period in afternoon shift.
+24059,2024-03-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Shift handoff note referenced unusual noise near press enclosure.
+24060,2024-03-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.93,False,Coolant loop adjustment reduced chamber temperature spread.
+24061,2024-03-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.571,False,Operator reported intermittent chatter on machine CNC-04.
+24062,2024-03-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.598,False,Humidity climbed during dock-door open period in afternoon shift.
+24063,2024-03-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Short-lived packet loss observed at edge gateway gw-02.
+24064,2024-03-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.217,False,Reliability engineer tagged sample window for model retraining.
+24065,2024-03-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Pressure settled back to nominal after valve reseat.
+24066,2024-03-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.212,False,Vibration burst exceeds envelope during tool change cycle.
+24067,2024-03-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Vibration harmonics broadened during extended production run.
+24068,2024-03-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.119,False,Quality team requested trace review for lot 24-118B.
+24069,2024-03-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.077,False,Condensation warning cleared after dehumidifier ramp-up.
+24070,2024-03-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24071,2024-03-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Transient outlier matched forklift impact near cabinet wall.
+24072,2024-03-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.17,False,Maintenance crew confirmed lubrication interval was missed.
+24073,2024-03-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24074,2024-03-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.059,False,Thermal ramp exceeded expected warmup curve before shift start.
+24075,2024-03-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Sensor signal clipping observed during startup surge.
+24076,2024-03-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.235,False,Edge collector replayed buffered events after network recovery.
+24077,2024-03-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.981,False,Bearing temperature rising faster than baseline on spindle cell.
+24078,2024-03-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.838,False,Edge collector replayed buffered events after network recovery.
+24079,2024-03-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.483,False,Supervisory alert generated after three consecutive threshold breaches.
+24080,2024-03-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.762,False,Sensor enclosure opened for manual calibration verification.
+24081,2024-03-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.829,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24082,2024-03-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.961,False,Vibration baseline recovered after tool holder replacement.
+24083,2024-03-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.01,False,Pressure line purge completed before restart authorization.
+24084,2024-03-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.279,False,Night shift startup produced higher than normal vibration floor.
+24085,2024-03-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Thermal overshoot event coincided with recipe change on furnace.
+24086,2024-03-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.205,False,Operator reported intermittent chatter on machine CNC-04.
+24087,2024-03-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Quality hold reduced finishing booth activity for one shift.
+24088,2024-03-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.763,False,Maintenance note logged for coupling imbalance inspection.
+24089,2024-03-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Dust extraction fan offline for 18 minutes on line finishing.
+24090,2024-03-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.18,False,Edge collector replayed buffered events after network recovery.
+24091,2024-03-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Telemetry quality flag downgraded during sensor self-test window.
+24092,2024-03-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.16,False,Maintenance crew confirmed lubrication interval was missed.
+24093,2024-03-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Shift handoff note referenced unusual noise near press enclosure.
+24094,2024-03-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.942,False,Reliability engineer tagged sample window for model retraining.
+24095,2024-03-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.922,False,Sensor battery health remains nominal after firmware update.
+24096,2024-03-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.943,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24097,2024-03-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Maintenance note logged for coupling imbalance inspection.
+24098,2024-03-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.636,False,Vibration harmonics broadened during extended production run.
+24099,2024-03-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.525,False,Warning threshold updated for pilot predictive-maintenance model.
+24100,2024-03-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.963,False,Air handler maintenance reduced humidity variance on finishing line.
+24101,2024-03-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Temperature remained elevated during unscheduled overtime run.
+24102,2024-03-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.111,False,Quality team requested trace review for lot 24-118B.
+24103,2024-03-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.162,False,Temperature remained elevated during unscheduled overtime run.
+24104,2024-03-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.515,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24105,2024-03-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.62,False,Humidity excursion near finishing booth during coating run.
+24106,2024-03-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.474,False,Vibration burst exceeds envelope during tool change cycle.
+24107,2024-03-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.9,False,Packaging line stop reduced adjacent vibration background.
+24108,2024-03-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.881,False,Quality team requested trace review for lot 24-118B.
+24109,2024-03-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.074,False,Machine idle period extended during planned sanitation window.
+24110,2024-03-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.692,False,Reliability engineer tagged sample window for model retraining.
+24111,2024-03-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.485,False,Operator reported intermittent chatter on machine CNC-04.
+24112,2024-03-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.111,False,Operator reported intermittent chatter on machine CNC-04.
+24113,2024-03-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Pressure settled back to nominal after valve reseat.
+24114,2024-03-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.134,False,Sensor battery health remains nominal after firmware update.
+24115,2024-03-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24116,2024-03-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.9,False,Warning threshold updated for pilot predictive-maintenance model.
+24117,2024-03-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.332,False,Machine throughput increase drove sustained pressure uplift.
+24118,2024-03-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.267,False,Night shift startup produced higher than normal vibration floor.
+24119,2024-03-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.401,False,Pressure settled back to nominal after valve reseat.
+24120,2024-03-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.55,False,Hydraulic line pressure oscillation detected under load.
+24121,2024-03-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.404,False,Maintenance note logged for coupling imbalance inspection.
+24122,2024-03-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.823,False,Temperature variance narrowed after coolant nozzle cleaning.
+24123,2024-03-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.157,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24124,2024-03-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.077,False,Pressure settled back to nominal after valve reseat.
+24125,2024-03-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.902,False,Operator reported intermittent chatter on machine CNC-04.
+24126,2024-03-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.284,False,Anomaly review flagged possible bearing wear progression.
+24127,2024-03-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.368,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24128,2024-03-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.767,False,Anomaly review flagged possible bearing wear progression.
+24129,2024-03-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Humidity excursion near finishing booth during coating run.
+24130,2024-03-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,82.855,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24131,2024-03-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.482,False,Maintenance crew confirmed lubrication interval was missed.
+24132,2024-03-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.409,False,Sensor battery health remains nominal after firmware update.
+24133,2024-03-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.334,False,Shift handoff note referenced unusual noise near press enclosure.
+24134,2024-03-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.51,False,Sensor enclosure opened for manual calibration verification.
+24135,2024-03-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.554,False,Condensation warning cleared after dehumidifier ramp-up.
+24136,2024-03-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.46,False,Dust extraction fan offline for 18 minutes on line finishing.
+24137,2024-03-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.37,False,Temporary gateway failover completed without data loss.
+24138,2024-03-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.695,False,Pressure line purge completed before restart authorization.
+24139,2024-03-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.023,False,Unbalanced load introduced cyclical pressure ripple.
+24140,2024-03-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.457,False,SCADA backfill inserted two delayed telemetry points.
+24141,2024-03-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.458,False,Packaging line stop reduced adjacent vibration background.
+24142,2024-03-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.669,False,Thermal ramp exceeded expected warmup curve before shift start.
+24143,2024-03-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.105,False,Vibration harmonics broadened during extended production run.
+24144,2024-03-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.381,False,Maintenance note logged for coupling imbalance inspection.
+24145,2024-03-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Humidity baseline improved after seal replacement.
+24146,2024-03-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.694,False,Machine throughput increase drove sustained pressure uplift.
+24147,2024-03-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.098,False,Dust extraction fan offline for 18 minutes on line finishing.
+24148,2024-03-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.544,False,Telemetry quality flag downgraded during sensor self-test window.
+24149,2024-03-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Vibration baseline recovered after tool holder replacement.
+24150,2024-03-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Unbalanced load introduced cyclical pressure ripple.
+24151,2024-03-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Machine throughput increase drove sustained pressure uplift.
+24152,2024-03-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.989,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24153,2024-03-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.237,False,Telemetry quality flag downgraded during sensor self-test window.
+24154,2024-03-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.346,False,Operator reported intermittent chatter on machine CNC-04.
+24155,2024-03-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.746,False,Machine idle period extended during planned sanitation window.
+24156,2024-03-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.857,False,Operator reset acknowledged after red-tag inspection.
+24157,2024-03-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.465,False,Pressure line purge completed before restart authorization.
+24158,2024-03-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Sensor signal clipping observed during startup surge.
+24159,2024-03-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.672,False,Maintenance scheduler deferred calibration due to spare shortage.
+24160,2024-03-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.823,False,Humidity climbed during dock-door open period in afternoon shift.
+24161,2024-03-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Coolant loop adjustment reduced chamber temperature spread.
+24162,2024-03-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24163,2024-03-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Humidity readings track seasonal rise across late spring.
+24164,2024-03-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.626,False,Dust extraction fan offline for 18 minutes on line finishing.
+24165,2024-03-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Warning threshold updated for pilot predictive-maintenance model.
+24166,2024-03-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.156,False,Maintenance note logged for coupling imbalance inspection.
+24167,2024-03-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.251,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24168,2024-03-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.804,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24169,2024-03-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Transient outlier matched forklift impact near cabinet wall.
+24170,2024-03-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.218,False,Pressure peak corresponds to oversized billet batch processing.
+24171,2024-03-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.708,False,Anomaly review flagged possible bearing wear progression.
+24172,2024-03-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.087,False,Temperature variance narrowed after coolant nozzle cleaning.
+24173,2024-03-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Warning threshold updated for pilot predictive-maintenance model.
+24174,2024-03-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.292,False,Telemetry quality flag downgraded during sensor self-test window.
+24175,2024-03-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.707,False,SCADA backfill inserted two delayed telemetry points.
+24176,2024-03-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.229,False,Maintenance scheduler deferred calibration due to spare shortage.
+24177,2024-03-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.518,False,SCADA backfill inserted two delayed telemetry points.
+24178,2024-03-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.465,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24179,2024-03-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.418,False,Humidity climbed during dock-door open period in afternoon shift.
+24180,2024-03-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.26,False,Sensor battery health remains nominal after firmware update.
+24181,2024-03-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.457,False,Humidity excursion near finishing booth during coating run.
+24182,2024-03-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.885,False,Telemetry quality flag downgraded during sensor self-test window.
+24183,2024-03-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.743,False,Warning threshold updated for pilot predictive-maintenance model.
+24184,2024-03-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.285,False,Maintenance crew confirmed lubrication interval was missed.
+24185,2024-03-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Packaging line stop reduced adjacent vibration background.
+24186,2024-03-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.206,False,Bearing temperature rising faster than baseline on spindle cell.
+24187,2024-03-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.385,False,Temporary gateway failover completed without data loss.
+24188,2024-03-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24189,2024-03-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.369,False,Condensation warning cleared after dehumidifier ramp-up.
+24190,2024-03-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.455,False,Bearing temperature rising faster than baseline on spindle cell.
+24191,2024-03-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Temperature variance narrowed after coolant nozzle cleaning.
+24192,2024-03-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.88,False,Reliability engineer tagged sample window for model retraining.
+24193,2024-03-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Bearing temperature rising faster than baseline on spindle cell.
+24194,2024-03-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.998,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24195,2024-03-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.659,False,Vibration baseline recovered after tool holder replacement.
+24196,2024-03-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.583,False,Humidity climbed during dock-door open period in afternoon shift.
+24197,2024-03-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.405,False,Quality hold reduced finishing booth activity for one shift.
+24198,2024-03-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.634,False,Machine idle period extended during planned sanitation window.
+24199,2024-03-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.681,False,Sensor battery health remains nominal after firmware update.
+24200,2024-03-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.769,False,Quality team requested trace review for lot 24-118B.
+24201,2024-03-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Pressure peak corresponds to oversized billet batch processing.
+24202,2024-03-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.962,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24203,2024-03-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.313,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24204,2024-03-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.764,False,Thermal overshoot event coincided with recipe change on furnace.
+24205,2024-03-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.396,False,Operator reported intermittent chatter on machine CNC-04.
+24206,2024-03-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.481,False,Maintenance note logged for coupling imbalance inspection.
+24207,2024-03-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Humidity climbed during dock-door open period in afternoon shift.
+24208,2024-03-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.888,False,Calibration check overdue by 11 days for press-line transducer.
+24209,2024-03-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.959,False,Vibration baseline recovered after tool holder replacement.
+24210,2024-03-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.498,False,Operator reset acknowledged after red-tag inspection.
+24211,2024-03-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.46,False,Pressure peak corresponds to oversized billet batch processing.
+24212,2024-03-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24213,2024-03-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.225,False,Dust extraction fan offline for 18 minutes on line finishing.
+24214,2024-03-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.792,False,Thermal ramp exceeded expected warmup curve before shift start.
+24215,2024-03-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.935,False,Quality hold reduced finishing booth activity for one shift.
+24216,2024-03-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.548,False,Pressure line purge completed before restart authorization.
+24217,2024-03-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.238,False,Condensation warning cleared after dehumidifier ramp-up.
+24218,2024-03-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.087,False,Supervisory alert generated after three consecutive threshold breaches.
+24219,2024-03-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.615,False,Condensation warning cleared after dehumidifier ramp-up.
+24220,2024-03-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.538,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24221,2024-03-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Operator reported intermittent chatter on machine CNC-04.
+24222,2024-03-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Air handler maintenance reduced humidity variance on finishing line.
+24223,2024-03-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Quality team requested trace review for lot 24-118B.
+24224,2024-03-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.972,False,Edge collector replayed buffered events after network recovery.
+24225,2024-03-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Anomaly review flagged possible bearing wear progression.
+24226,2024-03-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.667,False,Vibration harmonics broadened during extended production run.
+24227,2024-03-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Short-lived packet loss observed at edge gateway gw-02.
+24228,2024-03-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.018,False,Humidity baseline improved after seal replacement.
+24229,2024-03-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Maintenance scheduler deferred calibration due to spare shortage.
+24230,2024-03-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.068,False,SCADA backfill inserted two delayed telemetry points.
+24231,2024-03-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.5,False,Night shift startup produced higher than normal vibration floor.
+24232,2024-03-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.658,False,Unbalanced load introduced cyclical pressure ripple.
+24233,2024-03-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.897,False,Quality hold reduced finishing booth activity for one shift.
+24234,2024-03-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.768,False,Maintenance scheduler deferred calibration due to spare shortage.
+24235,2024-03-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.701,False,Quality hold reduced finishing booth activity for one shift.
+24236,2024-03-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.823,False,Bearing temperature rising faster than baseline on spindle cell.
+24237,2024-03-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.634,False,Short-lived packet loss observed at edge gateway gw-02.
+24238,2024-03-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.771,False,Telemetry quality flag downgraded during sensor self-test window.
+24239,2024-03-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.758,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24240,2024-03-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.338,False,Sensor enclosure opened for manual calibration verification.
+24241,2024-03-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Coolant loop adjustment reduced chamber temperature spread.
+24242,2024-03-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Sensor battery health remains nominal after firmware update.
+24243,2024-03-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.156,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24244,2024-03-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.918,False,Sensor signal clipping observed during startup surge.
+24245,2024-03-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Maintenance crew confirmed lubrication interval was missed.
+24246,2024-03-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.411,False,Sensor signal clipping observed during startup surge.
+24247,2024-03-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Dust extraction fan offline for 18 minutes on line finishing.
+24248,2024-03-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.961,False,Sensor enclosure opened for manual calibration verification.
+24249,2024-03-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.923,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24250,2024-03-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.394,False,Coolant loop adjustment reduced chamber temperature spread.
+24251,2024-03-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24252,2024-03-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.091,False,Sensor enclosure opened for manual calibration verification.
+24253,2024-03-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Sensor battery health remains nominal after firmware update.
+24254,2024-03-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.893,False,Anomaly review flagged possible bearing wear progression.
+24255,2024-03-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Sensor heartbeat delayed by one interval after gateway retry.
+24256,2024-03-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.325,False,Humidity baseline improved after seal replacement.
+24257,2024-03-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Sensor signal clipping observed during startup surge.
+24258,2024-03-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.896,False,Temperature remained elevated during unscheduled overtime run.
+24259,2024-03-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.256,False,Temporary gateway failover completed without data loss.
+24260,2024-03-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.292,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24261,2024-03-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24262,2024-03-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.7,False,Operator reported intermittent chatter on machine CNC-04.
+24263,2024-03-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.849,False,Press cycle dwell time lengthened during high-volume batch.
+24264,2024-03-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.835,False,Maintenance scheduler deferred calibration due to spare shortage.
+24265,2024-03-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.451,False,Humidity excursion near finishing booth during coating run.
+24266,2024-03-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.409,False,Pressure settled back to nominal after valve reseat.
+24267,2024-03-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.741,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24268,2024-03-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.337,False,Operator reset acknowledged after red-tag inspection.
+24269,2024-03-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Thermal overshoot event coincided with recipe change on furnace.
+24270,2024-03-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.501,False,Humidity climbed during dock-door open period in afternoon shift.
+24271,2024-03-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.102,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24272,2024-03-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.903,False,Vibration burst exceeds envelope during tool change cycle.
+24273,2024-03-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.522,False,Operator reported intermittent chatter on machine CNC-04.
+24274,2024-03-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.405,False,Vibration harmonics broadened during extended production run.
+24275,2024-03-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.933,False,Supervisory alert generated after three consecutive threshold breaches.
+24276,2024-03-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.07,False,Shift handoff note referenced unusual noise near press enclosure.
+24277,2024-03-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.562,False,Operator reset acknowledged after red-tag inspection.
+24278,2024-03-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Quality hold reduced finishing booth activity for one shift.
+24279,2024-03-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.558,False,Reliability engineer tagged sample window for model retraining.
+24280,2024-03-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.233,False,Press cycle dwell time lengthened during high-volume batch.
+24281,2024-03-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.153,False,Dust extraction fan offline for 18 minutes on line finishing.
+24282,2024-03-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.572,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24283,2024-03-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.396,False,Vibration burst exceeds envelope during tool change cycle.
+24284,2024-03-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.569,False,Temperature variance narrowed after coolant nozzle cleaning.
+24285,2024-03-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Bearing temperature rising faster than baseline on spindle cell.
+24286,2024-03-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.586,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24287,2024-03-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.469,False,Thermal overshoot event coincided with recipe change on furnace.
+24288,2024-03-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.098,False,Quality hold reduced finishing booth activity for one shift.
+24289,2024-03-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24290,2024-03-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.681,False,Pressure line purge completed before restart authorization.
+24291,2024-03-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.21,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24292,2024-03-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.405,False,Sensor heartbeat delayed by one interval after gateway retry.
+24293,2024-03-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Pressure settled back to nominal after valve reseat.
+24294,2024-03-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.868,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24295,2024-03-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.528,False,Anomaly review flagged possible bearing wear progression.
+24296,2024-03-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.566,False,Temperature remained elevated during unscheduled overtime run.
+24297,2024-03-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Temperature variance narrowed after coolant nozzle cleaning.
+24298,2024-03-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.156,False,Night shift startup produced higher than normal vibration floor.
+24299,2024-03-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Sensor signal clipping observed during startup surge.
+24300,2024-03-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.607,False,Telemetry quality flag downgraded during sensor self-test window.
+24301,2024-03-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Short-lived packet loss observed at edge gateway gw-02.
+24302,2024-03-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.083,False,Calibration check overdue by 11 days for press-line transducer.
+24303,2024-03-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Pressure peak corresponds to oversized billet batch processing.
+24304,2024-03-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.252,False,Unbalanced load introduced cyclical pressure ripple.
+24305,2024-03-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Vibration harmonics broadened during extended production run.
+24306,2024-03-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.156,False,Sensor battery health remains nominal after firmware update.
+24307,2024-03-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.99,False,Vibration harmonics broadened during extended production run.
+24308,2024-03-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Humidity baseline improved after seal replacement.
+24309,2024-03-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Vibration burst exceeds envelope during tool change cycle.
+24310,2024-03-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.995,False,Hydraulic line pressure oscillation detected under load.
+24311,2024-03-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.966,False,Quality hold reduced finishing booth activity for one shift.
+24312,2024-03-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.002,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24313,2024-03-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.75,False,Night shift startup produced higher than normal vibration floor.
+24314,2024-03-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.5,False,Thermal ramp exceeded expected warmup curve before shift start.
+24315,2024-03-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Shift handoff note referenced unusual noise near press enclosure.
+24316,2024-03-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.866,False,Unbalanced load introduced cyclical pressure ripple.
+24317,2024-03-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.874,False,Edge collector replayed buffered events after network recovery.
+24318,2024-03-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.075,False,Telemetry quality flag downgraded during sensor self-test window.
+24319,2024-03-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.034,False,Hydraulic line pressure oscillation detected under load.
+24320,2024-03-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.442,False,Vibration harmonics broadened during extended production run.
+24321,2024-03-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Edge collector replayed buffered events after network recovery.
+24322,2024-03-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.946,False,Maintenance crew confirmed lubrication interval was missed.
+24323,2024-03-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Edge collector replayed buffered events after network recovery.
+24324,2024-03-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.307,False,Dust extraction fan offline for 18 minutes on line finishing.
+24325,2024-03-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.717,False,Shift handoff note referenced unusual noise near press enclosure.
+24326,2024-03-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.519,False,Pressure line purge completed before restart authorization.
+24327,2024-03-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Thermal ramp exceeded expected warmup curve before shift start.
+24328,2024-03-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.712,False,Sensor battery health remains nominal after firmware update.
+24329,2024-03-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24330,2024-03-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.114,False,Shift handoff note referenced unusual noise near press enclosure.
+24331,2024-03-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.831,False,Condensation warning cleared after dehumidifier ramp-up.
+24332,2024-03-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.373,False,Condensation warning cleared after dehumidifier ramp-up.
+24333,2024-03-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Dust extraction fan offline for 18 minutes on line finishing.
+24334,2024-03-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.833,False,Thermal overshoot event coincided with recipe change on furnace.
+24335,2024-03-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.022,False,Dust extraction fan offline for 18 minutes on line finishing.
+24336,2024-03-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.759,False,Maintenance note logged for coupling imbalance inspection.
+24337,2024-03-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Unbalanced load introduced cyclical pressure ripple.
+24338,2024-03-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.779,False,Telemetry quality flag downgraded during sensor self-test window.
+24339,2024-03-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Temporary gateway failover completed without data loss.
+24340,2024-03-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.571,False,Unbalanced load introduced cyclical pressure ripple.
+24341,2024-03-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.957,False,Quality team requested trace review for lot 24-118B.
+24342,2024-03-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.22,False,Sensor enclosure opened for manual calibration verification.
+24343,2024-03-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Pressure settled back to nominal after valve reseat.
+24344,2024-03-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.954,False,Temporary gateway failover completed without data loss.
+24345,2024-03-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Sensor battery health remains nominal after firmware update.
+24346,2024-03-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.225,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24347,2024-03-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.953,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24348,2024-03-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.224,False,Dust extraction fan offline for 18 minutes on line finishing.
+24349,2024-03-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Coolant loop adjustment reduced chamber temperature spread.
+24350,2024-03-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.4,False,Night shift startup produced higher than normal vibration floor.
+24351,2024-03-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24352,2024-03-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.193,False,Anomaly review flagged possible bearing wear progression.
+24353,2024-03-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Operator reported intermittent chatter on machine CNC-04.
+24354,2024-03-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.044,False,Temporary gateway failover completed without data loss.
+24355,2024-03-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.399,False,Vibration burst exceeds envelope during tool change cycle.
+24356,2024-03-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.186,False,Sensor battery health remains nominal after firmware update.
+24357,2024-03-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.957,False,Bearing temperature rising faster than baseline on spindle cell.
+24358,2024-03-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.661,False,Machine throughput increase drove sustained pressure uplift.
+24359,2024-03-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.688,False,Quality team requested trace review for lot 24-118B.
+24360,2024-03-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.992,False,Night shift startup produced higher than normal vibration floor.
+24361,2024-03-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Temperature variance narrowed after coolant nozzle cleaning.
+24362,2024-03-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.92,False,Operator reset acknowledged after red-tag inspection.
+24363,2024-03-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Temperature variance narrowed after coolant nozzle cleaning.
+24364,2024-03-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.035,False,Operator reset acknowledged after red-tag inspection.
+24365,2024-03-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Temperature variance narrowed after coolant nozzle cleaning.
+24366,2024-03-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.686,False,Condensation warning cleared after dehumidifier ramp-up.
+24367,2024-03-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Sensor enclosure opened for manual calibration verification.
+24368,2024-03-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.012,False,Humidity excursion near finishing booth during coating run.
+24369,2024-03-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.951,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24370,2024-03-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.576,False,Maintenance scheduler deferred calibration due to spare shortage.
+24371,2024-03-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.021,False,Sensor enclosure opened for manual calibration verification.
+24372,2024-03-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24373,2024-03-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Vibration harmonics broadened during extended production run.
+24374,2024-03-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.801,False,Hydraulic line pressure oscillation detected under load.
+24375,2024-03-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.893,False,Humidity baseline improved after seal replacement.
+24376,2024-03-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.755,False,Maintenance note logged for coupling imbalance inspection.
+24377,2024-03-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.222,False,Pressure peak corresponds to oversized billet batch processing.
+24378,2024-03-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.487,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24379,2024-03-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.753,False,Machine throughput increase drove sustained pressure uplift.
+24380,2024-03-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.659,False,Unbalanced load introduced cyclical pressure ripple.
+24381,2024-03-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.803,False,Operator reported intermittent chatter on machine CNC-04.
+24382,2024-03-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.181,False,Hydraulic line pressure oscillation detected under load.
+24383,2024-03-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Air handler maintenance reduced humidity variance on finishing line.
+24384,2024-03-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.9,False,Temperature variance narrowed after coolant nozzle cleaning.
+24385,2024-03-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Maintenance note logged for coupling imbalance inspection.
+24386,2024-03-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.705,False,Press cycle dwell time lengthened during high-volume batch.
+24387,2024-03-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.013,False,Vibration baseline recovered after tool holder replacement.
+24388,2024-03-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.318,False,Supervisory alert generated after three consecutive threshold breaches.
+24389,2024-03-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Vibration burst exceeds envelope during tool change cycle.
+24390,2024-03-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.778,False,Bearing temperature rising faster than baseline on spindle cell.
+24391,2024-03-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.608,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24392,2024-03-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.784,False,Operator reported intermittent chatter on machine CNC-04.
+24393,2024-03-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Operator reset acknowledged after red-tag inspection.
+24394,2024-03-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.744,False,Condensation warning cleared after dehumidifier ramp-up.
+24395,2024-03-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.471,False,Maintenance scheduler deferred calibration due to spare shortage.
+24396,2024-03-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.925,False,Temperature variance narrowed after coolant nozzle cleaning.
+24397,2024-03-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.71,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24398,2024-03-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.55,False,Telemetry quality flag downgraded during sensor self-test window.
+24399,2024-03-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.94,False,Humidity baseline improved after seal replacement.
+24400,2024-03-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.038,False,Thermal ramp exceeded expected warmup curve before shift start.
+24401,2024-03-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.8,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24402,2024-03-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.212,False,Humidity baseline improved after seal replacement.
+24403,2024-03-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.793,False,Pressure line purge completed before restart authorization.
+24404,2024-03-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24405,2024-03-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.544,False,Quality hold reduced finishing booth activity for one shift.
+24406,2024-03-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.575,False,Temporary gateway failover completed without data loss.
+24407,2024-03-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Sensor battery health remains nominal after firmware update.
+24408,2024-03-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.741,False,Humidity climbed during dock-door open period in afternoon shift.
+24409,2024-03-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Shift handoff note referenced unusual noise near press enclosure.
+24410,2024-03-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.213,False,Dust extraction fan offline for 18 minutes on line finishing.
+24411,2024-03-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Coolant loop adjustment reduced chamber temperature spread.
+24412,2024-03-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.291,False,Transient outlier matched forklift impact near cabinet wall.
+24413,2024-03-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.039,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24414,2024-03-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.707,False,Quality team requested trace review for lot 24-118B.
+24415,2024-03-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.08,False,Reliability engineer tagged sample window for model retraining.
+24416,2024-03-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.552,False,Telemetry quality flag downgraded during sensor self-test window.
+24417,2024-03-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.487,False,Humidity baseline improved after seal replacement.
+24418,2024-03-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.676,False,Maintenance note logged for coupling imbalance inspection.
+24419,2024-03-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.899,False,Machine throughput increase drove sustained pressure uplift.
+24420,2024-03-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.673,False,Shift handoff note referenced unusual noise near press enclosure.
+24421,2024-03-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.959,False,Humidity readings track seasonal rise across late spring.
+24422,2024-03-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.844,False,Air handler maintenance reduced humidity variance on finishing line.
+24423,2024-03-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Temporary gateway failover completed without data loss.
+24424,2024-03-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.471,False,Unbalanced load introduced cyclical pressure ripple.
+24425,2024-03-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.357,False,Temperature remained elevated during unscheduled overtime run.
+24426,2024-03-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.445,False,Humidity climbed during dock-door open period in afternoon shift.
+24427,2024-03-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.557,False,Edge collector replayed buffered events after network recovery.
+24428,2024-03-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.547,False,Temperature remained elevated during unscheduled overtime run.
+24429,2024-03-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.651,False,Sensor signal clipping observed during startup surge.
+24430,2024-03-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Vibration burst exceeds envelope during tool change cycle.
+24431,2024-03-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Night shift startup produced higher than normal vibration floor.
+24432,2024-03-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.299,False,Thermal overshoot event coincided with recipe change on furnace.
+24433,2024-03-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Reliability engineer tagged sample window for model retraining.
+24434,2024-03-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.723,False,Pressure settled back to nominal after valve reseat.
+24435,2024-03-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.386,False,Edge collector replayed buffered events after network recovery.
+24436,2024-03-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Operator reset acknowledged after red-tag inspection.
+24437,2024-03-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Air handler maintenance reduced humidity variance on finishing line.
+24438,2024-03-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.504,False,Transient outlier matched forklift impact near cabinet wall.
+24439,2024-03-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.797,False,Temperature variance narrowed after coolant nozzle cleaning.
+24440,2024-03-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.418,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24441,2024-03-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Shift handoff note referenced unusual noise near press enclosure.
+24442,2024-03-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.66,False,Vibration baseline recovered after tool holder replacement.
+24443,2024-03-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.408,False,Operator reported intermittent chatter on machine CNC-04.
+24444,2024-03-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.808,False,Transient outlier matched forklift impact near cabinet wall.
+24445,2024-03-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.353,False,Humidity readings track seasonal rise across late spring.
+24446,2024-03-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.376,False,Supervisory alert generated after three consecutive threshold breaches.
+24447,2024-03-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.017,False,Temperature remained elevated during unscheduled overtime run.
+24448,2024-03-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.0,False,Sensor signal clipping observed during startup surge.
+24449,2024-03-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Quality hold reduced finishing booth activity for one shift.
+24450,2024-03-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.143,False,Pressure peak corresponds to oversized billet batch processing.
+24451,2024-03-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.671,False,Edge collector replayed buffered events after network recovery.
+24452,2024-03-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.746,False,Thermal overshoot event coincided with recipe change on furnace.
+24453,2024-03-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Shift handoff note referenced unusual noise near press enclosure.
+24454,2024-03-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.28,False,Maintenance crew confirmed lubrication interval was missed.
+24455,2024-03-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.846,False,Vibration harmonics broadened during extended production run.
+24456,2024-03-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.951,False,Short-lived packet loss observed at edge gateway gw-02.
+24457,2024-03-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Machine idle period extended during planned sanitation window.
+24458,2024-03-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.54,False,Unbalanced load introduced cyclical pressure ripple.
+24459,2024-03-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.966,False,Pressure line purge completed before restart authorization.
+24460,2024-03-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.96,False,Coolant loop adjustment reduced chamber temperature spread.
+24461,2024-03-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Maintenance scheduler deferred calibration due to spare shortage.
+24462,2024-03-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.664,False,Anomaly review flagged possible bearing wear progression.
+24463,2024-03-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.8,False,Night shift startup produced higher than normal vibration floor.
+24464,2024-03-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.09,False,Supervisory alert generated after three consecutive threshold breaches.
+24465,2024-03-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Operator reset acknowledged after red-tag inspection.
+24466,2024-03-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.22,False,Temperature variance narrowed after coolant nozzle cleaning.
+24467,2024-03-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.319,False,Temperature variance narrowed after coolant nozzle cleaning.
+24468,2024-03-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.101,False,Transient outlier matched forklift impact near cabinet wall.
+24469,2024-03-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Pressure line purge completed before restart authorization.
+24470,2024-03-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.395,False,Air handler maintenance reduced humidity variance on finishing line.
+24471,2024-03-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.59,False,Vibration harmonics broadened during extended production run.
+24472,2024-03-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.504,False,Sensor signal clipping observed during startup surge.
+24473,2024-03-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.736,False,Thermal overshoot event coincided with recipe change on furnace.
+24474,2024-03-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.208,False,Shift handoff note referenced unusual noise near press enclosure.
+24475,2024-03-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.198,False,Temperature variance narrowed after coolant nozzle cleaning.
+24476,2024-03-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.137,False,Pressure line purge completed before restart authorization.
+24477,2024-03-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.387,False,Pressure line purge completed before restart authorization.
+24478,2024-03-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.507,False,Pressure peak corresponds to oversized billet batch processing.
+24479,2024-03-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.346,False,Pressure settled back to nominal after valve reseat.
+24480,2024-03-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.987,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24481,2024-03-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.358,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24482,2024-03-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.878,False,Condensation warning cleared after dehumidifier ramp-up.
+24483,2024-03-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.679,False,Condensation warning cleared after dehumidifier ramp-up.
+24484,2024-03-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.667,False,Pressure peak corresponds to oversized billet batch processing.
+24485,2024-03-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.776,False,Sensor enclosure opened for manual calibration verification.
+24486,2024-03-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.468,False,Temperature variance narrowed after coolant nozzle cleaning.
+24487,2024-03-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Short-lived packet loss observed at edge gateway gw-02.
+24488,2024-03-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.541,False,Thermal overshoot event coincided with recipe change on furnace.
+24489,2024-03-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.995,False,Warning threshold updated for pilot predictive-maintenance model.
+24490,2024-03-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.74,False,Pressure line purge completed before restart authorization.
+24491,2024-03-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.495,False,Quality hold reduced finishing booth activity for one shift.
+24492,2024-03-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.16,False,Maintenance crew confirmed lubrication interval was missed.
+24493,2024-03-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Temperature remained elevated during unscheduled overtime run.
+24494,2024-03-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.389,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24495,2024-03-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.91,False,Pressure peak corresponds to oversized billet batch processing.
+24496,2024-03-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.573,False,Telemetry quality flag downgraded during sensor self-test window.
+24497,2024-03-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.328,False,Machine throughput increase drove sustained pressure uplift.
+24498,2024-03-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.778,False,Warning threshold updated for pilot predictive-maintenance model.
+24499,2024-03-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Pressure peak corresponds to oversized billet batch processing.
+24500,2024-03-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.704,False,Machine idle period extended during planned sanitation window.
+24501,2024-03-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Sensor enclosure opened for manual calibration verification.
+24502,2024-03-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.517,False,Vibration harmonics broadened during extended production run.
+24503,2024-03-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Machine idle period extended during planned sanitation window.
+24504,2024-03-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.408,False,Sensor signal clipping observed during startup surge.
+24505,2024-03-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Shift handoff note referenced unusual noise near press enclosure.
+24506,2024-03-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.278,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24507,2024-03-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Humidity readings track seasonal rise across late spring.
+24508,2024-03-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.317,False,Sensor signal clipping observed during startup surge.
+24509,2024-03-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Air handler maintenance reduced humidity variance on finishing line.
+24510,2024-03-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.466,False,Warning threshold updated for pilot predictive-maintenance model.
+24511,2024-03-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.235,False,Pressure settled back to nominal after valve reseat.
+24512,2024-03-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.175,False,Sensor signal clipping observed during startup surge.
+24513,2024-03-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Sensor heartbeat delayed by one interval after gateway retry.
+24514,2024-03-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.951,False,Calibration check overdue by 11 days for press-line transducer.
+24515,2024-03-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24516,2024-03-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.559,False,Reliability engineer tagged sample window for model retraining.
+24517,2024-03-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.208,False,Humidity climbed during dock-door open period in afternoon shift.
+24518,2024-03-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.093,False,Sensor enclosure opened for manual calibration verification.
+24519,2024-03-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Sensor battery health remains nominal after firmware update.
+24520,2024-03-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.405,False,Hydraulic line pressure oscillation detected under load.
+24521,2024-03-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Supervisory alert generated after three consecutive threshold breaches.
+24522,2024-03-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.259,False,Temporary gateway failover completed without data loss.
+24523,2024-03-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.914,False,Operator reset acknowledged after red-tag inspection.
+24524,2024-03-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.778,False,Reliability engineer tagged sample window for model retraining.
+24525,2024-03-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Maintenance scheduler deferred calibration due to spare shortage.
+24526,2024-03-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.514,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24527,2024-03-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.701,False,Sensor enclosure opened for manual calibration verification.
+24528,2024-03-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.328,False,Hydraulic line pressure oscillation detected under load.
+24529,2024-03-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Coolant loop adjustment reduced chamber temperature spread.
+24530,2024-03-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.771,False,Shift handoff note referenced unusual noise near press enclosure.
+24531,2024-03-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Telemetry quality flag downgraded during sensor self-test window.
+24532,2024-03-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.729,False,Reliability engineer tagged sample window for model retraining.
+24533,2024-03-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.145,False,Maintenance note logged for coupling imbalance inspection.
+24534,2024-03-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.253,False,Press cycle dwell time lengthened during high-volume batch.
+24535,2024-03-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Thermal overshoot event coincided with recipe change on furnace.
+24536,2024-03-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.997,False,Thermal overshoot event coincided with recipe change on furnace.
+24537,2024-03-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.365,False,Bearing temperature rising faster than baseline on spindle cell.
+24538,2024-03-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.125,False,Temperature variance narrowed after coolant nozzle cleaning.
+24539,2024-03-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Temporary gateway failover completed without data loss.
+24540,2024-03-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.897,False,Machine idle period extended during planned sanitation window.
+24541,2024-03-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.053,False,Temperature remained elevated during unscheduled overtime run.
+24542,2024-03-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.771,False,Warning threshold updated for pilot predictive-maintenance model.
+24543,2024-03-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.532,False,Packaging line stop reduced adjacent vibration background.
+24544,2024-03-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.551,False,Machine idle period extended during planned sanitation window.
+24545,2024-03-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,SCADA backfill inserted two delayed telemetry points.
+24546,2024-03-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.137,False,Maintenance note logged for coupling imbalance inspection.
+24547,2024-03-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.267,False,Thermal overshoot event coincided with recipe change on furnace.
+24548,2024-03-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.197,False,Temperature remained elevated during unscheduled overtime run.
+24549,2024-03-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.286,False,Pressure settled back to nominal after valve reseat.
+24550,2024-03-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.958,False,Bearing temperature rising faster than baseline on spindle cell.
+24551,2024-03-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.412,False,Temperature remained elevated during unscheduled overtime run.
+24552,2024-03-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.866,False,Quality team requested trace review for lot 24-118B.
+24553,2024-03-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.923,False,Dust extraction fan offline for 18 minutes on line finishing.
+24554,2024-03-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24555,2024-03-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.84,False,Calibration check overdue by 11 days for press-line transducer.
+24556,2024-03-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.295,False,Vibration burst exceeds envelope during tool change cycle.
+24557,2024-03-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.444,False,Vibration baseline recovered after tool holder replacement.
+24558,2024-03-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.556,False,Quality team requested trace review for lot 24-118B.
+24559,2024-03-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.522,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24560,2024-03-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.495,False,Humidity climbed during dock-door open period in afternoon shift.
+24561,2024-03-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.251,False,Machine idle period extended during planned sanitation window.
+24562,2024-03-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.731,False,Reliability engineer tagged sample window for model retraining.
+24563,2024-03-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24564,2024-03-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.451,False,Telemetry quality flag downgraded during sensor self-test window.
+24565,2024-03-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Sensor heartbeat delayed by one interval after gateway retry.
+24566,2024-03-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.717,False,Edge collector replayed buffered events after network recovery.
+24567,2024-03-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Pressure settled back to nominal after valve reseat.
+24568,2024-03-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.758,False,Machine idle period extended during planned sanitation window.
+24569,2024-03-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Temperature remained elevated during unscheduled overtime run.
+24570,2024-03-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.708,False,Maintenance scheduler deferred calibration due to spare shortage.
+24571,2024-03-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Thermal overshoot event coincided with recipe change on furnace.
+24572,2024-03-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.241,False,Vibration harmonics broadened during extended production run.
+24573,2024-03-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.231,False,Machine idle period extended during planned sanitation window.
+24574,2024-03-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.634,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24575,2024-03-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.572,False,Transient outlier matched forklift impact near cabinet wall.
+24576,2024-03-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.358,False,Thermal ramp exceeded expected warmup curve before shift start.
+24577,2024-03-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.601,False,Vibration harmonics broadened during extended production run.
+24578,2024-03-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.887,False,Thermal overshoot event coincided with recipe change on furnace.
+24579,2024-03-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.326,False,Packaging line stop reduced adjacent vibration background.
+24580,2024-03-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.665,False,Pressure line purge completed before restart authorization.
+24581,2024-03-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.063,False,Telemetry quality flag downgraded during sensor self-test window.
+24582,2024-03-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.818,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24583,2024-03-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.293,False,Packaging line stop reduced adjacent vibration background.
+24584,2024-03-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.658,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24585,2024-03-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.618,False,Vibration harmonics broadened during extended production run.
+24586,2024-03-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.655,False,Press cycle dwell time lengthened during high-volume batch.
+24587,2024-03-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,SCADA backfill inserted two delayed telemetry points.
+24588,2024-03-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.36,False,Pressure peak corresponds to oversized billet batch processing.
+24589,2024-03-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Quality hold reduced finishing booth activity for one shift.
+24590,2024-03-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.741,False,Pressure peak corresponds to oversized billet batch processing.
+24591,2024-03-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.176,False,Machine throughput increase drove sustained pressure uplift.
+24592,2024-03-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.111,False,Maintenance crew confirmed lubrication interval was missed.
+24593,2024-03-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.001,False,Coolant loop adjustment reduced chamber temperature spread.
+24594,2024-03-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.738,False,Humidity excursion near finishing booth during coating run.
+24595,2024-03-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.705,False,Press cycle dwell time lengthened during high-volume batch.
+24596,2024-03-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.536,False,Vibration baseline recovered after tool holder replacement.
+24597,2024-03-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.8,False,Calibration check overdue by 11 days for press-line transducer.
+24598,2024-03-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.816,False,Calibration check overdue by 11 days for press-line transducer.
+24599,2024-03-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.29,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24600,2024-03-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.813,False,Calibration check overdue by 11 days for press-line transducer.
+24601,2024-03-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Thermal ramp exceeded expected warmup curve before shift start.
+24602,2024-03-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.368,False,Operator reset acknowledged after red-tag inspection.
+24603,2024-03-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Temporary gateway failover completed without data loss.
+24604,2024-03-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.553,False,Coolant loop adjustment reduced chamber temperature spread.
+24605,2024-03-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Short-lived packet loss observed at edge gateway gw-02.
+24606,2024-03-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.387,False,Pressure settled back to nominal after valve reseat.
+24607,2024-03-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Pressure line purge completed before restart authorization.
+24608,2024-03-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.316,False,Quality hold reduced finishing booth activity for one shift.
+24609,2024-03-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.966,False,Packaging line stop reduced adjacent vibration background.
+24610,2024-03-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.51,False,Pressure settled back to nominal after valve reseat.
+24611,2024-03-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Warning threshold updated for pilot predictive-maintenance model.
+24612,2024-03-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.42,False,Air handler maintenance reduced humidity variance on finishing line.
+24613,2024-03-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Vibration harmonics broadened during extended production run.
+24614,2024-03-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.861,False,Vibration harmonics broadened during extended production run.
+24615,2024-03-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.525,False,Thermal overshoot event coincided with recipe change on furnace.
+24616,2024-03-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.098,False,Temperature variance narrowed after coolant nozzle cleaning.
+24617,2024-03-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,SCADA backfill inserted two delayed telemetry points.
+24618,2024-03-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.521,False,Humidity readings track seasonal rise across late spring.
+24619,2024-03-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.252,False,Edge collector replayed buffered events after network recovery.
+24620,2024-03-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.045,False,Pressure line purge completed before restart authorization.
+24621,2024-03-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Hydraulic line pressure oscillation detected under load.
+24622,2024-03-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.298,False,Maintenance note logged for coupling imbalance inspection.
+24623,2024-03-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Thermal overshoot event coincided with recipe change on furnace.
+24624,2024-03-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.31,False,Anomaly review flagged possible bearing wear progression.
+24625,2024-03-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.207,False,Night shift startup produced higher than normal vibration floor.
+24626,2024-03-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.117,False,Shift handoff note referenced unusual noise near press enclosure.
+24627,2024-03-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.947,False,Operator reported intermittent chatter on machine CNC-04.
+24628,2024-03-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.652,False,Vibration burst exceeds envelope during tool change cycle.
+24629,2024-03-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.445,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24630,2024-03-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.619,False,Sensor enclosure opened for manual calibration verification.
+24631,2024-03-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Quality team requested trace review for lot 24-118B.
+24632,2024-03-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.894,False,Maintenance note logged for coupling imbalance inspection.
+24633,2024-03-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.639,False,Temperature remained elevated during unscheduled overtime run.
+24634,2024-03-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.831,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24635,2024-03-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Thermal overshoot event coincided with recipe change on furnace.
+24636,2024-03-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.328,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24637,2024-03-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.837,False,Maintenance crew confirmed lubrication interval was missed.
+24638,2024-03-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.234,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24639,2024-03-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.224,False,Thermal ramp exceeded expected warmup curve before shift start.
+24640,2024-03-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.691,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24641,2024-03-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.305,False,Press cycle dwell time lengthened during high-volume batch.
+24642,2024-03-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.057,False,Humidity readings track seasonal rise across late spring.
+24643,2024-03-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.242,False,Machine throughput increase drove sustained pressure uplift.
+24644,2024-03-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.834,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24645,2024-03-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Short-lived packet loss observed at edge gateway gw-02.
+24646,2024-03-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,55.115,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24647,2024-03-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.969,False,Dust extraction fan offline for 18 minutes on line finishing.
+24648,2024-03-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.006,False,Pressure settled back to nominal after valve reseat.
+24649,2024-03-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.298,False,Vibration burst exceeds envelope during tool change cycle.
+24650,2024-03-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.869,False,Pressure settled back to nominal after valve reseat.
+24651,2024-03-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.471,False,Vibration baseline recovered after tool holder replacement.
+24652,2024-03-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.73,False,Packaging line stop reduced adjacent vibration background.
+24653,2024-03-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.311,False,Pressure peak corresponds to oversized billet batch processing.
+24654,2024-03-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.902,False,Shift handoff note referenced unusual noise near press enclosure.
+24655,2024-03-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.25,False,Maintenance scheduler deferred calibration due to spare shortage.
+24656,2024-03-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.636,False,Sensor signal clipping observed during startup surge.
+24657,2024-03-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.03,False,Pressure peak corresponds to oversized billet batch processing.
+24658,2024-03-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.146,False,Quality hold reduced finishing booth activity for one shift.
+24659,2024-03-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.328,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24660,2024-03-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.19,False,Humidity climbed during dock-door open period in afternoon shift.
+24661,2024-03-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.043,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24662,2024-03-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.235,False,Quality team requested trace review for lot 24-118B.
+24663,2024-03-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Packaging line stop reduced adjacent vibration background.
+24664,2024-03-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.928,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24665,2024-03-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.54,False,Telemetry quality flag downgraded during sensor self-test window.
+24666,2024-03-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.28,False,Thermal ramp exceeded expected warmup curve before shift start.
+24667,2024-03-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Temperature remained elevated during unscheduled overtime run.
+24668,2024-03-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.4,False,Dust extraction fan offline for 18 minutes on line finishing.
+24669,2024-03-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.335,False,Packaging line stop reduced adjacent vibration background.
+24670,2024-03-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.841,False,Calibration check overdue by 11 days for press-line transducer.
+24671,2024-03-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Dust extraction fan offline for 18 minutes on line finishing.
+24672,2024-03-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.108,False,Transient outlier matched forklift impact near cabinet wall.
+24673,2024-03-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Thermal ramp exceeded expected warmup curve before shift start.
+24674,2024-03-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.717,False,Short-lived packet loss observed at edge gateway gw-02.
+24675,2024-03-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.039,False,Edge collector replayed buffered events after network recovery.
+24676,2024-03-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.104,False,Calibration check overdue by 11 days for press-line transducer.
+24677,2024-03-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24678,2024-03-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.65,False,Edge collector replayed buffered events after network recovery.
+24679,2024-03-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.008,False,Short-lived packet loss observed at edge gateway gw-02.
+24680,2024-03-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.461,False,Bearing temperature rising faster than baseline on spindle cell.
+24681,2024-03-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Sensor signal clipping observed during startup surge.
+24682,2024-03-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.409,False,Pressure line purge completed before restart authorization.
+24683,2024-03-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.793,False,Shift handoff note referenced unusual noise near press enclosure.
+24684,2024-03-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.004,False,Machine throughput increase drove sustained pressure uplift.
+24685,2024-03-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Maintenance note logged for coupling imbalance inspection.
+24686,2024-03-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.038,False,Packaging line stop reduced adjacent vibration background.
+24687,2024-03-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.67,False,Humidity readings track seasonal rise across late spring.
+24688,2024-03-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.898,False,Shift handoff note referenced unusual noise near press enclosure.
+24689,2024-03-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.182,False,Humidity readings track seasonal rise across late spring.
+24690,2024-03-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.44,False,Humidity baseline improved after seal replacement.
+24691,2024-03-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.88,False,Humidity excursion near finishing booth during coating run.
+24692,2024-03-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.084,False,Maintenance scheduler deferred calibration due to spare shortage.
+24693,2024-03-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24694,2024-03-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.673,False,Humidity baseline improved after seal replacement.
+24695,2024-03-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.92,False,Quality hold reduced finishing booth activity for one shift.
+24696,2024-03-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.31,False,Sensor battery health remains nominal after firmware update.
+24697,2024-03-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.626,False,Warning threshold updated for pilot predictive-maintenance model.
+24698,2024-03-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,56.661,False,Calibration check overdue by 11 days for press-line transducer.
+24699,2024-03-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.639,False,Bearing temperature rising faster than baseline on spindle cell.
+24700,2024-03-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.797,False,Night shift startup produced higher than normal vibration floor.
+24701,2024-03-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Maintenance scheduler deferred calibration due to spare shortage.
+24702,2024-03-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.325,False,Reliability engineer tagged sample window for model retraining.
+24703,2024-03-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Dust extraction fan offline for 18 minutes on line finishing.
+24704,2024-03-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.133,False,Packaging line stop reduced adjacent vibration background.
+24705,2024-03-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Supervisory alert generated after three consecutive threshold breaches.
+24706,2024-03-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.033,False,Condensation warning cleared after dehumidifier ramp-up.
+24707,2024-03-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Condensation warning cleared after dehumidifier ramp-up.
+24708,2024-03-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.259,False,Maintenance scheduler deferred calibration due to spare shortage.
+24709,2024-03-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.61,False,Short-lived packet loss observed at edge gateway gw-02.
+24710,2024-03-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.94,False,SCADA backfill inserted two delayed telemetry points.
+24711,2024-03-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.257,False,Humidity baseline improved after seal replacement.
+24712,2024-03-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.911,False,Condensation warning cleared after dehumidifier ramp-up.
+24713,2024-03-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.218,False,Operator reported intermittent chatter on machine CNC-04.
+24714,2024-03-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.314,False,Operator reset acknowledged after red-tag inspection.
+24715,2024-03-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.644,False,Edge collector replayed buffered events after network recovery.
+24716,2024-03-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.92,False,Dust extraction fan offline for 18 minutes on line finishing.
+24717,2024-03-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Packaging line stop reduced adjacent vibration background.
+24718,2024-03-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.456,False,Air handler maintenance reduced humidity variance on finishing line.
+24719,2024-03-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Short-lived packet loss observed at edge gateway gw-02.
+24720,2024-03-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.322,False,Humidity climbed during dock-door open period in afternoon shift.
+24721,2024-03-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Warning threshold updated for pilot predictive-maintenance model.
+24722,2024-03-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.376,False,Temporary gateway failover completed without data loss.
+24723,2024-03-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.422,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24724,2024-03-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.133,False,Warning threshold updated for pilot predictive-maintenance model.
+24725,2024-03-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.423,False,Reliability engineer tagged sample window for model retraining.
+24726,2024-03-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.263,False,Dust extraction fan offline for 18 minutes on line finishing.
+24727,2024-03-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24728,2024-03-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.207,False,Maintenance crew confirmed lubrication interval was missed.
+24729,2024-03-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Packaging line stop reduced adjacent vibration background.
+24730,2024-03-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.044,False,Maintenance note logged for coupling imbalance inspection.
+24731,2024-03-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24732,2024-03-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.355,False,Thermal ramp exceeded expected warmup curve before shift start.
+24733,2024-03-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.445,False,Short-lived packet loss observed at edge gateway gw-02.
+24734,2024-03-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.936,False,Humidity baseline improved after seal replacement.
+24735,2024-03-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24736,2024-03-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.399,False,Sensor signal clipping observed during startup surge.
+24737,2024-03-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Short-lived packet loss observed at edge gateway gw-02.
+24738,2024-03-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.921,False,Coolant loop adjustment reduced chamber temperature spread.
+24739,2024-03-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.823,False,Supervisory alert generated after three consecutive threshold breaches.
+24740,2024-03-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.976,False,Vibration harmonics broadened during extended production run.
+24741,2024-03-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.898,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24742,2024-03-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.705,False,Maintenance scheduler deferred calibration due to spare shortage.
+24743,2024-03-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Warning threshold updated for pilot predictive-maintenance model.
+24744,2024-03-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.459,False,Sensor battery health remains nominal after firmware update.
+24745,2024-03-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.214,False,Humidity readings track seasonal rise across late spring.
+24746,2024-03-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.096,False,Humidity excursion near finishing booth during coating run.
+24747,2024-03-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.329,False,Short-lived packet loss observed at edge gateway gw-02.
+24748,2024-03-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.766,False,Supervisory alert generated after three consecutive threshold breaches.
+24749,2024-03-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.598,False,Thermal ramp exceeded expected warmup curve before shift start.
+24750,2024-03-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.989,False,Pressure line purge completed before restart authorization.
+24751,2024-03-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.984,False,Hydraulic line pressure oscillation detected under load.
+24752,2024-03-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.822,False,Vibration harmonics broadened during extended production run.
+24753,2024-03-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,SCADA backfill inserted two delayed telemetry points.
+24754,2024-03-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.439,False,Telemetry quality flag downgraded during sensor self-test window.
+24755,2024-03-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.577,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24756,2024-03-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.782,False,Calibration check overdue by 11 days for press-line transducer.
+24757,2024-03-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.101,False,Short-lived packet loss observed at edge gateway gw-02.
+24758,2024-03-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.566,False,Vibration harmonics broadened during extended production run.
+24759,2024-03-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.209,False,Bearing temperature rising faster than baseline on spindle cell.
+24760,2024-03-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.041,False,Packaging line stop reduced adjacent vibration background.
+24761,2024-03-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.061,False,Temporary gateway failover completed without data loss.
+24762,2024-03-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.109,False,Hydraulic line pressure oscillation detected under load.
+24763,2024-03-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.89,False,Temporary gateway failover completed without data loss.
+24764,2024-03-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.471,False,Operator reported intermittent chatter on machine CNC-04.
+24765,2024-03-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24766,2024-03-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.875,False,Quality hold reduced finishing booth activity for one shift.
+24767,2024-03-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.978,False,Maintenance crew confirmed lubrication interval was missed.
+24768,2024-03-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.224,False,Calibration check overdue by 11 days for press-line transducer.
+24769,2024-03-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Coolant loop adjustment reduced chamber temperature spread.
+24770,2024-03-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.17,False,SCADA backfill inserted two delayed telemetry points.
+24771,2024-03-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,6.957,False,Warning threshold updated for pilot predictive-maintenance model.
+24772,2024-03-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.495,False,Pressure peak corresponds to oversized billet batch processing.
+24773,2024-03-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.915,False,Warning threshold updated for pilot predictive-maintenance model.
+24774,2024-03-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.792,False,Unbalanced load introduced cyclical pressure ripple.
+24775,2024-03-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Operator reset acknowledged after red-tag inspection.
+24776,2024-03-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.212,False,Sensor signal clipping observed during startup surge.
+24777,2024-03-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.151,False,Quality team requested trace review for lot 24-118B.
+24778,2024-03-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.214,False,Reliability engineer tagged sample window for model retraining.
+24779,2024-03-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.649,False,Packaging line stop reduced adjacent vibration background.
+24780,2024-03-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.457,False,Night shift startup produced higher than normal vibration floor.
+24781,2024-03-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.457,False,Hydraulic line pressure oscillation detected under load.
+24782,2024-03-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24783,2024-03-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Vibration burst exceeds envelope during tool change cycle.
+24784,2024-03-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.932,False,Machine throughput increase drove sustained pressure uplift.
+24785,2024-03-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.986,False,Night shift startup produced higher than normal vibration floor.
+24786,2024-03-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.099,False,Warning threshold updated for pilot predictive-maintenance model.
+24787,2024-03-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.07,False,Pressure line purge completed before restart authorization.
+24788,2024-03-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.414,False,Air handler maintenance reduced humidity variance on finishing line.
+24789,2024-03-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.358,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24790,2024-03-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.6,False,Reliability engineer tagged sample window for model retraining.
+24791,2024-03-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.765,False,Transient outlier matched forklift impact near cabinet wall.
+24792,2024-03-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.954,False,Vibration burst exceeds envelope during tool change cycle.
+24793,2024-03-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.188,False,Hydraulic line pressure oscillation detected under load.
+24794,2024-03-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.431,False,Sensor enclosure opened for manual calibration verification.
+24795,2024-03-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,6.893,False,Night shift startup produced higher than normal vibration floor.
+24796,2024-03-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.381,False,Hydraulic line pressure oscillation detected under load.
+24797,2024-03-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.849,False,Unbalanced load introduced cyclical pressure ripple.
+24798,2024-03-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.382,False,Operator reported intermittent chatter on machine CNC-04.
+24799,2024-03-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.39,False,Temperature variance narrowed after coolant nozzle cleaning.
+24800,2024-03-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.576,False,Anomaly review flagged possible bearing wear progression.
+24801,2024-03-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.226,False,Warning threshold updated for pilot predictive-maintenance model.
+24802,2024-03-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.245,False,Packaging line stop reduced adjacent vibration background.
+24803,2024-03-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Reliability engineer tagged sample window for model retraining.
+24804,2024-03-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.737,False,Shift handoff note referenced unusual noise near press enclosure.
+24805,2024-03-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Edge collector replayed buffered events after network recovery.
+24806,2024-03-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.575,False,Temporary gateway failover completed without data loss.
+24807,2024-03-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Thermal overshoot event coincided with recipe change on furnace.
+24808,2024-03-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.928,False,Transient outlier matched forklift impact near cabinet wall.
+24809,2024-03-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,SCADA backfill inserted two delayed telemetry points.
+24810,2024-03-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.577,False,Maintenance scheduler deferred calibration due to spare shortage.
+24811,2024-03-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.43,False,Pressure line purge completed before restart authorization.
+24812,2024-03-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.176,False,Press cycle dwell time lengthened during high-volume batch.
+24813,2024-03-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.871,False,Humidity baseline improved after seal replacement.
+24814,2024-03-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.783,False,Reliability engineer tagged sample window for model retraining.
+24815,2024-03-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.934,False,Edge collector replayed buffered events after network recovery.
+24816,2024-03-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.126,False,Anomaly review flagged possible bearing wear progression.
+24817,2024-03-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Thermal ramp exceeded expected warmup curve before shift start.
+24818,2024-03-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.94,False,Edge collector replayed buffered events after network recovery.
+24819,2024-03-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24820,2024-03-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.23,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24821,2024-03-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.355,False,Sensor heartbeat delayed by one interval after gateway retry.
+24822,2024-03-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.447,False,Transient outlier matched forklift impact near cabinet wall.
+24823,2024-03-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.65,False,Packaging line stop reduced adjacent vibration background.
+24824,2024-03-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.213,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24825,2024-03-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.879,False,Operator reset acknowledged after red-tag inspection.
+24826,2024-03-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.795,False,Supervisory alert generated after three consecutive threshold breaches.
+24827,2024-03-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.353,False,Temperature variance narrowed after coolant nozzle cleaning.
+24828,2024-03-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Condensation warning cleared after dehumidifier ramp-up.
+24829,2024-03-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.979,False,Edge collector replayed buffered events after network recovery.
+24830,2024-03-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.796,False,Condensation warning cleared after dehumidifier ramp-up.
+24831,2024-03-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.191,False,Bearing temperature rising faster than baseline on spindle cell.
+24832,2024-03-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.422,False,Supervisory alert generated after three consecutive threshold breaches.
+24833,2024-03-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.281,False,Temperature remained elevated during unscheduled overtime run.
+24834,2024-03-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.064,False,Quality team requested trace review for lot 24-118B.
+24835,2024-03-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.978,False,Humidity climbed during dock-door open period in afternoon shift.
+24836,2024-03-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.186,False,Edge collector replayed buffered events after network recovery.
+24837,2024-03-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Thermal overshoot event coincided with recipe change on furnace.
+24838,2024-03-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.163,False,Maintenance scheduler deferred calibration due to spare shortage.
+24839,2024-03-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24840,2024-03-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.821,False,Vibration baseline recovered after tool holder replacement.
+24841,2024-03-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Temperature variance narrowed after coolant nozzle cleaning.
+24842,2024-03-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.355,False,Vibration burst exceeds envelope during tool change cycle.
+24843,2024-03-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.573,False,Maintenance scheduler deferred calibration due to spare shortage.
+24844,2024-03-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.148,False,Packaging line stop reduced adjacent vibration background.
+24845,2024-03-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.775,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24846,2024-03-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Sensor battery health remains nominal after firmware update.
+24847,2024-03-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.445,False,Packaging line stop reduced adjacent vibration background.
+24848,2024-03-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.552,False,Sensor battery health remains nominal after firmware update.
+24849,2024-03-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.763,False,Temperature variance narrowed after coolant nozzle cleaning.
+24850,2024-03-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.325,False,Night shift startup produced higher than normal vibration floor.
+24851,2024-03-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.564,False,Humidity baseline improved after seal replacement.
+24852,2024-03-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.588,False,Packaging line stop reduced adjacent vibration background.
+24853,2024-03-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.932,False,Unbalanced load introduced cyclical pressure ripple.
+24854,2024-03-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.161,False,Edge collector replayed buffered events after network recovery.
+24855,2024-03-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.196,False,Pressure settled back to nominal after valve reseat.
+24856,2024-03-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.627,False,Humidity climbed during dock-door open period in afternoon shift.
+24857,2024-03-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.347,False,Machine idle period extended during planned sanitation window.
+24858,2024-03-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.401,False,Sensor battery health remains nominal after firmware update.
+24859,2024-03-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Quality hold reduced finishing booth activity for one shift.
+24860,2024-03-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.866,False,Sensor heartbeat delayed by one interval after gateway retry.
+24861,2024-03-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.366,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24862,2024-03-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.455,False,Vibration baseline recovered after tool holder replacement.
+24863,2024-03-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.967,False,Sensor signal clipping observed during startup surge.
+24864,2024-03-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.94,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24865,2024-03-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.641,False,Sensor signal clipping observed during startup surge.
+24866,2024-03-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.485,False,Machine idle period extended during planned sanitation window.
+24867,2024-03-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Vibration harmonics broadened during extended production run.
+24868,2024-03-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.271,False,Warning threshold updated for pilot predictive-maintenance model.
+24869,2024-03-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.525,False,Maintenance note logged for coupling imbalance inspection.
+24870,2024-03-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.384,False,Machine idle period extended during planned sanitation window.
+24871,2024-03-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.629,False,Hydraulic line pressure oscillation detected under load.
+24872,2024-03-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.851,False,Thermal overshoot event coincided with recipe change on furnace.
+24873,2024-03-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Supervisory alert generated after three consecutive threshold breaches.
+24874,2024-03-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.114,False,Humidity readings track seasonal rise across late spring.
+24875,2024-03-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.614,False,Sensor battery health remains nominal after firmware update.
+24876,2024-03-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.973,False,SCADA backfill inserted two delayed telemetry points.
+24877,2024-03-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.894,False,Vibration harmonics broadened during extended production run.
+24878,2024-03-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.792,False,Calibration check overdue by 11 days for press-line transducer.
+24879,2024-03-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24880,2024-03-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.802,False,Sensor signal clipping observed during startup surge.
+24881,2024-03-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.675,False,Warning threshold updated for pilot predictive-maintenance model.
+24882,2024-03-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.092,False,Anomaly review flagged possible bearing wear progression.
+24883,2024-03-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.984,False,Shift handoff note referenced unusual noise near press enclosure.
+24884,2024-03-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.752,False,Shift handoff note referenced unusual noise near press enclosure.
+24885,2024-03-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.671,False,Bearing temperature rising faster than baseline on spindle cell.
+24886,2024-03-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.254,False,Transient outlier matched forklift impact near cabinet wall.
+24887,2024-03-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Short-lived packet loss observed at edge gateway gw-02.
+24888,2024-03-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.988,False,Maintenance note logged for coupling imbalance inspection.
+24889,2024-03-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Machine throughput increase drove sustained pressure uplift.
+24890,2024-03-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.931,False,Humidity baseline improved after seal replacement.
+24891,2024-03-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.034,False,Sensor signal clipping observed during startup surge.
+24892,2024-03-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.185,False,SCADA backfill inserted two delayed telemetry points.
+24893,2024-03-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.334,False,Dust extraction fan offline for 18 minutes on line finishing.
+24894,2024-03-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.238,False,Telemetry quality flag downgraded during sensor self-test window.
+24895,2024-03-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Transient outlier matched forklift impact near cabinet wall.
+24896,2024-03-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.61,False,Transient outlier matched forklift impact near cabinet wall.
+24897,2024-03-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,SCADA backfill inserted two delayed telemetry points.
+24898,2024-03-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.652,False,Shift handoff note referenced unusual noise near press enclosure.
+24899,2024-03-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.429,False,Sensor battery health remains nominal after firmware update.
+24900,2024-03-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.329,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24901,2024-03-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.298,False,Unbalanced load introduced cyclical pressure ripple.
+24902,2024-03-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.179,False,Maintenance crew confirmed lubrication interval was missed.
+24903,2024-03-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.511,False,Quality team requested trace review for lot 24-118B.
+24904,2024-03-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.847,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24905,2024-03-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.599,False,Pressure settled back to nominal after valve reseat.
+24906,2024-03-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.609,False,Calibration check overdue by 11 days for press-line transducer.
+24907,2024-03-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.122,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+24908,2024-03-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.2,False,Humidity baseline improved after seal replacement.
+24909,2024-03-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.357,False,Sensor signal clipping observed during startup surge.
+24910,2024-03-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.381,False,Humidity baseline improved after seal replacement.
+24911,2024-03-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Machine idle period extended during planned sanitation window.
+24912,2024-03-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.462,False,Vibration burst exceeds envelope during tool change cycle.
+24913,2024-03-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Night shift startup produced higher than normal vibration floor.
+24914,2024-03-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.337,False,Humidity readings track seasonal rise across late spring.
+24915,2024-03-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Quality hold reduced finishing booth activity for one shift.
+24916,2024-03-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.773,False,Compressed air fluctuation introduced pressure noise for two cycles.
+24917,2024-03-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Pressure peak corresponds to oversized billet batch processing.
+24918,2024-03-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.536,False,Maintenance note logged for coupling imbalance inspection.
+24919,2024-03-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.87,False,Thermal ramp exceeded expected warmup curve before shift start.
+24920,2024-03-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.704,False,Thermal overshoot event coincided with recipe change on furnace.
+24921,2024-03-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.018,False,Pressure line purge completed before restart authorization.
+24922,2024-03-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.31,False,Humidity climbed during dock-door open period in afternoon shift.
+24923,2024-03-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.17,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24924,2024-03-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.738,False,Bearing temperature rising faster than baseline on spindle cell.
+24925,2024-03-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.809,False,Quality hold reduced finishing booth activity for one shift.
+24926,2024-03-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.639,False,Quality team requested trace review for lot 24-118B.
+24927,2024-03-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.44,False,Pressure settled back to nominal after valve reseat.
+24928,2024-03-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.933,False,Temporary gateway failover completed without data loss.
+24929,2024-03-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.139,False,Maintenance note logged for coupling imbalance inspection.
+24930,2024-03-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.106,False,Humidity readings track seasonal rise across late spring.
+24931,2024-03-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.188,False,Vibration burst exceeds envelope during tool change cycle.
+24932,2024-03-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.148,False,Night shift startup produced higher than normal vibration floor.
+24933,2024-03-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.123,False,Unbalanced load introduced cyclical pressure ripple.
+24934,2024-03-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.387,False,Thermal overshoot event coincided with recipe change on furnace.
+24935,2024-03-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.327,False,SCADA backfill inserted two delayed telemetry points.
+24936,2024-03-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.293,False,Calibration check overdue by 11 days for press-line transducer.
+24937,2024-03-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Humidity readings track seasonal rise across late spring.
+24938,2024-03-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.788,False,Temperature variance narrowed after coolant nozzle cleaning.
+24939,2024-03-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.827,False,Anomaly review flagged possible bearing wear progression.
+24940,2024-03-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.27,False,Condensation warning cleared after dehumidifier ramp-up.
+24941,2024-03-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.752,False,Bearing temperature rising faster than baseline on spindle cell.
+24942,2024-03-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.907,False,Operator reset acknowledged after red-tag inspection.
+24943,2024-03-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24944,2024-03-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.924,False,Temporary gateway failover completed without data loss.
+24945,2024-03-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Hydraulic line pressure oscillation detected under load.
+24946,2024-03-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.701,False,Supervisory alert generated after three consecutive threshold breaches.
+24947,2024-03-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Edge collector replayed buffered events after network recovery.
+24948,2024-03-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.813,False,Temperature variance narrowed after coolant nozzle cleaning.
+24949,2024-03-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.352,False,Ambient temperature stabilized after HVAC stage-two engagement.
+24950,2024-03-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.613,False,Maintenance crew confirmed lubrication interval was missed.
+24951,2024-03-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.23,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24952,2024-03-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.548,False,Machine throughput increase drove sustained pressure uplift.
+24953,2024-03-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Calibration check overdue by 11 days for press-line transducer.
+24954,2024-03-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.671,False,Quality hold reduced finishing booth activity for one shift.
+24955,2024-03-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.635,False,Machine idle period extended during planned sanitation window.
+24956,2024-03-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.444,False,Machine throughput increase drove sustained pressure uplift.
+24957,2024-03-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.625,False,Humidity readings track seasonal rise across late spring.
+24958,2024-03-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.719,False,Calibration check overdue by 11 days for press-line transducer.
+24959,2024-03-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.384,False,Humidity baseline improved after seal replacement.
+24960,2024-03-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.735,False,Sensor signal clipping observed during startup surge.
+24961,2024-03-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Short-lived packet loss observed at edge gateway gw-02.
+24962,2024-03-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.323,False,Humidity baseline improved after seal replacement.
+24963,2024-03-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.84,False,Pressure line purge completed before restart authorization.
+24964,2024-03-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.476,False,Anomaly review flagged possible bearing wear progression.
+24965,2024-03-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.017,False,Heat-treat furnace door cycling increased localized temperature spikes.
+24966,2024-03-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.257,False,Thermal ramp exceeded expected warmup curve before shift start.
+24967,2024-03-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.683,False,Humidity baseline improved after seal replacement.
+24968,2024-03-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.692,False,Supervisory alert generated after three consecutive threshold breaches.
+24969,2024-03-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.857,False,Machine throughput increase drove sustained pressure uplift.
+24970,2024-03-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.466,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24971,2024-03-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+24972,2024-03-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.398,False,Coolant loop adjustment reduced chamber temperature spread.
+24973,2024-03-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.738,False,Machine throughput increase drove sustained pressure uplift.
+24974,2024-03-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.426,False,Supervisory alert generated after three consecutive threshold breaches.
+24975,2024-03-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.721,False,Operator reset acknowledged after red-tag inspection.
+24976,2024-03-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.162,False,Condensation warning cleared after dehumidifier ramp-up.
+24977,2024-03-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Vibration harmonics broadened during extended production run.
+24978,2024-03-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.658,False,SCADA backfill inserted two delayed telemetry points.
+24979,2024-03-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.502,False,Maintenance note logged for coupling imbalance inspection.
+24980,2024-03-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.119,False,Sensor enclosure opened for manual calibration verification.
+24981,2024-03-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.586,False,Packaging line stop reduced adjacent vibration background.
+24982,2024-03-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.056,False,Humidity excursion near finishing booth during coating run.
+24983,2024-03-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.404,False,Vibration burst exceeds envelope during tool change cycle.
+24984,2024-03-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.476,False,Condensation warning cleared after dehumidifier ramp-up.
+24985,2024-03-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.769,False,SCADA backfill inserted two delayed telemetry points.
+24986,2024-03-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.659,False,Telemetry quality flag downgraded during sensor self-test window.
+24987,2024-03-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.263,False,Maintenance scheduler deferred calibration due to spare shortage.
+24988,2024-03-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.425,False,Reliability engineer tagged sample window for model retraining.
+24989,2024-03-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Maintenance note logged for coupling imbalance inspection.
+24990,2024-03-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.291,False,Quality team requested trace review for lot 24-118B.
+24991,2024-03-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.548,False,Vibration burst exceeds envelope during tool change cycle.
+24992,2024-03-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
+24993,2024-03-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24994,2024-03-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.745,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+24995,2024-03-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.881,False,Dust extraction fan offline for 18 minutes on line finishing.
+24996,2024-03-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.399,False,Sensor enclosure opened for manual calibration verification.
+24997,2024-03-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.89,False,Shift handoff note referenced unusual noise near press enclosure.
+24998,2024-03-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.586,False,Humidity climbed during dock-door open period in afternoon shift.
+24999,2024-03-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.9,False,Short-lived packet loss observed at edge gateway gw-02.
+25000,2024-03-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.376,False,Short-lived packet loss observed at edge gateway gw-02.
+25001,2024-03-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.573,False,Quality team requested trace review for lot 24-118B.
+25002,2024-03-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,57.889,False,Reliability engineer tagged sample window for model retraining.
+25003,2024-03-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,SCADA backfill inserted two delayed telemetry points.
+25004,2024-03-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.288,False,Vibration baseline recovered after tool holder replacement.
+25005,2024-03-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Reliability engineer tagged sample window for model retraining.
+25006,2024-03-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.279,False,Calibration check overdue by 11 days for press-line transducer.
+25007,2024-03-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.356,False,Reliability engineer tagged sample window for model retraining.
+25008,2024-03-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.76,False,Short-lived packet loss observed at edge gateway gw-02.
+25009,2024-03-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.973,False,Operator reported intermittent chatter on machine CNC-04.
+25010,2024-03-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.204,False,Maintenance crew confirmed lubrication interval was missed.
+25011,2024-03-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.967,False,Maintenance note logged for coupling imbalance inspection.
+25012,2024-03-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.552,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25013,2024-03-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.251,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25014,2024-03-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.065,False,Operator reset acknowledged after red-tag inspection.
+25015,2024-03-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.349,False,Quality hold reduced finishing booth activity for one shift.
+25016,2024-03-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.789,False,Pressure peak corresponds to oversized billet batch processing.
+25017,2024-03-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.186,False,Maintenance note logged for coupling imbalance inspection.
+25018,2024-03-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.957,False,Pressure line purge completed before restart authorization.
+25019,2024-03-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Thermal ramp exceeded expected warmup curve before shift start.
+25020,2024-03-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.492,False,Short-lived packet loss observed at edge gateway gw-02.
+25021,2024-03-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.549,False,Press cycle dwell time lengthened during high-volume batch.
+25022,2024-03-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.359,False,Transient outlier matched forklift impact near cabinet wall.
+25023,2024-03-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.564,False,Vibration harmonics broadened during extended production run.
+25024,2024-03-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.021,False,Air handler maintenance reduced humidity variance on finishing line.
+25025,2024-03-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.909,False,Anomaly review flagged possible bearing wear progression.
+25026,2024-03-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.139,False,Machine throughput increase drove sustained pressure uplift.
+25027,2024-03-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.051,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25028,2024-03-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.536,False,Edge collector replayed buffered events after network recovery.
+25029,2024-03-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.295,False,Maintenance crew confirmed lubrication interval was missed.
+25030,2024-03-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.645,False,Vibration harmonics broadened during extended production run.
+25031,2024-03-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.898,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25032,2024-03-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.6,False,SCADA backfill inserted two delayed telemetry points.
+25033,2024-03-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.395,False,Vibration burst exceeds envelope during tool change cycle.
+25034,2024-03-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.492,False,Operator reported intermittent chatter on machine CNC-04.
+25035,2024-03-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.481,False,Temperature variance narrowed after coolant nozzle cleaning.
+25036,2024-03-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.57,False,Sensor battery health remains nominal after firmware update.
+25037,2024-03-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.899,False,Unbalanced load introduced cyclical pressure ripple.
+25038,2024-03-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.15,False,Sensor signal clipping observed during startup surge.
+25039,2024-03-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.495,False,Supervisory alert generated after three consecutive threshold breaches.
+25040,2024-03-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.099,False,Humidity excursion near finishing booth during coating run.
+25041,2024-03-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Operator reported intermittent chatter on machine CNC-04.
+25042,2024-03-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.621,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25043,2024-03-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.91,False,Bearing temperature rising faster than baseline on spindle cell.
+25044,2024-03-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.553,False,Sensor enclosure opened for manual calibration verification.
+25045,2024-03-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.322,False,Maintenance note logged for coupling imbalance inspection.
+25046,2024-03-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.887,False,Quality team requested trace review for lot 24-118B.
+25047,2024-03-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.515,False,Unbalanced load introduced cyclical pressure ripple.
+25048,2024-03-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.565,False,Warning threshold updated for pilot predictive-maintenance model.
+25049,2024-03-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.538,False,Vibration baseline recovered after tool holder replacement.
+25050,2024-03-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.757,False,Condensation warning cleared after dehumidifier ramp-up.
+25051,2024-03-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.602,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25052,2024-03-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.112,False,Hydraulic line pressure oscillation detected under load.
+25053,2024-03-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25054,2024-03-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.678,False,Vibration harmonics broadened during extended production run.
+25055,2024-03-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Dust extraction fan offline for 18 minutes on line finishing.
+25056,2024-03-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.491,False,Thermal overshoot event coincided with recipe change on furnace.
+25057,2024-03-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Operator reset acknowledged after red-tag inspection.
+25058,2024-03-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.119,False,Machine throughput increase drove sustained pressure uplift.
+25059,2024-03-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Quality hold reduced finishing booth activity for one shift.
+25060,2024-03-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.857,False,Operator reset acknowledged after red-tag inspection.
+25061,2024-03-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.455,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25062,2024-03-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25063,2024-03-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Temperature variance narrowed after coolant nozzle cleaning.
+25064,2024-03-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25065,2024-03-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.346,False,Coolant loop adjustment reduced chamber temperature spread.
+25066,2024-03-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.385,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25067,2024-03-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25068,2024-03-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.632,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25069,2024-03-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.451,False,Quality hold reduced finishing booth activity for one shift.
+25070,2024-03-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.043,False,Vibration harmonics broadened during extended production run.
+25071,2024-03-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.117,False,Humidity climbed during dock-door open period in afternoon shift.
+25072,2024-03-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.673,False,Reliability engineer tagged sample window for model retraining.
+25073,2024-03-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.174,False,Supervisory alert generated after three consecutive threshold breaches.
+25074,2024-03-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.694,False,Telemetry quality flag downgraded during sensor self-test window.
+25075,2024-03-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.508,False,Anomaly review flagged possible bearing wear progression.
+25076,2024-03-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.915,False,Temperature variance narrowed after coolant nozzle cleaning.
+25077,2024-03-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Air handler maintenance reduced humidity variance on finishing line.
+25078,2024-03-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.431,False,Thermal ramp exceeded expected warmup curve before shift start.
+25079,2024-03-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Condensation warning cleared after dehumidifier ramp-up.
+25080,2024-03-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.732,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25081,2024-03-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.736,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25082,2024-03-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.936,False,Humidity readings track seasonal rise across late spring.
+25083,2024-03-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.442,False,Shift handoff note referenced unusual noise near press enclosure.
+25084,2024-03-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.576,False,Edge collector replayed buffered events after network recovery.
+25085,2024-03-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.621,False,Temporary gateway failover completed without data loss.
+25086,2024-03-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.215,False,Temperature variance narrowed after coolant nozzle cleaning.
+25087,2024-03-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.388,False,Pressure line purge completed before restart authorization.
+25088,2024-03-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25089,2024-03-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.111,False,Telemetry quality flag downgraded during sensor self-test window.
+25090,2024-03-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.86,False,Vibration baseline recovered after tool holder replacement.
+25091,2024-03-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.817,False,Maintenance note logged for coupling imbalance inspection.
+25092,2024-03-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.018,False,Dust extraction fan offline for 18 minutes on line finishing.
+25093,2024-03-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,Sensor enclosure opened for manual calibration verification.
+25094,2024-03-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.464,False,Bearing temperature rising faster than baseline on spindle cell.
+25095,2024-03-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.366,False,Machine idle period extended during planned sanitation window.
+25096,2024-03-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.322,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25097,2024-03-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Pressure peak corresponds to oversized billet batch processing.
+25098,2024-03-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.013,False,Humidity baseline improved after seal replacement.
+25099,2024-03-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.059,False,Pressure peak corresponds to oversized billet batch processing.
+25100,2024-03-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.524,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25101,2024-03-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25102,2024-03-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.208,False,Dust extraction fan offline for 18 minutes on line finishing.
+25103,2024-03-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.162,False,Maintenance scheduler deferred calibration due to spare shortage.
+25104,2024-03-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.227,False,Dust extraction fan offline for 18 minutes on line finishing.
+25105,2024-03-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.926,False,Air handler maintenance reduced humidity variance on finishing line.
+25106,2024-03-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.749,False,Coolant loop adjustment reduced chamber temperature spread.
+25107,2024-03-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Thermal overshoot event coincided with recipe change on furnace.
+25108,2024-03-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.29,False,Warning threshold updated for pilot predictive-maintenance model.
+25109,2024-03-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.12,False,Maintenance note logged for coupling imbalance inspection.
+25110,2024-03-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.538,False,Supervisory alert generated after three consecutive threshold breaches.
+25111,2024-03-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.461,False,Transient outlier matched forklift impact near cabinet wall.
+25112,2024-03-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.414,False,SCADA backfill inserted two delayed telemetry points.
+25113,2024-03-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Operator reset acknowledged after red-tag inspection.
+25114,2024-03-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.703,False,Night shift startup produced higher than normal vibration floor.
+25115,2024-03-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.342,False,Quality hold reduced finishing booth activity for one shift.
+25116,2024-03-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.257,False,Vibration burst exceeds envelope during tool change cycle.
+25117,2024-03-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.327,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25118,2024-03-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.412,False,Supervisory alert generated after three consecutive threshold breaches.
+25119,2024-03-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.883,False,Quality hold reduced finishing booth activity for one shift.
+25120,2024-03-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.169,False,Temperature remained elevated during unscheduled overtime run.
+25121,2024-03-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.325,False,Short-lived packet loss observed at edge gateway gw-02.
+25122,2024-03-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.634,False,Supervisory alert generated after three consecutive threshold breaches.
+25123,2024-03-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.426,False,Bearing temperature rising faster than baseline on spindle cell.
+25124,2024-03-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.325,False,Short-lived packet loss observed at edge gateway gw-02.
+25125,2024-03-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.625,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25126,2024-03-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.227,False,Air handler maintenance reduced humidity variance on finishing line.
+25127,2024-03-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.384,False,Temperature remained elevated during unscheduled overtime run.
+25128,2024-03-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.819,False,Humidity excursion near finishing booth during coating run.
+25129,2024-03-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.199,False,Transient outlier matched forklift impact near cabinet wall.
+25130,2024-03-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.549,False,Reliability engineer tagged sample window for model retraining.
+25131,2024-03-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Anomaly review flagged possible bearing wear progression.
+25132,2024-03-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.342,False,Sensor signal clipping observed during startup surge.
+25133,2024-03-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Dust extraction fan offline for 18 minutes on line finishing.
+25134,2024-03-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.433,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25135,2024-03-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25136,2024-03-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.004,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25137,2024-03-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Machine idle period extended during planned sanitation window.
+25138,2024-03-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.535,False,Pressure line purge completed before restart authorization.
+25139,2024-03-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Reliability engineer tagged sample window for model retraining.
+25140,2024-03-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.869,False,Temporary gateway failover completed without data loss.
+25141,2024-03-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.919,False,Unbalanced load introduced cyclical pressure ripple.
+25142,2024-03-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.707,False,Condensation warning cleared after dehumidifier ramp-up.
+25143,2024-03-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.794,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25144,2024-03-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.168,False,Temperature remained elevated during unscheduled overtime run.
+25145,2024-03-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Anomaly review flagged possible bearing wear progression.
+25146,2024-03-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.527,False,Packaging line stop reduced adjacent vibration background.
+25147,2024-03-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.388,False,Humidity readings track seasonal rise across late spring.
+25148,2024-03-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.497,False,Supervisory alert generated after three consecutive threshold breaches.
+25149,2024-03-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.459,False,Edge collector replayed buffered events after network recovery.
+25150,2024-03-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.702,False,Machine throughput increase drove sustained pressure uplift.
+25151,2024-03-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Quality team requested trace review for lot 24-118B.
+25152,2024-03-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.061,False,Edge collector replayed buffered events after network recovery.
+25153,2024-03-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.952,False,Dust extraction fan offline for 18 minutes on line finishing.
+25154,2024-03-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.074,False,Humidity baseline improved after seal replacement.
+25155,2024-03-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.202,False,Machine throughput increase drove sustained pressure uplift.
+25156,2024-03-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.519,False,Temperature remained elevated during unscheduled overtime run.
+25157,2024-03-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Sensor battery health remains nominal after firmware update.
+25158,2024-03-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.155,False,Humidity baseline improved after seal replacement.
+25159,2024-03-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.165,False,Press cycle dwell time lengthened during high-volume batch.
+25160,2024-03-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.992,False,Quality team requested trace review for lot 24-118B.
+25161,2024-03-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Vibration harmonics broadened during extended production run.
+25162,2024-03-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.304,False,Sensor enclosure opened for manual calibration verification.
+25163,2024-03-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.344,False,Vibration harmonics broadened during extended production run.
+25164,2024-03-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.73,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25165,2024-03-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Thermal ramp exceeded expected warmup curve before shift start.
+25166,2024-03-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.808,False,Pressure line purge completed before restart authorization.
+25167,2024-03-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Temperature remained elevated during unscheduled overtime run.
+25168,2024-03-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.9,False,Supervisory alert generated after three consecutive threshold breaches.
+25169,2024-03-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Vibration burst exceeds envelope during tool change cycle.
+25170,2024-03-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.23,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25171,2024-03-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.038,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25172,2024-03-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25173,2024-03-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.421,False,Bearing temperature rising faster than baseline on spindle cell.
+25174,2024-03-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.133,False,Thermal ramp exceeded expected warmup curve before shift start.
+25175,2024-03-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.877,False,Temperature variance narrowed after coolant nozzle cleaning.
+25176,2024-03-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.816,False,Vibration burst exceeds envelope during tool change cycle.
+25177,2024-03-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.75,False,Vibration harmonics broadened during extended production run.
+25178,2024-03-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.501,False,Pressure peak corresponds to oversized billet batch processing.
+25179,2024-03-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Coolant loop adjustment reduced chamber temperature spread.
+25180,2024-03-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25181,2024-03-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.833,False,Pressure peak corresponds to oversized billet batch processing.
+25182,2024-03-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.839,False,Supervisory alert generated after three consecutive threshold breaches.
+25183,2024-03-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.486,False,Temperature remained elevated during unscheduled overtime run.
+25184,2024-03-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.058,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25185,2024-03-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.324,False,Machine throughput increase drove sustained pressure uplift.
+25186,2024-03-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.263,False,Anomaly review flagged possible bearing wear progression.
+25187,2024-03-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.764,False,Vibration baseline recovered after tool holder replacement.
+25188,2024-03-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.905,False,Temperature remained elevated during unscheduled overtime run.
+25189,2024-03-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.678,False,Night shift startup produced higher than normal vibration floor.
+25190,2024-03-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Reliability engineer tagged sample window for model retraining.
+25191,2024-03-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.178,False,Pressure line purge completed before restart authorization.
+25192,2024-03-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.429,False,Thermal ramp exceeded expected warmup curve before shift start.
+25193,2024-03-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Humidity climbed during dock-door open period in afternoon shift.
+25194,2024-03-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.78,False,Humidity excursion near finishing booth during coating run.
+25195,2024-03-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.823,False,Press cycle dwell time lengthened during high-volume batch.
+25196,2024-03-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.909,False,Thermal ramp exceeded expected warmup curve before shift start.
+25197,2024-03-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.334,False,Temperature remained elevated during unscheduled overtime run.
+25198,2024-03-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.119,False,Vibration burst exceeds envelope during tool change cycle.
+25199,2024-03-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.569,False,Sensor battery health remains nominal after firmware update.
+25200,2024-03-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.232,False,Thermal overshoot event coincided with recipe change on furnace.
+25201,2024-03-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.062,False,Sensor signal clipping observed during startup surge.
+25202,2024-03-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.826,False,Supervisory alert generated after three consecutive threshold breaches.
+25203,2024-03-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.236,False,Sensor heartbeat delayed by one interval after gateway retry.
+25204,2024-03-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.033,False,Quality team requested trace review for lot 24-118B.
+25205,2024-03-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.633,False,Reliability engineer tagged sample window for model retraining.
+25206,2024-03-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.274,False,Humidity excursion near finishing booth during coating run.
+25207,2024-03-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Dust extraction fan offline for 18 minutes on line finishing.
+25208,2024-03-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.031,False,Short-lived packet loss observed at edge gateway gw-02.
+25209,2024-03-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,SCADA backfill inserted two delayed telemetry points.
+25210,2024-03-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.836,False,Press cycle dwell time lengthened during high-volume batch.
+25211,2024-03-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.503,False,Maintenance scheduler deferred calibration due to spare shortage.
+25212,2024-03-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.298,False,Humidity climbed during dock-door open period in afternoon shift.
+25213,2024-03-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Coolant loop adjustment reduced chamber temperature spread.
+25214,2024-03-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.311,False,Temporary gateway failover completed without data loss.
+25215,2024-03-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Air handler maintenance reduced humidity variance on finishing line.
+25216,2024-03-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.12,False,Supervisory alert generated after three consecutive threshold breaches.
+25217,2024-03-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Maintenance note logged for coupling imbalance inspection.
+25218,2024-03-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.575,False,Condensation warning cleared after dehumidifier ramp-up.
+25219,2024-03-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25220,2024-03-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.995,False,Coolant loop adjustment reduced chamber temperature spread.
+25221,2024-03-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Edge collector replayed buffered events after network recovery.
+25222,2024-03-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.266,False,Coolant loop adjustment reduced chamber temperature spread.
+25223,2024-03-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Transient outlier matched forklift impact near cabinet wall.
+25224,2024-03-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.689,False,Supervisory alert generated after three consecutive threshold breaches.
+25225,2024-03-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Packaging line stop reduced adjacent vibration background.
+25226,2024-03-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.033,False,Edge collector replayed buffered events after network recovery.
+25227,2024-03-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Supervisory alert generated after three consecutive threshold breaches.
+25228,2024-03-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.922,False,Humidity baseline improved after seal replacement.
+25229,2024-03-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.65,False,Temporary gateway failover completed without data loss.
+25230,2024-03-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.884,False,Temperature variance narrowed after coolant nozzle cleaning.
+25231,2024-03-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Coolant loop adjustment reduced chamber temperature spread.
+25232,2024-03-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.898,False,Edge collector replayed buffered events after network recovery.
+25233,2024-03-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.598,False,Shift handoff note referenced unusual noise near press enclosure.
+25234,2024-03-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.067,False,Packaging line stop reduced adjacent vibration background.
+25235,2024-03-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.245,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25236,2024-03-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.817,False,Supervisory alert generated after three consecutive threshold breaches.
+25237,2024-03-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.033,False,Pressure line purge completed before restart authorization.
+25238,2024-03-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.451,False,Condensation warning cleared after dehumidifier ramp-up.
+25239,2024-03-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.482,False,Quality team requested trace review for lot 24-118B.
+25240,2024-03-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.782,False,Thermal overshoot event coincided with recipe change on furnace.
+25241,2024-03-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.51,False,Sensor battery health remains nominal after firmware update.
+25242,2024-03-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.547,False,Pressure line purge completed before restart authorization.
+25243,2024-03-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Bearing temperature rising faster than baseline on spindle cell.
+25244,2024-03-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.6,False,Pressure peak corresponds to oversized billet batch processing.
+25245,2024-03-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.653,False,Humidity climbed during dock-door open period in afternoon shift.
+25246,2024-03-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.175,False,Telemetry quality flag downgraded during sensor self-test window.
+25247,2024-03-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.573,False,Vibration burst exceeds envelope during tool change cycle.
+25248,2024-03-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.536,False,Humidity excursion near finishing booth during coating run.
+25249,2024-03-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Warning threshold updated for pilot predictive-maintenance model.
+25250,2024-03-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.173,False,Anomaly review flagged possible bearing wear progression.
+25251,2024-03-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.165,False,Sensor enclosure opened for manual calibration verification.
+25252,2024-03-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.054,False,Short-lived packet loss observed at edge gateway gw-02.
+25253,2024-03-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Transient outlier matched forklift impact near cabinet wall.
+25254,2024-03-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.973,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25255,2024-03-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Maintenance crew confirmed lubrication interval was missed.
+25256,2024-03-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.604,False,SCADA backfill inserted two delayed telemetry points.
+25257,2024-03-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.536,False,Maintenance note logged for coupling imbalance inspection.
+25258,2024-03-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.624,False,Vibration harmonics broadened during extended production run.
+25259,2024-03-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Short-lived packet loss observed at edge gateway gw-02.
+25260,2024-03-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.875,False,Thermal ramp exceeded expected warmup curve before shift start.
+25261,2024-03-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Transient outlier matched forklift impact near cabinet wall.
+25262,2024-03-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.306,False,Packaging line stop reduced adjacent vibration background.
+25263,2024-03-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Edge collector replayed buffered events after network recovery.
+25264,2024-03-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.388,False,SCADA backfill inserted two delayed telemetry points.
+25265,2024-03-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25266,2024-03-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.685,False,Thermal overshoot event coincided with recipe change on furnace.
+25267,2024-03-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.478,False,Shift handoff note referenced unusual noise near press enclosure.
+25268,2024-03-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.446,False,Anomaly review flagged possible bearing wear progression.
+25269,2024-03-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.865,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25270,2024-03-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.343,False,Thermal ramp exceeded expected warmup curve before shift start.
+25271,2024-03-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.265,False,Coolant loop adjustment reduced chamber temperature spread.
+25272,2024-03-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.439,False,Anomaly review flagged possible bearing wear progression.
+25273,2024-03-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.714,False,Vibration burst exceeds envelope during tool change cycle.
+25274,2024-03-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.705,False,Humidity baseline improved after seal replacement.
+25275,2024-03-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Coolant loop adjustment reduced chamber temperature spread.
+25276,2024-03-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.667,False,Temperature variance narrowed after coolant nozzle cleaning.
+25277,2024-03-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Night shift startup produced higher than normal vibration floor.
+25278,2024-03-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25279,2024-03-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.718,False,Condensation warning cleared after dehumidifier ramp-up.
+25280,2024-03-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.708,False,Pressure peak corresponds to oversized billet batch processing.
+25281,2024-03-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25282,2024-03-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.861,False,Coolant loop adjustment reduced chamber temperature spread.
+25283,2024-03-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.24,False,Sensor heartbeat delayed by one interval after gateway retry.
+25284,2024-03-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.157,False,Machine throughput increase drove sustained pressure uplift.
+25285,2024-03-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Supervisory alert generated after three consecutive threshold breaches.
+25286,2024-03-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.956,False,Supervisory alert generated after three consecutive threshold breaches.
+25287,2024-03-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Supervisory alert generated after three consecutive threshold breaches.
+25288,2024-03-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.946,False,Hydraulic line pressure oscillation detected under load.
+25289,2024-03-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Warning threshold updated for pilot predictive-maintenance model.
+25290,2024-03-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.834,False,Vibration harmonics broadened during extended production run.
+25291,2024-03-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.631,False,Maintenance scheduler deferred calibration due to spare shortage.
+25292,2024-03-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.837,False,Humidity baseline improved after seal replacement.
+25293,2024-03-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Pressure peak corresponds to oversized billet batch processing.
+25294,2024-03-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.058,False,Pressure line purge completed before restart authorization.
+25295,2024-03-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.445,False,Temporary gateway failover completed without data loss.
+25296,2024-03-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.862,False,Hydraulic line pressure oscillation detected under load.
+25297,2024-03-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.145,False,Warning threshold updated for pilot predictive-maintenance model.
+25298,2024-03-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.263,False,Dust extraction fan offline for 18 minutes on line finishing.
+25299,2024-03-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.08,False,Maintenance crew confirmed lubrication interval was missed.
+25300,2024-03-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.713,False,Thermal ramp exceeded expected warmup curve before shift start.
+25301,2024-03-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25302,2024-03-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.19,False,Pressure peak corresponds to oversized billet batch processing.
+25303,2024-03-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.58,False,Sensor enclosure opened for manual calibration verification.
+25304,2024-03-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.939,False,Maintenance scheduler deferred calibration due to spare shortage.
+25305,2024-03-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.73,False,Vibration burst exceeds envelope during tool change cycle.
+25306,2024-03-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.898,False,Operator reset acknowledged after red-tag inspection.
+25307,2024-03-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.202,False,Humidity readings track seasonal rise across late spring.
+25308,2024-03-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.178,False,Temperature remained elevated during unscheduled overtime run.
+25309,2024-03-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.87,False,Vibration baseline recovered after tool holder replacement.
+25310,2024-03-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.993,False,Transient outlier matched forklift impact near cabinet wall.
+25311,2024-03-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.048,False,Transient outlier matched forklift impact near cabinet wall.
+25312,2024-03-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.569,False,Reliability engineer tagged sample window for model retraining.
+25313,2024-03-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Supervisory alert generated after three consecutive threshold breaches.
+25314,2024-03-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.272,False,Operator reset acknowledged after red-tag inspection.
+25315,2024-03-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Night shift startup produced higher than normal vibration floor.
+25316,2024-03-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.356,False,Thermal overshoot event coincided with recipe change on furnace.
+25317,2024-03-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.867,False,Telemetry quality flag downgraded during sensor self-test window.
+25318,2024-03-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.109,False,Calibration check overdue by 11 days for press-line transducer.
+25319,2024-03-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.465,False,Humidity climbed during dock-door open period in afternoon shift.
+25320,2024-03-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.119,False,Vibration harmonics broadened during extended production run.
+25321,2024-03-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.754,False,Bearing temperature rising faster than baseline on spindle cell.
+25322,2024-03-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.706,False,Edge collector replayed buffered events after network recovery.
+25323,2024-03-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.464,False,Dust extraction fan offline for 18 minutes on line finishing.
+25324,2024-03-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.187,False,Hydraulic line pressure oscillation detected under load.
+25325,2024-03-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25326,2024-03-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.95,False,Night shift startup produced higher than normal vibration floor.
+25327,2024-03-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.646,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25328,2024-03-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.189,False,Warning threshold updated for pilot predictive-maintenance model.
+25329,2024-03-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Operator reported intermittent chatter on machine CNC-04.
+25330,2024-03-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.59,False,Air handler maintenance reduced humidity variance on finishing line.
+25331,2024-03-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.806,False,Humidity excursion near finishing booth during coating run.
+25332,2024-03-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25333,2024-03-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.359,False,Thermal ramp exceeded expected warmup curve before shift start.
+25334,2024-03-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.25,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25335,2024-03-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Anomaly review flagged possible bearing wear progression.
+25336,2024-03-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.515,False,Humidity climbed during dock-door open period in afternoon shift.
+25337,2024-03-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.776,False,Machine idle period extended during planned sanitation window.
+25338,2024-03-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.754,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25339,2024-03-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.328,False,Transient outlier matched forklift impact near cabinet wall.
+25340,2024-03-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.584,False,Humidity excursion near finishing booth during coating run.
+25341,2024-03-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Warning threshold updated for pilot predictive-maintenance model.
+25342,2024-03-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.732,False,Pressure line purge completed before restart authorization.
+25343,2024-03-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.015,False,Operator reset acknowledged after red-tag inspection.
+25344,2024-03-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.723,False,Pressure peak corresponds to oversized billet batch processing.
+25345,2024-03-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.67,False,Temperature variance narrowed after coolant nozzle cleaning.
+25346,2024-03-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.137,False,Temperature remained elevated during unscheduled overtime run.
+25347,2024-03-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Maintenance crew confirmed lubrication interval was missed.
+25348,2024-03-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.041,False,Quality team requested trace review for lot 24-118B.
+25349,2024-03-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Coolant loop adjustment reduced chamber temperature spread.
+25350,2024-03-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.44,False,Quality hold reduced finishing booth activity for one shift.
+25351,2024-03-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.094,False,Humidity climbed during dock-door open period in afternoon shift.
+25352,2024-03-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.258,False,Maintenance crew confirmed lubrication interval was missed.
+25353,2024-03-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.106,False,Humidity baseline improved after seal replacement.
+25354,2024-03-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.131,False,Maintenance note logged for coupling imbalance inspection.
+25355,2024-03-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25356,2024-03-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.196,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25357,2024-03-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.17,False,Sensor signal clipping observed during startup surge.
+25358,2024-03-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.439,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25359,2024-03-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.001,False,Dust extraction fan offline for 18 minutes on line finishing.
+25360,2024-03-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.185,False,Pressure peak corresponds to oversized billet batch processing.
+25361,2024-03-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25362,2024-03-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.19,False,Thermal overshoot event coincided with recipe change on furnace.
+25363,2024-03-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.626,False,Edge collector replayed buffered events after network recovery.
+25364,2024-03-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.626,False,SCADA backfill inserted two delayed telemetry points.
+25365,2024-03-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.61,False,Vibration baseline recovered after tool holder replacement.
+25366,2024-03-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.736,False,Night shift startup produced higher than normal vibration floor.
+25367,2024-03-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.137,False,Temperature variance narrowed after coolant nozzle cleaning.
+25368,2024-03-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.29,False,Machine idle period extended during planned sanitation window.
+25369,2024-03-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.617,False,Vibration harmonics broadened during extended production run.
+25370,2024-03-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.062,False,Pressure line purge completed before restart authorization.
+25371,2024-03-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.031,False,Maintenance note logged for coupling imbalance inspection.
+25372,2024-03-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.409,False,Humidity climbed during dock-door open period in afternoon shift.
+25373,2024-03-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25374,2024-03-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.537,False,Vibration harmonics broadened during extended production run.
+25375,2024-03-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.121,False,Sensor heartbeat delayed by one interval after gateway retry.
+25376,2024-03-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.107,False,Thermal overshoot event coincided with recipe change on furnace.
+25377,2024-03-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Operator reported intermittent chatter on machine CNC-04.
+25378,2024-03-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.344,False,Sensor enclosure opened for manual calibration verification.
+25379,2024-03-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.82,False,Edge collector replayed buffered events after network recovery.
+25380,2024-03-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.334,False,Telemetry quality flag downgraded during sensor self-test window.
+25381,2024-03-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.842,False,Press cycle dwell time lengthened during high-volume batch.
+25382,2024-03-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.005,False,Warning threshold updated for pilot predictive-maintenance model.
+25383,2024-03-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25384,2024-03-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.336,False,Temperature remained elevated during unscheduled overtime run.
+25385,2024-03-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Thermal ramp exceeded expected warmup curve before shift start.
+25386,2024-03-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.689,False,Sensor enclosure opened for manual calibration verification.
+25387,2024-03-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.867,False,Night shift startup produced higher than normal vibration floor.
+25388,2024-03-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.003,False,Supervisory alert generated after three consecutive threshold breaches.
+25389,2024-03-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Edge collector replayed buffered events after network recovery.
+25390,2024-03-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.991,False,Operator reported intermittent chatter on machine CNC-04.
+25391,2024-03-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.521,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25392,2024-03-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.127,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25393,2024-03-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Anomaly review flagged possible bearing wear progression.
+25394,2024-03-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.586,False,Unbalanced load introduced cyclical pressure ripple.
+25395,2024-03-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Quality team requested trace review for lot 24-118B.
+25396,2024-03-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.175,False,Machine idle period extended during planned sanitation window.
+25397,2024-03-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Temperature remained elevated during unscheduled overtime run.
+25398,2024-03-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.459,False,Humidity readings track seasonal rise across late spring.
+25399,2024-03-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.214,False,Temperature remained elevated during unscheduled overtime run.
+25400,2024-03-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.209,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25401,2024-03-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25402,2024-03-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.083,False,Pressure settled back to nominal after valve reseat.
+25403,2024-03-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.669,False,SCADA backfill inserted two delayed telemetry points.
+25404,2024-03-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.323,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25405,2024-03-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Pressure peak corresponds to oversized billet batch processing.
+25406,2024-03-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.25,False,Temperature variance narrowed after coolant nozzle cleaning.
+25407,2024-03-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Thermal ramp exceeded expected warmup curve before shift start.
+25408,2024-03-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.251,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25409,2024-03-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Anomaly review flagged possible bearing wear progression.
+25410,2024-03-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.097,False,Shift handoff note referenced unusual noise near press enclosure.
+25411,2024-03-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,SCADA backfill inserted two delayed telemetry points.
+25412,2024-03-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.106,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25413,2024-03-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.631,False,Bearing temperature rising faster than baseline on spindle cell.
+25414,2024-03-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.295,False,Warning threshold updated for pilot predictive-maintenance model.
+25415,2024-03-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.117,False,Anomaly review flagged possible bearing wear progression.
+25416,2024-03-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.96,False,Shift handoff note referenced unusual noise near press enclosure.
+25417,2024-03-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Condensation warning cleared after dehumidifier ramp-up.
+25418,2024-03-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.016,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25419,2024-03-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Telemetry quality flag downgraded during sensor self-test window.
+25420,2024-03-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.003,False,Thermal overshoot event coincided with recipe change on furnace.
+25421,2024-03-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Humidity readings track seasonal rise across late spring.
+25422,2024-03-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.576,False,Sensor battery health remains nominal after firmware update.
+25423,2024-03-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Press cycle dwell time lengthened during high-volume batch.
+25424,2024-03-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.505,False,Maintenance crew confirmed lubrication interval was missed.
+25425,2024-03-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Vibration burst exceeds envelope during tool change cycle.
+25426,2024-03-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.727,False,Maintenance note logged for coupling imbalance inspection.
+25427,2024-03-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Humidity climbed during dock-door open period in afternoon shift.
+25428,2024-03-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.075,False,Packaging line stop reduced adjacent vibration background.
+25429,2024-03-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.159,False,Vibration baseline recovered after tool holder replacement.
+25430,2024-03-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.382,False,Calibration check overdue by 11 days for press-line transducer.
+25431,2024-03-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.675,False,Operator reset acknowledged after red-tag inspection.
+25432,2024-03-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.025,False,Vibration harmonics broadened during extended production run.
+25433,2024-03-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Temporary gateway failover completed without data loss.
+25434,2024-03-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.662,False,Unbalanced load introduced cyclical pressure ripple.
+25435,2024-03-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.948,False,Operator reported intermittent chatter on machine CNC-04.
+25436,2024-03-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.996,False,Night shift startup produced higher than normal vibration floor.
+25437,2024-03-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.707,False,Temperature remained elevated during unscheduled overtime run.
+25438,2024-03-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.638,False,Temporary gateway failover completed without data loss.
+25439,2024-03-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.301,False,Pressure settled back to nominal after valve reseat.
+25440,2024-03-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.082,False,Night shift startup produced higher than normal vibration floor.
+25441,2024-03-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.875,False,Coolant loop adjustment reduced chamber temperature spread.
+25442,2024-03-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.433,False,Pressure peak corresponds to oversized billet batch processing.
+25443,2024-03-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.981,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25444,2024-03-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.096,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25445,2024-03-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.472,False,Maintenance crew confirmed lubrication interval was missed.
+25446,2024-03-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.797,False,Temperature variance narrowed after coolant nozzle cleaning.
+25447,2024-03-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.322,False,Reliability engineer tagged sample window for model retraining.
+25448,2024-03-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.175,False,Humidity excursion near finishing booth during coating run.
+25449,2024-03-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.877,False,Temporary gateway failover completed without data loss.
+25450,2024-03-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.781,False,Pressure line purge completed before restart authorization.
+25451,2024-03-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.022,False,Transient outlier matched forklift impact near cabinet wall.
+25452,2024-03-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.452,False,Machine throughput increase drove sustained pressure uplift.
+25453,2024-03-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.022,False,Sensor enclosure opened for manual calibration verification.
+25454,2024-03-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.529,False,Pressure settled back to nominal after valve reseat.
+25455,2024-03-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.865,False,Machine idle period extended during planned sanitation window.
+25456,2024-03-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.4,False,Humidity climbed during dock-door open period in afternoon shift.
+25457,2024-03-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Calibration check overdue by 11 days for press-line transducer.
+25458,2024-03-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.0,False,Coolant loop adjustment reduced chamber temperature spread.
+25459,2024-03-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25460,2024-03-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,43.385,False,Condensation warning cleared after dehumidifier ramp-up.
+25461,2024-03-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25462,2024-03-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.061,False,Air handler maintenance reduced humidity variance on finishing line.
+25463,2024-03-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.046,False,Machine idle period extended during planned sanitation window.
+25464,2024-03-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.444,False,Dust extraction fan offline for 18 minutes on line finishing.
+25465,2024-03-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Vibration burst exceeds envelope during tool change cycle.
+25466,2024-03-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.608,False,Machine throughput increase drove sustained pressure uplift.
+25467,2024-03-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.164,False,Bearing temperature rising faster than baseline on spindle cell.
+25468,2024-03-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.299,False,Bearing temperature rising faster than baseline on spindle cell.
+25469,2024-03-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25470,2024-03-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.15,False,Operator reset acknowledged after red-tag inspection.
+25471,2024-03-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Sensor heartbeat delayed by one interval after gateway retry.
+25472,2024-03-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.353,False,Sensor heartbeat delayed by one interval after gateway retry.
+25473,2024-03-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,SCADA backfill inserted two delayed telemetry points.
+25474,2024-03-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.317,False,Supervisory alert generated after three consecutive threshold breaches.
+25475,2024-03-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.907,False,Hydraulic line pressure oscillation detected under load.
+25476,2024-03-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.449,False,Thermal ramp exceeded expected warmup curve before shift start.
+25477,2024-03-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25478,2024-03-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.566,False,SCADA backfill inserted two delayed telemetry points.
+25479,2024-03-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.529,False,Maintenance crew confirmed lubrication interval was missed.
+25480,2024-03-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.862,False,Temperature variance narrowed after coolant nozzle cleaning.
+25481,2024-03-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Thermal ramp exceeded expected warmup curve before shift start.
+25482,2024-03-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.705,False,Condensation warning cleared after dehumidifier ramp-up.
+25483,2024-03-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Humidity readings track seasonal rise across late spring.
+25484,2024-03-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.431,False,Sensor battery health remains nominal after firmware update.
+25485,2024-03-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Operator reset acknowledged after red-tag inspection.
+25486,2024-03-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.999,False,Quality team requested trace review for lot 24-118B.
+25487,2024-03-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.802,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25488,2024-03-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.428,False,Machine throughput increase drove sustained pressure uplift.
+25489,2024-03-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Maintenance crew confirmed lubrication interval was missed.
+25490,2024-03-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.785,False,Sensor signal clipping observed during startup surge.
+25491,2024-03-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.118,False,Supervisory alert generated after three consecutive threshold breaches.
+25492,2024-03-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.942,False,Vibration baseline recovered after tool holder replacement.
+25493,2024-03-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.847,False,Sensor enclosure opened for manual calibration verification.
+25494,2024-03-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.088,False,Reliability engineer tagged sample window for model retraining.
+25495,2024-03-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.033,False,Thermal ramp exceeded expected warmup curve before shift start.
+25496,2024-03-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.254,False,Shift handoff note referenced unusual noise near press enclosure.
+25497,2024-03-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Dust extraction fan offline for 18 minutes on line finishing.
+25498,2024-03-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.082,False,Shift handoff note referenced unusual noise near press enclosure.
+25499,2024-03-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Temperature variance narrowed after coolant nozzle cleaning.
+25500,2024-03-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.403,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25501,2024-03-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.077,False,Thermal overshoot event coincided with recipe change on furnace.
+25502,2024-03-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.045,False,Warning threshold updated for pilot predictive-maintenance model.
+25503,2024-03-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.302,False,Pressure settled back to nominal after valve reseat.
+25504,2024-03-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.311,False,SCADA backfill inserted two delayed telemetry points.
+25505,2024-03-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Reliability engineer tagged sample window for model retraining.
+25506,2024-03-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.28,False,Unbalanced load introduced cyclical pressure ripple.
+25507,2024-03-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.638,False,Edge collector replayed buffered events after network recovery.
+25508,2024-03-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.132,False,Humidity readings track seasonal rise across late spring.
+25509,2024-03-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.429,False,Maintenance note logged for coupling imbalance inspection.
+25510,2024-03-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.045,False,Condensation warning cleared after dehumidifier ramp-up.
+25511,2024-03-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Temperature variance narrowed after coolant nozzle cleaning.
+25512,2024-03-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.061,False,Vibration harmonics broadened during extended production run.
+25513,2024-03-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.816,False,Press cycle dwell time lengthened during high-volume batch.
+25514,2024-03-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.318,False,Dust extraction fan offline for 18 minutes on line finishing.
+25515,2024-03-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.797,False,Hydraulic line pressure oscillation detected under load.
+25516,2024-03-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.686,False,Vibration baseline recovered after tool holder replacement.
+25517,2024-03-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Quality team requested trace review for lot 24-118B.
+25518,2024-03-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.736,False,Pressure settled back to nominal after valve reseat.
+25519,2024-03-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Pressure settled back to nominal after valve reseat.
+25520,2024-03-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.318,False,Humidity readings track seasonal rise across late spring.
+25521,2024-03-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Maintenance note logged for coupling imbalance inspection.
+25522,2024-03-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.516,False,Air handler maintenance reduced humidity variance on finishing line.
+25523,2024-03-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.011,False,Night shift startup produced higher than normal vibration floor.
+25524,2024-03-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.914,False,Telemetry quality flag downgraded during sensor self-test window.
+25525,2024-03-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Bearing temperature rising faster than baseline on spindle cell.
+25526,2024-03-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.522,False,Thermal overshoot event coincided with recipe change on furnace.
+25527,2024-03-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Sensor signal clipping observed during startup surge.
+25528,2024-03-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.866,False,Unbalanced load introduced cyclical pressure ripple.
+25529,2024-03-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.884,False,Calibration check overdue by 11 days for press-line transducer.
+25530,2024-03-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.595,False,Telemetry quality flag downgraded during sensor self-test window.
+25531,2024-03-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.855,False,Quality team requested trace review for lot 24-118B.
+25532,2024-03-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.326,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25533,2024-03-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Operator reported intermittent chatter on machine CNC-04.
+25534,2024-03-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.235,False,Sensor battery health remains nominal after firmware update.
+25535,2024-03-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.376,False,Edge collector replayed buffered events after network recovery.
+25536,2024-03-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.752,False,Transient outlier matched forklift impact near cabinet wall.
+25537,2024-03-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25538,2024-03-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.348,False,Humidity climbed during dock-door open period in afternoon shift.
+25539,2024-03-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.399,False,Vibration burst exceeds envelope during tool change cycle.
+25540,2024-03-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.728,False,Thermal ramp exceeded expected warmup curve before shift start.
+25541,2024-03-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Quality team requested trace review for lot 24-118B.
+25542,2024-03-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.554,False,Operator reset acknowledged after red-tag inspection.
+25543,2024-03-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Humidity excursion near finishing booth during coating run.
+25544,2024-03-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.956,False,Night shift startup produced higher than normal vibration floor.
+25545,2024-03-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25546,2024-03-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25547,2024-03-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Calibration check overdue by 11 days for press-line transducer.
+25548,2024-03-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.865,False,Pressure line purge completed before restart authorization.
+25549,2024-03-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Packaging line stop reduced adjacent vibration background.
+25550,2024-03-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.546,False,Sensor signal clipping observed during startup surge.
+25551,2024-03-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Dust extraction fan offline for 18 minutes on line finishing.
+25552,2024-03-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.071,False,Reliability engineer tagged sample window for model retraining.
+25553,2024-03-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Pressure line purge completed before restart authorization.
+25554,2024-03-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.983,False,Pressure peak corresponds to oversized billet batch processing.
+25555,2024-03-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Maintenance scheduler deferred calibration due to spare shortage.
+25556,2024-03-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.633,False,Transient outlier matched forklift impact near cabinet wall.
+25557,2024-03-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.662,False,Air handler maintenance reduced humidity variance on finishing line.
+25558,2024-03-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.115,False,Thermal ramp exceeded expected warmup curve before shift start.
+25559,2024-03-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.791,False,Machine idle period extended during planned sanitation window.
+25560,2024-03-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.752,False,Thermal overshoot event coincided with recipe change on furnace.
+25561,2024-03-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.378,False,Shift handoff note referenced unusual noise near press enclosure.
+25562,2024-03-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.216,False,Quality team requested trace review for lot 24-118B.
+25563,2024-03-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.004,False,Sensor signal clipping observed during startup surge.
+25564,2024-03-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.001,False,Humidity excursion near finishing booth during coating run.
+25565,2024-03-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Dust extraction fan offline for 18 minutes on line finishing.
+25566,2024-03-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.268,False,Quality hold reduced finishing booth activity for one shift.
+25567,2024-03-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.457,False,Edge collector replayed buffered events after network recovery.
+25568,2024-03-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.19,False,Pressure settled back to nominal after valve reseat.
+25569,2024-03-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.748,False,Packaging line stop reduced adjacent vibration background.
+25570,2024-03-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.288,False,Thermal ramp exceeded expected warmup curve before shift start.
+25571,2024-03-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.416,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25572,2024-03-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.161,False,Machine throughput increase drove sustained pressure uplift.
+25573,2024-03-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.427,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25574,2024-03-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.108,False,Short-lived packet loss observed at edge gateway gw-02.
+25575,2024-03-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25576,2024-03-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.87,False,Coolant loop adjustment reduced chamber temperature spread.
+25577,2024-03-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.448,False,Pressure settled back to nominal after valve reseat.
+25578,2024-03-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.377,False,Night shift startup produced higher than normal vibration floor.
+25579,2024-03-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.864,False,Hydraulic line pressure oscillation detected under load.
+25580,2024-03-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.038,False,Pressure settled back to nominal after valve reseat.
+25581,2024-03-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.599,False,Press cycle dwell time lengthened during high-volume batch.
+25582,2024-03-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.868,False,Press cycle dwell time lengthened during high-volume batch.
+25583,2024-03-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.801,False,Reliability engineer tagged sample window for model retraining.
+25584,2024-03-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.398,False,Press cycle dwell time lengthened during high-volume batch.
+25585,2024-03-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Humidity readings track seasonal rise across late spring.
+25586,2024-03-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.035,False,Edge collector replayed buffered events after network recovery.
+25587,2024-03-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,SCADA backfill inserted two delayed telemetry points.
+25588,2024-03-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.049,False,Maintenance crew confirmed lubrication interval was missed.
+25589,2024-03-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.886,False,Operator reset acknowledged after red-tag inspection.
+25590,2024-03-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.443,False,Operator reported intermittent chatter on machine CNC-04.
+25591,2024-03-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.288,False,Quality team requested trace review for lot 24-118B.
+25592,2024-03-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.42,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25593,2024-03-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Thermal ramp exceeded expected warmup curve before shift start.
+25594,2024-03-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.318,False,Quality team requested trace review for lot 24-118B.
+25595,2024-03-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.365,False,Hydraulic line pressure oscillation detected under load.
+25596,2024-03-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.842,False,Transient outlier matched forklift impact near cabinet wall.
+25597,2024-03-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.038,False,Vibration burst exceeds envelope during tool change cycle.
+25598,2024-03-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.398,False,Night shift startup produced higher than normal vibration floor.
+25599,2024-03-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.802,False,Bearing temperature rising faster than baseline on spindle cell.
+25600,2024-03-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.261,False,Maintenance crew confirmed lubrication interval was missed.
+25601,2024-03-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.514,False,Humidity climbed during dock-door open period in afternoon shift.
+25602,2024-03-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.342,False,Sensor battery health remains nominal after firmware update.
+25603,2024-03-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.558,False,Machine throughput increase drove sustained pressure uplift.
+25604,2024-03-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.096,False,Sensor enclosure opened for manual calibration verification.
+25605,2024-03-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.192,False,Short-lived packet loss observed at edge gateway gw-02.
+25606,2024-03-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.583,False,Maintenance scheduler deferred calibration due to spare shortage.
+25607,2024-03-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.475,False,Operator reset acknowledged after red-tag inspection.
+25608,2024-03-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.678,False,Reliability engineer tagged sample window for model retraining.
+25609,2024-03-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.675,False,Quality team requested trace review for lot 24-118B.
+25610,2024-03-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.874,False,Vibration harmonics broadened during extended production run.
+25611,2024-03-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.173,False,Supervisory alert generated after three consecutive threshold breaches.
+25612,2024-03-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.709,False,Dust extraction fan offline for 18 minutes on line finishing.
+25613,2024-03-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.858,False,Bearing temperature rising faster than baseline on spindle cell.
+25614,2024-03-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25615,2024-03-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.951,False,Coolant loop adjustment reduced chamber temperature spread.
+25616,2024-03-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.651,False,Humidity excursion near finishing booth during coating run.
+25617,2024-03-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Temporary gateway failover completed without data loss.
+25618,2024-03-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.276,False,Pressure peak corresponds to oversized billet batch processing.
+25619,2024-03-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Unbalanced load introduced cyclical pressure ripple.
+25620,2024-03-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.098,False,Air handler maintenance reduced humidity variance on finishing line.
+25621,2024-03-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Reliability engineer tagged sample window for model retraining.
+25622,2024-03-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.389,False,Pressure settled back to nominal after valve reseat.
+25623,2024-03-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Operator reset acknowledged after red-tag inspection.
+25624,2024-03-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.482,False,Packaging line stop reduced adjacent vibration background.
+25625,2024-03-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Operator reported intermittent chatter on machine CNC-04.
+25626,2024-03-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.881,False,Press cycle dwell time lengthened during high-volume batch.
+25627,2024-03-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.943,False,Edge collector replayed buffered events after network recovery.
+25628,2024-03-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.569,False,Telemetry quality flag downgraded during sensor self-test window.
+25629,2024-03-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.599,False,Thermal ramp exceeded expected warmup curve before shift start.
+25630,2024-03-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.239,False,Night shift startup produced higher than normal vibration floor.
+25631,2024-03-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.037,False,Sensor battery health remains nominal after firmware update.
+25632,2024-03-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.453,False,Coolant loop adjustment reduced chamber temperature spread.
+25633,2024-03-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.631,False,Humidity climbed during dock-door open period in afternoon shift.
+25634,2024-03-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.165,False,Operator reported intermittent chatter on machine CNC-04.
+25635,2024-03-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.971,False,Calibration check overdue by 11 days for press-line transducer.
+25636,2024-03-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.864,False,Vibration harmonics broadened during extended production run.
+25637,2024-03-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.841,False,Thermal ramp exceeded expected warmup curve before shift start.
+25638,2024-03-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25639,2024-03-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25640,2024-03-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.553,False,Thermal ramp exceeded expected warmup curve before shift start.
+25641,2024-03-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Machine throughput increase drove sustained pressure uplift.
+25642,2024-03-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.221,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25643,2024-03-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.257,False,Supervisory alert generated after three consecutive threshold breaches.
+25644,2024-03-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.465,False,Condensation warning cleared after dehumidifier ramp-up.
+25645,2024-03-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.523,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25646,2024-03-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.248,False,Machine idle period extended during planned sanitation window.
+25647,2024-03-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.677,False,Reliability engineer tagged sample window for model retraining.
+25648,2024-03-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.756,False,Thermal ramp exceeded expected warmup curve before shift start.
+25649,2024-03-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Unbalanced load introduced cyclical pressure ripple.
+25650,2024-03-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.106,False,Humidity baseline improved after seal replacement.
+25651,2024-03-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.155,False,Thermal overshoot event coincided with recipe change on furnace.
+25652,2024-03-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.282,False,Bearing temperature rising faster than baseline on spindle cell.
+25653,2024-03-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25654,2024-03-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.276,False,Operator reported intermittent chatter on machine CNC-04.
+25655,2024-03-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.942,False,Supervisory alert generated after three consecutive threshold breaches.
+25656,2024-03-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.914,False,Operator reported intermittent chatter on machine CNC-04.
+25657,2024-03-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.366,False,Condensation warning cleared after dehumidifier ramp-up.
+25658,2024-03-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.947,False,SCADA backfill inserted two delayed telemetry points.
+25659,2024-03-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.962,False,Telemetry quality flag downgraded during sensor self-test window.
+25660,2024-03-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.742,False,Humidity baseline improved after seal replacement.
+25661,2024-03-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25662,2024-03-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.953,False,Night shift startup produced higher than normal vibration floor.
+25663,2024-03-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.655,False,Reliability engineer tagged sample window for model retraining.
+25664,2024-03-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.774,False,Pressure peak corresponds to oversized billet batch processing.
+25665,2024-03-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
+25666,2024-03-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.74,False,Pressure settled back to nominal after valve reseat.
+25667,2024-03-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Humidity readings track seasonal rise across late spring.
+25668,2024-03-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.122,False,Short-lived packet loss observed at edge gateway gw-02.
+25669,2024-03-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.809,False,Temporary gateway failover completed without data loss.
+25670,2024-03-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.091,False,Vibration baseline recovered after tool holder replacement.
+25671,2024-03-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Reliability engineer tagged sample window for model retraining.
+25672,2024-03-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.835,False,Humidity baseline improved after seal replacement.
+25673,2024-03-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Humidity excursion near finishing booth during coating run.
+25674,2024-03-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Reliability engineer tagged sample window for model retraining.
+25675,2024-03-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.821,False,Reliability engineer tagged sample window for model retraining.
+25676,2024-03-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.838,False,Transient outlier matched forklift impact near cabinet wall.
+25677,2024-03-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.126,False,Coolant loop adjustment reduced chamber temperature spread.
+25678,2024-03-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.883,False,Maintenance crew confirmed lubrication interval was missed.
+25679,2024-03-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.123,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25680,2024-03-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.108,False,Sensor battery health remains nominal after firmware update.
+25681,2024-03-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Press cycle dwell time lengthened during high-volume batch.
+25682,2024-03-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.593,False,Pressure peak corresponds to oversized billet batch processing.
+25683,2024-03-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.134,False,Unbalanced load introduced cyclical pressure ripple.
+25684,2024-03-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.083,False,Air handler maintenance reduced humidity variance on finishing line.
+25685,2024-03-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Thermal ramp exceeded expected warmup curve before shift start.
+25686,2024-03-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.151,False,Maintenance crew confirmed lubrication interval was missed.
+25687,2024-03-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.191,False,Reliability engineer tagged sample window for model retraining.
+25688,2024-03-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.21,False,Vibration burst exceeds envelope during tool change cycle.
+25689,2024-03-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Reliability engineer tagged sample window for model retraining.
+25690,2024-03-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.334,False,Edge collector replayed buffered events after network recovery.
+25691,2024-03-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Humidity readings track seasonal rise across late spring.
+25692,2024-03-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.524,False,Packaging line stop reduced adjacent vibration background.
+25693,2024-03-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Unbalanced load introduced cyclical pressure ripple.
+25694,2024-03-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.396,False,Maintenance crew confirmed lubrication interval was missed.
+25695,2024-03-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.002,False,Night shift startup produced higher than normal vibration floor.
+25696,2024-03-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.017,False,Temporary gateway failover completed without data loss.
+25697,2024-03-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.55,False,Temperature variance narrowed after coolant nozzle cleaning.
+25698,2024-03-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.661,False,Maintenance scheduler deferred calibration due to spare shortage.
+25699,2024-03-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Temperature remained elevated during unscheduled overtime run.
+25700,2024-03-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.245,False,Calibration check overdue by 11 days for press-line transducer.
+25701,2024-03-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Sensor signal clipping observed during startup surge.
+25702,2024-03-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.556,False,Humidity climbed during dock-door open period in afternoon shift.
+25703,2024-03-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.231,False,Warning threshold updated for pilot predictive-maintenance model.
+25704,2024-03-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.703,False,Coolant loop adjustment reduced chamber temperature spread.
+25705,2024-03-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Vibration harmonics broadened during extended production run.
+25706,2024-03-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.012,False,Short-lived packet loss observed at edge gateway gw-02.
+25707,2024-03-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.663,False,Short-lived packet loss observed at edge gateway gw-02.
+25708,2024-03-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.669,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25709,2024-03-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,SCADA backfill inserted two delayed telemetry points.
+25710,2024-03-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.614,False,Operator reset acknowledged after red-tag inspection.
+25711,2024-03-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.049,False,Maintenance scheduler deferred calibration due to spare shortage.
+25712,2024-03-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.691,False,Pressure line purge completed before restart authorization.
+25713,2024-03-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.728,False,Sensor battery health remains nominal after firmware update.
+25714,2024-03-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.642,False,Pressure settled back to nominal after valve reseat.
+25715,2024-03-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.412,False,Humidity readings track seasonal rise across late spring.
+25716,2024-03-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.546,False,Humidity readings track seasonal rise across late spring.
+25717,2024-03-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Sensor heartbeat delayed by one interval after gateway retry.
+25718,2024-03-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.906,False,Coolant loop adjustment reduced chamber temperature spread.
+25719,2024-03-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.584,False,Humidity climbed during dock-door open period in afternoon shift.
+25720,2024-03-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.318,False,SCADA backfill inserted two delayed telemetry points.
+25721,2024-03-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.997,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25722,2024-03-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.272,False,Humidity climbed during dock-door open period in afternoon shift.
+25723,2024-03-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.179,False,Supervisory alert generated after three consecutive threshold breaches.
+25724,2024-03-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.043,False,Press cycle dwell time lengthened during high-volume batch.
+25725,2024-03-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.532,False,Anomaly review flagged possible bearing wear progression.
+25726,2024-03-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.547,False,Temporary gateway failover completed without data loss.
+25727,2024-03-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.267,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25728,2024-03-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.839,False,Pressure peak corresponds to oversized billet batch processing.
+25729,2024-03-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Pressure line purge completed before restart authorization.
+25730,2024-03-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.627,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25731,2024-03-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.814,False,Maintenance note logged for coupling imbalance inspection.
+25732,2024-03-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.565,False,Reliability engineer tagged sample window for model retraining.
+25733,2024-03-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.965,False,Air handler maintenance reduced humidity variance on finishing line.
+25734,2024-03-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.541,False,Quality team requested trace review for lot 24-118B.
+25735,2024-03-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Packaging line stop reduced adjacent vibration background.
+25736,2024-03-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.124,False,Unbalanced load introduced cyclical pressure ripple.
+25737,2024-03-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.878,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25738,2024-03-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.82,False,Temperature remained elevated during unscheduled overtime run.
+25739,2024-03-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.619,False,Pressure peak corresponds to oversized billet batch processing.
+25740,2024-03-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.926,False,Reliability engineer tagged sample window for model retraining.
+25741,2024-03-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.787,False,Quality team requested trace review for lot 24-118B.
+25742,2024-03-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.752,False,Temporary gateway failover completed without data loss.
+25743,2024-03-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.074,False,Pressure peak corresponds to oversized billet batch processing.
+25744,2024-03-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.217,False,Packaging line stop reduced adjacent vibration background.
+25745,2024-03-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Humidity excursion near finishing booth during coating run.
+25746,2024-03-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.564,False,Night shift startup produced higher than normal vibration floor.
+25747,2024-03-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.108,False,Hydraulic line pressure oscillation detected under load.
+25748,2024-03-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,30.631,False,Shift handoff note referenced unusual noise near press enclosure.
+25749,2024-03-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25750,2024-03-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.055,False,Supervisory alert generated after three consecutive threshold breaches.
+25751,2024-03-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.556,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25752,2024-03-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.413,False,Maintenance note logged for coupling imbalance inspection.
+25753,2024-03-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.148,False,Reliability engineer tagged sample window for model retraining.
+25754,2024-03-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.78,False,Packaging line stop reduced adjacent vibration background.
+25755,2024-03-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Telemetry quality flag downgraded during sensor self-test window.
+25756,2024-03-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.228,False,Anomaly review flagged possible bearing wear progression.
+25757,2024-03-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.664,False,Sensor heartbeat delayed by one interval after gateway retry.
+25758,2024-03-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.76,False,Vibration harmonics broadened during extended production run.
+25759,2024-03-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.329,False,Calibration check overdue by 11 days for press-line transducer.
+25760,2024-03-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.185,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25761,2024-03-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.9,False,Sensor enclosure opened for manual calibration verification.
+25762,2024-03-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.244,False,Dust extraction fan offline for 18 minutes on line finishing.
+25763,2024-03-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.452,False,Packaging line stop reduced adjacent vibration background.
+25764,2024-03-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.103,False,Thermal ramp exceeded expected warmup curve before shift start.
+25765,2024-03-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Press cycle dwell time lengthened during high-volume batch.
+25766,2024-03-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.2,False,Humidity climbed during dock-door open period in afternoon shift.
+25767,2024-03-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25768,2024-03-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.249,False,Air handler maintenance reduced humidity variance on finishing line.
+25769,2024-03-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.263,False,Quality hold reduced finishing booth activity for one shift.
+25770,2024-03-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.704,False,Telemetry quality flag downgraded during sensor self-test window.
+25771,2024-03-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.497,False,Anomaly review flagged possible bearing wear progression.
+25772,2024-03-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.868,False,Warning threshold updated for pilot predictive-maintenance model.
+25773,2024-03-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.852,False,Telemetry quality flag downgraded during sensor self-test window.
+25774,2024-03-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.324,False,Operator reported intermittent chatter on machine CNC-04.
+25775,2024-03-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.236,False,Humidity excursion near finishing booth during coating run.
+25776,2024-03-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.337,False,Humidity excursion near finishing booth during coating run.
+25777,2024-03-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.332,False,Machine throughput increase drove sustained pressure uplift.
+25778,2024-03-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.478,False,Quality hold reduced finishing booth activity for one shift.
+25779,2024-03-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Vibration baseline recovered after tool holder replacement.
+25780,2024-03-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.28,False,Operator reset acknowledged after red-tag inspection.
+25781,2024-03-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Coolant loop adjustment reduced chamber temperature spread.
+25782,2024-03-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Vibration harmonics broadened during extended production run.
+25783,2024-03-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25784,2024-03-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,43.429,False,Quality hold reduced finishing booth activity for one shift.
+25785,2024-03-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Sensor enclosure opened for manual calibration verification.
+25786,2024-03-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.983,False,Reliability engineer tagged sample window for model retraining.
+25787,2024-03-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.355,False,Humidity climbed during dock-door open period in afternoon shift.
+25788,2024-03-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.629,False,Supervisory alert generated after three consecutive threshold breaches.
+25789,2024-03-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.676,False,Vibration harmonics broadened during extended production run.
+25790,2024-03-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.78,False,Coolant loop adjustment reduced chamber temperature spread.
+25791,2024-03-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Humidity excursion near finishing booth during coating run.
+25792,2024-03-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.984,False,Warning threshold updated for pilot predictive-maintenance model.
+25793,2024-03-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.637,False,Temperature remained elevated during unscheduled overtime run.
+25794,2024-03-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.872,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25795,2024-03-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Humidity baseline improved after seal replacement.
+25796,2024-03-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.674,False,Sensor heartbeat delayed by one interval after gateway retry.
+25797,2024-03-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Temporary gateway failover completed without data loss.
+25798,2024-03-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.875,False,Sensor enclosure opened for manual calibration verification.
+25799,2024-03-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25800,2024-03-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.752,False,Bearing temperature rising faster than baseline on spindle cell.
+25801,2024-03-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.486,False,Temporary gateway failover completed without data loss.
+25802,2024-03-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.837,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25803,2024-03-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.13,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25804,2024-03-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.319,False,Humidity readings track seasonal rise across late spring.
+25805,2024-03-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.744,False,Temperature variance narrowed after coolant nozzle cleaning.
+25806,2024-03-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.31,False,Thermal ramp exceeded expected warmup curve before shift start.
+25807,2024-03-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.102,False,Reliability engineer tagged sample window for model retraining.
+25808,2024-03-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.493,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25809,2024-03-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Unbalanced load introduced cyclical pressure ripple.
+25810,2024-03-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.068,False,Dust extraction fan offline for 18 minutes on line finishing.
+25811,2024-03-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.407,False,Anomaly review flagged possible bearing wear progression.
+25812,2024-03-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.566,False,Operator reported intermittent chatter on machine CNC-04.
+25813,2024-03-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Maintenance note logged for coupling imbalance inspection.
+25814,2024-03-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.763,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25815,2024-03-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.374,False,Machine idle period extended during planned sanitation window.
+25816,2024-03-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.692,False,Transient outlier matched forklift impact near cabinet wall.
+25817,2024-03-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Vibration baseline recovered after tool holder replacement.
+25818,2024-03-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.82,False,Bearing temperature rising faster than baseline on spindle cell.
+25819,2024-03-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.891,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25820,2024-03-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.773,False,Quality hold reduced finishing booth activity for one shift.
+25821,2024-03-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.475,False,Quality team requested trace review for lot 24-118B.
+25822,2024-03-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.217,False,Hydraulic line pressure oscillation detected under load.
+25823,2024-03-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Short-lived packet loss observed at edge gateway gw-02.
+25824,2024-03-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.858,False,Humidity baseline improved after seal replacement.
+25825,2024-03-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.585,False,Condensation warning cleared after dehumidifier ramp-up.
+25826,2024-03-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.303,False,Humidity baseline improved after seal replacement.
+25827,2024-03-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.771,False,Humidity excursion near finishing booth during coating run.
+25828,2024-03-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.064,False,Temporary gateway failover completed without data loss.
+25829,2024-03-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.57,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25830,2024-03-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.343,False,Pressure peak corresponds to oversized billet batch processing.
+25831,2024-03-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.43,False,Sensor signal clipping observed during startup surge.
+25832,2024-03-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.816,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25833,2024-03-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.703,False,Calibration check overdue by 11 days for press-line transducer.
+25834,2024-03-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.185,False,Temporary gateway failover completed without data loss.
+25835,2024-03-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.707,False,Thermal overshoot event coincided with recipe change on furnace.
+25836,2024-03-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.368,False,Thermal ramp exceeded expected warmup curve before shift start.
+25837,2024-03-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25838,2024-03-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.015,False,Transient outlier matched forklift impact near cabinet wall.
+25839,2024-03-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25840,2024-03-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.324,False,Reliability engineer tagged sample window for model retraining.
+25841,2024-03-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Quality hold reduced finishing booth activity for one shift.
+25842,2024-03-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.916,False,Short-lived packet loss observed at edge gateway gw-02.
+25843,2024-03-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.363,False,Maintenance scheduler deferred calibration due to spare shortage.
+25844,2024-03-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.46,False,Vibration baseline recovered after tool holder replacement.
+25845,2024-03-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Maintenance note logged for coupling imbalance inspection.
+25846,2024-03-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.769,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25847,2024-03-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.006,False,Supervisory alert generated after three consecutive threshold breaches.
+25848,2024-03-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.829,False,Air handler maintenance reduced humidity variance on finishing line.
+25849,2024-03-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25850,2024-03-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.273,False,Pressure peak corresponds to oversized billet batch processing.
+25851,2024-03-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.65,False,Quality team requested trace review for lot 24-118B.
+25852,2024-03-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.005,False,SCADA backfill inserted two delayed telemetry points.
+25853,2024-03-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+25854,2024-03-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.292,False,Pressure peak corresponds to oversized billet batch processing.
+25855,2024-03-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.629,False,Sensor signal clipping observed during startup surge.
+25856,2024-03-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.619,False,Operator reset acknowledged after red-tag inspection.
+25857,2024-03-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.822,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25858,2024-03-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.36,False,Quality hold reduced finishing booth activity for one shift.
+25859,2024-03-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Night shift startup produced higher than normal vibration floor.
+25860,2024-03-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.2,False,Maintenance note logged for coupling imbalance inspection.
+25861,2024-03-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.034,False,Night shift startup produced higher than normal vibration floor.
+25862,2024-03-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.222,False,Quality hold reduced finishing booth activity for one shift.
+25863,2024-03-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.005,False,Anomaly review flagged possible bearing wear progression.
+25864,2024-03-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.216,False,Thermal ramp exceeded expected warmup curve before shift start.
+25865,2024-03-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.705,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25866,2024-03-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.726,False,Humidity climbed during dock-door open period in afternoon shift.
+25867,2024-03-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.142,False,Transient outlier matched forklift impact near cabinet wall.
+25868,2024-03-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.111,False,Reliability engineer tagged sample window for model retraining.
+25869,2024-03-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.002,False,Night shift startup produced higher than normal vibration floor.
+25870,2024-03-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.018,False,Edge collector replayed buffered events after network recovery.
+25871,2024-03-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.025,False,Humidity baseline improved after seal replacement.
+25872,2024-03-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.902,False,Packaging line stop reduced adjacent vibration background.
+25873,2024-03-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.013,False,Reliability engineer tagged sample window for model retraining.
+25874,2024-03-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.848,False,Calibration check overdue by 11 days for press-line transducer.
+25875,2024-03-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Quality team requested trace review for lot 24-118B.
+25876,2024-03-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.223,False,Transient outlier matched forklift impact near cabinet wall.
+25877,2024-03-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.58,False,Dust extraction fan offline for 18 minutes on line finishing.
+25878,2024-03-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.304,False,Pressure line purge completed before restart authorization.
+25879,2024-03-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.28,False,Operator reported intermittent chatter on machine CNC-04.
+25880,2024-03-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.648,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25881,2024-03-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.7,False,Humidity baseline improved after seal replacement.
+25882,2024-03-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.026,False,Bearing temperature rising faster than baseline on spindle cell.
+25883,2024-03-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25884,2024-03-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.417,False,Humidity climbed during dock-door open period in afternoon shift.
+25885,2024-03-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Vibration baseline recovered after tool holder replacement.
+25886,2024-03-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.635,False,Supervisory alert generated after three consecutive threshold breaches.
+25887,2024-03-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Operator reset acknowledged after red-tag inspection.
+25888,2024-03-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.898,False,Operator reset acknowledged after red-tag inspection.
+25889,2024-03-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.157,False,Ambient temperature stabilized after HVAC stage-two engagement.
+25890,2024-03-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.48,False,Thermal ramp exceeded expected warmup curve before shift start.
+25891,2024-03-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.424,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25892,2024-03-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.909,False,Shift handoff note referenced unusual noise near press enclosure.
+25893,2024-03-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.368,False,Humidity excursion near finishing booth during coating run.
+25894,2024-03-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.208,False,Humidity climbed during dock-door open period in afternoon shift.
+25895,2024-03-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.903,False,Hydraulic line pressure oscillation detected under load.
+25896,2024-03-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.78,False,Thermal ramp exceeded expected warmup curve before shift start.
+25897,2024-03-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.138,False,Thermal ramp exceeded expected warmup curve before shift start.
+25898,2024-03-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.792,False,Short-lived packet loss observed at edge gateway gw-02.
+25899,2024-03-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Warning threshold updated for pilot predictive-maintenance model.
+25900,2024-03-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.418,False,Maintenance crew confirmed lubrication interval was missed.
+25901,2024-03-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.751,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25902,2024-03-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.819,False,Night shift startup produced higher than normal vibration floor.
+25903,2024-03-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.374,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25904,2024-03-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25905,2024-03-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.39,False,Reliability engineer tagged sample window for model retraining.
+25906,2024-03-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.447,False,Maintenance scheduler deferred calibration due to spare shortage.
+25907,2024-03-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.024,False,Telemetry quality flag downgraded during sensor self-test window.
+25908,2024-03-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.906,False,Thermal ramp exceeded expected warmup curve before shift start.
+25909,2024-03-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.829,False,Operator reported intermittent chatter on machine CNC-04.
+25910,2024-03-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.982,False,Calibration check overdue by 11 days for press-line transducer.
+25911,2024-03-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Short-lived packet loss observed at edge gateway gw-02.
+25912,2024-03-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.762,False,Pressure settled back to nominal after valve reseat.
+25913,2024-03-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.178,False,Temperature variance narrowed after coolant nozzle cleaning.
+25914,2024-03-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.721,False,Reliability engineer tagged sample window for model retraining.
+25915,2024-03-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.247,False,Compressed air fluctuation introduced pressure noise for two cycles.
+25916,2024-03-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.248,False,Transient outlier matched forklift impact near cabinet wall.
+25917,2024-03-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Dust extraction fan offline for 18 minutes on line finishing.
+25918,2024-03-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.629,False,Humidity baseline improved after seal replacement.
+25919,2024-03-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25920,2024-03-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.571,False,Telemetry quality flag downgraded during sensor self-test window.
+25921,2024-03-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.685,False,Sensor heartbeat delayed by one interval after gateway retry.
+25922,2024-03-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.764,False,Operator reset acknowledged after red-tag inspection.
+25923,2024-03-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Quality team requested trace review for lot 24-118B.
+25924,2024-03-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.658,False,Pressure peak corresponds to oversized billet batch processing.
+25925,2024-03-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.253,False,Humidity baseline improved after seal replacement.
+25926,2024-03-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.021,False,Temporary gateway failover completed without data loss.
+25927,2024-03-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.484,False,Sensor heartbeat delayed by one interval after gateway retry.
+25928,2024-03-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.89,False,Condensation warning cleared after dehumidifier ramp-up.
+25929,2024-03-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Pressure peak corresponds to oversized billet batch processing.
+25930,2024-03-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.993,False,Thermal overshoot event coincided with recipe change on furnace.
+25931,2024-03-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.582,False,Warning threshold updated for pilot predictive-maintenance model.
+25932,2024-03-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.187,False,Bearing temperature rising faster than baseline on spindle cell.
+25933,2024-03-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Sensor heartbeat delayed by one interval after gateway retry.
+25934,2024-03-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.043,False,Telemetry quality flag downgraded during sensor self-test window.
+25935,2024-03-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.784,False,Shift handoff note referenced unusual noise near press enclosure.
+25936,2024-03-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.849,False,Telemetry quality flag downgraded during sensor self-test window.
+25937,2024-03-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Hydraulic line pressure oscillation detected under load.
+25938,2024-03-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.696,False,SCADA backfill inserted two delayed telemetry points.
+25939,2024-03-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.168,False,Machine throughput increase drove sustained pressure uplift.
+25940,2024-03-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.39,False,Packaging line stop reduced adjacent vibration background.
+25941,2024-03-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Temperature variance narrowed after coolant nozzle cleaning.
+25942,2024-03-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.889,False,Press cycle dwell time lengthened during high-volume batch.
+25943,2024-03-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.272,False,SCADA backfill inserted two delayed telemetry points.
+25944,2024-03-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.358,False,Sensor signal clipping observed during startup surge.
+25945,2024-03-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.364,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25946,2024-03-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.656,False,Supervisory alert generated after three consecutive threshold breaches.
+25947,2024-03-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,SCADA backfill inserted two delayed telemetry points.
+25948,2024-03-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.052,False,Humidity excursion near finishing booth during coating run.
+25949,2024-03-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Hydraulic line pressure oscillation detected under load.
+25950,2024-03-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.455,False,Vibration harmonics broadened during extended production run.
+25951,2024-03-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.863,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25952,2024-03-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.402,False,Calibration check overdue by 11 days for press-line transducer.
+25953,2024-03-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.204,False,SCADA backfill inserted two delayed telemetry points.
+25954,2024-03-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.603,False,Pressure settled back to nominal after valve reseat.
+25955,2024-03-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Warning threshold updated for pilot predictive-maintenance model.
+25956,2024-03-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.721,False,Air handler maintenance reduced humidity variance on finishing line.
+25957,2024-03-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Operator reported intermittent chatter on machine CNC-04.
+25958,2024-03-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.854,False,Reliability engineer tagged sample window for model retraining.
+25959,2024-03-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.213,False,Maintenance crew confirmed lubrication interval was missed.
+25960,2024-03-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.75,False,Temperature variance narrowed after coolant nozzle cleaning.
+25961,2024-03-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Sensor heartbeat delayed by one interval after gateway retry.
+25962,2024-03-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.705,False,Sensor battery health remains nominal after firmware update.
+25963,2024-03-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.262,False,Unbalanced load introduced cyclical pressure ripple.
+25964,2024-03-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.202,False,Pressure line purge completed before restart authorization.
+25965,2024-03-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.97,False,Temporary gateway failover completed without data loss.
+25966,2024-03-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.136,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+25967,2024-03-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.539,False,Edge collector replayed buffered events after network recovery.
+25968,2024-03-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.407,False,Humidity excursion near finishing booth during coating run.
+25969,2024-03-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.28,False,Condensation warning cleared after dehumidifier ramp-up.
+25970,2024-03-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,82.019,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+25971,2024-03-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.961,False,Shift handoff note referenced unusual noise near press enclosure.
+25972,2024-03-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.876,False,Shift handoff note referenced unusual noise near press enclosure.
+25973,2024-03-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.487,False,Maintenance crew confirmed lubrication interval was missed.
+25974,2024-03-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.244,False,Night shift startup produced higher than normal vibration floor.
+25975,2024-03-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Pressure peak corresponds to oversized billet batch processing.
+25976,2024-03-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.48,False,Shift handoff note referenced unusual noise near press enclosure.
+25977,2024-03-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.336,False,Maintenance note logged for coupling imbalance inspection.
+25978,2024-03-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.839,False,Humidity readings track seasonal rise across late spring.
+25979,2024-03-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.1,False,SCADA backfill inserted two delayed telemetry points.
+25980,2024-03-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.421,False,Hydraulic line pressure oscillation detected under load.
+25981,2024-03-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.395,False,Sensor enclosure opened for manual calibration verification.
+25982,2024-03-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.794,False,Machine throughput increase drove sustained pressure uplift.
+25983,2024-03-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.42,False,Heat-treat furnace door cycling increased localized temperature spikes.
+25984,2024-03-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.598,False,Temporary gateway failover completed without data loss.
+25985,2024-03-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.587,False,Shift handoff note referenced unusual noise near press enclosure.
+25986,2024-03-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.615,False,Sensor heartbeat delayed by one interval after gateway retry.
+25987,2024-03-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.72,False,Shift handoff note referenced unusual noise near press enclosure.
+25988,2024-03-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.508,False,Unbalanced load introduced cyclical pressure ripple.
+25989,2024-03-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Sensor 3 drift suspected after cross-check with manual gauge.
+25990,2024-03-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.452,False,Maintenance scheduler deferred calibration due to spare shortage.
+25991,2024-03-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.678,False,Sensor battery health remains nominal after firmware update.
+25992,2024-03-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.125,False,Maintenance scheduler deferred calibration due to spare shortage.
+25993,2024-03-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.107,False,Thermal ramp exceeded expected warmup curve before shift start.
+25994,2024-03-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.084,False,Machine throughput increase drove sustained pressure uplift.
+25995,2024-03-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Supervisory alert generated after three consecutive threshold breaches.
+25996,2024-03-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.855,False,Sensor battery health remains nominal after firmware update.
+25997,2024-03-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Humidity excursion near finishing booth during coating run.
+25998,2024-03-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.611,False,Anomaly review flagged possible bearing wear progression.
+25999,2024-03-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Packaging line stop reduced adjacent vibration background.
+26000,2024-03-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Vibration harmonics broadened during extended production run.
+26001,2024-03-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.23,False,Humidity baseline improved after seal replacement.
+26002,2024-03-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.778,False,Vibration baseline recovered after tool holder replacement.
+26003,2024-03-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.936,False,Supervisory alert generated after three consecutive threshold breaches.
+26004,2024-03-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.0,False,Anomaly review flagged possible bearing wear progression.
+26005,2024-03-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Humidity excursion near finishing booth during coating run.
+26006,2024-03-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.188,False,Maintenance note logged for coupling imbalance inspection.
+26007,2024-03-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.335,False,Air handler maintenance reduced humidity variance on finishing line.
+26008,2024-03-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.716,False,Humidity excursion near finishing booth during coating run.
+26009,2024-03-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Vibration harmonics broadened during extended production run.
+26010,2024-03-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.526,False,Anomaly review flagged possible bearing wear progression.
+26011,2024-03-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.461,False,SCADA backfill inserted two delayed telemetry points.
+26012,2024-03-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.441,False,Transient outlier matched forklift impact near cabinet wall.
+26013,2024-03-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Supervisory alert generated after three consecutive threshold breaches.
+26014,2024-03-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.557,False,Temperature remained elevated during unscheduled overtime run.
+26015,2024-03-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.604,False,Pressure settled back to nominal after valve reseat.
+26016,2024-03-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.145,False,Unbalanced load introduced cyclical pressure ripple.
+26017,2024-03-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Sensor battery health remains nominal after firmware update.
+26018,2024-03-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.337,False,Anomaly review flagged possible bearing wear progression.
+26019,2024-03-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.706,False,Pressure peak corresponds to oversized billet batch processing.
+26020,2024-03-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.86,False,Condensation warning cleared after dehumidifier ramp-up.
+26021,2024-03-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Short-lived packet loss observed at edge gateway gw-02.
+26022,2024-03-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.489,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26023,2024-03-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Condensation warning cleared after dehumidifier ramp-up.
+26024,2024-03-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.165,False,Quality team requested trace review for lot 24-118B.
+26025,2024-03-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.598,False,Humidity readings track seasonal rise across late spring.
+26026,2024-03-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.622,False,Vibration baseline recovered after tool holder replacement.
+26027,2024-03-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Humidity climbed during dock-door open period in afternoon shift.
+26028,2024-03-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.971,False,Machine idle period extended during planned sanitation window.
+26029,2024-03-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Unbalanced load introduced cyclical pressure ripple.
+26030,2024-03-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.253,False,Maintenance note logged for coupling imbalance inspection.
+26031,2024-03-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.617,False,Maintenance note logged for coupling imbalance inspection.
+26032,2024-03-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.753,False,Telemetry quality flag downgraded during sensor self-test window.
+26033,2024-03-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.598,False,Pressure line purge completed before restart authorization.
+26034,2024-03-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.847,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26035,2024-03-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.741,False,Vibration harmonics broadened during extended production run.
+26036,2024-03-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.84,False,Temperature variance narrowed after coolant nozzle cleaning.
+26037,2024-03-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Quality hold reduced finishing booth activity for one shift.
+26038,2024-03-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.983,False,Dust extraction fan offline for 18 minutes on line finishing.
+26039,2024-03-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.099,False,Telemetry quality flag downgraded during sensor self-test window.
+26040,2024-03-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.646,False,Pressure line purge completed before restart authorization.
+26041,2024-03-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Unbalanced load introduced cyclical pressure ripple.
+26042,2024-03-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.871,False,Packaging line stop reduced adjacent vibration background.
+26043,2024-03-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26044,2024-03-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.669,False,Bearing temperature rising faster than baseline on spindle cell.
+26045,2024-03-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Telemetry quality flag downgraded during sensor self-test window.
+26046,2024-03-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.905,False,Packaging line stop reduced adjacent vibration background.
+26047,2024-03-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.502,False,Edge collector replayed buffered events after network recovery.
+26048,2024-03-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26049,2024-03-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Sensor heartbeat delayed by one interval after gateway retry.
+26050,2024-03-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.13,False,Maintenance scheduler deferred calibration due to spare shortage.
+26051,2024-03-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Quality hold reduced finishing booth activity for one shift.
+26052,2024-03-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.526,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26053,2024-03-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.556,False,Vibration baseline recovered after tool holder replacement.
+26054,2024-03-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.017,False,Temporary gateway failover completed without data loss.
+26055,2024-03-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.129,False,Packaging line stop reduced adjacent vibration background.
+26056,2024-03-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.01,False,Thermal ramp exceeded expected warmup curve before shift start.
+26057,2024-03-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Sensor signal clipping observed during startup surge.
+26058,2024-03-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.107,False,Hydraulic line pressure oscillation detected under load.
+26059,2024-03-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.421,False,Short-lived packet loss observed at edge gateway gw-02.
+26060,2024-03-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.196,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26061,2024-03-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Coolant loop adjustment reduced chamber temperature spread.
+26062,2024-03-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.404,False,Sensor enclosure opened for manual calibration verification.
+26063,2024-03-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.879,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26064,2024-03-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.836,False,Pressure line purge completed before restart authorization.
+26065,2024-03-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Anomaly review flagged possible bearing wear progression.
+26066,2024-03-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.016,False,Sensor enclosure opened for manual calibration verification.
+26067,2024-03-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.709,False,Bearing temperature rising faster than baseline on spindle cell.
+26068,2024-03-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.34,False,Bearing temperature rising faster than baseline on spindle cell.
+26069,2024-03-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Quality team requested trace review for lot 24-118B.
+26070,2024-03-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.723,False,Vibration baseline recovered after tool holder replacement.
+26071,2024-03-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26072,2024-03-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.312,False,Sensor signal clipping observed during startup surge.
+26073,2024-03-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.768,False,Humidity excursion near finishing booth during coating run.
+26074,2024-03-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.313,False,Sensor signal clipping observed during startup surge.
+26075,2024-03-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.324,False,Machine throughput increase drove sustained pressure uplift.
+26076,2024-03-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.288,False,Dust extraction fan offline for 18 minutes on line finishing.
+26077,2024-03-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Thermal ramp exceeded expected warmup curve before shift start.
+26078,2024-03-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.73,False,Quality team requested trace review for lot 24-118B.
+26079,2024-03-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.238,False,Transient outlier matched forklift impact near cabinet wall.
+26080,2024-03-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.203,False,Hydraulic line pressure oscillation detected under load.
+26081,2024-03-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Supervisory alert generated after three consecutive threshold breaches.
+26082,2024-03-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.452,False,Transient outlier matched forklift impact near cabinet wall.
+26083,2024-03-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.843,False,Transient outlier matched forklift impact near cabinet wall.
+26084,2024-03-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.12,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26085,2024-03-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.32,False,Operator reported intermittent chatter on machine CNC-04.
+26086,2024-03-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.012,False,Sensor battery health remains nominal after firmware update.
+26087,2024-03-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.545,False,Sensor enclosure opened for manual calibration verification.
+26088,2024-03-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.323,False,Night shift startup produced higher than normal vibration floor.
+26089,2024-03-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Pressure settled back to nominal after valve reseat.
+26090,2024-03-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.817,False,Night shift startup produced higher than normal vibration floor.
+26091,2024-03-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.851,False,Edge collector replayed buffered events after network recovery.
+26092,2024-03-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.344,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26093,2024-03-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Sensor enclosure opened for manual calibration verification.
+26094,2024-03-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.771,False,Humidity climbed during dock-door open period in afternoon shift.
+26095,2024-03-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.704,False,Vibration baseline recovered after tool holder replacement.
+26096,2024-03-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.924,False,Dust extraction fan offline for 18 minutes on line finishing.
+26097,2024-03-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Machine throughput increase drove sustained pressure uplift.
+26098,2024-03-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.912,False,Pressure line purge completed before restart authorization.
+26099,2024-03-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26100,2024-03-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.313,False,Machine idle period extended during planned sanitation window.
+26101,2024-03-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Packaging line stop reduced adjacent vibration background.
+26102,2024-03-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.545,False,Unbalanced load introduced cyclical pressure ripple.
+26103,2024-03-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Pressure peak corresponds to oversized billet batch processing.
+26104,2024-03-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.191,False,Bearing temperature rising faster than baseline on spindle cell.
+26105,2024-03-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Humidity climbed during dock-door open period in afternoon shift.
+26106,2024-03-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.686,False,Calibration check overdue by 11 days for press-line transducer.
+26107,2024-03-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.425,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26108,2024-03-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.478,False,Calibration check overdue by 11 days for press-line transducer.
+26109,2024-03-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Maintenance crew confirmed lubrication interval was missed.
+26110,2024-03-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.687,False,Packaging line stop reduced adjacent vibration background.
+26111,2024-03-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.93,False,Temperature remained elevated during unscheduled overtime run.
+26112,2024-03-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.148,False,Calibration check overdue by 11 days for press-line transducer.
+26113,2024-03-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.692,False,Warning threshold updated for pilot predictive-maintenance model.
+26114,2024-03-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.577,False,Reliability engineer tagged sample window for model retraining.
+26115,2024-03-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26116,2024-03-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.583,False,Pressure peak corresponds to oversized billet batch processing.
+26117,2024-03-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Maintenance crew confirmed lubrication interval was missed.
+26118,2024-03-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.253,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26119,2024-03-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26120,2024-03-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.657,False,Condensation warning cleared after dehumidifier ramp-up.
+26121,2024-03-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Dust extraction fan offline for 18 minutes on line finishing.
+26122,2024-03-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Shift handoff note referenced unusual noise near press enclosure.
+26123,2024-03-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.77,False,Pressure settled back to nominal after valve reseat.
+26124,2024-03-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.41,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26125,2024-03-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Temperature remained elevated during unscheduled overtime run.
+26126,2024-03-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.68,False,Vibration burst exceeds envelope during tool change cycle.
+26127,2024-03-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.091,False,Supervisory alert generated after three consecutive threshold breaches.
+26128,2024-03-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.238,False,Sensor enclosure opened for manual calibration verification.
+26129,2024-03-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Operator reported intermittent chatter on machine CNC-04.
+26130,2024-03-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.787,False,Hydraulic line pressure oscillation detected under load.
+26131,2024-03-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Quality team requested trace review for lot 24-118B.
+26132,2024-03-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.149,False,Pressure line purge completed before restart authorization.
+26133,2024-03-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.24,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26134,2024-03-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.026,False,Sensor heartbeat delayed by one interval after gateway retry.
+26135,2024-03-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.368,False,Humidity readings track seasonal rise across late spring.
+26136,2024-03-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.072,False,Bearing temperature rising faster than baseline on spindle cell.
+26137,2024-03-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26138,2024-03-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.097,False,Pressure peak corresponds to oversized billet batch processing.
+26139,2024-03-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Quality team requested trace review for lot 24-118B.
+26140,2024-03-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.058,False,Vibration burst exceeds envelope during tool change cycle.
+26141,2024-03-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Hydraulic line pressure oscillation detected under load.
+26142,2024-03-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.412,False,Humidity climbed during dock-door open period in afternoon shift.
+26143,2024-03-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.17,False,Thermal ramp exceeded expected warmup curve before shift start.
+26144,2024-03-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.524,False,Temperature remained elevated during unscheduled overtime run.
+26145,2024-03-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Maintenance crew confirmed lubrication interval was missed.
+26146,2024-03-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.721,False,Pressure peak corresponds to oversized billet batch processing.
+26147,2024-03-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Machine throughput increase drove sustained pressure uplift.
+26148,2024-03-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.768,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26149,2024-03-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Night shift startup produced higher than normal vibration floor.
+26150,2024-03-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.154,False,Thermal ramp exceeded expected warmup curve before shift start.
+26151,2024-03-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.702,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26152,2024-03-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.149,False,SCADA backfill inserted two delayed telemetry points.
+26153,2024-03-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26154,2024-03-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.082,False,Maintenance note logged for coupling imbalance inspection.
+26155,2024-03-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Telemetry quality flag downgraded during sensor self-test window.
+26156,2024-03-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.201,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26157,2024-03-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.911,False,Quality team requested trace review for lot 24-118B.
+26158,2024-03-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.809,False,Sensor signal clipping observed during startup surge.
+26159,2024-03-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26160,2024-03-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.692,False,Maintenance crew confirmed lubrication interval was missed.
+26161,2024-03-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Vibration burst exceeds envelope during tool change cycle.
+26162,2024-03-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.781,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26163,2024-03-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Maintenance note logged for coupling imbalance inspection.
+26164,2024-03-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26165,2024-03-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.713,False,Humidity baseline improved after seal replacement.
+26166,2024-03-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.163,False,Humidity climbed during dock-door open period in afternoon shift.
+26167,2024-03-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.394,False,Temporary gateway failover completed without data loss.
+26168,2024-03-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.055,False,Humidity climbed during dock-door open period in afternoon shift.
+26169,2024-03-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.665,False,SCADA backfill inserted two delayed telemetry points.
+26170,2024-03-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.5,False,Pressure line purge completed before restart authorization.
+26171,2024-03-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Sensor signal clipping observed during startup surge.
+26172,2024-03-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.831,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26173,2024-03-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.174,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26174,2024-03-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.752,False,Warning threshold updated for pilot predictive-maintenance model.
+26175,2024-03-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.08,False,Thermal ramp exceeded expected warmup curve before shift start.
+26176,2024-03-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.866,False,Warning threshold updated for pilot predictive-maintenance model.
+26177,2024-03-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.832,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26178,2024-03-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.91,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26179,2024-03-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.195,False,Humidity readings track seasonal rise across late spring.
+26180,2024-03-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.456,False,Unbalanced load introduced cyclical pressure ripple.
+26181,2024-03-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Bearing temperature rising faster than baseline on spindle cell.
+26182,2024-03-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.177,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26183,2024-03-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.055,False,Shift handoff note referenced unusual noise near press enclosure.
+26184,2024-03-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.978,False,Dust extraction fan offline for 18 minutes on line finishing.
+26185,2024-03-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Sensor battery health remains nominal after firmware update.
+26186,2024-03-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.32,False,Press cycle dwell time lengthened during high-volume batch.
+26187,2024-03-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.691,False,Machine idle period extended during planned sanitation window.
+26188,2024-03-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.702,False,Machine throughput increase drove sustained pressure uplift.
+26189,2024-03-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.015,False,Hydraulic line pressure oscillation detected under load.
+26190,2024-03-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.393,False,Quality hold reduced finishing booth activity for one shift.
+26191,2024-03-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Pressure peak corresponds to oversized billet batch processing.
+26192,2024-03-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.232,False,Sensor enclosure opened for manual calibration verification.
+26193,2024-03-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Coolant loop adjustment reduced chamber temperature spread.
+26194,2024-03-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.77,False,Temporary gateway failover completed without data loss.
+26195,2024-03-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.483,False,Humidity readings track seasonal rise across late spring.
+26196,2024-03-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.13,False,Press cycle dwell time lengthened during high-volume batch.
+26197,2024-03-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.207,False,Anomaly review flagged possible bearing wear progression.
+26198,2024-03-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.632,False,Quality team requested trace review for lot 24-118B.
+26199,2024-03-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.734,False,Press cycle dwell time lengthened during high-volume batch.
+26200,2024-03-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.278,False,Hydraulic line pressure oscillation detected under load.
+26201,2024-03-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.684,False,Vibration baseline recovered after tool holder replacement.
+26202,2024-03-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.573,False,Sensor enclosure opened for manual calibration verification.
+26203,2024-03-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Temperature remained elevated during unscheduled overtime run.
+26204,2024-03-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.136,False,Humidity baseline improved after seal replacement.
+26205,2024-03-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.957,False,Pressure peak corresponds to oversized billet batch processing.
+26206,2024-03-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.389,False,Air handler maintenance reduced humidity variance on finishing line.
+26207,2024-03-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.559,False,Humidity readings track seasonal rise across late spring.
+26208,2024-03-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.365,False,Temporary gateway failover completed without data loss.
+26209,2024-04-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26210,2024-04-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.308,False,SCADA backfill inserted two delayed telemetry points.
+26211,2024-04-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.339,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26212,2024-04-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.827,False,Humidity baseline improved after seal replacement.
+26213,2024-04-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.687,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26214,2024-04-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.26,False,Warning threshold updated for pilot predictive-maintenance model.
+26215,2024-04-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.356,True,Night shift startup produced higher than normal vibration floor.
+26216,2024-04-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.822,False,Thermal ramp exceeded expected warmup curve before shift start.
+26217,2024-04-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.737,False,Operator reported intermittent chatter on machine CNC-04.
+26218,2024-04-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.241,False,Sensor heartbeat delayed by one interval after gateway retry.
+26219,2024-04-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.314,True,Quality hold reduced finishing booth activity for one shift.
+26220,2024-04-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.662,False,Operator reset acknowledged after red-tag inspection.
+26221,2024-04-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Reliability engineer tagged sample window for model retraining.
+26222,2024-04-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.334,False,Sensor enclosure opened for manual calibration verification.
+26223,2024-04-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.884,True,Air handler maintenance reduced humidity variance on finishing line.
+26224,2024-04-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.787,False,Calibration check overdue by 11 days for press-line transducer.
+26225,2024-04-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Supervisory alert generated after three consecutive threshold breaches.
+26226,2024-04-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.948,False,Maintenance scheduler deferred calibration due to spare shortage.
+26227,2024-04-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.222,True,Air handler maintenance reduced humidity variance on finishing line.
+26228,2024-04-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.985,False,Operator reset acknowledged after red-tag inspection.
+26229,2024-04-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.653,False,Bearing temperature rising faster than baseline on spindle cell.
+26230,2024-04-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.136,False,Sensor heartbeat delayed by one interval after gateway retry.
+26231,2024-04-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.542,True,Shift handoff note referenced unusual noise near press enclosure.
+26232,2024-04-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.517,False,Machine throughput increase drove sustained pressure uplift.
+26233,2024-04-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.403,False,Pressure line purge completed before restart authorization.
+26234,2024-04-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.792,False,Pressure line purge completed before restart authorization.
+26235,2024-04-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.154,True,Maintenance scheduler deferred calibration due to spare shortage.
+26236,2024-04-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.906,False,Pressure settled back to nominal after valve reseat.
+26237,2024-04-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.179,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26238,2024-04-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.526,False,Vibration baseline recovered after tool holder replacement.
+26239,2024-04-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.32,True,Dust extraction fan offline for 18 minutes on line finishing.
+26240,2024-04-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26241,2024-04-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.101,False,Dust extraction fan offline for 18 minutes on line finishing.
+26242,2024-04-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.919,False,Night shift startup produced higher than normal vibration floor.
+26243,2024-04-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.076,True,Temperature variance narrowed after coolant nozzle cleaning.
+26244,2024-04-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.873,False,Maintenance crew confirmed lubrication interval was missed.
+26245,2024-04-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.764,False,Air handler maintenance reduced humidity variance on finishing line.
+26246,2024-04-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.555,False,Machine throughput increase drove sustained pressure uplift.
+26247,2024-04-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.667,True,Supervisory alert generated after three consecutive threshold breaches.
+26248,2024-04-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.626,False,Vibration baseline recovered after tool holder replacement.
+26249,2024-04-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Bearing temperature rising faster than baseline on spindle cell.
+26250,2024-04-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.739,False,Pressure peak corresponds to oversized billet batch processing.
+26251,2024-04-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.418,True,Unbalanced load introduced cyclical pressure ripple.
+26252,2024-04-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,Thermal overshoot event coincided with recipe change on furnace.
+26253,2024-04-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Shift handoff note referenced unusual noise near press enclosure.
+26254,2024-04-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.609,False,Quality hold reduced finishing booth activity for one shift.
+26255,2024-04-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.465,True,Telemetry quality flag downgraded during sensor self-test window.
+26256,2024-04-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.139,False,Hydraulic line pressure oscillation detected under load.
+26257,2024-04-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Humidity climbed during dock-door open period in afternoon shift.
+26258,2024-04-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.603,False,Temporary gateway failover completed without data loss.
+26259,2024-04-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.305,True,Transient outlier matched forklift impact near cabinet wall.
+26260,2024-04-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.994,False,Pressure peak corresponds to oversized billet batch processing.
+26261,2024-04-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Temperature variance narrowed after coolant nozzle cleaning.
+26262,2024-04-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.984,False,Quality hold reduced finishing booth activity for one shift.
+26263,2024-04-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.68,True,Short-lived packet loss observed at edge gateway gw-02.
+26264,2024-04-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.116,False,Shift handoff note referenced unusual noise near press enclosure.
+26265,2024-04-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Short-lived packet loss observed at edge gateway gw-02.
+26266,2024-04-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.841,False,Supervisory alert generated after three consecutive threshold breaches.
+26267,2024-04-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.707,True,Sensor enclosure opened for manual calibration verification.
+26268,2024-04-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.468,False,Humidity excursion near finishing booth during coating run.
+26269,2024-04-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.877,False,Vibration baseline recovered after tool holder replacement.
+26270,2024-04-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.147,False,Pressure peak corresponds to oversized billet batch processing.
+26271,2024-04-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.898,True,Thermal ramp exceeded expected warmup curve before shift start.
+26272,2024-04-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.975,False,Sensor battery health remains nominal after firmware update.
+26273,2024-04-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Sensor signal clipping observed during startup surge.
+26274,2024-04-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.002,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26275,2024-04-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.989,True,Machine throughput increase drove sustained pressure uplift.
+26276,2024-04-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.715,False,Quality team requested trace review for lot 24-118B.
+26277,2024-04-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26278,2024-04-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.131,False,Operator reset acknowledged after red-tag inspection.
+26279,2024-04-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.334,True,Machine idle period extended during planned sanitation window.
+26280,2024-04-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.79,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26281,2024-04-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.697,False,Humidity baseline improved after seal replacement.
+26282,2024-04-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.817,False,Vibration harmonics broadened during extended production run.
+26283,2024-04-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.599,True,Packaging line stop reduced adjacent vibration background.
+26284,2024-04-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.622,False,Hydraulic line pressure oscillation detected under load.
+26285,2024-04-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.516,False,SCADA backfill inserted two delayed telemetry points.
+26286,2024-04-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.86,False,Calibration check overdue by 11 days for press-line transducer.
+26287,2024-04-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.609,True,Hydraulic line pressure oscillation detected under load.
+26288,2024-04-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.377,False,Temperature remained elevated during unscheduled overtime run.
+26289,2024-04-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26290,2024-04-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.656,False,Humidity baseline improved after seal replacement.
+26291,2024-04-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.356,True,Operator reset acknowledged after red-tag inspection.
+26292,2024-04-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.972,False,Temperature variance narrowed after coolant nozzle cleaning.
+26293,2024-04-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Humidity readings track seasonal rise across late spring.
+26294,2024-04-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.897,False,Transient outlier matched forklift impact near cabinet wall.
+26295,2024-04-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.256,True,Anomaly review flagged possible bearing wear progression.
+26296,2024-04-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.497,False,Operator reset acknowledged after red-tag inspection.
+26297,2024-04-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.12,False,Air handler maintenance reduced humidity variance on finishing line.
+26298,2024-04-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.328,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26299,2024-04-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.67,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+26300,2024-04-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.063,False,Machine throughput increase drove sustained pressure uplift.
+26301,2024-04-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Sensor enclosure opened for manual calibration verification.
+26302,2024-04-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.598,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26303,2024-04-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.978,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26304,2024-04-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.144,False,Temporary gateway failover completed without data loss.
+26305,2024-04-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Sensor enclosure opened for manual calibration verification.
+26306,2024-04-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.896,False,Night shift startup produced higher than normal vibration floor.
+26307,2024-04-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.213,True,Packaging line stop reduced adjacent vibration background.
+26308,2024-04-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.132,False,Quality hold reduced finishing booth activity for one shift.
+26309,2024-04-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Short-lived packet loss observed at edge gateway gw-02.
+26310,2024-04-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.56,False,Humidity excursion near finishing booth during coating run.
+26311,2024-04-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.805,True,Anomaly review flagged possible bearing wear progression.
+26312,2024-04-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.607,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26313,2024-04-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.805,False,Sensor signal clipping observed during startup surge.
+26314,2024-04-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.936,False,Reliability engineer tagged sample window for model retraining.
+26315,2024-04-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.922,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+26316,2024-04-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.22,False,Shift handoff note referenced unusual noise near press enclosure.
+26317,2024-04-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.869,False,Vibration harmonics broadened during extended production run.
+26318,2024-04-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.407,False,Sensor battery health remains nominal after firmware update.
+26319,2024-04-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.461,True,Coolant loop adjustment reduced chamber temperature spread.
+26320,2024-04-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.259,False,Short-lived packet loss observed at edge gateway gw-02.
+26321,2024-04-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.634,False,Vibration harmonics broadened during extended production run.
+26322,2024-04-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.47,False,Maintenance scheduler deferred calibration due to spare shortage.
+26323,2024-04-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.044,True,Short-lived packet loss observed at edge gateway gw-02.
+26324,2024-04-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.526,False,Humidity climbed during dock-door open period in afternoon shift.
+26325,2024-04-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Pressure line purge completed before restart authorization.
+26326,2024-04-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.022,False,Humidity baseline improved after seal replacement.
+26327,2024-04-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.532,True,Heat-treat furnace door cycling increased localized temperature spikes.
+26328,2024-04-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.409,False,Bearing temperature rising faster than baseline on spindle cell.
+26329,2024-04-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Hydraulic line pressure oscillation detected under load.
+26330,2024-04-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.207,False,Anomaly review flagged possible bearing wear progression.
+26331,2024-04-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.147,True,Quality team requested trace review for lot 24-118B.
+26332,2024-04-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.173,False,Transient outlier matched forklift impact near cabinet wall.
+26333,2024-04-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Operator reported intermittent chatter on machine CNC-04.
+26334,2024-04-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.699,False,Dust extraction fan offline for 18 minutes on line finishing.
+26335,2024-04-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.997,True,Unbalanced load introduced cyclical pressure ripple.
+26336,2024-04-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.318,False,Maintenance scheduler deferred calibration due to spare shortage.
+26337,2024-04-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.083,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26338,2024-04-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.139,False,Sensor enclosure opened for manual calibration verification.
+26339,2024-04-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.972,True,Humidity excursion near finishing booth during coating run.
+26340,2024-04-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.526,False,Calibration check overdue by 11 days for press-line transducer.
+26341,2024-04-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.545,False,Coolant loop adjustment reduced chamber temperature spread.
+26342,2024-04-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.173,False,Warning threshold updated for pilot predictive-maintenance model.
+26343,2024-04-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.422,True,Press cycle dwell time lengthened during high-volume batch.
+26344,2024-04-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.444,False,Machine throughput increase drove sustained pressure uplift.
+26345,2024-04-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.634,False,Supervisory alert generated after three consecutive threshold breaches.
+26346,2024-04-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.225,False,Operator reported intermittent chatter on machine CNC-04.
+26347,2024-04-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.475,True,Maintenance crew confirmed lubrication interval was missed.
+26348,2024-04-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.011,False,Sensor battery health remains nominal after firmware update.
+26349,2024-04-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.781,False,Pressure line purge completed before restart authorization.
+26350,2024-04-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.899,False,Maintenance note logged for coupling imbalance inspection.
+26351,2024-04-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.156,True,Condensation warning cleared after dehumidifier ramp-up.
+26352,2024-04-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.051,False,Coolant loop adjustment reduced chamber temperature spread.
+26353,2024-04-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.452,False,Sensor battery health remains nominal after firmware update.
+26354,2024-04-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.599,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26355,2024-04-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,True,Maintenance note logged for coupling imbalance inspection.
+26356,2024-04-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.592,False,Transient outlier matched forklift impact near cabinet wall.
+26357,2024-04-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Vibration baseline recovered after tool holder replacement.
+26358,2024-04-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.54,False,Thermal overshoot event coincided with recipe change on furnace.
+26359,2024-04-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Calibration check overdue by 11 days for press-line transducer.
+26360,2024-04-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.344,False,Unbalanced load introduced cyclical pressure ripple.
+26361,2024-04-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Unbalanced load introduced cyclical pressure ripple.
+26362,2024-04-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.551,False,Maintenance scheduler deferred calibration due to spare shortage.
+26363,2024-04-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.597,True,Bearing temperature rising faster than baseline on spindle cell.
+26364,2024-04-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.776,False,Humidity baseline improved after seal replacement.
+26365,2024-04-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.321,False,Sensor heartbeat delayed by one interval after gateway retry.
+26366,2024-04-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.108,False,Humidity baseline improved after seal replacement.
+26367,2024-04-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.321,True,Edge collector replayed buffered events after network recovery.
+26368,2024-04-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.296,False,Sensor enclosure opened for manual calibration verification.
+26369,2024-04-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Temperature variance narrowed after coolant nozzle cleaning.
+26370,2024-04-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.477,False,Supervisory alert generated after three consecutive threshold breaches.
+26371,2024-04-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.253,True,Air handler maintenance reduced humidity variance on finishing line.
+26372,2024-04-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.412,False,Pressure settled back to nominal after valve reseat.
+26373,2024-04-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.902,False,Unbalanced load introduced cyclical pressure ripple.
+26374,2024-04-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.162,False,Maintenance crew confirmed lubrication interval was missed.
+26375,2024-04-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.776,True,Pressure peak corresponds to oversized billet batch processing.
+26376,2024-04-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.658,False,Pressure peak corresponds to oversized billet batch processing.
+26377,2024-04-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Edge collector replayed buffered events after network recovery.
+26378,2024-04-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.569,False,Temperature variance narrowed after coolant nozzle cleaning.
+26379,2024-04-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.278,True,Quality hold reduced finishing booth activity for one shift.
+26380,2024-04-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.94,False,Hydraulic line pressure oscillation detected under load.
+26381,2024-04-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Vibration harmonics broadened during extended production run.
+26382,2024-04-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.9,False,Quality team requested trace review for lot 24-118B.
+26383,2024-04-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.416,True,Sensor heartbeat delayed by one interval after gateway retry.
+26384,2024-04-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26385,2024-04-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.805,False,Night shift startup produced higher than normal vibration floor.
+26386,2024-04-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.217,False,Sensor battery health remains nominal after firmware update.
+26387,2024-04-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.011,True,SCADA backfill inserted two delayed telemetry points.
+26388,2024-04-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.628,False,Maintenance scheduler deferred calibration due to spare shortage.
+26389,2024-04-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.593,False,Hydraulic line pressure oscillation detected under load.
+26390,2024-04-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.092,False,Shift handoff note referenced unusual noise near press enclosure.
+26391,2024-04-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.829,True,Humidity baseline improved after seal replacement.
+26392,2024-04-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.022,False,Machine throughput increase drove sustained pressure uplift.
+26393,2024-04-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.664,False,Night shift startup produced higher than normal vibration floor.
+26394,2024-04-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.419,False,Temporary gateway failover completed without data loss.
+26395,2024-04-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.249,True,Pressure settled back to nominal after valve reseat.
+26396,2024-04-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.97,False,Machine idle period extended during planned sanitation window.
+26397,2024-04-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.687,False,Machine idle period extended during planned sanitation window.
+26398,2024-04-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.71,False,Night shift startup produced higher than normal vibration floor.
+26399,2024-04-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.231,True,Packaging line stop reduced adjacent vibration background.
+26400,2024-04-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.43,False,Bearing temperature rising faster than baseline on spindle cell.
+26401,2024-04-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.123,False,Dust extraction fan offline for 18 minutes on line finishing.
+26402,2024-04-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.44,False,Humidity excursion near finishing booth during coating run.
+26403,2024-04-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.748,True,Sensor battery health remains nominal after firmware update.
+26404,2024-04-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.174,False,Sensor battery health remains nominal after firmware update.
+26405,2024-04-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Warning threshold updated for pilot predictive-maintenance model.
+26406,2024-04-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.153,False,Humidity baseline improved after seal replacement.
+26407,2024-04-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.922,True,Edge collector replayed buffered events after network recovery.
+26408,2024-04-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.734,False,Sensor enclosure opened for manual calibration verification.
+26409,2024-04-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.429,False,Pressure line purge completed before restart authorization.
+26410,2024-04-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.385,False,Humidity climbed during dock-door open period in afternoon shift.
+26411,2024-04-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.904,True,Thermal ramp exceeded expected warmup curve before shift start.
+26412,2024-04-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Telemetry quality flag downgraded during sensor self-test window.
+26413,2024-04-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.966,False,Temporary gateway failover completed without data loss.
+26414,2024-04-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.265,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26415,2024-04-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.309,True,Thermal ramp exceeded expected warmup curve before shift start.
+26416,2024-04-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.718,False,Humidity baseline improved after seal replacement.
+26417,2024-04-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Sensor signal clipping observed during startup surge.
+26418,2024-04-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.503,False,Machine idle period extended during planned sanitation window.
+26419,2024-04-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.946,True,Humidity excursion near finishing booth during coating run.
+26420,2024-04-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.268,False,Anomaly review flagged possible bearing wear progression.
+26421,2024-04-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Temporary gateway failover completed without data loss.
+26422,2024-04-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.576,False,Temperature remained elevated during unscheduled overtime run.
+26423,2024-04-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.364,True,Press cycle dwell time lengthened during high-volume batch.
+26424,2024-04-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.175,False,Hydraulic line pressure oscillation detected under load.
+26425,2024-04-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Maintenance note logged for coupling imbalance inspection.
+26426,2024-04-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.678,False,Thermal overshoot event coincided with recipe change on furnace.
+26427,2024-04-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.426,True,Short-lived packet loss observed at edge gateway gw-02.
+26428,2024-04-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.647,False,Thermal ramp exceeded expected warmup curve before shift start.
+26429,2024-04-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Maintenance note logged for coupling imbalance inspection.
+26430,2024-04-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.071,False,Transient outlier matched forklift impact near cabinet wall.
+26431,2024-04-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.726,True,Dust extraction fan offline for 18 minutes on line finishing.
+26432,2024-04-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.736,False,Temporary gateway failover completed without data loss.
+26433,2024-04-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.189,False,Sensor heartbeat delayed by one interval after gateway retry.
+26434,2024-04-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.334,False,Operator reported intermittent chatter on machine CNC-04.
+26435,2024-04-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.324,True,Packaging line stop reduced adjacent vibration background.
+26436,2024-04-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.51,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26437,2024-04-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.27,False,Shift handoff note referenced unusual noise near press enclosure.
+26438,2024-04-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.631,False,Machine throughput increase drove sustained pressure uplift.
+26439,2024-04-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.006,True,Humidity climbed during dock-door open period in afternoon shift.
+26440,2024-04-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.882,False,Night shift startup produced higher than normal vibration floor.
+26441,2024-04-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Sensor battery health remains nominal after firmware update.
+26442,2024-04-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.756,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26443,2024-04-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.622,True,Vibration harmonics broadened during extended production run.
+26444,2024-04-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.325,False,Anomaly review flagged possible bearing wear progression.
+26445,2024-04-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Sensor heartbeat delayed by one interval after gateway retry.
+26446,2024-04-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.184,False,Quality team requested trace review for lot 24-118B.
+26447,2024-04-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.463,True,Humidity climbed during dock-door open period in afternoon shift.
+26448,2024-04-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.548,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26449,2024-04-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.673,False,Humidity climbed during dock-door open period in afternoon shift.
+26450,2024-04-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.218,False,Quality hold reduced finishing booth activity for one shift.
+26451,2024-04-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.88,True,Sensor signal clipping observed during startup surge.
+26452,2024-04-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.161,False,Condensation warning cleared after dehumidifier ramp-up.
+26453,2024-04-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.582,False,SCADA backfill inserted two delayed telemetry points.
+26454,2024-04-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.357,False,Press cycle dwell time lengthened during high-volume batch.
+26455,2024-04-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.891,True,Machine throughput increase drove sustained pressure uplift.
+26456,2024-04-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.698,False,Humidity readings track seasonal rise across late spring.
+26457,2024-04-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.645,False,Vibration harmonics broadened during extended production run.
+26458,2024-04-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.279,False,Press cycle dwell time lengthened during high-volume batch.
+26459,2024-04-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.924,True,Calibration check overdue by 11 days for press-line transducer.
+26460,2024-04-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.984,False,Vibration harmonics broadened during extended production run.
+26461,2024-04-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Sensor enclosure opened for manual calibration verification.
+26462,2024-04-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.562,False,Maintenance crew confirmed lubrication interval was missed.
+26463,2024-04-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.917,True,Vibration baseline recovered after tool holder replacement.
+26464,2024-04-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.295,False,Vibration burst exceeds envelope during tool change cycle.
+26465,2024-04-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Operator reported intermittent chatter on machine CNC-04.
+26466,2024-04-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.634,False,Vibration burst exceeds envelope during tool change cycle.
+26467,2024-04-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.483,True,Condensation warning cleared after dehumidifier ramp-up.
+26468,2024-04-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.679,False,Hydraulic line pressure oscillation detected under load.
+26469,2024-04-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.833,False,Machine throughput increase drove sustained pressure uplift.
+26470,2024-04-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.397,False,Pressure peak corresponds to oversized billet batch processing.
+26471,2024-04-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.02,True,Quality team requested trace review for lot 24-118B.
+26472,2024-04-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.287,False,Vibration baseline recovered after tool holder replacement.
+26473,2024-04-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.189,False,Supervisory alert generated after three consecutive threshold breaches.
+26474,2024-04-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.593,False,Machine throughput increase drove sustained pressure uplift.
+26475,2024-04-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.116,True,Supervisory alert generated after three consecutive threshold breaches.
+26476,2024-04-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.075,False,Humidity baseline improved after seal replacement.
+26477,2024-04-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Anomaly review flagged possible bearing wear progression.
+26478,2024-04-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.65,False,Shift handoff note referenced unusual noise near press enclosure.
+26479,2024-04-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.078,True,Humidity readings track seasonal rise across late spring.
+26480,2024-04-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.719,False,Quality team requested trace review for lot 24-118B.
+26481,2024-04-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.38,False,Dust extraction fan offline for 18 minutes on line finishing.
+26482,2024-04-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.358,False,Vibration harmonics broadened during extended production run.
+26483,2024-04-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.653,True,Sensor heartbeat delayed by one interval after gateway retry.
+26484,2024-04-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.572,False,Humidity readings track seasonal rise across late spring.
+26485,2024-04-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Anomaly review flagged possible bearing wear progression.
+26486,2024-04-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.33,False,Night shift startup produced higher than normal vibration floor.
+26487,2024-04-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.97,True,Temporary gateway failover completed without data loss.
+26488,2024-04-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.061,False,Supervisory alert generated after three consecutive threshold breaches.
+26489,2024-04-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Calibration check overdue by 11 days for press-line transducer.
+26490,2024-04-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.82,False,Reliability engineer tagged sample window for model retraining.
+26491,2024-04-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.383,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26492,2024-04-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.067,False,Sensor enclosure opened for manual calibration verification.
+26493,2024-04-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.119,False,Shift handoff note referenced unusual noise near press enclosure.
+26494,2024-04-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.999,False,Pressure settled back to nominal after valve reseat.
+26495,2024-04-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.25,True,Machine idle period extended during planned sanitation window.
+26496,2024-04-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.278,False,Pressure settled back to nominal after valve reseat.
+26497,2024-04-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Shift handoff note referenced unusual noise near press enclosure.
+26498,2024-04-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.328,False,Anomaly review flagged possible bearing wear progression.
+26499,2024-04-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.547,True,Bearing temperature rising faster than baseline on spindle cell.
+26500,2024-04-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.677,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26501,2024-04-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.4,False,Shift handoff note referenced unusual noise near press enclosure.
+26502,2024-04-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.588,False,Pressure settled back to nominal after valve reseat.
+26503,2024-04-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.549,True,Short-lived packet loss observed at edge gateway gw-02.
+26504,2024-04-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.532,False,Temperature remained elevated during unscheduled overtime run.
+26505,2024-04-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.479,False,Humidity excursion near finishing booth during coating run.
+26506,2024-04-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.588,False,Machine throughput increase drove sustained pressure uplift.
+26507,2024-04-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.69,True,Thermal ramp exceeded expected warmup curve before shift start.
+26508,2024-04-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.884,False,Operator reset acknowledged after red-tag inspection.
+26509,2024-04-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.393,False,Sensor battery health remains nominal after firmware update.
+26510,2024-04-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.962,False,Pressure peak corresponds to oversized billet batch processing.
+26511,2024-04-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.848,True,Pressure line purge completed before restart authorization.
+26512,2024-04-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.226,False,Operator reset acknowledged after red-tag inspection.
+26513,2024-04-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.24,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26514,2024-04-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.617,False,Humidity readings track seasonal rise across late spring.
+26515,2024-04-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.624,True,Warning threshold updated for pilot predictive-maintenance model.
+26516,2024-04-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.299,False,Humidity baseline improved after seal replacement.
+26517,2024-04-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Humidity baseline improved after seal replacement.
+26518,2024-04-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.948,False,SCADA backfill inserted two delayed telemetry points.
+26519,2024-04-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.036,True,Maintenance note logged for coupling imbalance inspection.
+26520,2024-04-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.323,False,Supervisory alert generated after three consecutive threshold breaches.
+26521,2024-04-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Machine throughput increase drove sustained pressure uplift.
+26522,2024-04-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.867,False,Thermal ramp exceeded expected warmup curve before shift start.
+26523,2024-04-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.802,True,Machine idle period extended during planned sanitation window.
+26524,2024-04-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.658,False,Edge collector replayed buffered events after network recovery.
+26525,2024-04-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.687,False,Temperature variance narrowed after coolant nozzle cleaning.
+26526,2024-04-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.602,False,Humidity climbed during dock-door open period in afternoon shift.
+26527,2024-04-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.171,True,Humidity readings track seasonal rise across late spring.
+26528,2024-04-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.632,False,Vibration harmonics broadened during extended production run.
+26529,2024-04-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.8,False,Reliability engineer tagged sample window for model retraining.
+26530,2024-04-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.678,False,Machine idle period extended during planned sanitation window.
+26531,2024-04-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.02,True,Anomaly review flagged possible bearing wear progression.
+26532,2024-04-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.818,False,Sensor signal clipping observed during startup surge.
+26533,2024-04-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26534,2024-04-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.739,False,Short-lived packet loss observed at edge gateway gw-02.
+26535,2024-04-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.207,True,Transient outlier matched forklift impact near cabinet wall.
+26536,2024-04-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.523,False,Quality team requested trace review for lot 24-118B.
+26537,2024-04-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Humidity climbed during dock-door open period in afternoon shift.
+26538,2024-04-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.462,False,Calibration check overdue by 11 days for press-line transducer.
+26539,2024-04-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.636,True,Sensor 3 drift suspected after cross-check with manual gauge.
+26540,2024-04-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.567,False,Humidity climbed during dock-door open period in afternoon shift.
+26541,2024-04-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.282,False,Thermal overshoot event coincided with recipe change on furnace.
+26542,2024-04-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.385,False,Supervisory alert generated after three consecutive threshold breaches.
+26543,2024-04-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.616,True,Pressure line purge completed before restart authorization.
+26544,2024-04-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.245,False,Anomaly review flagged possible bearing wear progression.
+26545,2024-04-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.262,False,Humidity baseline improved after seal replacement.
+26546,2024-04-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.018,False,Condensation warning cleared after dehumidifier ramp-up.
+26547,2024-04-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.658,True,Unbalanced load introduced cyclical pressure ripple.
+26548,2024-04-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.072,False,Humidity readings track seasonal rise across late spring.
+26549,2024-04-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.053,False,Edge collector replayed buffered events after network recovery.
+26550,2024-04-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.043,False,Warning threshold updated for pilot predictive-maintenance model.
+26551,2024-04-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.213,True,Humidity excursion near finishing booth during coating run.
+26552,2024-04-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.297,False,Pressure line purge completed before restart authorization.
+26553,2024-04-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.244,False,Maintenance scheduler deferred calibration due to spare shortage.
+26554,2024-04-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.414,False,Packaging line stop reduced adjacent vibration background.
+26555,2024-04-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.248,True,Pressure settled back to nominal after valve reseat.
+26556,2024-04-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.217,False,Quality team requested trace review for lot 24-118B.
+26557,2024-04-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.029,False,Reliability engineer tagged sample window for model retraining.
+26558,2024-04-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.498,False,Humidity readings track seasonal rise across late spring.
+26559,2024-04-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.785,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26560,2024-04-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.099,False,Telemetry quality flag downgraded during sensor self-test window.
+26561,2024-04-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.46,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26562,2024-04-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.471,False,Anomaly review flagged possible bearing wear progression.
+26563,2024-04-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.967,True,Vibration burst exceeds envelope during tool change cycle.
+26564,2024-04-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.606,False,Operator reported intermittent chatter on machine CNC-04.
+26565,2024-04-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26566,2024-04-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.794,False,Hydraulic line pressure oscillation detected under load.
+26567,2024-04-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.289,True,Shift handoff note referenced unusual noise near press enclosure.
+26568,2024-04-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.745,False,Calibration check overdue by 11 days for press-line transducer.
+26569,2024-04-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.437,False,Transient outlier matched forklift impact near cabinet wall.
+26570,2024-04-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.109,False,Bearing temperature rising faster than baseline on spindle cell.
+26571,2024-04-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.604,True,SCADA backfill inserted two delayed telemetry points.
+26572,2024-04-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Operator reset acknowledged after red-tag inspection.
+26573,2024-04-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.491,False,Pressure line purge completed before restart authorization.
+26574,2024-04-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.932,False,Pressure peak corresponds to oversized billet batch processing.
+26575,2024-04-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.379,True,Temporary gateway failover completed without data loss.
+26576,2024-04-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.172,False,Maintenance note logged for coupling imbalance inspection.
+26577,2024-04-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.513,False,Maintenance note logged for coupling imbalance inspection.
+26578,2024-04-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.65,False,Transient outlier matched forklift impact near cabinet wall.
+26579,2024-04-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.633,True,Hydraulic line pressure oscillation detected under load.
+26580,2024-04-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.133,False,Humidity baseline improved after seal replacement.
+26581,2024-04-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Sensor heartbeat delayed by one interval after gateway retry.
+26582,2024-04-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.24,False,Hydraulic line pressure oscillation detected under load.
+26583,2024-04-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Vibration burst exceeds envelope during tool change cycle.
+26584,2024-04-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.304,False,Short-lived packet loss observed at edge gateway gw-02.
+26585,2024-04-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.535,False,Quality team requested trace review for lot 24-118B.
+26586,2024-04-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.46,False,Condensation warning cleared after dehumidifier ramp-up.
+26587,2024-04-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.712,True,Vibration baseline recovered after tool holder replacement.
+26588,2024-04-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.641,False,Vibration burst exceeds envelope during tool change cycle.
+26589,2024-04-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.681,False,Quality team requested trace review for lot 24-118B.
+26590,2024-04-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.62,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26591,2024-04-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.491,True,Temporary gateway failover completed without data loss.
+26592,2024-04-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.405,False,Coolant loop adjustment reduced chamber temperature spread.
+26593,2024-04-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26594,2024-04-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.81,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26595,2024-04-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.723,True,Operator reported intermittent chatter on machine CNC-04.
+26596,2024-04-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.766,False,Press cycle dwell time lengthened during high-volume batch.
+26597,2024-04-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.844,False,Vibration harmonics broadened during extended production run.
+26598,2024-04-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.502,False,Shift handoff note referenced unusual noise near press enclosure.
+26599,2024-04-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.573,True,Pressure settled back to nominal after valve reseat.
+26600,2024-04-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.788,False,Operator reported intermittent chatter on machine CNC-04.
+26601,2024-04-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26602,2024-04-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.936,False,Quality hold reduced finishing booth activity for one shift.
+26603,2024-04-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.303,True,Night shift startup produced higher than normal vibration floor.
+26604,2024-04-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.176,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26605,2024-04-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.489,False,Pressure peak corresponds to oversized billet batch processing.
+26606,2024-04-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.768,False,Hydraulic line pressure oscillation detected under load.
+26607,2024-04-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.033,True,Maintenance crew confirmed lubrication interval was missed.
+26608,2024-04-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.05,False,Operator reported intermittent chatter on machine CNC-04.
+26609,2024-04-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.793,False,Operator reset acknowledged after red-tag inspection.
+26610,2024-04-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.52,False,Pressure peak corresponds to oversized billet batch processing.
+26611,2024-04-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.94,True,Condensation warning cleared after dehumidifier ramp-up.
+26612,2024-04-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.893,False,Humidity readings track seasonal rise across late spring.
+26613,2024-04-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26614,2024-04-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.27,False,Humidity baseline improved after seal replacement.
+26615,2024-04-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.046,True,Sensor 3 drift suspected after cross-check with manual gauge.
+26616,2024-04-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.306,False,Vibration burst exceeds envelope during tool change cycle.
+26617,2024-04-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.324,False,Vibration burst exceeds envelope during tool change cycle.
+26618,2024-04-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.944,False,Anomaly review flagged possible bearing wear progression.
+26619,2024-04-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.46,True,Dust extraction fan offline for 18 minutes on line finishing.
+26620,2024-04-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.509,False,Pressure peak corresponds to oversized billet batch processing.
+26621,2024-04-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.201,False,Sensor enclosure opened for manual calibration verification.
+26622,2024-04-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.606,False,Edge collector replayed buffered events after network recovery.
+26623,2024-04-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.268,True,Quality team requested trace review for lot 24-118B.
+26624,2024-04-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.016,False,Maintenance crew confirmed lubrication interval was missed.
+26625,2024-04-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.086,False,SCADA backfill inserted two delayed telemetry points.
+26626,2024-04-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.233,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26627,2024-04-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.756,True,Coolant loop adjustment reduced chamber temperature spread.
+26628,2024-04-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.043,False,Maintenance scheduler deferred calibration due to spare shortage.
+26629,2024-04-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.98,False,Air handler maintenance reduced humidity variance on finishing line.
+26630,2024-04-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.738,False,Thermal ramp exceeded expected warmup curve before shift start.
+26631,2024-04-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.618,True,Operator reported intermittent chatter on machine CNC-04.
+26632,2024-04-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.477,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26633,2024-04-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Calibration check overdue by 11 days for press-line transducer.
+26634,2024-04-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.416,False,Short-lived packet loss observed at edge gateway gw-02.
+26635,2024-04-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.322,True,Telemetry quality flag downgraded during sensor self-test window.
+26636,2024-04-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26637,2024-04-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26638,2024-04-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.164,False,Edge collector replayed buffered events after network recovery.
+26639,2024-04-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.019,True,Vibration burst exceeds envelope during tool change cycle.
+26640,2024-04-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.731,False,Pressure peak corresponds to oversized billet batch processing.
+26641,2024-04-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.633,False,Maintenance scheduler deferred calibration due to spare shortage.
+26642,2024-04-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.915,False,Unbalanced load introduced cyclical pressure ripple.
+26643,2024-04-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.545,True,Telemetry quality flag downgraded during sensor self-test window.
+26644,2024-04-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.259,False,Temperature variance narrowed after coolant nozzle cleaning.
+26645,2024-04-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.142,False,Calibration check overdue by 11 days for press-line transducer.
+26646,2024-04-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.805,False,Condensation warning cleared after dehumidifier ramp-up.
+26647,2024-04-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.42,True,Humidity climbed during dock-door open period in afternoon shift.
+26648,2024-04-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.62,False,Transient outlier matched forklift impact near cabinet wall.
+26649,2024-04-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.728,False,Vibration harmonics broadened during extended production run.
+26650,2024-04-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.637,False,Press cycle dwell time lengthened during high-volume batch.
+26651,2024-04-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.582,True,Humidity excursion near finishing booth during coating run.
+26652,2024-04-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.506,False,Maintenance note logged for coupling imbalance inspection.
+26653,2024-04-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.807,False,Pressure peak corresponds to oversized billet batch processing.
+26654,2024-04-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.771,False,Pressure peak corresponds to oversized billet batch processing.
+26655,2024-04-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.469,True,Unbalanced load introduced cyclical pressure ripple.
+26656,2024-04-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.889,False,Sensor enclosure opened for manual calibration verification.
+26657,2024-04-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26658,2024-04-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.71,False,Vibration baseline recovered after tool holder replacement.
+26659,2024-04-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.32,True,Sensor 3 drift suspected after cross-check with manual gauge.
+26660,2024-04-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.626,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26661,2024-04-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.899,False,Vibration baseline recovered after tool holder replacement.
+26662,2024-04-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.164,False,Pressure peak corresponds to oversized billet batch processing.
+26663,2024-04-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.471,True,Bearing temperature rising faster than baseline on spindle cell.
+26664,2024-04-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.819,False,Hydraulic line pressure oscillation detected under load.
+26665,2024-04-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Short-lived packet loss observed at edge gateway gw-02.
+26666,2024-04-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.129,False,Vibration harmonics broadened during extended production run.
+26667,2024-04-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.259,True,Supervisory alert generated after three consecutive threshold breaches.
+26668,2024-04-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.425,False,Coolant loop adjustment reduced chamber temperature spread.
+26669,2024-04-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.604,False,Operator reset acknowledged after red-tag inspection.
+26670,2024-04-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.118,False,Air handler maintenance reduced humidity variance on finishing line.
+26671,2024-04-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.319,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26672,2024-04-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.282,False,Press cycle dwell time lengthened during high-volume batch.
+26673,2024-04-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.028,False,Pressure peak corresponds to oversized billet batch processing.
+26674,2024-04-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.705,False,Short-lived packet loss observed at edge gateway gw-02.
+26675,2024-04-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.253,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26676,2024-04-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.116,False,Sensor enclosure opened for manual calibration verification.
+26677,2024-04-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Humidity readings track seasonal rise across late spring.
+26678,2024-04-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.362,False,Hydraulic line pressure oscillation detected under load.
+26679,2024-04-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.867,True,Maintenance note logged for coupling imbalance inspection.
+26680,2024-04-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.064,False,Anomaly review flagged possible bearing wear progression.
+26681,2024-04-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.429,False,Telemetry quality flag downgraded during sensor self-test window.
+26682,2024-04-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.491,False,Sensor signal clipping observed during startup surge.
+26683,2024-04-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.516,True,Humidity baseline improved after seal replacement.
+26684,2024-04-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.179,False,Sensor enclosure opened for manual calibration verification.
+26685,2024-04-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26686,2024-04-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.857,False,Night shift startup produced higher than normal vibration floor.
+26687,2024-04-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,5.79,True,Unbalanced load introduced cyclical pressure ripple.
+26688,2024-04-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.412,False,Reliability engineer tagged sample window for model retraining.
+26689,2024-04-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Transient outlier matched forklift impact near cabinet wall.
+26690,2024-04-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.304,False,Condensation warning cleared after dehumidifier ramp-up.
+26691,2024-04-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.378,True,Telemetry quality flag downgraded during sensor self-test window.
+26692,2024-04-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.293,False,Bearing temperature rising faster than baseline on spindle cell.
+26693,2024-04-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.947,False,Temporary gateway failover completed without data loss.
+26694,2024-04-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.333,False,Dust extraction fan offline for 18 minutes on line finishing.
+26695,2024-04-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.478,True,Warning threshold updated for pilot predictive-maintenance model.
+26696,2024-04-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.555,False,Humidity climbed during dock-door open period in afternoon shift.
+26697,2024-04-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.656,False,Condensation warning cleared after dehumidifier ramp-up.
+26698,2024-04-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.846,False,Humidity baseline improved after seal replacement.
+26699,2024-04-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Machine idle period extended during planned sanitation window.
+26700,2024-04-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.242,False,Sensor battery health remains nominal after firmware update.
+26701,2024-04-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26702,2024-04-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.539,False,Sensor heartbeat delayed by one interval after gateway retry.
+26703,2024-04-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.819,True,Thermal ramp exceeded expected warmup curve before shift start.
+26704,2024-04-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.843,False,Machine throughput increase drove sustained pressure uplift.
+26705,2024-04-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.71,False,Maintenance crew confirmed lubrication interval was missed.
+26706,2024-04-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.011,False,Thermal ramp exceeded expected warmup curve before shift start.
+26707,2024-04-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.322,True,Sensor 3 drift suspected after cross-check with manual gauge.
+26708,2024-04-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.302,False,Vibration baseline recovered after tool holder replacement.
+26709,2024-04-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.857,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26710,2024-04-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.937,False,SCADA backfill inserted two delayed telemetry points.
+26711,2024-04-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.22,True,Humidity readings track seasonal rise across late spring.
+26712,2024-04-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.119,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26713,2024-04-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.371,False,Vibration harmonics broadened during extended production run.
+26714,2024-04-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.988,False,Coolant loop adjustment reduced chamber temperature spread.
+26715,2024-04-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.338,True,Humidity readings track seasonal rise across late spring.
+26716,2024-04-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.389,False,Sensor heartbeat delayed by one interval after gateway retry.
+26717,2024-04-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Supervisory alert generated after three consecutive threshold breaches.
+26718,2024-04-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.611,False,Sensor heartbeat delayed by one interval after gateway retry.
+26719,2024-04-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.844,True,Sensor 3 drift suspected after cross-check with manual gauge.
+26720,2024-04-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.235,False,Operator reset acknowledged after red-tag inspection.
+26721,2024-04-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.438,False,Air handler maintenance reduced humidity variance on finishing line.
+26722,2024-04-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.384,False,Pressure settled back to nominal after valve reseat.
+26723,2024-04-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.928,True,Operator reset acknowledged after red-tag inspection.
+26724,2024-04-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.222,False,Edge collector replayed buffered events after network recovery.
+26725,2024-04-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.587,False,Operator reported intermittent chatter on machine CNC-04.
+26726,2024-04-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.166,False,Sensor heartbeat delayed by one interval after gateway retry.
+26727,2024-04-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.509,True,Quality team requested trace review for lot 24-118B.
+26728,2024-04-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.549,False,Press cycle dwell time lengthened during high-volume batch.
+26729,2024-04-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.375,False,Vibration burst exceeds envelope during tool change cycle.
+26730,2024-04-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.486,False,Humidity climbed during dock-door open period in afternoon shift.
+26731,2024-04-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.614,True,Maintenance scheduler deferred calibration due to spare shortage.
+26732,2024-04-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.218,False,Vibration baseline recovered after tool holder replacement.
+26733,2024-04-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26734,2024-04-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.101,False,Anomaly review flagged possible bearing wear progression.
+26735,2024-04-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.089,True,Quality team requested trace review for lot 24-118B.
+26736,2024-04-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.935,False,Quality hold reduced finishing booth activity for one shift.
+26737,2024-04-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Temperature variance narrowed after coolant nozzle cleaning.
+26738,2024-04-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.118,False,Sensor battery health remains nominal after firmware update.
+26739,2024-04-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.997,True,Machine throughput increase drove sustained pressure uplift.
+26740,2024-04-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.754,False,Condensation warning cleared after dehumidifier ramp-up.
+26741,2024-04-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.476,False,Air handler maintenance reduced humidity variance on finishing line.
+26742,2024-04-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.452,False,Calibration check overdue by 11 days for press-line transducer.
+26743,2024-04-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Press cycle dwell time lengthened during high-volume batch.
+26744,2024-04-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.774,False,Edge collector replayed buffered events after network recovery.
+26745,2024-04-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.758,False,Humidity climbed during dock-door open period in afternoon shift.
+26746,2024-04-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.699,False,Supervisory alert generated after three consecutive threshold breaches.
+26747,2024-04-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.794,True,Temperature remained elevated during unscheduled overtime run.
+26748,2024-04-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.206,False,Humidity readings track seasonal rise across late spring.
+26749,2024-04-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Maintenance note logged for coupling imbalance inspection.
+26750,2024-04-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.147,False,Sensor battery health remains nominal after firmware update.
+26751,2024-04-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.654,True,Operator reset acknowledged after red-tag inspection.
+26752,2024-04-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.949,False,Vibration baseline recovered after tool holder replacement.
+26753,2024-04-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Thermal ramp exceeded expected warmup curve before shift start.
+26754,2024-04-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.043,False,Air handler maintenance reduced humidity variance on finishing line.
+26755,2024-04-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.177,True,Pressure settled back to nominal after valve reseat.
+26756,2024-04-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.732,False,Sensor battery health remains nominal after firmware update.
+26757,2024-04-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Warning threshold updated for pilot predictive-maintenance model.
+26758,2024-04-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.664,False,Dust extraction fan offline for 18 minutes on line finishing.
+26759,2024-04-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.433,True,Maintenance crew confirmed lubrication interval was missed.
+26760,2024-04-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.952,False,Anomaly review flagged possible bearing wear progression.
+26761,2024-04-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Sensor battery health remains nominal after firmware update.
+26762,2024-04-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.845,False,Humidity readings track seasonal rise across late spring.
+26763,2024-04-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.538,True,Humidity readings track seasonal rise across late spring.
+26764,2024-04-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.813,False,Quality team requested trace review for lot 24-118B.
+26765,2024-04-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Humidity climbed during dock-door open period in afternoon shift.
+26766,2024-04-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.943,False,Vibration harmonics broadened during extended production run.
+26767,2024-04-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.178,True,Vibration burst exceeds envelope during tool change cycle.
+26768,2024-04-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.076,False,Press cycle dwell time lengthened during high-volume batch.
+26769,2024-04-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.645,False,Reliability engineer tagged sample window for model retraining.
+26770,2024-04-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.03,False,Reliability engineer tagged sample window for model retraining.
+26771,2024-04-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.54,True,Hydraulic line pressure oscillation detected under load.
+26772,2024-04-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.317,False,Machine idle period extended during planned sanitation window.
+26773,2024-04-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.928,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26774,2024-04-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.819,False,Maintenance crew confirmed lubrication interval was missed.
+26775,2024-04-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.248,True,Sensor enclosure opened for manual calibration verification.
+26776,2024-04-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.097,False,Humidity readings track seasonal rise across late spring.
+26777,2024-04-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.656,False,Humidity baseline improved after seal replacement.
+26778,2024-04-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.858,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26779,2024-04-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.59,True,Vibration harmonics broadened during extended production run.
+26780,2024-04-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.258,False,Bearing temperature rising faster than baseline on spindle cell.
+26781,2024-04-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Packaging line stop reduced adjacent vibration background.
+26782,2024-04-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.93,False,Condensation warning cleared after dehumidifier ramp-up.
+26783,2024-04-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.031,True,Short-lived packet loss observed at edge gateway gw-02.
+26784,2024-04-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.029,False,Dust extraction fan offline for 18 minutes on line finishing.
+26785,2024-04-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.964,False,Machine idle period extended during planned sanitation window.
+26786,2024-04-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.852,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26787,2024-04-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.979,True,Hydraulic line pressure oscillation detected under load.
+26788,2024-04-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.021,False,Vibration harmonics broadened during extended production run.
+26789,2024-04-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.152,False,SCADA backfill inserted two delayed telemetry points.
+26790,2024-04-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.178,False,Quality hold reduced finishing booth activity for one shift.
+26791,2024-04-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.774,True,Dust extraction fan offline for 18 minutes on line finishing.
+26792,2024-04-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Quality team requested trace review for lot 24-118B.
+26793,2024-04-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Shift handoff note referenced unusual noise near press enclosure.
+26794,2024-04-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.934,False,Quality hold reduced finishing booth activity for one shift.
+26795,2024-04-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.01,True,Thermal overshoot event coincided with recipe change on furnace.
+26796,2024-04-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.087,False,Vibration baseline recovered after tool holder replacement.
+26797,2024-04-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26798,2024-04-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.054,False,Hydraulic line pressure oscillation detected under load.
+26799,2024-04-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.882,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+26800,2024-04-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.908,False,Maintenance scheduler deferred calibration due to spare shortage.
+26801,2024-04-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.058,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26802,2024-04-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.15,False,Pressure line purge completed before restart authorization.
+26803,2024-04-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.666,True,Unbalanced load introduced cyclical pressure ripple.
+26804,2024-04-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Vibration burst exceeds envelope during tool change cycle.
+26805,2024-04-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Short-lived packet loss observed at edge gateway gw-02.
+26806,2024-04-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.756,False,Reliability engineer tagged sample window for model retraining.
+26807,2024-04-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.433,True,Sensor signal clipping observed during startup surge.
+26808,2024-04-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.211,False,Unbalanced load introduced cyclical pressure ripple.
+26809,2024-04-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Humidity climbed during dock-door open period in afternoon shift.
+26810,2024-04-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.553,False,Packaging line stop reduced adjacent vibration background.
+26811,2024-04-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.508,True,Sensor battery health remains nominal after firmware update.
+26812,2024-04-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.787,False,Transient outlier matched forklift impact near cabinet wall.
+26813,2024-04-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.187,False,Pressure settled back to nominal after valve reseat.
+26814,2024-04-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.48,False,Vibration harmonics broadened during extended production run.
+26815,2024-04-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.838,True,Shift handoff note referenced unusual noise near press enclosure.
+26816,2024-04-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.865,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26817,2024-04-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.681,False,Short-lived packet loss observed at edge gateway gw-02.
+26818,2024-04-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.406,False,Night shift startup produced higher than normal vibration floor.
+26819,2024-04-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.553,True,Temperature remained elevated during unscheduled overtime run.
+26820,2024-04-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.838,False,Machine idle period extended during planned sanitation window.
+26821,2024-04-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Thermal overshoot event coincided with recipe change on furnace.
+26822,2024-04-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.272,False,Bearing temperature rising faster than baseline on spindle cell.
+26823,2024-04-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.705,True,Calibration check overdue by 11 days for press-line transducer.
+26824,2024-04-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.914,False,Short-lived packet loss observed at edge gateway gw-02.
+26825,2024-04-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.238,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26826,2024-04-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.055,False,Temperature remained elevated during unscheduled overtime run.
+26827,2024-04-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.476,True,Short-lived packet loss observed at edge gateway gw-02.
+26828,2024-04-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.892,False,Vibration baseline recovered after tool holder replacement.
+26829,2024-04-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.739,False,SCADA backfill inserted two delayed telemetry points.
+26830,2024-04-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.22,False,Temperature variance narrowed after coolant nozzle cleaning.
+26831,2024-04-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.618,True,Operator reported intermittent chatter on machine CNC-04.
+26832,2024-04-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.04,False,Humidity readings track seasonal rise across late spring.
+26833,2024-04-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Pressure line purge completed before restart authorization.
+26834,2024-04-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.299,False,Sensor signal clipping observed during startup surge.
+26835,2024-04-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.062,True,Vibration burst exceeds envelope during tool change cycle.
+26836,2024-04-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.21,False,Short-lived packet loss observed at edge gateway gw-02.
+26837,2024-04-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,SCADA backfill inserted two delayed telemetry points.
+26838,2024-04-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.447,False,Thermal ramp exceeded expected warmup curve before shift start.
+26839,2024-04-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.925,True,Packaging line stop reduced adjacent vibration background.
+26840,2024-04-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.148,False,Pressure settled back to nominal after valve reseat.
+26841,2024-04-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Reliability engineer tagged sample window for model retraining.
+26842,2024-04-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.478,False,Condensation warning cleared after dehumidifier ramp-up.
+26843,2024-04-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.963,True,Humidity climbed during dock-door open period in afternoon shift.
+26844,2024-04-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+26845,2024-04-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+26846,2024-04-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.163,False,SCADA backfill inserted two delayed telemetry points.
+26847,2024-04-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.051,True,Compressed air fluctuation introduced pressure noise for two cycles.
+26848,2024-04-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.716,False,Humidity climbed during dock-door open period in afternoon shift.
+26849,2024-04-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.06,False,Warning threshold updated for pilot predictive-maintenance model.
+26850,2024-04-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.23,False,Sensor enclosure opened for manual calibration verification.
+26851,2024-04-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.765,True,Reliability engineer tagged sample window for model retraining.
+26852,2024-04-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.284,False,Reliability engineer tagged sample window for model retraining.
+26853,2024-04-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.009,False,Humidity excursion near finishing booth during coating run.
+26854,2024-04-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.111,False,Sensor battery health remains nominal after firmware update.
+26855,2024-04-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.44,True,Machine idle period extended during planned sanitation window.
+26856,2024-04-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.586,False,Condensation warning cleared after dehumidifier ramp-up.
+26857,2024-04-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Coolant loop adjustment reduced chamber temperature spread.
+26858,2024-04-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.305,False,Coolant loop adjustment reduced chamber temperature spread.
+26859,2024-04-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.945,True,Packaging line stop reduced adjacent vibration background.
+26860,2024-04-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.848,False,Packaging line stop reduced adjacent vibration background.
+26861,2024-04-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Short-lived packet loss observed at edge gateway gw-02.
+26862,2024-04-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.062,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26863,2024-04-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.365,True,Press cycle dwell time lengthened during high-volume batch.
+26864,2024-04-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.156,False,Vibration burst exceeds envelope during tool change cycle.
+26865,2024-04-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Operator reset acknowledged after red-tag inspection.
+26866,2024-04-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.801,False,Operator reset acknowledged after red-tag inspection.
+26867,2024-04-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.012,True,Sensor enclosure opened for manual calibration verification.
+26868,2024-04-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.425,False,Maintenance note logged for coupling imbalance inspection.
+26869,2024-04-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.36,False,Vibration baseline recovered after tool holder replacement.
+26870,2024-04-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.411,False,Maintenance crew confirmed lubrication interval was missed.
+26871,2024-04-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.079,True,Operator reset acknowledged after red-tag inspection.
+26872,2024-04-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.614,False,Press cycle dwell time lengthened during high-volume batch.
+26873,2024-04-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.797,False,Quality hold reduced finishing booth activity for one shift.
+26874,2024-04-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.462,False,Sensor heartbeat delayed by one interval after gateway retry.
+26875,2024-04-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.565,True,Ambient temperature stabilized after HVAC stage-two engagement.
+26876,2024-04-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.998,False,Humidity excursion near finishing booth during coating run.
+26877,2024-04-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.251,False,SCADA backfill inserted two delayed telemetry points.
+26878,2024-04-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.78,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26879,2024-04-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.716,True,Telemetry quality flag downgraded during sensor self-test window.
+26880,2024-04-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.887,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26881,2024-04-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.871,False,Condensation warning cleared after dehumidifier ramp-up.
+26882,2024-04-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.88,False,Humidity readings track seasonal rise across late spring.
+26883,2024-04-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.064,True,Maintenance crew confirmed lubrication interval was missed.
+26884,2024-04-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.391,False,Shift handoff note referenced unusual noise near press enclosure.
+26885,2024-04-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Machine idle period extended during planned sanitation window.
+26886,2024-04-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.686,False,Humidity climbed during dock-door open period in afternoon shift.
+26887,2024-04-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.911,True,Vibration baseline recovered after tool holder replacement.
+26888,2024-04-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.224,False,Quality team requested trace review for lot 24-118B.
+26889,2024-04-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26890,2024-04-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.633,False,Sensor heartbeat delayed by one interval after gateway retry.
+26891,2024-04-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.684,True,Coolant loop adjustment reduced chamber temperature spread.
+26892,2024-04-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.103,False,Anomaly review flagged possible bearing wear progression.
+26893,2024-04-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,Transient outlier matched forklift impact near cabinet wall.
+26894,2024-04-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.347,False,Pressure line purge completed before restart authorization.
+26895,2024-04-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.499,True,Vibration baseline recovered after tool holder replacement.
+26896,2024-04-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.941,False,Sensor enclosure opened for manual calibration verification.
+26897,2024-04-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.33,False,Humidity readings track seasonal rise across late spring.
+26898,2024-04-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.572,False,Calibration check overdue by 11 days for press-line transducer.
+26899,2024-04-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.6,True,Vibration baseline recovered after tool holder replacement.
+26900,2024-04-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.097,False,Vibration baseline recovered after tool holder replacement.
+26901,2024-04-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Coolant loop adjustment reduced chamber temperature spread.
+26902,2024-04-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.82,False,Hydraulic line pressure oscillation detected under load.
+26903,2024-04-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.898,True,Vibration baseline recovered after tool holder replacement.
+26904,2024-04-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.002,False,Telemetry quality flag downgraded during sensor self-test window.
+26905,2024-04-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Machine idle period extended during planned sanitation window.
+26906,2024-04-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.733,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26907,2024-04-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.88,True,Vibration baseline recovered after tool holder replacement.
+26908,2024-04-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.817,False,Machine throughput increase drove sustained pressure uplift.
+26909,2024-04-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.196,False,Anomaly review flagged possible bearing wear progression.
+26910,2024-04-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.368,False,Maintenance crew confirmed lubrication interval was missed.
+26911,2024-04-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.988,True,Shift handoff note referenced unusual noise near press enclosure.
+26912,2024-04-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.421,False,Sensor heartbeat delayed by one interval after gateway retry.
+26913,2024-04-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.415,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26914,2024-04-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.902,False,Machine throughput increase drove sustained pressure uplift.
+26915,2024-04-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.675,True,Air handler maintenance reduced humidity variance on finishing line.
+26916,2024-04-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.348,False,Calibration check overdue by 11 days for press-line transducer.
+26917,2024-04-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Night shift startup produced higher than normal vibration floor.
+26918,2024-04-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.537,False,SCADA backfill inserted two delayed telemetry points.
+26919,2024-04-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,True,Pressure settled back to nominal after valve reseat.
+26920,2024-04-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,50.533,False,Sensor battery health remains nominal after firmware update.
+26921,2024-04-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26922,2024-04-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.393,False,Air handler maintenance reduced humidity variance on finishing line.
+26923,2024-04-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.022,True,Pressure settled back to nominal after valve reseat.
+26924,2024-04-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.597,False,Short-lived packet loss observed at edge gateway gw-02.
+26925,2024-04-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Operator reset acknowledged after red-tag inspection.
+26926,2024-04-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.393,False,Vibration baseline recovered after tool holder replacement.
+26927,2024-04-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.968,True,Dust extraction fan offline for 18 minutes on line finishing.
+26928,2024-04-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.144,False,Maintenance scheduler deferred calibration due to spare shortage.
+26929,2024-04-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.536,False,Condensation warning cleared after dehumidifier ramp-up.
+26930,2024-04-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.683,False,Short-lived packet loss observed at edge gateway gw-02.
+26931,2024-04-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.803,True,Humidity baseline improved after seal replacement.
+26932,2024-04-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.811,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26933,2024-04-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.427,False,Quality hold reduced finishing booth activity for one shift.
+26934,2024-04-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.85,False,Temperature variance narrowed after coolant nozzle cleaning.
+26935,2024-04-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.29,True,Bearing temperature rising faster than baseline on spindle cell.
+26936,2024-04-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.161,False,Pressure settled back to nominal after valve reseat.
+26937,2024-04-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Sensor 3 drift suspected after cross-check with manual gauge.
+26938,2024-04-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.797,False,Thermal ramp exceeded expected warmup curve before shift start.
+26939,2024-04-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.866,True,Maintenance note logged for coupling imbalance inspection.
+26940,2024-04-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.625,False,Maintenance scheduler deferred calibration due to spare shortage.
+26941,2024-04-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.573,False,Vibration burst exceeds envelope during tool change cycle.
+26942,2024-04-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.094,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26943,2024-04-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.361,True,Vibration baseline recovered after tool holder replacement.
+26944,2024-04-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
+26945,2024-04-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Temperature variance narrowed after coolant nozzle cleaning.
+26946,2024-04-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.465,False,Anomaly review flagged possible bearing wear progression.
+26947,2024-04-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.008,True,Condensation warning cleared after dehumidifier ramp-up.
+26948,2024-04-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.601,False,Night shift startup produced higher than normal vibration floor.
+26949,2024-04-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Sensor enclosure opened for manual calibration verification.
+26950,2024-04-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.299,False,Pressure settled back to nominal after valve reseat.
+26951,2024-04-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.534,True,Pressure line purge completed before restart authorization.
+26952,2024-04-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.978,False,Temporary gateway failover completed without data loss.
+26953,2024-04-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.31,False,Shift handoff note referenced unusual noise near press enclosure.
+26954,2024-04-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.41,False,Telemetry quality flag downgraded during sensor self-test window.
+26955,2024-04-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.555,True,Vibration baseline recovered after tool holder replacement.
+26956,2024-04-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.824,False,Condensation warning cleared after dehumidifier ramp-up.
+26957,2024-04-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.861,False,Maintenance crew confirmed lubrication interval was missed.
+26958,2024-04-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.883,False,Telemetry quality flag downgraded during sensor self-test window.
+26959,2024-04-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.226,True,Edge collector replayed buffered events after network recovery.
+26960,2024-04-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.495,False,Pressure peak corresponds to oversized billet batch processing.
+26961,2024-04-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.883,False,Edge collector replayed buffered events after network recovery.
+26962,2024-04-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.218,False,Sensor enclosure opened for manual calibration verification.
+26963,2024-04-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.377,True,Quality team requested trace review for lot 24-118B.
+26964,2024-04-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
+26965,2024-04-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Condensation warning cleared after dehumidifier ramp-up.
+26966,2024-04-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.344,False,Vibration burst exceeds envelope during tool change cycle.
+26967,2024-04-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.53,True,Telemetry quality flag downgraded during sensor self-test window.
+26968,2024-04-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.603,False,Vibration burst exceeds envelope during tool change cycle.
+26969,2024-04-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.27,False,Edge collector replayed buffered events after network recovery.
+26970,2024-04-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.097,False,Quality hold reduced finishing booth activity for one shift.
+26971,2024-04-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.331,True,Hydraulic line pressure oscillation detected under load.
+26972,2024-04-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.185,False,Edge collector replayed buffered events after network recovery.
+26973,2024-04-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.652,False,Air handler maintenance reduced humidity variance on finishing line.
+26974,2024-04-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.993,False,Thermal overshoot event coincided with recipe change on furnace.
+26975,2024-04-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.347,True,Maintenance note logged for coupling imbalance inspection.
+26976,2024-04-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.366,False,Thermal overshoot event coincided with recipe change on furnace.
+26977,2024-04-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.58,False,Vibration baseline recovered after tool holder replacement.
+26978,2024-04-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.055,False,Air handler maintenance reduced humidity variance on finishing line.
+26979,2024-04-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.8,True,Anomaly review flagged possible bearing wear progression.
+26980,2024-04-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.911,False,Thermal ramp exceeded expected warmup curve before shift start.
+26981,2024-04-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.226,False,Calibration check overdue by 11 days for press-line transducer.
+26982,2024-04-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.497,False,Temporary gateway failover completed without data loss.
+26983,2024-04-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,Night shift startup produced higher than normal vibration floor.
+26984,2024-04-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.228,False,Air handler maintenance reduced humidity variance on finishing line.
+26985,2024-04-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.007,False,Quality team requested trace review for lot 24-118B.
+26986,2024-04-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.458,False,Vibration burst exceeds envelope during tool change cycle.
+26987,2024-04-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.149,True,Thermal ramp exceeded expected warmup curve before shift start.
+26988,2024-04-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.226,False,Short-lived packet loss observed at edge gateway gw-02.
+26989,2024-04-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.185,False,Sensor battery health remains nominal after firmware update.
+26990,2024-04-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.931,False,Sensor heartbeat delayed by one interval after gateway retry.
+26991,2024-04-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.603,True,Pressure peak corresponds to oversized billet batch processing.
+26992,2024-04-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.548,False,Sensor signal clipping observed during startup surge.
+26993,2024-04-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.864,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+26994,2024-04-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.4,False,Operator reset acknowledged after red-tag inspection.
+26995,2024-04-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.834,True,Sensor battery health remains nominal after firmware update.
+26996,2024-04-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.512,False,Compressed air fluctuation introduced pressure noise for two cycles.
+26997,2024-04-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Temporary gateway failover completed without data loss.
+26998,2024-04-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.36,False,Packaging line stop reduced adjacent vibration background.
+26999,2024-04-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.557,True,Compressed air fluctuation introduced pressure noise for two cycles.
+27000,2024-04-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.385,False,Maintenance scheduler deferred calibration due to spare shortage.
+27001,2024-04-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.39,False,Supervisory alert generated after three consecutive threshold breaches.
+27002,2024-04-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.667,False,Vibration harmonics broadened during extended production run.
+27003,2024-04-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.7,True,Temporary gateway failover completed without data loss.
+27004,2024-04-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.705,False,Vibration harmonics broadened during extended production run.
+27005,2024-04-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.538,False,Telemetry quality flag downgraded during sensor self-test window.
+27006,2024-04-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Transient outlier matched forklift impact near cabinet wall.
+27007,2024-04-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.858,True,Humidity excursion near finishing booth during coating run.
+27008,2024-04-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.067,False,Temporary gateway failover completed without data loss.
+27009,2024-04-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.129,False,Transient outlier matched forklift impact near cabinet wall.
+27010,2024-04-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.059,False,Hydraulic line pressure oscillation detected under load.
+27011,2024-04-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.149,True,Transient outlier matched forklift impact near cabinet wall.
+27012,2024-04-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.91,False,Shift handoff note referenced unusual noise near press enclosure.
+27013,2024-04-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Vibration burst exceeds envelope during tool change cycle.
+27014,2024-04-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.732,False,Sensor signal clipping observed during startup surge.
+27015,2024-04-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.238,True,Anomaly review flagged possible bearing wear progression.
+27016,2024-04-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.442,False,Calibration check overdue by 11 days for press-line transducer.
+27017,2024-04-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.244,False,Vibration baseline recovered after tool holder replacement.
+27018,2024-04-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27019,2024-04-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.777,True,Vibration burst exceeds envelope during tool change cycle.
+27020,2024-04-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.578,False,Humidity readings track seasonal rise across late spring.
+27021,2024-04-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Temporary gateway failover completed without data loss.
+27022,2024-04-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.42,False,Sensor heartbeat delayed by one interval after gateway retry.
+27023,2024-04-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.707,True,Humidity climbed during dock-door open period in afternoon shift.
+27024,2024-04-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.933,False,Hydraulic line pressure oscillation detected under load.
+27025,2024-04-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Temperature variance narrowed after coolant nozzle cleaning.
+27026,2024-04-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.754,False,SCADA backfill inserted two delayed telemetry points.
+27027,2024-04-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.62,True,Calibration check overdue by 11 days for press-line transducer.
+27028,2024-04-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.703,False,Sensor battery health remains nominal after firmware update.
+27029,2024-04-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27030,2024-04-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.132,False,Humidity climbed during dock-door open period in afternoon shift.
+27031,2024-04-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.503,True,Air handler maintenance reduced humidity variance on finishing line.
+27032,2024-04-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.406,False,Packaging line stop reduced adjacent vibration background.
+27033,2024-04-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.421,False,Temporary gateway failover completed without data loss.
+27034,2024-04-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.559,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27035,2024-04-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.983,True,Quality hold reduced finishing booth activity for one shift.
+27036,2024-04-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.016,False,Night shift startup produced higher than normal vibration floor.
+27037,2024-04-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.264,False,Coolant loop adjustment reduced chamber temperature spread.
+27038,2024-04-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.396,False,Dust extraction fan offline for 18 minutes on line finishing.
+27039,2024-04-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.521,True,Hydraulic line pressure oscillation detected under load.
+27040,2024-04-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.75,False,Quality hold reduced finishing booth activity for one shift.
+27041,2024-04-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.125,False,Short-lived packet loss observed at edge gateway gw-02.
+27042,2024-04-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.093,False,Coolant loop adjustment reduced chamber temperature spread.
+27043,2024-04-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.381,True,Humidity excursion near finishing booth during coating run.
+27044,2024-04-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.909,False,Operator reported intermittent chatter on machine CNC-04.
+27045,2024-04-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.527,False,Reliability engineer tagged sample window for model retraining.
+27046,2024-04-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.298,False,Machine throughput increase drove sustained pressure uplift.
+27047,2024-04-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.799,True,Unbalanced load introduced cyclical pressure ripple.
+27048,2024-04-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.988,False,SCADA backfill inserted two delayed telemetry points.
+27049,2024-04-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.522,False,Thermal overshoot event coincided with recipe change on furnace.
+27050,2024-04-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.823,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27051,2024-04-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.828,True,Press cycle dwell time lengthened during high-volume batch.
+27052,2024-04-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.831,False,Vibration baseline recovered after tool holder replacement.
+27053,2024-04-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.182,False,Humidity excursion near finishing booth during coating run.
+27054,2024-04-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.536,False,Sensor signal clipping observed during startup surge.
+27055,2024-04-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.149,True,Vibration harmonics broadened during extended production run.
+27056,2024-04-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.57,False,Sensor signal clipping observed during startup surge.
+27057,2024-04-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27058,2024-04-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.877,False,Temperature variance narrowed after coolant nozzle cleaning.
+27059,2024-04-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.626,True,Night shift startup produced higher than normal vibration floor.
+27060,2024-04-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.627,False,Sensor enclosure opened for manual calibration verification.
+27061,2024-04-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Maintenance note logged for coupling imbalance inspection.
+27062,2024-04-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.389,False,Vibration burst exceeds envelope during tool change cycle.
+27063,2024-04-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.275,True,Humidity excursion near finishing booth during coating run.
+27064,2024-04-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.244,False,Operator reported intermittent chatter on machine CNC-04.
+27065,2024-04-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.63,False,Bearing temperature rising faster than baseline on spindle cell.
+27066,2024-04-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.672,False,Pressure settled back to nominal after valve reseat.
+27067,2024-04-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.902,True,Condensation warning cleared after dehumidifier ramp-up.
+27068,2024-04-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.732,False,Humidity excursion near finishing booth during coating run.
+27069,2024-04-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Reliability engineer tagged sample window for model retraining.
+27070,2024-04-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.016,False,Hydraulic line pressure oscillation detected under load.
+27071,2024-04-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.396,True,Reliability engineer tagged sample window for model retraining.
+27072,2024-04-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,52.914,False,Calibration check overdue by 11 days for press-line transducer.
+27073,2024-04-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.877,False,Press cycle dwell time lengthened during high-volume batch.
+27074,2024-04-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.462,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27075,2024-04-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.991,True,Unbalanced load introduced cyclical pressure ripple.
+27076,2024-04-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.385,False,Maintenance note logged for coupling imbalance inspection.
+27077,2024-04-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.661,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27078,2024-04-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.994,False,Maintenance scheduler deferred calibration due to spare shortage.
+27079,2024-04-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.62,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27080,2024-04-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.414,False,Dust extraction fan offline for 18 minutes on line finishing.
+27081,2024-04-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.474,False,Shift handoff note referenced unusual noise near press enclosure.
+27082,2024-04-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.93,False,Unbalanced load introduced cyclical pressure ripple.
+27083,2024-04-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.786,True,Machine idle period extended during planned sanitation window.
+27084,2024-04-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,61.969,False,Edge collector replayed buffered events after network recovery.
+27085,2024-04-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Supervisory alert generated after three consecutive threshold breaches.
+27086,2024-04-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.118,False,Edge collector replayed buffered events after network recovery.
+27087,2024-04-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.588,True,Thermal ramp exceeded expected warmup curve before shift start.
+27088,2024-04-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.367,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27089,2024-04-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.107,False,Quality hold reduced finishing booth activity for one shift.
+27090,2024-04-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.051,False,Coolant loop adjustment reduced chamber temperature spread.
+27091,2024-04-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.772,True,Operator reset acknowledged after red-tag inspection.
+27092,2024-04-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.155,False,Sensor battery health remains nominal after firmware update.
+27093,2024-04-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.248,False,Thermal ramp exceeded expected warmup curve before shift start.
+27094,2024-04-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.237,False,Short-lived packet loss observed at edge gateway gw-02.
+27095,2024-04-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.78,True,Temporary gateway failover completed without data loss.
+27096,2024-04-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27097,2024-04-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Sensor battery health remains nominal after firmware update.
+27098,2024-04-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.648,False,Maintenance scheduler deferred calibration due to spare shortage.
+27099,2024-04-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.216,True,Humidity baseline improved after seal replacement.
+27100,2024-04-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.497,False,Dust extraction fan offline for 18 minutes on line finishing.
+27101,2024-04-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Vibration harmonics broadened during extended production run.
+27102,2024-04-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.035,False,Press cycle dwell time lengthened during high-volume batch.
+27103,2024-04-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.761,True,Operator reported intermittent chatter on machine CNC-04.
+27104,2024-04-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.573,False,Maintenance scheduler deferred calibration due to spare shortage.
+27105,2024-04-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor signal clipping observed during startup surge.
+27106,2024-04-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.811,False,Reliability engineer tagged sample window for model retraining.
+27107,2024-04-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.836,True,Ambient temperature stabilized after HVAC stage-two engagement.
+27108,2024-04-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.047,False,Transient outlier matched forklift impact near cabinet wall.
+27109,2024-04-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.861,False,Temperature variance narrowed after coolant nozzle cleaning.
+27110,2024-04-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.368,False,Sensor enclosure opened for manual calibration verification.
+27111,2024-04-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.78,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27112,2024-04-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.453,False,Hydraulic line pressure oscillation detected under load.
+27113,2024-04-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Maintenance note logged for coupling imbalance inspection.
+27114,2024-04-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.06,False,Quality hold reduced finishing booth activity for one shift.
+27115,2024-04-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.342,True,Dust extraction fan offline for 18 minutes on line finishing.
+27116,2024-04-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.15,False,Calibration check overdue by 11 days for press-line transducer.
+27117,2024-04-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.906,False,Vibration burst exceeds envelope during tool change cycle.
+27118,2024-04-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.643,False,Temperature remained elevated during unscheduled overtime run.
+27119,2024-04-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.192,True,Vibration harmonics broadened during extended production run.
+27120,2024-04-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.486,False,Telemetry quality flag downgraded during sensor self-test window.
+27121,2024-04-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Anomaly review flagged possible bearing wear progression.
+27122,2024-04-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.095,False,Transient outlier matched forklift impact near cabinet wall.
+27123,2024-04-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.327,True,Operator reported intermittent chatter on machine CNC-04.
+27124,2024-04-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.832,False,Humidity excursion near finishing booth during coating run.
+27125,2024-04-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.691,False,Humidity baseline improved after seal replacement.
+27126,2024-04-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.861,False,Bearing temperature rising faster than baseline on spindle cell.
+27127,2024-04-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.139,True,Machine idle period extended during planned sanitation window.
+27128,2024-04-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.909,False,Machine throughput increase drove sustained pressure uplift.
+27129,2024-04-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,Thermal overshoot event coincided with recipe change on furnace.
+27130,2024-04-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.04,False,Pressure peak corresponds to oversized billet batch processing.
+27131,2024-04-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.412,True,Vibration harmonics broadened during extended production run.
+27132,2024-04-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.681,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27133,2024-04-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.807,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27134,2024-04-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.465,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27135,2024-04-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.389,True,SCADA backfill inserted two delayed telemetry points.
+27136,2024-04-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.137,False,Coolant loop adjustment reduced chamber temperature spread.
+27137,2024-04-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.248,False,Sensor heartbeat delayed by one interval after gateway retry.
+27138,2024-04-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.269,False,Operator reset acknowledged after red-tag inspection.
+27139,2024-04-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.883,True,Pressure peak corresponds to oversized billet batch processing.
+27140,2024-04-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.467,False,Pressure line purge completed before restart authorization.
+27141,2024-04-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Quality hold reduced finishing booth activity for one shift.
+27142,2024-04-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.75,False,Night shift startup produced higher than normal vibration floor.
+27143,2024-04-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.199,True,Anomaly review flagged possible bearing wear progression.
+27144,2024-04-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.906,False,Unbalanced load introduced cyclical pressure ripple.
+27145,2024-04-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.261,False,Humidity excursion near finishing booth during coating run.
+27146,2024-04-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.545,False,Temperature variance narrowed after coolant nozzle cleaning.
+27147,2024-04-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.999,True,Dust extraction fan offline for 18 minutes on line finishing.
+27148,2024-04-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.594,False,Maintenance crew confirmed lubrication interval was missed.
+27149,2024-04-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.6,False,Quality hold reduced finishing booth activity for one shift.
+27150,2024-04-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.676,False,Press cycle dwell time lengthened during high-volume batch.
+27151,2024-04-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.059,True,Dust extraction fan offline for 18 minutes on line finishing.
+27152,2024-04-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.918,False,Sensor signal clipping observed during startup surge.
+27153,2024-04-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
+27154,2024-04-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.073,False,Vibration harmonics broadened during extended production run.
+27155,2024-04-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.285,True,Maintenance crew confirmed lubrication interval was missed.
+27156,2024-04-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.312,False,Quality hold reduced finishing booth activity for one shift.
+27157,2024-04-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Temperature variance narrowed after coolant nozzle cleaning.
+27158,2024-04-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.545,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27159,2024-04-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.175,True,Machine idle period extended during planned sanitation window.
+27160,2024-04-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.785,False,Operator reset acknowledged after red-tag inspection.
+27161,2024-04-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Bearing temperature rising faster than baseline on spindle cell.
+27162,2024-04-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.46,False,Quality hold reduced finishing booth activity for one shift.
+27163,2024-04-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.269,True,Reliability engineer tagged sample window for model retraining.
+27164,2024-04-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.171,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27165,2024-04-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.928,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27166,2024-04-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.125,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27167,2024-04-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.041,True,Temperature remained elevated during unscheduled overtime run.
+27168,2024-04-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.07,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27169,2024-04-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Machine idle period extended during planned sanitation window.
+27170,2024-04-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.265,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27171,2024-04-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.292,True,Air handler maintenance reduced humidity variance on finishing line.
+27172,2024-04-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.051,False,Vibration baseline recovered after tool holder replacement.
+27173,2024-04-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.895,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27174,2024-04-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.219,False,Maintenance crew confirmed lubrication interval was missed.
+27175,2024-04-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.056,True,Edge collector replayed buffered events after network recovery.
+27176,2024-04-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.311,False,Coolant loop adjustment reduced chamber temperature spread.
+27177,2024-04-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.398,False,Bearing temperature rising faster than baseline on spindle cell.
+27178,2024-04-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.986,False,Pressure settled back to nominal after valve reseat.
+27179,2024-04-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.815,True,Bearing temperature rising faster than baseline on spindle cell.
+27180,2024-04-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.576,False,Edge collector replayed buffered events after network recovery.
+27181,2024-04-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.808,False,Sensor heartbeat delayed by one interval after gateway retry.
+27182,2024-04-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.159,False,Thermal ramp exceeded expected warmup curve before shift start.
+27183,2024-04-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.58,True,Transient outlier matched forklift impact near cabinet wall.
+27184,2024-04-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.1,False,Humidity climbed during dock-door open period in afternoon shift.
+27185,2024-04-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.021,False,Pressure line purge completed before restart authorization.
+27186,2024-04-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.552,False,Temperature variance narrowed after coolant nozzle cleaning.
+27187,2024-04-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.685,True,Sensor 3 drift suspected after cross-check with manual gauge.
+27188,2024-04-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.239,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27189,2024-04-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Warning threshold updated for pilot predictive-maintenance model.
+27190,2024-04-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.383,False,Temporary gateway failover completed without data loss.
+27191,2024-04-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.409,True,Temperature remained elevated during unscheduled overtime run.
+27192,2024-04-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.326,False,Night shift startup produced higher than normal vibration floor.
+27193,2024-04-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.989,False,Operator reset acknowledged after red-tag inspection.
+27194,2024-04-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.206,False,Night shift startup produced higher than normal vibration floor.
+27195,2024-04-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.349,True,Quality team requested trace review for lot 24-118B.
+27196,2024-04-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.296,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27197,2024-04-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.781,False,Temperature remained elevated during unscheduled overtime run.
+27198,2024-04-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.275,False,Vibration baseline recovered after tool holder replacement.
+27199,2024-04-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.577,True,Telemetry quality flag downgraded during sensor self-test window.
+27200,2024-04-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.684,False,Press cycle dwell time lengthened during high-volume batch.
+27201,2024-04-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Machine throughput increase drove sustained pressure uplift.
+27202,2024-04-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.715,False,Machine throughput increase drove sustained pressure uplift.
+27203,2024-04-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.24,True,Pressure line purge completed before restart authorization.
+27204,2024-04-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.852,False,SCADA backfill inserted two delayed telemetry points.
+27205,2024-04-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Machine idle period extended during planned sanitation window.
+27206,2024-04-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.841,False,Maintenance crew confirmed lubrication interval was missed.
+27207,2024-04-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.042,True,Vibration harmonics broadened during extended production run.
+27208,2024-04-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.041,False,Night shift startup produced higher than normal vibration floor.
+27209,2024-04-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Condensation warning cleared after dehumidifier ramp-up.
+27210,2024-04-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.814,False,Humidity excursion near finishing booth during coating run.
+27211,2024-04-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.713,True,Sensor heartbeat delayed by one interval after gateway retry.
+27212,2024-04-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.365,False,Quality team requested trace review for lot 24-118B.
+27213,2024-04-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Bearing temperature rising faster than baseline on spindle cell.
+27214,2024-04-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.676,False,Sensor battery health remains nominal after firmware update.
+27215,2024-04-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.835,True,Vibration harmonics broadened during extended production run.
+27216,2024-04-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27217,2024-04-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.764,False,Condensation warning cleared after dehumidifier ramp-up.
+27218,2024-04-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.731,False,Humidity climbed during dock-door open period in afternoon shift.
+27219,2024-04-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.698,True,Humidity excursion near finishing booth during coating run.
+27220,2024-04-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.258,False,Thermal overshoot event coincided with recipe change on furnace.
+27221,2024-04-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.887,False,Vibration burst exceeds envelope during tool change cycle.
+27222,2024-04-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.688,False,Short-lived packet loss observed at edge gateway gw-02.
+27223,2024-04-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.494,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+27224,2024-04-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.232,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27225,2024-04-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27226,2024-04-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27227,2024-04-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.808,True,Anomaly review flagged possible bearing wear progression.
+27228,2024-04-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.06,False,Pressure peak corresponds to oversized billet batch processing.
+27229,2024-04-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.22,False,Pressure line purge completed before restart authorization.
+27230,2024-04-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.425,False,Operator reset acknowledged after red-tag inspection.
+27231,2024-04-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.385,True,Press cycle dwell time lengthened during high-volume batch.
+27232,2024-04-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.604,False,Reliability engineer tagged sample window for model retraining.
+27233,2024-04-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.749,False,Quality team requested trace review for lot 24-118B.
+27234,2024-04-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.489,False,Sensor heartbeat delayed by one interval after gateway retry.
+27235,2024-04-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.771,True,Maintenance scheduler deferred calibration due to spare shortage.
+27236,2024-04-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.064,False,Anomaly review flagged possible bearing wear progression.
+27237,2024-04-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Condensation warning cleared after dehumidifier ramp-up.
+27238,2024-04-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.44,False,Coolant loop adjustment reduced chamber temperature spread.
+27239,2024-04-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.15,True,Compressed air fluctuation introduced pressure noise for two cycles.
+27240,2024-04-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.89,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27241,2024-04-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27242,2024-04-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.327,False,Machine idle period extended during planned sanitation window.
+27243,2024-04-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.34,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+27244,2024-04-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.96,False,Humidity baseline improved after seal replacement.
+27245,2024-04-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.075,False,Humidity climbed during dock-door open period in afternoon shift.
+27246,2024-04-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.997,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27247,2024-04-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.863,True,Unbalanced load introduced cyclical pressure ripple.
+27248,2024-04-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.365,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27249,2024-04-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.255,False,Calibration check overdue by 11 days for press-line transducer.
+27250,2024-04-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.166,False,Press cycle dwell time lengthened during high-volume batch.
+27251,2024-04-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.103,True,Vibration baseline recovered after tool holder replacement.
+27252,2024-04-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.815,False,Vibration burst exceeds envelope during tool change cycle.
+27253,2024-04-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27254,2024-04-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.184,False,Short-lived packet loss observed at edge gateway gw-02.
+27255,2024-04-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.047,True,Transient outlier matched forklift impact near cabinet wall.
+27256,2024-04-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.239,False,Maintenance note logged for coupling imbalance inspection.
+27257,2024-04-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.617,False,Humidity readings track seasonal rise across late spring.
+27258,2024-04-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.368,False,Air handler maintenance reduced humidity variance on finishing line.
+27259,2024-04-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.504,True,Sensor enclosure opened for manual calibration verification.
+27260,2024-04-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27261,2024-04-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Unbalanced load introduced cyclical pressure ripple.
+27262,2024-04-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.46,False,Night shift startup produced higher than normal vibration floor.
+27263,2024-04-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.864,True,Sensor 3 drift suspected after cross-check with manual gauge.
+27264,2024-04-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.949,False,Warning threshold updated for pilot predictive-maintenance model.
+27265,2024-04-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Thermal overshoot event coincided with recipe change on furnace.
+27266,2024-04-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.172,False,Thermal overshoot event coincided with recipe change on furnace.
+27267,2024-04-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.365,True,Sensor battery health remains nominal after firmware update.
+27268,2024-04-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.152,False,Press cycle dwell time lengthened during high-volume batch.
+27269,2024-04-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.195,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27270,2024-04-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.394,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27271,2024-04-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.777,True,Maintenance scheduler deferred calibration due to spare shortage.
+27272,2024-04-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.661,False,Quality hold reduced finishing booth activity for one shift.
+27273,2024-04-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Packaging line stop reduced adjacent vibration background.
+27274,2024-04-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.759,False,Bearing temperature rising faster than baseline on spindle cell.
+27275,2024-04-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.161,True,Temperature variance narrowed after coolant nozzle cleaning.
+27276,2024-04-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.127,False,Vibration harmonics broadened during extended production run.
+27277,2024-04-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.476,False,Maintenance note logged for coupling imbalance inspection.
+27278,2024-04-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.572,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27279,2024-04-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,True,Humidity excursion near finishing booth during coating run.
+27280,2024-04-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.886,False,Maintenance scheduler deferred calibration due to spare shortage.
+27281,2024-04-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Coolant loop adjustment reduced chamber temperature spread.
+27282,2024-04-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.17,False,Temperature variance narrowed after coolant nozzle cleaning.
+27283,2024-04-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.908,True,Pressure settled back to nominal after valve reseat.
+27284,2024-04-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.811,False,Sensor heartbeat delayed by one interval after gateway retry.
+27285,2024-04-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.755,False,Humidity excursion near finishing booth during coating run.
+27286,2024-04-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.089,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27287,2024-04-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.232,True,Temporary gateway failover completed without data loss.
+27288,2024-04-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.222,False,Sensor enclosure opened for manual calibration verification.
+27289,2024-04-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.209,False,Maintenance crew confirmed lubrication interval was missed.
+27290,2024-04-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.718,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27291,2024-04-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.607,True,Humidity climbed during dock-door open period in afternoon shift.
+27292,2024-04-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.739,False,Anomaly review flagged possible bearing wear progression.
+27293,2024-04-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Machine throughput increase drove sustained pressure uplift.
+27294,2024-04-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.893,False,Maintenance scheduler deferred calibration due to spare shortage.
+27295,2024-04-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.144,True,Maintenance crew confirmed lubrication interval was missed.
+27296,2024-04-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.055,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27297,2024-04-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.197,False,Reliability engineer tagged sample window for model retraining.
+27298,2024-04-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.451,False,Operator reported intermittent chatter on machine CNC-04.
+27299,2024-04-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.538,True,Hydraulic line pressure oscillation detected under load.
+27300,2024-04-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.576,False,Pressure line purge completed before restart authorization.
+27301,2024-04-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.593,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27302,2024-04-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.618,False,Thermal ramp exceeded expected warmup curve before shift start.
+27303,2024-04-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.436,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27304,2024-04-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.843,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27305,2024-04-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Sensor signal clipping observed during startup surge.
+27306,2024-04-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.835,False,Vibration harmonics broadened during extended production run.
+27307,2024-04-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.743,True,Temperature variance narrowed after coolant nozzle cleaning.
+27308,2024-04-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.788,False,Temporary gateway failover completed without data loss.
+27309,2024-04-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.462,False,Air handler maintenance reduced humidity variance on finishing line.
+27310,2024-04-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.974,False,Machine idle period extended during planned sanitation window.
+27311,2024-04-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.79,True,Vibration burst exceeds envelope during tool change cycle.
+27312,2024-04-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.932,False,Coolant loop adjustment reduced chamber temperature spread.
+27313,2024-04-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27314,2024-04-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.225,False,Maintenance crew confirmed lubrication interval was missed.
+27315,2024-04-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.617,True,Calibration check overdue by 11 days for press-line transducer.
+27316,2024-04-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.96,False,Vibration baseline recovered after tool holder replacement.
+27317,2024-04-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.626,False,Machine throughput increase drove sustained pressure uplift.
+27318,2024-04-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.067,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27319,2024-04-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.93,True,Transient outlier matched forklift impact near cabinet wall.
+27320,2024-04-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.087,False,Unbalanced load introduced cyclical pressure ripple.
+27321,2024-04-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27322,2024-04-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.35,False,Unbalanced load introduced cyclical pressure ripple.
+27323,2024-04-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.509,True,Short-lived packet loss observed at edge gateway gw-02.
+27324,2024-04-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.089,False,Packaging line stop reduced adjacent vibration background.
+27325,2024-04-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.272,False,Operator reset acknowledged after red-tag inspection.
+27326,2024-04-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.96,False,Press cycle dwell time lengthened during high-volume batch.
+27327,2024-04-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.363,True,Coolant loop adjustment reduced chamber temperature spread.
+27328,2024-04-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.085,False,Operator reported intermittent chatter on machine CNC-04.
+27329,2024-04-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Humidity excursion near finishing booth during coating run.
+27330,2024-04-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.357,False,Hydraulic line pressure oscillation detected under load.
+27331,2024-04-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.177,True,Vibration burst exceeds envelope during tool change cycle.
+27332,2024-04-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.558,False,Pressure settled back to nominal after valve reseat.
+27333,2024-04-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Humidity baseline improved after seal replacement.
+27334,2024-04-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.004,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27335,2024-04-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.556,True,Maintenance scheduler deferred calibration due to spare shortage.
+27336,2024-04-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.052,False,Sensor heartbeat delayed by one interval after gateway retry.
+27337,2024-04-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Sensor battery health remains nominal after firmware update.
+27338,2024-04-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.986,False,Sensor heartbeat delayed by one interval after gateway retry.
+27339,2024-04-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.813,True,Transient outlier matched forklift impact near cabinet wall.
+27340,2024-04-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.182,False,SCADA backfill inserted two delayed telemetry points.
+27341,2024-04-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Warning threshold updated for pilot predictive-maintenance model.
+27342,2024-04-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.936,False,Machine idle period extended during planned sanitation window.
+27343,2024-04-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.234,True,Anomaly review flagged possible bearing wear progression.
+27344,2024-04-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.807,False,Pressure peak corresponds to oversized billet batch processing.
+27345,2024-04-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.917,False,Machine throughput increase drove sustained pressure uplift.
+27346,2024-04-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.078,False,Press cycle dwell time lengthened during high-volume batch.
+27347,2024-04-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.326,True,Coolant loop adjustment reduced chamber temperature spread.
+27348,2024-04-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.265,False,Temperature remained elevated during unscheduled overtime run.
+27349,2024-04-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.741,False,Quality hold reduced finishing booth activity for one shift.
+27350,2024-04-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.981,False,Reliability engineer tagged sample window for model retraining.
+27351,2024-04-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.301,True,Maintenance note logged for coupling imbalance inspection.
+27352,2024-04-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27353,2024-04-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.141,False,Vibration burst exceeds envelope during tool change cycle.
+27354,2024-04-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.799,False,Bearing temperature rising faster than baseline on spindle cell.
+27355,2024-04-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.108,True,Air handler maintenance reduced humidity variance on finishing line.
+27356,2024-04-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.952,False,Thermal ramp exceeded expected warmup curve before shift start.
+27357,2024-04-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.506,False,Condensation warning cleared after dehumidifier ramp-up.
+27358,2024-04-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.968,False,Transient outlier matched forklift impact near cabinet wall.
+27359,2024-04-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.542,True,Maintenance crew confirmed lubrication interval was missed.
+27360,2024-04-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.479,False,Quality team requested trace review for lot 24-118B.
+27361,2024-04-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
+27362,2024-04-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.356,False,Shift handoff note referenced unusual noise near press enclosure.
+27363,2024-04-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.45,True,Vibration harmonics broadened during extended production run.
+27364,2024-04-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27365,2024-04-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.944,False,Quality hold reduced finishing booth activity for one shift.
+27366,2024-04-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.697,False,Transient outlier matched forklift impact near cabinet wall.
+27367,2024-04-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.341,True,Ambient temperature stabilized after HVAC stage-two engagement.
+27368,2024-04-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.503,False,Temporary gateway failover completed without data loss.
+27369,2024-04-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Coolant loop adjustment reduced chamber temperature spread.
+27370,2024-04-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.684,False,Sensor signal clipping observed during startup surge.
+27371,2024-04-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.846,True,Quality team requested trace review for lot 24-118B.
+27372,2024-04-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.322,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27373,2024-04-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Temperature remained elevated during unscheduled overtime run.
+27374,2024-04-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.694,False,Quality team requested trace review for lot 24-118B.
+27375,2024-04-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.307,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+27376,2024-04-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.851,False,Sensor enclosure opened for manual calibration verification.
+27377,2024-04-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Quality team requested trace review for lot 24-118B.
+27378,2024-04-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.373,False,Condensation warning cleared after dehumidifier ramp-up.
+27379,2024-04-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.884,True,Warning threshold updated for pilot predictive-maintenance model.
+27380,2024-04-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.607,False,Supervisory alert generated after three consecutive threshold breaches.
+27381,2024-04-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Reliability engineer tagged sample window for model retraining.
+27382,2024-04-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.634,False,Vibration harmonics broadened during extended production run.
+27383,2024-04-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.549,True,Night shift startup produced higher than normal vibration floor.
+27384,2024-04-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.681,False,Telemetry quality flag downgraded during sensor self-test window.
+27385,2024-04-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Thermal overshoot event coincided with recipe change on furnace.
+27386,2024-04-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.901,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27387,2024-04-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.663,True,Quality team requested trace review for lot 24-118B.
+27388,2024-04-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.003,False,Temperature variance narrowed after coolant nozzle cleaning.
+27389,2024-04-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.989,False,Quality hold reduced finishing booth activity for one shift.
+27390,2024-04-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.339,False,Night shift startup produced higher than normal vibration floor.
+27391,2024-04-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Edge collector replayed buffered events after network recovery.
+27392,2024-04-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.887,False,Pressure line purge completed before restart authorization.
+27393,2024-04-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Sensor heartbeat delayed by one interval after gateway retry.
+27394,2024-04-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.257,False,Quality hold reduced finishing booth activity for one shift.
+27395,2024-04-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.626,True,Press cycle dwell time lengthened during high-volume batch.
+27396,2024-04-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.335,False,Maintenance note logged for coupling imbalance inspection.
+27397,2024-04-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Sensor signal clipping observed during startup surge.
+27398,2024-04-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.319,False,SCADA backfill inserted two delayed telemetry points.
+27399,2024-04-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.318,True,Telemetry quality flag downgraded during sensor self-test window.
+27400,2024-04-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.209,False,Dust extraction fan offline for 18 minutes on line finishing.
+27401,2024-04-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,Vibration burst exceeds envelope during tool change cycle.
+27402,2024-04-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.336,False,Shift handoff note referenced unusual noise near press enclosure.
+27403,2024-04-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.351,True,Bearing temperature rising faster than baseline on spindle cell.
+27404,2024-04-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.474,False,Shift handoff note referenced unusual noise near press enclosure.
+27405,2024-04-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Operator reported intermittent chatter on machine CNC-04.
+27406,2024-04-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.836,False,Dust extraction fan offline for 18 minutes on line finishing.
+27407,2024-04-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.055,True,Maintenance note logged for coupling imbalance inspection.
+27408,2024-04-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.496,False,Pressure line purge completed before restart authorization.
+27409,2024-04-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.251,False,Maintenance scheduler deferred calibration due to spare shortage.
+27410,2024-04-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.221,False,Temperature variance narrowed after coolant nozzle cleaning.
+27411,2024-04-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.99,True,Short-lived packet loss observed at edge gateway gw-02.
+27412,2024-04-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.236,False,Sensor heartbeat delayed by one interval after gateway retry.
+27413,2024-04-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.489,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27414,2024-04-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.824,False,Quality hold reduced finishing booth activity for one shift.
+27415,2024-04-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.174,True,Air handler maintenance reduced humidity variance on finishing line.
+27416,2024-04-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.708,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27417,2024-04-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.117,False,Dust extraction fan offline for 18 minutes on line finishing.
+27418,2024-04-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.785,False,Coolant loop adjustment reduced chamber temperature spread.
+27419,2024-04-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.003,True,Operator reported intermittent chatter on machine CNC-04.
+27420,2024-04-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.463,False,Sensor enclosure opened for manual calibration verification.
+27421,2024-04-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.163,False,Dust extraction fan offline for 18 minutes on line finishing.
+27422,2024-04-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.026,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27423,2024-04-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.761,True,Dust extraction fan offline for 18 minutes on line finishing.
+27424,2024-04-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.993,False,Machine idle period extended during planned sanitation window.
+27425,2024-04-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Reliability engineer tagged sample window for model retraining.
+27426,2024-04-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.431,False,Humidity excursion near finishing booth during coating run.
+27427,2024-04-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.865,True,Transient outlier matched forklift impact near cabinet wall.
+27428,2024-04-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.342,False,Sensor signal clipping observed during startup surge.
+27429,2024-04-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.977,False,Dust extraction fan offline for 18 minutes on line finishing.
+27430,2024-04-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.597,False,Quality team requested trace review for lot 24-118B.
+27431,2024-04-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.837,True,Sensor heartbeat delayed by one interval after gateway retry.
+27432,2024-04-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.586,False,Humidity readings track seasonal rise across late spring.
+27433,2024-04-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.922,False,Vibration harmonics broadened during extended production run.
+27434,2024-04-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.073,False,Pressure peak corresponds to oversized billet batch processing.
+27435,2024-04-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.735,True,Maintenance note logged for coupling imbalance inspection.
+27436,2024-04-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.76,False,Humidity baseline improved after seal replacement.
+27437,2024-04-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.667,False,Maintenance crew confirmed lubrication interval was missed.
+27438,2024-04-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.78,False,Vibration harmonics broadened during extended production run.
+27439,2024-04-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.179,True,Bearing temperature rising faster than baseline on spindle cell.
+27440,2024-04-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.892,False,Sensor battery health remains nominal after firmware update.
+27441,2024-04-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Hydraulic line pressure oscillation detected under load.
+27442,2024-04-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.486,False,Vibration baseline recovered after tool holder replacement.
+27443,2024-04-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.342,True,Anomaly review flagged possible bearing wear progression.
+27444,2024-04-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.452,False,Dust extraction fan offline for 18 minutes on line finishing.
+27445,2024-04-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Sensor heartbeat delayed by one interval after gateway retry.
+27446,2024-04-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.354,False,Hydraulic line pressure oscillation detected under load.
+27447,2024-04-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.563,True,Coolant loop adjustment reduced chamber temperature spread.
+27448,2024-04-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.004,False,Humidity readings track seasonal rise across late spring.
+27449,2024-04-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Sensor heartbeat delayed by one interval after gateway retry.
+27450,2024-04-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.399,False,Calibration check overdue by 11 days for press-line transducer.
+27451,2024-04-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.767,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27452,2024-04-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27453,2024-04-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Maintenance crew confirmed lubrication interval was missed.
+27454,2024-04-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.458,False,Night shift startup produced higher than normal vibration floor.
+27455,2024-04-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.954,True,Temperature variance narrowed after coolant nozzle cleaning.
+27456,2024-04-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.628,False,Warning threshold updated for pilot predictive-maintenance model.
+27457,2024-04-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.488,False,Quality hold reduced finishing booth activity for one shift.
+27458,2024-04-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.188,False,Pressure line purge completed before restart authorization.
+27459,2024-04-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.584,True,Short-lived packet loss observed at edge gateway gw-02.
+27460,2024-04-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.189,False,Humidity readings track seasonal rise across late spring.
+27461,2024-04-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Bearing temperature rising faster than baseline on spindle cell.
+27462,2024-04-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.436,False,Operator reset acknowledged after red-tag inspection.
+27463,2024-04-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.347,True,Humidity baseline improved after seal replacement.
+27464,2024-04-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.738,False,Quality hold reduced finishing booth activity for one shift.
+27465,2024-04-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.886,False,Thermal ramp exceeded expected warmup curve before shift start.
+27466,2024-04-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Telemetry quality flag downgraded during sensor self-test window.
+27467,2024-04-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.517,True,Humidity readings track seasonal rise across late spring.
+27468,2024-04-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.598,False,Sensor heartbeat delayed by one interval after gateway retry.
+27469,2024-04-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.93,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27470,2024-04-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.471,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27471,2024-04-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.317,True,Sensor signal clipping observed during startup surge.
+27472,2024-04-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.596,False,Temperature variance narrowed after coolant nozzle cleaning.
+27473,2024-04-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.565,False,Operator reset acknowledged after red-tag inspection.
+27474,2024-04-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.425,False,Vibration baseline recovered after tool holder replacement.
+27475,2024-04-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.305,True,Humidity excursion near finishing booth during coating run.
+27476,2024-04-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.189,False,Edge collector replayed buffered events after network recovery.
+27477,2024-04-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.629,False,Transient outlier matched forklift impact near cabinet wall.
+27478,2024-04-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.223,False,Sensor signal clipping observed during startup surge.
+27479,2024-04-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.021,True,Humidity climbed during dock-door open period in afternoon shift.
+27480,2024-04-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.713,False,Pressure line purge completed before restart authorization.
+27481,2024-04-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Humidity baseline improved after seal replacement.
+27482,2024-04-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.373,False,Humidity climbed during dock-door open period in afternoon shift.
+27483,2024-04-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.241,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27484,2024-04-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.178,False,Unbalanced load introduced cyclical pressure ripple.
+27485,2024-04-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Telemetry quality flag downgraded during sensor self-test window.
+27486,2024-04-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.232,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27487,2024-04-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Reliability engineer tagged sample window for model retraining.
+27488,2024-04-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.456,False,Sensor heartbeat delayed by one interval after gateway retry.
+27489,2024-04-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27490,2024-04-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.569,False,Humidity baseline improved after seal replacement.
+27491,2024-04-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.63,True,Calibration check overdue by 11 days for press-line transducer.
+27492,2024-04-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.308,False,Pressure settled back to nominal after valve reseat.
+27493,2024-04-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Machine idle period extended during planned sanitation window.
+27494,2024-04-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.838,False,Edge collector replayed buffered events after network recovery.
+27495,2024-04-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.124,True,Bearing temperature rising faster than baseline on spindle cell.
+27496,2024-04-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.732,False,Bearing temperature rising faster than baseline on spindle cell.
+27497,2024-04-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Operator reported intermittent chatter on machine CNC-04.
+27498,2024-04-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.864,False,Shift handoff note referenced unusual noise near press enclosure.
+27499,2024-04-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.908,True,Condensation warning cleared after dehumidifier ramp-up.
+27500,2024-04-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.691,False,Operator reported intermittent chatter on machine CNC-04.
+27501,2024-04-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.709,False,Sensor signal clipping observed during startup surge.
+27502,2024-04-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.78,False,Pressure settled back to nominal after valve reseat.
+27503,2024-04-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.8,True,Humidity readings track seasonal rise across late spring.
+27504,2024-04-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.037,False,Condensation warning cleared after dehumidifier ramp-up.
+27505,2024-04-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.588,False,Machine idle period extended during planned sanitation window.
+27506,2024-04-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.53,False,Quality hold reduced finishing booth activity for one shift.
+27507,2024-04-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.95,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27508,2024-04-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27509,2024-04-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.687,False,Operator reported intermittent chatter on machine CNC-04.
+27510,2024-04-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.125,False,Temperature remained elevated during unscheduled overtime run.
+27511,2024-04-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.669,True,Condensation warning cleared after dehumidifier ramp-up.
+27512,2024-04-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.45,False,Sensor enclosure opened for manual calibration verification.
+27513,2024-04-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27514,2024-04-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.027,False,Air handler maintenance reduced humidity variance on finishing line.
+27515,2024-04-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.045,True,Short-lived packet loss observed at edge gateway gw-02.
+27516,2024-04-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.028,False,Pressure peak corresponds to oversized billet batch processing.
+27517,2024-04-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.993,False,Temperature remained elevated during unscheduled overtime run.
+27518,2024-04-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.046,False,Operator reset acknowledged after red-tag inspection.
+27519,2024-04-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.705,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27520,2024-04-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.615,False,Maintenance crew confirmed lubrication interval was missed.
+27521,2024-04-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27522,2024-04-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.903,False,Quality hold reduced finishing booth activity for one shift.
+27523,2024-04-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.904,True,Pressure peak corresponds to oversized billet batch processing.
+27524,2024-04-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.512,False,Packaging line stop reduced adjacent vibration background.
+27525,2024-04-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.39,False,Supervisory alert generated after three consecutive threshold breaches.
+27526,2024-04-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.39,False,Vibration burst exceeds envelope during tool change cycle.
+27527,2024-04-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.298,True,Edge collector replayed buffered events after network recovery.
+27528,2024-04-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.708,False,Maintenance scheduler deferred calibration due to spare shortage.
+27529,2024-04-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27530,2024-04-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.931,False,Condensation warning cleared after dehumidifier ramp-up.
+27531,2024-04-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.62,True,Compressed air fluctuation introduced pressure noise for two cycles.
+27532,2024-04-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.142,False,Thermal ramp exceeded expected warmup curve before shift start.
+27533,2024-04-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Humidity excursion near finishing booth during coating run.
+27534,2024-04-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.727,False,Temporary gateway failover completed without data loss.
+27535,2024-04-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.829,True,Telemetry quality flag downgraded during sensor self-test window.
+27536,2024-04-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.279,False,Reliability engineer tagged sample window for model retraining.
+27537,2024-04-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.928,False,Short-lived packet loss observed at edge gateway gw-02.
+27538,2024-04-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.911,False,Night shift startup produced higher than normal vibration floor.
+27539,2024-04-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.014,True,Short-lived packet loss observed at edge gateway gw-02.
+27540,2024-04-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.337,False,Humidity excursion near finishing booth during coating run.
+27541,2024-04-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.785,False,Thermal ramp exceeded expected warmup curve before shift start.
+27542,2024-04-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.912,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27543,2024-04-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Maintenance note logged for coupling imbalance inspection.
+27544,2024-04-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.505,False,Sensor signal clipping observed during startup surge.
+27545,2024-04-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Air handler maintenance reduced humidity variance on finishing line.
+27546,2024-04-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.701,False,Pressure settled back to nominal after valve reseat.
+27547,2024-04-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.307,True,Warning threshold updated for pilot predictive-maintenance model.
+27548,2024-04-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.987,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27549,2024-04-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.594,False,Edge collector replayed buffered events after network recovery.
+27550,2024-04-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.113,False,Humidity baseline improved after seal replacement.
+27551,2024-04-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Edge collector replayed buffered events after network recovery.
+27552,2024-04-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.934,False,Vibration baseline recovered after tool holder replacement.
+27553,2024-04-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.918,False,Sensor heartbeat delayed by one interval after gateway retry.
+27554,2024-04-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.543,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27555,2024-04-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.611,True,Humidity climbed during dock-door open period in afternoon shift.
+27556,2024-04-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.658,False,Air handler maintenance reduced humidity variance on finishing line.
+27557,2024-04-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Vibration baseline recovered after tool holder replacement.
+27558,2024-04-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.685,False,Humidity baseline improved after seal replacement.
+27559,2024-04-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.361,True,Telemetry quality flag downgraded during sensor self-test window.
+27560,2024-04-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.387,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27561,2024-04-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Vibration baseline recovered after tool holder replacement.
+27562,2024-04-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.709,False,Shift handoff note referenced unusual noise near press enclosure.
+27563,2024-04-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.621,True,Operator reset acknowledged after red-tag inspection.
+27564,2024-04-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.316,False,Vibration harmonics broadened during extended production run.
+27565,2024-04-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.325,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27566,2024-04-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.353,False,Quality hold reduced finishing booth activity for one shift.
+27567,2024-04-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.641,True,Sensor signal clipping observed during startup surge.
+27568,2024-04-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.83,False,Temperature variance narrowed after coolant nozzle cleaning.
+27569,2024-04-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.516,False,Press cycle dwell time lengthened during high-volume batch.
+27570,2024-04-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.78,False,Thermal overshoot event coincided with recipe change on furnace.
+27571,2024-04-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.513,True,Quality team requested trace review for lot 24-118B.
+27572,2024-04-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.6,False,Machine idle period extended during planned sanitation window.
+27573,2024-04-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.392,False,Temperature variance narrowed after coolant nozzle cleaning.
+27574,2024-04-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.696,False,Humidity baseline improved after seal replacement.
+27575,2024-04-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.771,True,Sensor heartbeat delayed by one interval after gateway retry.
+27576,2024-04-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.449,False,Packaging line stop reduced adjacent vibration background.
+27577,2024-04-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Humidity readings track seasonal rise across late spring.
+27578,2024-04-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.24,False,Humidity baseline improved after seal replacement.
+27579,2024-04-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.427,True,Hydraulic line pressure oscillation detected under load.
+27580,2024-04-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.415,False,Thermal ramp exceeded expected warmup curve before shift start.
+27581,2024-04-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.854,False,Pressure line purge completed before restart authorization.
+27582,2024-04-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.288,False,Pressure settled back to nominal after valve reseat.
+27583,2024-04-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.805,True,Pressure settled back to nominal after valve reseat.
+27584,2024-04-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.968,False,Bearing temperature rising faster than baseline on spindle cell.
+27585,2024-04-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.393,False,Edge collector replayed buffered events after network recovery.
+27586,2024-04-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.068,False,Maintenance crew confirmed lubrication interval was missed.
+27587,2024-04-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.722,True,Humidity climbed during dock-door open period in afternoon shift.
+27588,2024-04-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.522,False,Sensor heartbeat delayed by one interval after gateway retry.
+27589,2024-04-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Supervisory alert generated after three consecutive threshold breaches.
+27590,2024-04-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.279,False,Transient outlier matched forklift impact near cabinet wall.
+27591,2024-04-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.759,True,Warning threshold updated for pilot predictive-maintenance model.
+27592,2024-04-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.878,False,Supervisory alert generated after three consecutive threshold breaches.
+27593,2024-04-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.57,False,Calibration check overdue by 11 days for press-line transducer.
+27594,2024-04-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.409,False,Shift handoff note referenced unusual noise near press enclosure.
+27595,2024-04-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.644,True,Hydraulic line pressure oscillation detected under load.
+27596,2024-04-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.071,False,Pressure settled back to nominal after valve reseat.
+27597,2024-04-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Unbalanced load introduced cyclical pressure ripple.
+27598,2024-04-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.999,False,Temperature remained elevated during unscheduled overtime run.
+27599,2024-04-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.143,True,Hydraulic line pressure oscillation detected under load.
+27600,2024-04-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.48,False,Temperature variance narrowed after coolant nozzle cleaning.
+27601,2024-04-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Calibration check overdue by 11 days for press-line transducer.
+27602,2024-04-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.077,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27603,2024-04-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.715,True,Humidity baseline improved after seal replacement.
+27604,2024-04-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.808,False,Press cycle dwell time lengthened during high-volume batch.
+27605,2024-04-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Telemetry quality flag downgraded during sensor self-test window.
+27606,2024-04-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.744,False,Unbalanced load introduced cyclical pressure ripple.
+27607,2024-04-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.372,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27608,2024-04-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.377,False,Reliability engineer tagged sample window for model retraining.
+27609,2024-04-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Unbalanced load introduced cyclical pressure ripple.
+27610,2024-04-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.097,False,Hydraulic line pressure oscillation detected under load.
+27611,2024-04-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.626,True,Sensor enclosure opened for manual calibration verification.
+27612,2024-04-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.587,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27613,2024-04-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.02,False,Condensation warning cleared after dehumidifier ramp-up.
+27614,2024-04-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.158,False,Quality hold reduced finishing booth activity for one shift.
+27615,2024-04-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Sensor heartbeat delayed by one interval after gateway retry.
+27616,2024-04-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.53,False,Humidity baseline improved after seal replacement.
+27617,2024-04-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Maintenance scheduler deferred calibration due to spare shortage.
+27618,2024-04-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.812,False,Edge collector replayed buffered events after network recovery.
+27619,2024-04-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.236,True,Shift handoff note referenced unusual noise near press enclosure.
+27620,2024-04-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.11,False,Pressure line purge completed before restart authorization.
+27621,2024-04-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.436,False,Humidity baseline improved after seal replacement.
+27622,2024-04-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.711,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27623,2024-04-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.976,True,Sensor 3 drift suspected after cross-check with manual gauge.
+27624,2024-04-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.601,False,Transient outlier matched forklift impact near cabinet wall.
+27625,2024-04-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Quality team requested trace review for lot 24-118B.
+27626,2024-04-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.279,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27627,2024-04-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.174,True,Press cycle dwell time lengthened during high-volume batch.
+27628,2024-04-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.58,False,Temperature variance narrowed after coolant nozzle cleaning.
+27629,2024-04-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.682,False,Dust extraction fan offline for 18 minutes on line finishing.
+27630,2024-04-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.435,False,Thermal overshoot event coincided with recipe change on furnace.
+27631,2024-04-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.568,True,Quality hold reduced finishing booth activity for one shift.
+27632,2024-04-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.265,False,Thermal ramp exceeded expected warmup curve before shift start.
+27633,2024-04-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Quality team requested trace review for lot 24-118B.
+27634,2024-04-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.86,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27635,2024-04-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.406,True,Dust extraction fan offline for 18 minutes on line finishing.
+27636,2024-04-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.06,False,Press cycle dwell time lengthened during high-volume batch.
+27637,2024-04-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
+27638,2024-04-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.158,False,Unbalanced load introduced cyclical pressure ripple.
+27639,2024-04-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.296,True,Temperature variance narrowed after coolant nozzle cleaning.
+27640,2024-04-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.219,False,Sensor battery health remains nominal after firmware update.
+27641,2024-04-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.653,False,Quality hold reduced finishing booth activity for one shift.
+27642,2024-04-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.317,False,Coolant loop adjustment reduced chamber temperature spread.
+27643,2024-04-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.448,True,Heat-treat furnace door cycling increased localized temperature spikes.
+27644,2024-04-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.849,False,Vibration baseline recovered after tool holder replacement.
+27645,2024-04-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.833,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27646,2024-04-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.471,False,Temporary gateway failover completed without data loss.
+27647,2024-04-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,Air handler maintenance reduced humidity variance on finishing line.
+27648,2024-04-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.038,False,Quality hold reduced finishing booth activity for one shift.
+27649,2024-04-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.328,False,Vibration burst exceeds envelope during tool change cycle.
+27650,2024-04-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.305,False,Pressure peak corresponds to oversized billet batch processing.
+27651,2024-04-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.576,True,Temperature variance narrowed after coolant nozzle cleaning.
+27652,2024-04-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.449,False,Machine throughput increase drove sustained pressure uplift.
+27653,2024-04-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.151,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27654,2024-04-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.679,False,Humidity climbed during dock-door open period in afternoon shift.
+27655,2024-04-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.203,True,Dust extraction fan offline for 18 minutes on line finishing.
+27656,2024-04-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.673,False,Unbalanced load introduced cyclical pressure ripple.
+27657,2024-04-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.858,False,Hydraulic line pressure oscillation detected under load.
+27658,2024-04-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.693,False,Sensor battery health remains nominal after firmware update.
+27659,2024-04-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.526,True,Compressed air fluctuation introduced pressure noise for two cycles.
+27660,2024-04-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.219,False,Pressure peak corresponds to oversized billet batch processing.
+27661,2024-04-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.208,False,Vibration burst exceeds envelope during tool change cycle.
+27662,2024-04-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.751,False,Temperature remained elevated during unscheduled overtime run.
+27663,2024-04-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.02,True,Thermal ramp exceeded expected warmup curve before shift start.
+27664,2024-04-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.813,False,Pressure line purge completed before restart authorization.
+27665,2024-04-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Shift handoff note referenced unusual noise near press enclosure.
+27666,2024-04-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.08,False,Reliability engineer tagged sample window for model retraining.
+27667,2024-04-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.682,True,Telemetry quality flag downgraded during sensor self-test window.
+27668,2024-04-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.235,False,Night shift startup produced higher than normal vibration floor.
+27669,2024-04-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.068,False,Reliability engineer tagged sample window for model retraining.
+27670,2024-04-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.96,False,Machine idle period extended during planned sanitation window.
+27671,2024-04-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.292,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27672,2024-04-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.702,False,Thermal ramp exceeded expected warmup curve before shift start.
+27673,2024-04-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.0,False,Reliability engineer tagged sample window for model retraining.
+27674,2024-04-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.738,False,Temporary gateway failover completed without data loss.
+27675,2024-04-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.485,True,Air handler maintenance reduced humidity variance on finishing line.
+27676,2024-04-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.272,False,Calibration check overdue by 11 days for press-line transducer.
+27677,2024-04-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27678,2024-04-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.237,False,Telemetry quality flag downgraded during sensor self-test window.
+27679,2024-04-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Quality hold reduced finishing booth activity for one shift.
+27680,2024-04-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.604,False,Sensor enclosure opened for manual calibration verification.
+27681,2024-04-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27682,2024-04-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.035,False,Telemetry quality flag downgraded during sensor self-test window.
+27683,2024-04-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.495,True,Quality hold reduced finishing booth activity for one shift.
+27684,2024-04-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.684,False,Operator reset acknowledged after red-tag inspection.
+27685,2024-04-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27686,2024-04-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.21,False,Operator reported intermittent chatter on machine CNC-04.
+27687,2024-04-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.179,True,Heat-treat furnace door cycling increased localized temperature spikes.
+27688,2024-04-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.323,False,Condensation warning cleared after dehumidifier ramp-up.
+27689,2024-04-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Vibration baseline recovered after tool holder replacement.
+27690,2024-04-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.027,False,Vibration baseline recovered after tool holder replacement.
+27691,2024-04-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.606,True,Calibration check overdue by 11 days for press-line transducer.
+27692,2024-04-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.184,False,Humidity readings track seasonal rise across late spring.
+27693,2024-04-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.58,False,Pressure peak corresponds to oversized billet batch processing.
+27694,2024-04-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.083,False,Transient outlier matched forklift impact near cabinet wall.
+27695,2024-04-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.852,True,Press cycle dwell time lengthened during high-volume batch.
+27696,2024-04-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.313,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27697,2024-04-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Pressure line purge completed before restart authorization.
+27698,2024-04-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.239,False,Humidity readings track seasonal rise across late spring.
+27699,2024-04-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Maintenance crew confirmed lubrication interval was missed.
+27700,2024-04-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27701,2024-04-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.494,False,Temporary gateway failover completed without data loss.
+27702,2024-04-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.333,False,Transient outlier matched forklift impact near cabinet wall.
+27703,2024-04-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.618,True,Sensor signal clipping observed during startup surge.
+27704,2024-04-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.269,False,Unbalanced load introduced cyclical pressure ripple.
+27705,2024-04-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Night shift startup produced higher than normal vibration floor.
+27706,2024-04-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.303,False,Bearing temperature rising faster than baseline on spindle cell.
+27707,2024-04-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.542,True,Heat-treat furnace door cycling increased localized temperature spikes.
+27708,2024-04-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.407,False,Humidity readings track seasonal rise across late spring.
+27709,2024-04-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Quality team requested trace review for lot 24-118B.
+27710,2024-04-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27711,2024-04-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.474,True,Quality hold reduced finishing booth activity for one shift.
+27712,2024-04-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.388,False,Humidity baseline improved after seal replacement.
+27713,2024-04-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.49,False,Edge collector replayed buffered events after network recovery.
+27714,2024-04-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.276,False,Edge collector replayed buffered events after network recovery.
+27715,2024-04-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.758,True,Pressure peak corresponds to oversized billet batch processing.
+27716,2024-04-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.465,False,Bearing temperature rising faster than baseline on spindle cell.
+27717,2024-04-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.235,False,Calibration check overdue by 11 days for press-line transducer.
+27718,2024-04-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.526,False,Temperature variance narrowed after coolant nozzle cleaning.
+27719,2024-04-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.374,True,Coolant loop adjustment reduced chamber temperature spread.
+27720,2024-04-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.832,False,Bearing temperature rising faster than baseline on spindle cell.
+27721,2024-04-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.026,False,Press cycle dwell time lengthened during high-volume batch.
+27722,2024-04-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.062,False,Vibration baseline recovered after tool holder replacement.
+27723,2024-04-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.559,True,Pressure line purge completed before restart authorization.
+27724,2024-04-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.622,False,Pressure settled back to nominal after valve reseat.
+27725,2024-04-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.53,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27726,2024-04-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.184,False,Packaging line stop reduced adjacent vibration background.
+27727,2024-04-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.321,True,Calibration check overdue by 11 days for press-line transducer.
+27728,2024-04-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.762,False,Vibration baseline recovered after tool holder replacement.
+27729,2024-04-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.707,False,Machine throughput increase drove sustained pressure uplift.
+27730,2024-04-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.187,False,Air handler maintenance reduced humidity variance on finishing line.
+27731,2024-04-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.152,True,Transient outlier matched forklift impact near cabinet wall.
+27732,2024-04-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.721,False,Edge collector replayed buffered events after network recovery.
+27733,2024-04-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Short-lived packet loss observed at edge gateway gw-02.
+27734,2024-04-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.484,False,Vibration baseline recovered after tool holder replacement.
+27735,2024-04-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.2,True,Edge collector replayed buffered events after network recovery.
+27736,2024-04-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.991,False,Pressure settled back to nominal after valve reseat.
+27737,2024-04-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Operator reported intermittent chatter on machine CNC-04.
+27738,2024-04-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.342,False,Anomaly review flagged possible bearing wear progression.
+27739,2024-04-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.265,True,Vibration burst exceeds envelope during tool change cycle.
+27740,2024-04-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.585,False,Quality team requested trace review for lot 24-118B.
+27741,2024-04-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.386,False,Supervisory alert generated after three consecutive threshold breaches.
+27742,2024-04-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.797,False,Condensation warning cleared after dehumidifier ramp-up.
+27743,2024-04-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.234,True,Press cycle dwell time lengthened during high-volume batch.
+27744,2024-04-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.017,False,Short-lived packet loss observed at edge gateway gw-02.
+27745,2024-04-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Packaging line stop reduced adjacent vibration background.
+27746,2024-04-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.204,False,Quality hold reduced finishing booth activity for one shift.
+27747,2024-04-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.322,True,Operator reset acknowledged after red-tag inspection.
+27748,2024-04-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.06,False,Unbalanced load introduced cyclical pressure ripple.
+27749,2024-04-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.376,False,Supervisory alert generated after three consecutive threshold breaches.
+27750,2024-04-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.566,False,Humidity climbed during dock-door open period in afternoon shift.
+27751,2024-04-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.15,True,Vibration burst exceeds envelope during tool change cycle.
+27752,2024-04-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.699,False,Pressure line purge completed before restart authorization.
+27753,2024-04-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.965,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27754,2024-04-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.766,False,Operator reported intermittent chatter on machine CNC-04.
+27755,2024-04-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.091,True,Pressure line purge completed before restart authorization.
+27756,2024-04-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.611,False,Temperature remained elevated during unscheduled overtime run.
+27757,2024-04-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.756,False,Sensor signal clipping observed during startup surge.
+27758,2024-04-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.749,False,Temperature remained elevated during unscheduled overtime run.
+27759,2024-04-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.587,True,Sensor signal clipping observed during startup surge.
+27760,2024-04-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Dust extraction fan offline for 18 minutes on line finishing.
+27761,2024-04-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.403,False,SCADA backfill inserted two delayed telemetry points.
+27762,2024-04-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.316,False,Humidity excursion near finishing booth during coating run.
+27763,2024-04-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.126,True,Pressure line purge completed before restart authorization.
+27764,2024-04-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.114,False,Anomaly review flagged possible bearing wear progression.
+27765,2024-04-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Maintenance crew confirmed lubrication interval was missed.
+27766,2024-04-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.073,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27767,2024-04-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.752,True,Operator reset acknowledged after red-tag inspection.
+27768,2024-04-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.047,False,Air handler maintenance reduced humidity variance on finishing line.
+27769,2024-04-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.581,False,Operator reported intermittent chatter on machine CNC-04.
+27770,2024-04-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Shift handoff note referenced unusual noise near press enclosure.
+27771,2024-04-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.636,True,Humidity readings track seasonal rise across late spring.
+27772,2024-04-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.432,False,Pressure settled back to nominal after valve reseat.
+27773,2024-04-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Pressure line purge completed before restart authorization.
+27774,2024-04-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.449,False,Quality hold reduced finishing booth activity for one shift.
+27775,2024-04-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.803,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+27776,2024-04-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.622,False,Edge collector replayed buffered events after network recovery.
+27777,2024-04-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.965,False,Maintenance note logged for coupling imbalance inspection.
+27778,2024-04-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.531,False,Vibration harmonics broadened during extended production run.
+27779,2024-04-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.687,True,Pressure settled back to nominal after valve reseat.
+27780,2024-04-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.612,False,Sensor enclosure opened for manual calibration verification.
+27781,2024-04-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Reliability engineer tagged sample window for model retraining.
+27782,2024-04-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.537,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27783,2024-04-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.438,True,Temperature variance narrowed after coolant nozzle cleaning.
+27784,2024-04-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.679,False,Operator reported intermittent chatter on machine CNC-04.
+27785,2024-04-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.243,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27786,2024-04-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.057,False,Hydraulic line pressure oscillation detected under load.
+27787,2024-04-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.331,True,Maintenance crew confirmed lubrication interval was missed.
+27788,2024-04-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.641,False,Press cycle dwell time lengthened during high-volume batch.
+27789,2024-04-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.247,False,Sensor 3 drift suspected after cross-check with manual gauge.
+27790,2024-04-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.139,False,Coolant loop adjustment reduced chamber temperature spread.
+27791,2024-04-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.409,True,Vibration harmonics broadened during extended production run.
+27792,2024-04-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.945,False,Machine idle period extended during planned sanitation window.
+27793,2024-04-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27794,2024-04-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.91,False,Quality hold reduced finishing booth activity for one shift.
+27795,2024-04-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.315,True,Temperature remained elevated during unscheduled overtime run.
+27796,2024-04-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.842,False,Maintenance crew confirmed lubrication interval was missed.
+27797,2024-04-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Temperature remained elevated during unscheduled overtime run.
+27798,2024-04-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.904,False,Dust extraction fan offline for 18 minutes on line finishing.
+27799,2024-04-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.312,True,Bearing temperature rising faster than baseline on spindle cell.
+27800,2024-04-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.962,False,Vibration burst exceeds envelope during tool change cycle.
+27801,2024-04-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Supervisory alert generated after three consecutive threshold breaches.
+27802,2024-04-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.382,False,Temperature variance narrowed after coolant nozzle cleaning.
+27803,2024-04-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.617,True,Transient outlier matched forklift impact near cabinet wall.
+27804,2024-04-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.672,False,Transient outlier matched forklift impact near cabinet wall.
+27805,2024-04-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Operator reported intermittent chatter on machine CNC-04.
+27806,2024-04-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.626,False,Bearing temperature rising faster than baseline on spindle cell.
+27807,2024-04-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.416,True,Sensor signal clipping observed during startup surge.
+27808,2024-04-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.917,False,Press cycle dwell time lengthened during high-volume batch.
+27809,2024-04-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.651,False,Operator reported intermittent chatter on machine CNC-04.
+27810,2024-04-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.186,False,Sensor battery health remains nominal after firmware update.
+27811,2024-04-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.95,True,Pressure line purge completed before restart authorization.
+27812,2024-04-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.518,False,Maintenance scheduler deferred calibration due to spare shortage.
+27813,2024-04-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Thermal ramp exceeded expected warmup curve before shift start.
+27814,2024-04-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.405,False,Edge collector replayed buffered events after network recovery.
+27815,2024-04-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.946,True,Short-lived packet loss observed at edge gateway gw-02.
+27816,2024-04-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.587,False,SCADA backfill inserted two delayed telemetry points.
+27817,2024-04-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Thermal ramp exceeded expected warmup curve before shift start.
+27818,2024-04-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.548,False,Hydraulic line pressure oscillation detected under load.
+27819,2024-04-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.288,True,Pressure peak corresponds to oversized billet batch processing.
+27820,2024-04-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.927,False,Calibration check overdue by 11 days for press-line transducer.
+27821,2024-04-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Edge collector replayed buffered events after network recovery.
+27822,2024-04-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,56.096,False,Pressure settled back to nominal after valve reseat.
+27823,2024-04-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.297,True,Quality team requested trace review for lot 24-118B.
+27824,2024-04-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.119,False,Coolant loop adjustment reduced chamber temperature spread.
+27825,2024-04-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.385,False,Supervisory alert generated after three consecutive threshold breaches.
+27826,2024-04-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.155,False,Maintenance scheduler deferred calibration due to spare shortage.
+27827,2024-04-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.802,True,Machine throughput increase drove sustained pressure uplift.
+27828,2024-04-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.932,False,Humidity baseline improved after seal replacement.
+27829,2024-04-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.571,False,Coolant loop adjustment reduced chamber temperature spread.
+27830,2024-04-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.788,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27831,2024-04-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.585,True,Operator reported intermittent chatter on machine CNC-04.
+27832,2024-04-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.948,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+27833,2024-04-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Packaging line stop reduced adjacent vibration background.
+27834,2024-04-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.696,False,Vibration baseline recovered after tool holder replacement.
+27835,2024-04-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.411,True,Temporary gateway failover completed without data loss.
+27836,2024-04-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.439,False,Night shift startup produced higher than normal vibration floor.
+27837,2024-04-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.634,False,Shift handoff note referenced unusual noise near press enclosure.
+27838,2024-04-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.847,False,Unbalanced load introduced cyclical pressure ripple.
+27839,2024-04-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.989,True,Sensor signal clipping observed during startup surge.
+27840,2024-04-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.837,False,Temporary gateway failover completed without data loss.
+27841,2024-04-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27842,2024-04-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.007,False,Humidity baseline improved after seal replacement.
+27843,2024-04-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.012,True,Transient outlier matched forklift impact near cabinet wall.
+27844,2024-04-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.166,False,Humidity excursion near finishing booth during coating run.
+27845,2024-04-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.223,False,Maintenance crew confirmed lubrication interval was missed.
+27846,2024-04-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.328,False,Thermal ramp exceeded expected warmup curve before shift start.
+27847,2024-04-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.115,True,Warning threshold updated for pilot predictive-maintenance model.
+27848,2024-04-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.064,False,Transient outlier matched forklift impact near cabinet wall.
+27849,2024-04-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Pressure peak corresponds to oversized billet batch processing.
+27850,2024-04-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.234,False,Quality hold reduced finishing booth activity for one shift.
+27851,2024-04-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.548,True,Ambient temperature stabilized after HVAC stage-two engagement.
+27852,2024-04-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.345,False,Sensor enclosure opened for manual calibration verification.
+27853,2024-04-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Packaging line stop reduced adjacent vibration background.
+27854,2024-04-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.17,False,Air handler maintenance reduced humidity variance on finishing line.
+27855,2024-04-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.4,True,Supervisory alert generated after three consecutive threshold breaches.
+27856,2024-04-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.19,False,Thermal overshoot event coincided with recipe change on furnace.
+27857,2024-04-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.498,False,Sensor heartbeat delayed by one interval after gateway retry.
+27858,2024-04-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.939,False,Machine idle period extended during planned sanitation window.
+27859,2024-04-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.757,True,Calibration check overdue by 11 days for press-line transducer.
+27860,2024-04-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.994,False,Hydraulic line pressure oscillation detected under load.
+27861,2024-04-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Anomaly review flagged possible bearing wear progression.
+27862,2024-04-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.976,False,Operator reported intermittent chatter on machine CNC-04.
+27863,2024-04-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.399,True,Ambient temperature stabilized after HVAC stage-two engagement.
+27864,2024-04-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.606,False,Thermal overshoot event coincided with recipe change on furnace.
+27865,2024-04-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.766,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+27866,2024-04-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.658,False,Thermal overshoot event coincided with recipe change on furnace.
+27867,2024-04-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.699,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+27868,2024-04-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.842,False,Operator reported intermittent chatter on machine CNC-04.
+27869,2024-04-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.962,False,Operator reported intermittent chatter on machine CNC-04.
+27870,2024-04-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Pressure settled back to nominal after valve reseat.
+27871,2024-04-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.137,True,Condensation warning cleared after dehumidifier ramp-up.
+27872,2024-04-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.967,False,Humidity baseline improved after seal replacement.
+27873,2024-04-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Sensor battery health remains nominal after firmware update.
+27874,2024-04-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.974,False,Operator reset acknowledged after red-tag inspection.
+27875,2024-04-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.091,True,SCADA backfill inserted two delayed telemetry points.
+27876,2024-04-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.704,False,Supervisory alert generated after three consecutive threshold breaches.
+27877,2024-04-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.427,False,Bearing temperature rising faster than baseline on spindle cell.
+27878,2024-04-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.234,False,Sensor signal clipping observed during startup surge.
+27879,2024-04-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.509,True,Condensation warning cleared after dehumidifier ramp-up.
+27880,2024-04-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.524,False,Warning threshold updated for pilot predictive-maintenance model.
+27881,2024-04-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.42,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27882,2024-04-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.233,False,Maintenance note logged for coupling imbalance inspection.
+27883,2024-04-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.529,True,Sensor signal clipping observed during startup surge.
+27884,2024-04-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.96,False,Thermal ramp exceeded expected warmup curve before shift start.
+27885,2024-04-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.194,False,Humidity excursion near finishing booth during coating run.
+27886,2024-04-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.944,False,Sensor battery health remains nominal after firmware update.
+27887,2024-04-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.997,True,Thermal overshoot event coincided with recipe change on furnace.
+27888,2024-04-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.938,False,Pressure peak corresponds to oversized billet batch processing.
+27889,2024-04-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Thermal overshoot event coincided with recipe change on furnace.
+27890,2024-04-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.962,False,Coolant loop adjustment reduced chamber temperature spread.
+27891,2024-04-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.705,True,Maintenance note logged for coupling imbalance inspection.
+27892,2024-04-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.502,False,Operator reset acknowledged after red-tag inspection.
+27893,2024-04-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
+27894,2024-04-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.951,False,Bearing temperature rising faster than baseline on spindle cell.
+27895,2024-04-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.373,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+27896,2024-04-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.507,False,Supervisory alert generated after three consecutive threshold breaches.
+27897,2024-04-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.482,False,Temporary gateway failover completed without data loss.
+27898,2024-04-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.187,False,Night shift startup produced higher than normal vibration floor.
+27899,2024-04-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.231,True,Hydraulic line pressure oscillation detected under load.
+27900,2024-04-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.005,False,Unbalanced load introduced cyclical pressure ripple.
+27901,2024-04-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Temporary gateway failover completed without data loss.
+27902,2024-04-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27903,2024-04-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.643,True,Pressure peak corresponds to oversized billet batch processing.
+27904,2024-04-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.414,False,Quality hold reduced finishing booth activity for one shift.
+27905,2024-04-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.789,False,Thermal ramp exceeded expected warmup curve before shift start.
+27906,2024-04-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.555,False,Operator reset acknowledged after red-tag inspection.
+27907,2024-04-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.311,True,Pressure line purge completed before restart authorization.
+27908,2024-04-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.447,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27909,2024-04-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.493,False,Telemetry quality flag downgraded during sensor self-test window.
+27910,2024-04-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.299,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27911,2024-04-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.796,True,Humidity readings track seasonal rise across late spring.
+27912,2024-04-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.432,False,Unbalanced load introduced cyclical pressure ripple.
+27913,2024-04-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Thermal ramp exceeded expected warmup curve before shift start.
+27914,2024-04-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.605,False,Supervisory alert generated after three consecutive threshold breaches.
+27915,2024-04-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.961,True,Operator reported intermittent chatter on machine CNC-04.
+27916,2024-04-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.897,False,Machine idle period extended during planned sanitation window.
+27917,2024-04-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Machine idle period extended during planned sanitation window.
+27918,2024-04-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.918,False,Temperature remained elevated during unscheduled overtime run.
+27919,2024-04-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.107,True,Maintenance crew confirmed lubrication interval was missed.
+27920,2024-04-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.192,False,Quality hold reduced finishing booth activity for one shift.
+27921,2024-04-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Vibration baseline recovered after tool holder replacement.
+27922,2024-04-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.186,False,Maintenance crew confirmed lubrication interval was missed.
+27923,2024-04-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.08,True,Calibration check overdue by 11 days for press-line transducer.
+27924,2024-04-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.691,False,Transient outlier matched forklift impact near cabinet wall.
+27925,2024-04-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Vibration baseline recovered after tool holder replacement.
+27926,2024-04-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.142,False,Night shift startup produced higher than normal vibration floor.
+27927,2024-04-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.206,True,Short-lived packet loss observed at edge gateway gw-02.
+27928,2024-04-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.408,False,Maintenance scheduler deferred calibration due to spare shortage.
+27929,2024-04-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Machine idle period extended during planned sanitation window.
+27930,2024-04-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.837,False,Packaging line stop reduced adjacent vibration background.
+27931,2024-04-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.802,True,Warning threshold updated for pilot predictive-maintenance model.
+27932,2024-04-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.16,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27933,2024-04-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Humidity excursion near finishing booth during coating run.
+27934,2024-04-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.221,False,Reliability engineer tagged sample window for model retraining.
+27935,2024-04-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.191,True,Maintenance crew confirmed lubrication interval was missed.
+27936,2024-04-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.07,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27937,2024-04-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.679,False,Vibration harmonics broadened during extended production run.
+27938,2024-04-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.395,False,Sensor enclosure opened for manual calibration verification.
+27939,2024-04-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.387,True,Humidity excursion near finishing booth during coating run.
+27940,2024-04-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.644,False,Temperature variance narrowed after coolant nozzle cleaning.
+27941,2024-04-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Calibration check overdue by 11 days for press-line transducer.
+27942,2024-04-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.204,False,Thermal ramp exceeded expected warmup curve before shift start.
+27943,2024-04-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.16,True,Night shift startup produced higher than normal vibration floor.
+27944,2024-04-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.694,False,Short-lived packet loss observed at edge gateway gw-02.
+27945,2024-04-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Pressure peak corresponds to oversized billet batch processing.
+27946,2024-04-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.002,False,Pressure line purge completed before restart authorization.
+27947,2024-04-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.459,True,Air handler maintenance reduced humidity variance on finishing line.
+27948,2024-04-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.489,False,Pressure peak corresponds to oversized billet batch processing.
+27949,2024-04-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Machine throughput increase drove sustained pressure uplift.
+27950,2024-04-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.242,False,Operator reported intermittent chatter on machine CNC-04.
+27951,2024-04-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.71,True,Compressed air fluctuation introduced pressure noise for two cycles.
+27952,2024-04-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.105,False,Pressure settled back to nominal after valve reseat.
+27953,2024-04-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Short-lived packet loss observed at edge gateway gw-02.
+27954,2024-04-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.234,False,Sensor signal clipping observed during startup surge.
+27955,2024-04-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.949,True,Anomaly review flagged possible bearing wear progression.
+27956,2024-04-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.036,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27957,2024-04-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.19,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27958,2024-04-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.115,False,Telemetry quality flag downgraded during sensor self-test window.
+27959,2024-04-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.498,True,Sensor 3 drift suspected after cross-check with manual gauge.
+27960,2024-04-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.355,False,Quality hold reduced finishing booth activity for one shift.
+27961,2024-04-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.888,False,Night shift startup produced higher than normal vibration floor.
+27962,2024-04-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.655,False,Condensation warning cleared after dehumidifier ramp-up.
+27963,2024-04-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.306,True,Sensor heartbeat delayed by one interval after gateway retry.
+27964,2024-04-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.01,False,Anomaly review flagged possible bearing wear progression.
+27965,2024-04-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Hydraulic line pressure oscillation detected under load.
+27966,2024-04-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.518,False,Condensation warning cleared after dehumidifier ramp-up.
+27967,2024-04-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.539,True,Pressure peak corresponds to oversized billet batch processing.
+27968,2024-04-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.504,False,Dust extraction fan offline for 18 minutes on line finishing.
+27969,2024-04-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Maintenance note logged for coupling imbalance inspection.
+27970,2024-04-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.804,False,Pressure settled back to nominal after valve reseat.
+27971,2024-04-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.748,True,Short-lived packet loss observed at edge gateway gw-02.
+27972,2024-04-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.743,False,Dust extraction fan offline for 18 minutes on line finishing.
+27973,2024-04-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.942,False,Sensor signal clipping observed during startup surge.
+27974,2024-04-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.4,False,Vibration burst exceeds envelope during tool change cycle.
+27975,2024-04-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.701,True,Sensor heartbeat delayed by one interval after gateway retry.
+27976,2024-04-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.587,False,Air handler maintenance reduced humidity variance on finishing line.
+27977,2024-04-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Air handler maintenance reduced humidity variance on finishing line.
+27978,2024-04-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.294,False,Night shift startup produced higher than normal vibration floor.
+27979,2024-04-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.359,True,Thermal ramp exceeded expected warmup curve before shift start.
+27980,2024-04-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.232,False,Warning threshold updated for pilot predictive-maintenance model.
+27981,2024-04-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.593,False,Quality hold reduced finishing booth activity for one shift.
+27982,2024-04-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.403,False,Maintenance scheduler deferred calibration due to spare shortage.
+27983,2024-04-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.796,True,Humidity readings track seasonal rise across late spring.
+27984,2024-04-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.399,False,Short-lived packet loss observed at edge gateway gw-02.
+27985,2024-04-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.666,False,Temporary gateway failover completed without data loss.
+27986,2024-04-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.947,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27987,2024-04-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.156,True,Press cycle dwell time lengthened during high-volume batch.
+27988,2024-04-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Humidity climbed during dock-door open period in afternoon shift.
+27989,2024-04-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.426,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+27990,2024-04-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.531,False,Pressure peak corresponds to oversized billet batch processing.
+27991,2024-04-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.591,True,Vibration baseline recovered after tool holder replacement.
+27992,2024-04-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.978,False,Supervisory alert generated after three consecutive threshold breaches.
+27993,2024-04-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.998,False,Ambient temperature stabilized after HVAC stage-two engagement.
+27994,2024-04-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.747,False,Sensor heartbeat delayed by one interval after gateway retry.
+27995,2024-04-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.087,True,Temporary gateway failover completed without data loss.
+27996,2024-04-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.543,False,Transient outlier matched forklift impact near cabinet wall.
+27997,2024-04-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.887,False,Machine throughput increase drove sustained pressure uplift.
+27998,2024-04-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.882,False,Compressed air fluctuation introduced pressure noise for two cycles.
+27999,2024-04-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.239,True,Press cycle dwell time lengthened during high-volume batch.
+28000,2024-04-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.651,False,Quality team requested trace review for lot 24-118B.
+28001,2024-04-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.847,False,Transient outlier matched forklift impact near cabinet wall.
+28002,2024-04-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.132,False,Warning threshold updated for pilot predictive-maintenance model.
+28003,2024-04-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.185,True,Reliability engineer tagged sample window for model retraining.
+28004,2024-04-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.108,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28005,2024-04-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.647,False,Vibration burst exceeds envelope during tool change cycle.
+28006,2024-04-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.57,False,Air handler maintenance reduced humidity variance on finishing line.
+28007,2024-04-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.336,True,Temporary gateway failover completed without data loss.
+28008,2024-04-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28009,2024-04-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.745,False,Temporary gateway failover completed without data loss.
+28010,2024-04-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.671,False,Air handler maintenance reduced humidity variance on finishing line.
+28011,2024-04-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.355,True,Packaging line stop reduced adjacent vibration background.
+28012,2024-04-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.621,False,Maintenance crew confirmed lubrication interval was missed.
+28013,2024-04-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.166,False,Machine idle period extended during planned sanitation window.
+28014,2024-04-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.97,False,Edge collector replayed buffered events after network recovery.
+28015,2024-04-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.663,True,Machine idle period extended during planned sanitation window.
+28016,2024-04-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.303,False,Maintenance crew confirmed lubrication interval was missed.
+28017,2024-04-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Sensor signal clipping observed during startup surge.
+28018,2024-04-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.289,False,Unbalanced load introduced cyclical pressure ripple.
+28019,2024-04-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.371,True,Pressure settled back to nominal after valve reseat.
+28020,2024-04-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.792,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28021,2024-04-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.25,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28022,2024-04-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.281,False,Night shift startup produced higher than normal vibration floor.
+28023,2024-04-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.554,True,Sensor signal clipping observed during startup surge.
+28024,2024-04-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.079,False,Quality team requested trace review for lot 24-118B.
+28025,2024-04-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.907,False,Night shift startup produced higher than normal vibration floor.
+28026,2024-04-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.431,False,Supervisory alert generated after three consecutive threshold breaches.
+28027,2024-04-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Sensor enclosure opened for manual calibration verification.
+28028,2024-04-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.74,False,Calibration check overdue by 11 days for press-line transducer.
+28029,2024-04-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Shift handoff note referenced unusual noise near press enclosure.
+28030,2024-04-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.851,False,Night shift startup produced higher than normal vibration floor.
+28031,2024-04-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.676,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28032,2024-04-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.941,False,Temperature remained elevated during unscheduled overtime run.
+28033,2024-04-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Hydraulic line pressure oscillation detected under load.
+28034,2024-04-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.461,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28035,2024-04-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.928,True,Temporary gateway failover completed without data loss.
+28036,2024-04-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.418,False,Warning threshold updated for pilot predictive-maintenance model.
+28037,2024-04-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Vibration baseline recovered after tool holder replacement.
+28038,2024-04-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.84,False,Pressure peak corresponds to oversized billet batch processing.
+28039,2024-04-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.669,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+28040,2024-04-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.613,False,Vibration burst exceeds envelope during tool change cycle.
+28041,2024-04-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.912,False,Sensor heartbeat delayed by one interval after gateway retry.
+28042,2024-04-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.449,False,Humidity baseline improved after seal replacement.
+28043,2024-04-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.927,True,Pressure settled back to nominal after valve reseat.
+28044,2024-04-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.563,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28045,2024-04-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.142,False,Dust extraction fan offline for 18 minutes on line finishing.
+28046,2024-04-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.637,False,Maintenance scheduler deferred calibration due to spare shortage.
+28047,2024-04-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.777,True,Edge collector replayed buffered events after network recovery.
+28048,2024-04-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.99,False,Calibration check overdue by 11 days for press-line transducer.
+28049,2024-04-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.816,False,Transient outlier matched forklift impact near cabinet wall.
+28050,2024-04-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.645,False,Reliability engineer tagged sample window for model retraining.
+28051,2024-04-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.699,True,Quality team requested trace review for lot 24-118B.
+28052,2024-04-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.44,False,Humidity excursion near finishing booth during coating run.
+28053,2024-04-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28054,2024-04-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.171,False,Humidity baseline improved after seal replacement.
+28055,2024-04-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.07,True,Humidity excursion near finishing booth during coating run.
+28056,2024-04-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.269,False,Shift handoff note referenced unusual noise near press enclosure.
+28057,2024-04-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Sensor heartbeat delayed by one interval after gateway retry.
+28058,2024-04-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.325,False,Sensor battery health remains nominal after firmware update.
+28059,2024-04-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.714,True,Quality team requested trace review for lot 24-118B.
+28060,2024-04-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.164,False,Humidity climbed during dock-door open period in afternoon shift.
+28061,2024-04-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Maintenance scheduler deferred calibration due to spare shortage.
+28062,2024-04-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.36,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28063,2024-04-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.006,True,Quality team requested trace review for lot 24-118B.
+28064,2024-04-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.421,False,Operator reset acknowledged after red-tag inspection.
+28065,2024-04-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Hydraulic line pressure oscillation detected under load.
+28066,2024-04-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.937,False,Quality hold reduced finishing booth activity for one shift.
+28067,2024-04-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.929,True,Anomaly review flagged possible bearing wear progression.
+28068,2024-04-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.18,False,Press cycle dwell time lengthened during high-volume batch.
+28069,2024-04-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.838,False,Pressure peak corresponds to oversized billet batch processing.
+28070,2024-04-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.122,False,Maintenance note logged for coupling imbalance inspection.
+28071,2024-04-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.154,True,Pressure settled back to nominal after valve reseat.
+28072,2024-04-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.778,False,Pressure peak corresponds to oversized billet batch processing.
+28073,2024-04-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.854,False,Coolant loop adjustment reduced chamber temperature spread.
+28074,2024-04-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.799,False,Temperature remained elevated during unscheduled overtime run.
+28075,2024-04-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.521,True,Pressure peak corresponds to oversized billet batch processing.
+28076,2024-04-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.352,False,Night shift startup produced higher than normal vibration floor.
+28077,2024-04-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.239,False,Temperature remained elevated during unscheduled overtime run.
+28078,2024-04-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.369,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28079,2024-04-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.355,True,Maintenance note logged for coupling imbalance inspection.
+28080,2024-04-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.112,False,Telemetry quality flag downgraded during sensor self-test window.
+28081,2024-04-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.778,False,Packaging line stop reduced adjacent vibration background.
+28082,2024-04-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.262,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28083,2024-04-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.257,True,Coolant loop adjustment reduced chamber temperature spread.
+28084,2024-04-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.266,False,Quality team requested trace review for lot 24-118B.
+28085,2024-04-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.287,False,Edge collector replayed buffered events after network recovery.
+28086,2024-04-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.397,False,Quality team requested trace review for lot 24-118B.
+28087,2024-04-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.848,True,Night shift startup produced higher than normal vibration floor.
+28088,2024-04-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.982,False,Temperature remained elevated during unscheduled overtime run.
+28089,2024-04-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Vibration baseline recovered after tool holder replacement.
+28090,2024-04-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.96,False,Bearing temperature rising faster than baseline on spindle cell.
+28091,2024-04-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.339,True,Machine idle period extended during planned sanitation window.
+28092,2024-04-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.837,False,Operator reported intermittent chatter on machine CNC-04.
+28093,2024-04-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.666,False,Transient outlier matched forklift impact near cabinet wall.
+28094,2024-04-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.04,False,Humidity readings track seasonal rise across late spring.
+28095,2024-04-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.244,True,Machine idle period extended during planned sanitation window.
+28096,2024-04-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.483,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28097,2024-04-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.931,False,Bearing temperature rising faster than baseline on spindle cell.
+28098,2024-04-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.132,False,Quality team requested trace review for lot 24-118B.
+28099,2024-04-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.929,True,Night shift startup produced higher than normal vibration floor.
+28100,2024-04-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.567,False,Unbalanced load introduced cyclical pressure ripple.
+28101,2024-04-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.158,False,Sensor enclosure opened for manual calibration verification.
+28102,2024-04-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.941,False,Operator reported intermittent chatter on machine CNC-04.
+28103,2024-04-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.106,True,Vibration baseline recovered after tool holder replacement.
+28104,2024-04-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.511,False,Bearing temperature rising faster than baseline on spindle cell.
+28105,2024-04-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.904,False,Humidity excursion near finishing booth during coating run.
+28106,2024-04-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.995,False,Sensor signal clipping observed during startup surge.
+28107,2024-04-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.206,True,Telemetry quality flag downgraded during sensor self-test window.
+28108,2024-04-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.921,False,Machine idle period extended during planned sanitation window.
+28109,2024-04-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.585,False,Maintenance crew confirmed lubrication interval was missed.
+28110,2024-04-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.111,False,Thermal ramp exceeded expected warmup curve before shift start.
+28111,2024-04-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.834,True,Vibration harmonics broadened during extended production run.
+28112,2024-04-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.259,False,Vibration baseline recovered after tool holder replacement.
+28113,2024-04-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.889,False,Packaging line stop reduced adjacent vibration background.
+28114,2024-04-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.537,False,Machine idle period extended during planned sanitation window.
+28115,2024-04-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.31,True,Quality hold reduced finishing booth activity for one shift.
+28116,2024-04-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28117,2024-04-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Sensor enclosure opened for manual calibration verification.
+28118,2024-04-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.557,False,Hydraulic line pressure oscillation detected under load.
+28119,2024-04-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.506,True,Machine throughput increase drove sustained pressure uplift.
+28120,2024-04-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.565,False,Vibration baseline recovered after tool holder replacement.
+28121,2024-04-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Telemetry quality flag downgraded during sensor self-test window.
+28122,2024-04-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.868,False,Warning threshold updated for pilot predictive-maintenance model.
+28123,2024-04-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.775,True,Quality team requested trace review for lot 24-118B.
+28124,2024-04-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.196,False,Thermal overshoot event coincided with recipe change on furnace.
+28125,2024-04-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Thermal overshoot event coincided with recipe change on furnace.
+28126,2024-04-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.415,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28127,2024-04-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.801,True,Humidity baseline improved after seal replacement.
+28128,2024-04-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.409,False,Calibration check overdue by 11 days for press-line transducer.
+28129,2024-04-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Press cycle dwell time lengthened during high-volume batch.
+28130,2024-04-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.377,False,Transient outlier matched forklift impact near cabinet wall.
+28131,2024-04-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.557,True,Dust extraction fan offline for 18 minutes on line finishing.
+28132,2024-04-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.785,False,SCADA backfill inserted two delayed telemetry points.
+28133,2024-04-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Quality hold reduced finishing booth activity for one shift.
+28134,2024-04-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.542,False,Sensor heartbeat delayed by one interval after gateway retry.
+28135,2024-04-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.586,True,Pressure peak corresponds to oversized billet batch processing.
+28136,2024-04-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.521,False,Humidity readings track seasonal rise across late spring.
+28137,2024-04-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Edge collector replayed buffered events after network recovery.
+28138,2024-04-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.467,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28139,2024-04-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.551,True,Air handler maintenance reduced humidity variance on finishing line.
+28140,2024-04-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.547,False,Telemetry quality flag downgraded during sensor self-test window.
+28141,2024-04-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.389,False,Operator reset acknowledged after red-tag inspection.
+28142,2024-04-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.328,False,Operator reported intermittent chatter on machine CNC-04.
+28143,2024-04-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.039,True,Coolant loop adjustment reduced chamber temperature spread.
+28144,2024-04-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28145,2024-04-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.063,False,Quality team requested trace review for lot 24-118B.
+28146,2024-04-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.545,False,Anomaly review flagged possible bearing wear progression.
+28147,2024-04-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.372,True,Shift handoff note referenced unusual noise near press enclosure.
+28148,2024-04-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.851,False,Transient outlier matched forklift impact near cabinet wall.
+28149,2024-04-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28150,2024-04-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.852,False,Press cycle dwell time lengthened during high-volume batch.
+28151,2024-04-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.386,True,Packaging line stop reduced adjacent vibration background.
+28152,2024-04-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.858,False,Maintenance crew confirmed lubrication interval was missed.
+28153,2024-04-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.097,False,Dust extraction fan offline for 18 minutes on line finishing.
+28154,2024-04-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.332,False,Telemetry quality flag downgraded during sensor self-test window.
+28155,2024-04-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.705,True,Heat-treat furnace door cycling increased localized temperature spikes.
+28156,2024-04-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.487,False,Pressure settled back to nominal after valve reseat.
+28157,2024-04-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.418,False,Edge collector replayed buffered events after network recovery.
+28158,2024-04-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.518,False,Transient outlier matched forklift impact near cabinet wall.
+28159,2024-04-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.715,True,Temporary gateway failover completed without data loss.
+28160,2024-04-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.538,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28161,2024-04-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.199,False,Unbalanced load introduced cyclical pressure ripple.
+28162,2024-04-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.113,False,Quality hold reduced finishing booth activity for one shift.
+28163,2024-04-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.297,True,Quality hold reduced finishing booth activity for one shift.
+28164,2024-04-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28165,2024-04-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Quality team requested trace review for lot 24-118B.
+28166,2024-04-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.348,False,Dust extraction fan offline for 18 minutes on line finishing.
+28167,2024-04-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.191,True,Reliability engineer tagged sample window for model retraining.
+28168,2024-04-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.006,False,Night shift startup produced higher than normal vibration floor.
+28169,2024-04-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Pressure peak corresponds to oversized billet batch processing.
+28170,2024-04-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.3,False,Reliability engineer tagged sample window for model retraining.
+28171,2024-04-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,5.829,True,Maintenance crew confirmed lubrication interval was missed.
+28172,2024-04-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.665,False,Temporary gateway failover completed without data loss.
+28173,2024-04-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.709,False,Temperature remained elevated during unscheduled overtime run.
+28174,2024-04-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.069,False,Shift handoff note referenced unusual noise near press enclosure.
+28175,2024-04-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.21,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28176,2024-04-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.058,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28177,2024-04-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Temperature remained elevated during unscheduled overtime run.
+28178,2024-04-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.519,False,Humidity climbed during dock-door open period in afternoon shift.
+28179,2024-04-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.902,True,Condensation warning cleared after dehumidifier ramp-up.
+28180,2024-04-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.602,False,Pressure settled back to nominal after valve reseat.
+28181,2024-04-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.122,False,Humidity excursion near finishing booth during coating run.
+28182,2024-04-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.706,False,Humidity baseline improved after seal replacement.
+28183,2024-04-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.783,True,Humidity climbed during dock-door open period in afternoon shift.
+28184,2024-04-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.73,False,Operator reset acknowledged after red-tag inspection.
+28185,2024-04-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.251,False,Transient outlier matched forklift impact near cabinet wall.
+28186,2024-04-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.651,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28187,2024-04-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.329,True,Quality team requested trace review for lot 24-118B.
+28188,2024-04-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.294,False,Pressure settled back to nominal after valve reseat.
+28189,2024-04-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.895,False,Machine idle period extended during planned sanitation window.
+28190,2024-04-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.974,False,Humidity climbed during dock-door open period in afternoon shift.
+28191,2024-04-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.607,True,Thermal overshoot event coincided with recipe change on furnace.
+28192,2024-04-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.148,False,Machine throughput increase drove sustained pressure uplift.
+28193,2024-04-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.608,False,Hydraulic line pressure oscillation detected under load.
+28194,2024-04-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.268,False,Vibration harmonics broadened during extended production run.
+28195,2024-04-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.752,True,Humidity climbed during dock-door open period in afternoon shift.
+28196,2024-04-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.814,False,Sensor heartbeat delayed by one interval after gateway retry.
+28197,2024-04-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.785,False,Sensor enclosure opened for manual calibration verification.
+28198,2024-04-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.935,False,Pressure line purge completed before restart authorization.
+28199,2024-04-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.748,True,Pressure peak corresponds to oversized billet batch processing.
+28200,2024-04-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.365,False,Temperature variance narrowed after coolant nozzle cleaning.
+28201,2024-04-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Maintenance crew confirmed lubrication interval was missed.
+28202,2024-04-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.197,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28203,2024-04-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.899,True,Humidity climbed during dock-door open period in afternoon shift.
+28204,2024-04-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.519,False,Sensor signal clipping observed during startup surge.
+28205,2024-04-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.578,False,Sensor battery health remains nominal after firmware update.
+28206,2024-04-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.406,False,SCADA backfill inserted two delayed telemetry points.
+28207,2024-04-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.912,True,Ambient temperature stabilized after HVAC stage-two engagement.
+28208,2024-04-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.055,False,Sensor signal clipping observed during startup surge.
+28209,2024-04-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.57,False,Sensor battery health remains nominal after firmware update.
+28210,2024-04-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.593,False,Short-lived packet loss observed at edge gateway gw-02.
+28211,2024-04-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.529,True,Condensation warning cleared after dehumidifier ramp-up.
+28212,2024-04-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.614,False,Maintenance crew confirmed lubrication interval was missed.
+28213,2024-04-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,SCADA backfill inserted two delayed telemetry points.
+28214,2024-04-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.727,False,Vibration harmonics broadened during extended production run.
+28215,2024-04-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.182,True,Sensor heartbeat delayed by one interval after gateway retry.
+28216,2024-04-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.611,False,Packaging line stop reduced adjacent vibration background.
+28217,2024-04-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28218,2024-04-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.689,False,Vibration baseline recovered after tool holder replacement.
+28219,2024-04-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.136,True,Thermal overshoot event coincided with recipe change on furnace.
+28220,2024-04-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.345,False,Pressure line purge completed before restart authorization.
+28221,2024-04-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.921,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28222,2024-04-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.523,False,Maintenance scheduler deferred calibration due to spare shortage.
+28223,2024-04-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.284,True,Vibration harmonics broadened during extended production run.
+28224,2024-04-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.622,False,Bearing temperature rising faster than baseline on spindle cell.
+28225,2024-04-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor heartbeat delayed by one interval after gateway retry.
+28226,2024-04-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.26,False,Humidity baseline improved after seal replacement.
+28227,2024-04-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.71,True,Supervisory alert generated after three consecutive threshold breaches.
+28228,2024-04-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.255,False,Humidity climbed during dock-door open period in afternoon shift.
+28229,2024-04-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.374,False,Anomaly review flagged possible bearing wear progression.
+28230,2024-04-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.075,False,Pressure peak corresponds to oversized billet batch processing.
+28231,2024-04-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.94,True,Vibration baseline recovered after tool holder replacement.
+28232,2024-04-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.353,False,Humidity readings track seasonal rise across late spring.
+28233,2024-04-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Maintenance note logged for coupling imbalance inspection.
+28234,2024-04-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.96,False,Telemetry quality flag downgraded during sensor self-test window.
+28235,2024-04-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.848,True,Quality team requested trace review for lot 24-118B.
+28236,2024-04-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.297,False,Night shift startup produced higher than normal vibration floor.
+28237,2024-04-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Machine idle period extended during planned sanitation window.
+28238,2024-04-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.251,False,Quality hold reduced finishing booth activity for one shift.
+28239,2024-04-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.383,True,Edge collector replayed buffered events after network recovery.
+28240,2024-04-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.261,False,Edge collector replayed buffered events after network recovery.
+28241,2024-04-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.254,False,Humidity baseline improved after seal replacement.
+28242,2024-04-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.831,False,Condensation warning cleared after dehumidifier ramp-up.
+28243,2024-04-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.501,True,Calibration check overdue by 11 days for press-line transducer.
+28244,2024-04-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.738,False,Maintenance scheduler deferred calibration due to spare shortage.
+28245,2024-04-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.082,False,Unbalanced load introduced cyclical pressure ripple.
+28246,2024-04-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.079,False,Unbalanced load introduced cyclical pressure ripple.
+28247,2024-04-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.968,True,Maintenance scheduler deferred calibration due to spare shortage.
+28248,2024-04-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.099,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28249,2024-04-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Sensor battery health remains nominal after firmware update.
+28250,2024-04-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.248,False,Condensation warning cleared after dehumidifier ramp-up.
+28251,2024-04-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.141,True,Warning threshold updated for pilot predictive-maintenance model.
+28252,2024-04-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.268,False,Calibration check overdue by 11 days for press-line transducer.
+28253,2024-04-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28254,2024-04-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.469,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28255,2024-04-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.466,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28256,2024-04-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.348,False,Condensation warning cleared after dehumidifier ramp-up.
+28257,2024-04-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Temperature variance narrowed after coolant nozzle cleaning.
+28258,2024-04-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.948,False,Machine idle period extended during planned sanitation window.
+28259,2024-04-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.044,True,Operator reported intermittent chatter on machine CNC-04.
+28260,2024-04-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.404,False,Quality team requested trace review for lot 24-118B.
+28261,2024-04-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.127,False,Thermal overshoot event coincided with recipe change on furnace.
+28262,2024-04-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.572,False,Air handler maintenance reduced humidity variance on finishing line.
+28263,2024-04-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.187,True,Humidity readings track seasonal rise across late spring.
+28264,2024-04-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.604,False,Thermal ramp exceeded expected warmup curve before shift start.
+28265,2024-04-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.731,False,Press cycle dwell time lengthened during high-volume batch.
+28266,2024-04-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.151,False,Humidity readings track seasonal rise across late spring.
+28267,2024-04-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.944,True,Dust extraction fan offline for 18 minutes on line finishing.
+28268,2024-04-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.716,False,Supervisory alert generated after three consecutive threshold breaches.
+28269,2024-04-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Vibration burst exceeds envelope during tool change cycle.
+28270,2024-04-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.955,False,Humidity climbed during dock-door open period in afternoon shift.
+28271,2024-04-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.694,True,Quality team requested trace review for lot 24-118B.
+28272,2024-04-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.103,False,Operator reported intermittent chatter on machine CNC-04.
+28273,2024-04-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.199,False,Condensation warning cleared after dehumidifier ramp-up.
+28274,2024-04-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.614,False,Humidity baseline improved after seal replacement.
+28275,2024-04-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.891,True,Air handler maintenance reduced humidity variance on finishing line.
+28276,2024-04-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.578,False,Hydraulic line pressure oscillation detected under load.
+28277,2024-04-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.094,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28278,2024-04-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.733,False,Reliability engineer tagged sample window for model retraining.
+28279,2024-04-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.403,True,Air handler maintenance reduced humidity variance on finishing line.
+28280,2024-04-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.215,False,Operator reported intermittent chatter on machine CNC-04.
+28281,2024-04-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Operator reset acknowledged after red-tag inspection.
+28282,2024-04-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.946,False,Anomaly review flagged possible bearing wear progression.
+28283,2024-04-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.25,True,Operator reset acknowledged after red-tag inspection.
+28284,2024-04-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.557,False,Hydraulic line pressure oscillation detected under load.
+28285,2024-04-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28286,2024-04-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.744,False,Bearing temperature rising faster than baseline on spindle cell.
+28287,2024-04-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.382,True,Hydraulic line pressure oscillation detected under load.
+28288,2024-04-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.559,False,Machine idle period extended during planned sanitation window.
+28289,2024-04-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.011,False,Machine idle period extended during planned sanitation window.
+28290,2024-04-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.132,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28291,2024-04-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.833,True,Edge collector replayed buffered events after network recovery.
+28292,2024-04-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.243,False,Humidity excursion near finishing booth during coating run.
+28293,2024-04-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Humidity climbed during dock-door open period in afternoon shift.
+28294,2024-04-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.704,False,Night shift startup produced higher than normal vibration floor.
+28295,2024-04-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.903,True,Machine idle period extended during planned sanitation window.
+28296,2024-04-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.173,False,Unbalanced load introduced cyclical pressure ripple.
+28297,2024-04-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Telemetry quality flag downgraded during sensor self-test window.
+28298,2024-04-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.238,False,Packaging line stop reduced adjacent vibration background.
+28299,2024-04-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.315,True,Coolant loop adjustment reduced chamber temperature spread.
+28300,2024-04-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.934,False,Air handler maintenance reduced humidity variance on finishing line.
+28301,2024-04-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Press cycle dwell time lengthened during high-volume batch.
+28302,2024-04-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Vibration burst exceeds envelope during tool change cycle.
+28303,2024-04-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.237,True,Sensor heartbeat delayed by one interval after gateway retry.
+28304,2024-04-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.273,False,Hydraulic line pressure oscillation detected under load.
+28305,2024-04-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Humidity climbed during dock-door open period in afternoon shift.
+28306,2024-04-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.207,False,Maintenance crew confirmed lubrication interval was missed.
+28307,2024-04-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.689,True,Supervisory alert generated after three consecutive threshold breaches.
+28308,2024-04-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.473,False,Telemetry quality flag downgraded during sensor self-test window.
+28309,2024-04-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.23,False,Supervisory alert generated after three consecutive threshold breaches.
+28310,2024-04-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.0,False,Operator reported intermittent chatter on machine CNC-04.
+28311,2024-04-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.668,True,Condensation warning cleared after dehumidifier ramp-up.
+28312,2024-04-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.536,False,Short-lived packet loss observed at edge gateway gw-02.
+28313,2024-04-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Press cycle dwell time lengthened during high-volume batch.
+28314,2024-04-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.136,False,Temperature variance narrowed after coolant nozzle cleaning.
+28315,2024-04-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.96,True,Hydraulic line pressure oscillation detected under load.
+28316,2024-04-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.92,False,Shift handoff note referenced unusual noise near press enclosure.
+28317,2024-04-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Vibration baseline recovered after tool holder replacement.
+28318,2024-04-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.854,False,Humidity climbed during dock-door open period in afternoon shift.
+28319,2024-04-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.454,True,Quality hold reduced finishing booth activity for one shift.
+28320,2024-04-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.101,False,Maintenance crew confirmed lubrication interval was missed.
+28321,2024-04-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.687,False,SCADA backfill inserted two delayed telemetry points.
+28322,2024-04-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Transient outlier matched forklift impact near cabinet wall.
+28323,2024-04-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.522,True,Short-lived packet loss observed at edge gateway gw-02.
+28324,2024-04-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.25,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28325,2024-04-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.352,False,Quality team requested trace review for lot 24-118B.
+28326,2024-04-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.531,False,Coolant loop adjustment reduced chamber temperature spread.
+28327,2024-04-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.759,True,Humidity excursion near finishing booth during coating run.
+28328,2024-04-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.136,False,Bearing temperature rising faster than baseline on spindle cell.
+28329,2024-04-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.438,False,Sensor battery health remains nominal after firmware update.
+28330,2024-04-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.545,False,Night shift startup produced higher than normal vibration floor.
+28331,2024-04-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.565,True,SCADA backfill inserted two delayed telemetry points.
+28332,2024-04-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.38,False,Temperature remained elevated during unscheduled overtime run.
+28333,2024-04-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.536,False,Bearing temperature rising faster than baseline on spindle cell.
+28334,2024-04-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.354,False,Hydraulic line pressure oscillation detected under load.
+28335,2024-04-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.68,True,Humidity climbed during dock-door open period in afternoon shift.
+28336,2024-04-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.675,False,Coolant loop adjustment reduced chamber temperature spread.
+28337,2024-04-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Maintenance crew confirmed lubrication interval was missed.
+28338,2024-04-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.551,False,Thermal ramp exceeded expected warmup curve before shift start.
+28339,2024-04-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.494,True,Operator reset acknowledged after red-tag inspection.
+28340,2024-04-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.387,False,Humidity baseline improved after seal replacement.
+28341,2024-04-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28342,2024-04-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.894,False,Sensor heartbeat delayed by one interval after gateway retry.
+28343,2024-04-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.064,True,Dust extraction fan offline for 18 minutes on line finishing.
+28344,2024-04-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.502,False,Night shift startup produced higher than normal vibration floor.
+28345,2024-04-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Calibration check overdue by 11 days for press-line transducer.
+28346,2024-04-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.849,False,Maintenance scheduler deferred calibration due to spare shortage.
+28347,2024-04-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.125,True,Machine idle period extended during planned sanitation window.
+28348,2024-04-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.973,False,Humidity climbed during dock-door open period in afternoon shift.
+28349,2024-04-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28350,2024-04-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.298,False,Thermal ramp exceeded expected warmup curve before shift start.
+28351,2024-04-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.343,True,Press cycle dwell time lengthened during high-volume batch.
+28352,2024-04-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.741,False,Humidity readings track seasonal rise across late spring.
+28353,2024-04-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.358,False,Dust extraction fan offline for 18 minutes on line finishing.
+28354,2024-04-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.712,False,Temperature remained elevated during unscheduled overtime run.
+28355,2024-04-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.77,True,Anomaly review flagged possible bearing wear progression.
+28356,2024-04-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.756,False,Bearing temperature rising faster than baseline on spindle cell.
+28357,2024-04-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.778,False,Air handler maintenance reduced humidity variance on finishing line.
+28358,2024-04-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.485,False,Sensor signal clipping observed during startup surge.
+28359,2024-04-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.663,True,Coolant loop adjustment reduced chamber temperature spread.
+28360,2024-04-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.632,False,Vibration burst exceeds envelope during tool change cycle.
+28361,2024-04-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Operator reset acknowledged after red-tag inspection.
+28362,2024-04-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.295,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28363,2024-04-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.99,True,Anomaly review flagged possible bearing wear progression.
+28364,2024-04-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.076,False,Thermal overshoot event coincided with recipe change on furnace.
+28365,2024-04-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.959,False,Dust extraction fan offline for 18 minutes on line finishing.
+28366,2024-04-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.286,False,Humidity readings track seasonal rise across late spring.
+28367,2024-04-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.885,True,Machine idle period extended during planned sanitation window.
+28368,2024-04-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.9,False,Air handler maintenance reduced humidity variance on finishing line.
+28369,2024-04-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Sensor heartbeat delayed by one interval after gateway retry.
+28370,2024-04-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.546,False,Short-lived packet loss observed at edge gateway gw-02.
+28371,2024-04-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.231,True,Sensor battery health remains nominal after firmware update.
+28372,2024-04-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.552,False,Humidity excursion near finishing booth during coating run.
+28373,2024-04-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,SCADA backfill inserted two delayed telemetry points.
+28374,2024-04-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.016,False,Vibration harmonics broadened during extended production run.
+28375,2024-04-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.621,True,Packaging line stop reduced adjacent vibration background.
+28376,2024-04-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.086,False,Humidity readings track seasonal rise across late spring.
+28377,2024-04-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Coolant loop adjustment reduced chamber temperature spread.
+28378,2024-04-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.429,False,Operator reset acknowledged after red-tag inspection.
+28379,2024-04-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.877,True,Humidity climbed during dock-door open period in afternoon shift.
+28380,2024-04-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.222,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28381,2024-04-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.1,False,Maintenance crew confirmed lubrication interval was missed.
+28382,2024-04-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.37,False,Hydraulic line pressure oscillation detected under load.
+28383,2024-04-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.517,True,Vibration harmonics broadened during extended production run.
+28384,2024-04-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.904,False,Condensation warning cleared after dehumidifier ramp-up.
+28385,2024-04-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.465,False,Vibration baseline recovered after tool holder replacement.
+28386,2024-04-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.53,False,Quality hold reduced finishing booth activity for one shift.
+28387,2024-04-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.741,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+28388,2024-04-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.125,False,Dust extraction fan offline for 18 minutes on line finishing.
+28389,2024-04-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Humidity excursion near finishing booth during coating run.
+28390,2024-04-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28391,2024-04-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.4,True,Unbalanced load introduced cyclical pressure ripple.
+28392,2024-04-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.719,False,SCADA backfill inserted two delayed telemetry points.
+28393,2024-04-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Dust extraction fan offline for 18 minutes on line finishing.
+28394,2024-04-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.413,False,Machine throughput increase drove sustained pressure uplift.
+28395,2024-04-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.746,True,Warning threshold updated for pilot predictive-maintenance model.
+28396,2024-04-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.998,False,Bearing temperature rising faster than baseline on spindle cell.
+28397,2024-04-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.686,False,Vibration harmonics broadened during extended production run.
+28398,2024-04-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.165,False,SCADA backfill inserted two delayed telemetry points.
+28399,2024-04-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.655,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+28400,2024-04-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.848,False,Warning threshold updated for pilot predictive-maintenance model.
+28401,2024-04-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28402,2024-04-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.756,False,Temperature remained elevated during unscheduled overtime run.
+28403,2024-04-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.257,True,Press cycle dwell time lengthened during high-volume batch.
+28404,2024-04-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.213,False,Vibration harmonics broadened during extended production run.
+28405,2024-04-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Press cycle dwell time lengthened during high-volume batch.
+28406,2024-04-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.061,False,Air handler maintenance reduced humidity variance on finishing line.
+28407,2024-04-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.343,True,Temperature variance narrowed after coolant nozzle cleaning.
+28408,2024-04-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.85,False,Operator reported intermittent chatter on machine CNC-04.
+28409,2024-04-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.784,False,Bearing temperature rising faster than baseline on spindle cell.
+28410,2024-04-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.32,False,Sensor enclosure opened for manual calibration verification.
+28411,2024-04-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.034,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28412,2024-04-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.992,False,Pressure line purge completed before restart authorization.
+28413,2024-04-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.992,False,Humidity readings track seasonal rise across late spring.
+28414,2024-04-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.191,False,Calibration check overdue by 11 days for press-line transducer.
+28415,2024-04-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.631,True,Vibration harmonics broadened during extended production run.
+28416,2024-04-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.777,False,Supervisory alert generated after three consecutive threshold breaches.
+28417,2024-04-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
+28418,2024-04-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.364,False,Vibration burst exceeds envelope during tool change cycle.
+28419,2024-04-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.127,True,Quality hold reduced finishing booth activity for one shift.
+28420,2024-04-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.684,False,Maintenance scheduler deferred calibration due to spare shortage.
+28421,2024-04-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Temporary gateway failover completed without data loss.
+28422,2024-04-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.802,False,Edge collector replayed buffered events after network recovery.
+28423,2024-04-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.263,True,Thermal ramp exceeded expected warmup curve before shift start.
+28424,2024-04-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.899,False,Temporary gateway failover completed without data loss.
+28425,2024-04-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Vibration burst exceeds envelope during tool change cycle.
+28426,2024-04-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.704,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28427,2024-04-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.981,True,Sensor heartbeat delayed by one interval after gateway retry.
+28428,2024-04-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.284,False,Reliability engineer tagged sample window for model retraining.
+28429,2024-04-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.014,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28430,2024-04-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.646,False,Humidity baseline improved after seal replacement.
+28431,2024-04-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.722,True,Humidity baseline improved after seal replacement.
+28432,2024-04-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.628,False,SCADA backfill inserted two delayed telemetry points.
+28433,2024-04-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
+28434,2024-04-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.783,False,Humidity baseline improved after seal replacement.
+28435,2024-04-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.409,True,Anomaly review flagged possible bearing wear progression.
+28436,2024-04-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28437,2024-04-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.703,False,Bearing temperature rising faster than baseline on spindle cell.
+28438,2024-04-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.982,False,Dust extraction fan offline for 18 minutes on line finishing.
+28439,2024-04-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.775,True,Anomaly review flagged possible bearing wear progression.
+28440,2024-04-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.463,False,Telemetry quality flag downgraded during sensor self-test window.
+28441,2024-04-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.76,False,Air handler maintenance reduced humidity variance on finishing line.
+28442,2024-04-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.323,False,Edge collector replayed buffered events after network recovery.
+28443,2024-04-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.137,True,Condensation warning cleared after dehumidifier ramp-up.
+28444,2024-04-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.11,False,Reliability engineer tagged sample window for model retraining.
+28445,2024-04-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.23,False,Maintenance scheduler deferred calibration due to spare shortage.
+28446,2024-04-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.351,False,Edge collector replayed buffered events after network recovery.
+28447,2024-04-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.171,True,Supervisory alert generated after three consecutive threshold breaches.
+28448,2024-04-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.858,False,Bearing temperature rising faster than baseline on spindle cell.
+28449,2024-04-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.854,False,Thermal overshoot event coincided with recipe change on furnace.
+28450,2024-04-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.407,False,Telemetry quality flag downgraded during sensor self-test window.
+28451,2024-04-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.229,True,Operator reset acknowledged after red-tag inspection.
+28452,2024-04-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.996,False,Supervisory alert generated after three consecutive threshold breaches.
+28453,2024-04-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Hydraulic line pressure oscillation detected under load.
+28454,2024-04-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.953,False,Humidity excursion near finishing booth during coating run.
+28455,2024-04-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.125,True,Short-lived packet loss observed at edge gateway gw-02.
+28456,2024-04-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.699,False,Sensor battery health remains nominal after firmware update.
+28457,2024-04-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.81,False,Sensor enclosure opened for manual calibration verification.
+28458,2024-04-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.962,False,Calibration check overdue by 11 days for press-line transducer.
+28459,2024-04-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.63,True,Reliability engineer tagged sample window for model retraining.
+28460,2024-04-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.515,False,Night shift startup produced higher than normal vibration floor.
+28461,2024-04-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.521,False,Maintenance note logged for coupling imbalance inspection.
+28462,2024-04-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.204,False,Coolant loop adjustment reduced chamber temperature spread.
+28463,2024-04-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.082,True,Vibration burst exceeds envelope during tool change cycle.
+28464,2024-04-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.973,False,Humidity baseline improved after seal replacement.
+28465,2024-04-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Humidity readings track seasonal rise across late spring.
+28466,2024-04-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.989,False,Pressure line purge completed before restart authorization.
+28467,2024-04-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.086,True,Shift handoff note referenced unusual noise near press enclosure.
+28468,2024-04-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.139,False,Shift handoff note referenced unusual noise near press enclosure.
+28469,2024-04-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.157,False,Press cycle dwell time lengthened during high-volume batch.
+28470,2024-04-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.923,False,Humidity excursion near finishing booth during coating run.
+28471,2024-04-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.99,True,Press cycle dwell time lengthened during high-volume batch.
+28472,2024-04-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.546,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28473,2024-04-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.351,False,Maintenance crew confirmed lubrication interval was missed.
+28474,2024-04-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.072,False,Pressure settled back to nominal after valve reseat.
+28475,2024-04-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,True,Pressure peak corresponds to oversized billet batch processing.
+28476,2024-04-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.193,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28477,2024-04-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.613,False,Humidity baseline improved after seal replacement.
+28478,2024-04-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.755,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28479,2024-04-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.52,True,Hydraulic line pressure oscillation detected under load.
+28480,2024-04-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.966,False,Vibration burst exceeds envelope during tool change cycle.
+28481,2024-04-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.262,False,Sensor battery health remains nominal after firmware update.
+28482,2024-04-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.168,False,Telemetry quality flag downgraded during sensor self-test window.
+28483,2024-04-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.914,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+28484,2024-04-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.627,False,Sensor battery health remains nominal after firmware update.
+28485,2024-04-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Vibration harmonics broadened during extended production run.
+28486,2024-04-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.117,False,Vibration baseline recovered after tool holder replacement.
+28487,2024-04-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.94,True,Press cycle dwell time lengthened during high-volume batch.
+28488,2024-04-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.208,False,Temperature variance narrowed after coolant nozzle cleaning.
+28489,2024-04-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.489,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28490,2024-04-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.499,False,Transient outlier matched forklift impact near cabinet wall.
+28491,2024-04-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.862,True,Operator reset acknowledged after red-tag inspection.
+28492,2024-04-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.835,False,Maintenance note logged for coupling imbalance inspection.
+28493,2024-04-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Hydraulic line pressure oscillation detected under load.
+28494,2024-04-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.961,False,Sensor battery health remains nominal after firmware update.
+28495,2024-04-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.319,True,Quality team requested trace review for lot 24-118B.
+28496,2024-04-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.604,False,Sensor heartbeat delayed by one interval after gateway retry.
+28497,2024-04-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.823,False,Maintenance scheduler deferred calibration due to spare shortage.
+28498,2024-04-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Edge collector replayed buffered events after network recovery.
+28499,2024-04-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.49,True,Condensation warning cleared after dehumidifier ramp-up.
+28500,2024-04-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.629,False,Sensor battery health remains nominal after firmware update.
+28501,2024-04-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.681,False,Telemetry quality flag downgraded during sensor self-test window.
+28502,2024-04-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.63,False,Sensor battery health remains nominal after firmware update.
+28503,2024-04-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.784,True,Compressed air fluctuation introduced pressure noise for two cycles.
+28504,2024-04-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.85,False,Temperature remained elevated during unscheduled overtime run.
+28505,2024-04-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.217,False,Pressure settled back to nominal after valve reseat.
+28506,2024-04-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.465,False,Reliability engineer tagged sample window for model retraining.
+28507,2024-04-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.778,True,Anomaly review flagged possible bearing wear progression.
+28508,2024-04-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.664,False,Operator reset acknowledged after red-tag inspection.
+28509,2024-04-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.049,False,Warning threshold updated for pilot predictive-maintenance model.
+28510,2024-04-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.898,False,Packaging line stop reduced adjacent vibration background.
+28511,2024-04-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.984,True,Edge collector replayed buffered events after network recovery.
+28512,2024-04-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.512,False,Quality team requested trace review for lot 24-118B.
+28513,2024-04-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Temporary gateway failover completed without data loss.
+28514,2024-04-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.938,False,Temporary gateway failover completed without data loss.
+28515,2024-04-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.706,True,Temperature remained elevated during unscheduled overtime run.
+28516,2024-04-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.542,False,Maintenance scheduler deferred calibration due to spare shortage.
+28517,2024-04-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.737,False,Unbalanced load introduced cyclical pressure ripple.
+28518,2024-04-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.775,False,Unbalanced load introduced cyclical pressure ripple.
+28519,2024-04-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.939,True,Air handler maintenance reduced humidity variance on finishing line.
+28520,2024-04-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.85,False,Pressure line purge completed before restart authorization.
+28521,2024-04-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.774,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28522,2024-04-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.622,False,Temperature variance narrowed after coolant nozzle cleaning.
+28523,2024-04-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.792,True,Heat-treat furnace door cycling increased localized temperature spikes.
+28524,2024-04-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.779,False,Shift handoff note referenced unusual noise near press enclosure.
+28525,2024-04-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.806,False,Humidity climbed during dock-door open period in afternoon shift.
+28526,2024-04-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.586,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28527,2024-04-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.447,True,Sensor battery health remains nominal after firmware update.
+28528,2024-04-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.771,False,Quality team requested trace review for lot 24-118B.
+28529,2024-04-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.156,False,Transient outlier matched forklift impact near cabinet wall.
+28530,2024-04-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.868,False,Humidity climbed during dock-door open period in afternoon shift.
+28531,2024-04-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.992,True,Sensor battery health remains nominal after firmware update.
+28532,2024-04-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.128,False,Temporary gateway failover completed without data loss.
+28533,2024-04-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.972,False,Condensation warning cleared after dehumidifier ramp-up.
+28534,2024-04-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.409,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28535,2024-04-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.383,True,Hydraulic line pressure oscillation detected under load.
+28536,2024-04-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.079,False,Humidity readings track seasonal rise across late spring.
+28537,2024-04-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.738,False,Vibration harmonics broadened during extended production run.
+28538,2024-04-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.089,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28539,2024-04-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.871,True,Humidity readings track seasonal rise across late spring.
+28540,2024-04-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.963,False,Reliability engineer tagged sample window for model retraining.
+28541,2024-04-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.502,False,Maintenance note logged for coupling imbalance inspection.
+28542,2024-04-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.69,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28543,2024-04-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.25,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+28544,2024-04-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.557,False,Edge collector replayed buffered events after network recovery.
+28545,2024-04-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Quality hold reduced finishing booth activity for one shift.
+28546,2024-04-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.568,False,Bearing temperature rising faster than baseline on spindle cell.
+28547,2024-04-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.727,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+28548,2024-04-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.912,False,Sensor signal clipping observed during startup surge.
+28549,2024-04-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28550,2024-04-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.904,False,Operator reset acknowledged after red-tag inspection.
+28551,2024-04-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.449,True,Temperature remained elevated during unscheduled overtime run.
+28552,2024-04-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.408,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28553,2024-04-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Press cycle dwell time lengthened during high-volume batch.
+28554,2024-04-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.181,False,Vibration baseline recovered after tool holder replacement.
+28555,2024-04-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.95,True,Packaging line stop reduced adjacent vibration background.
+28556,2024-04-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.022,False,Press cycle dwell time lengthened during high-volume batch.
+28557,2024-04-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Maintenance scheduler deferred calibration due to spare shortage.
+28558,2024-04-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.684,False,Short-lived packet loss observed at edge gateway gw-02.
+28559,2024-04-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.494,True,Ambient temperature stabilized after HVAC stage-two engagement.
+28560,2024-04-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.739,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28561,2024-04-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.967,False,Temporary gateway failover completed without data loss.
+28562,2024-04-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.323,False,Warning threshold updated for pilot predictive-maintenance model.
+28563,2024-04-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.502,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28564,2024-04-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.131,False,Sensor signal clipping observed during startup surge.
+28565,2024-04-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Reliability engineer tagged sample window for model retraining.
+28566,2024-04-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.301,False,Thermal overshoot event coincided with recipe change on furnace.
+28567,2024-04-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.128,True,Humidity excursion near finishing booth during coating run.
+28568,2024-04-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.229,False,Temporary gateway failover completed without data loss.
+28569,2024-04-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.472,False,Operator reset acknowledged after red-tag inspection.
+28570,2024-04-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.638,False,Humidity readings track seasonal rise across late spring.
+28571,2024-04-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.586,True,Reliability engineer tagged sample window for model retraining.
+28572,2024-04-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.587,False,Temperature variance narrowed after coolant nozzle cleaning.
+28573,2024-04-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.661,False,Maintenance scheduler deferred calibration due to spare shortage.
+28574,2024-04-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.086,False,Packaging line stop reduced adjacent vibration background.
+28575,2024-04-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.562,True,Pressure line purge completed before restart authorization.
+28576,2024-04-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.566,False,Shift handoff note referenced unusual noise near press enclosure.
+28577,2024-04-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.183,False,Press cycle dwell time lengthened during high-volume batch.
+28578,2024-04-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.566,False,Reliability engineer tagged sample window for model retraining.
+28579,2024-04-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.843,True,Pressure peak corresponds to oversized billet batch processing.
+28580,2024-04-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.691,False,Maintenance note logged for coupling imbalance inspection.
+28581,2024-04-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Sensor enclosure opened for manual calibration verification.
+28582,2024-04-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.852,False,Short-lived packet loss observed at edge gateway gw-02.
+28583,2024-04-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.066,True,Machine idle period extended during planned sanitation window.
+28584,2024-04-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.897,False,Humidity baseline improved after seal replacement.
+28585,2024-04-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Press cycle dwell time lengthened during high-volume batch.
+28586,2024-04-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.154,False,Maintenance note logged for coupling imbalance inspection.
+28587,2024-04-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.995,True,Hydraulic line pressure oscillation detected under load.
+28588,2024-04-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.445,False,Short-lived packet loss observed at edge gateway gw-02.
+28589,2024-04-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Temperature remained elevated during unscheduled overtime run.
+28590,2024-04-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.987,False,Air handler maintenance reduced humidity variance on finishing line.
+28591,2024-04-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.534,True,Vibration burst exceeds envelope during tool change cycle.
+28592,2024-04-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.562,False,Anomaly review flagged possible bearing wear progression.
+28593,2024-04-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Sensor signal clipping observed during startup surge.
+28594,2024-04-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.911,False,Night shift startup produced higher than normal vibration floor.
+28595,2024-04-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.205,True,Night shift startup produced higher than normal vibration floor.
+28596,2024-04-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.911,False,Thermal overshoot event coincided with recipe change on furnace.
+28597,2024-04-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Hydraulic line pressure oscillation detected under load.
+28598,2024-04-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.766,False,Pressure settled back to nominal after valve reseat.
+28599,2024-04-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.423,True,Condensation warning cleared after dehumidifier ramp-up.
+28600,2024-04-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.769,False,Warning threshold updated for pilot predictive-maintenance model.
+28601,2024-04-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.097,False,Operator reported intermittent chatter on machine CNC-04.
+28602,2024-04-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.287,False,Maintenance note logged for coupling imbalance inspection.
+28603,2024-04-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.494,True,Humidity readings track seasonal rise across late spring.
+28604,2024-04-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.494,False,Maintenance note logged for coupling imbalance inspection.
+28605,2024-04-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28606,2024-04-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.908,False,Night shift startup produced higher than normal vibration floor.
+28607,2024-04-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.091,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28608,2024-04-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.236,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28609,2024-04-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.417,False,Night shift startup produced higher than normal vibration floor.
+28610,2024-04-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.821,False,Calibration check overdue by 11 days for press-line transducer.
+28611,2024-04-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.199,True,Sensor battery health remains nominal after firmware update.
+28612,2024-04-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.68,False,Temporary gateway failover completed without data loss.
+28613,2024-04-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.055,False,Air handler maintenance reduced humidity variance on finishing line.
+28614,2024-04-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.971,False,Quality hold reduced finishing booth activity for one shift.
+28615,2024-04-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.254,True,Packaging line stop reduced adjacent vibration background.
+28616,2024-04-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.421,False,Hydraulic line pressure oscillation detected under load.
+28617,2024-04-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,SCADA backfill inserted two delayed telemetry points.
+28618,2024-04-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.512,False,Humidity climbed during dock-door open period in afternoon shift.
+28619,2024-04-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.957,True,Ambient temperature stabilized after HVAC stage-two engagement.
+28620,2024-04-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.903,False,Humidity excursion near finishing booth during coating run.
+28621,2024-04-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.555,False,Calibration check overdue by 11 days for press-line transducer.
+28622,2024-04-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.541,False,Humidity climbed during dock-door open period in afternoon shift.
+28623,2024-04-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.797,True,Telemetry quality flag downgraded during sensor self-test window.
+28624,2024-04-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.475,False,Machine throughput increase drove sustained pressure uplift.
+28625,2024-04-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Reliability engineer tagged sample window for model retraining.
+28626,2024-04-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.949,False,Pressure line purge completed before restart authorization.
+28627,2024-04-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.363,True,Unbalanced load introduced cyclical pressure ripple.
+28628,2024-04-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.407,False,Hydraulic line pressure oscillation detected under load.
+28629,2024-04-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.203,False,Bearing temperature rising faster than baseline on spindle cell.
+28630,2024-04-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.158,False,Machine idle period extended during planned sanitation window.
+28631,2024-04-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.012,True,Quality hold reduced finishing booth activity for one shift.
+28632,2024-04-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.063,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28633,2024-04-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.79,False,Vibration burst exceeds envelope during tool change cycle.
+28634,2024-04-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.825,False,Temporary gateway failover completed without data loss.
+28635,2024-04-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.058,True,Air handler maintenance reduced humidity variance on finishing line.
+28636,2024-04-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.47,False,Humidity climbed during dock-door open period in afternoon shift.
+28637,2024-04-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.57,False,Vibration baseline recovered after tool holder replacement.
+28638,2024-04-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.586,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28639,2024-04-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.371,True,Heat-treat furnace door cycling increased localized temperature spikes.
+28640,2024-04-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.107,False,Anomaly review flagged possible bearing wear progression.
+28641,2024-04-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.816,False,Short-lived packet loss observed at edge gateway gw-02.
+28642,2024-04-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.027,False,Humidity excursion near finishing booth during coating run.
+28643,2024-04-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Bearing temperature rising faster than baseline on spindle cell.
+28644,2024-04-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.162,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28645,2024-04-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Supervisory alert generated after three consecutive threshold breaches.
+28646,2024-04-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.058,False,Sensor heartbeat delayed by one interval after gateway retry.
+28647,2024-04-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.913,True,Vibration burst exceeds envelope during tool change cycle.
+28648,2024-04-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.414,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28649,2024-04-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.807,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28650,2024-04-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.513,False,Hydraulic line pressure oscillation detected under load.
+28651,2024-04-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.555,True,Humidity excursion near finishing booth during coating run.
+28652,2024-04-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.598,False,Maintenance note logged for coupling imbalance inspection.
+28653,2024-04-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Machine throughput increase drove sustained pressure uplift.
+28654,2024-04-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.881,False,Telemetry quality flag downgraded during sensor self-test window.
+28655,2024-04-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.955,True,Temperature remained elevated during unscheduled overtime run.
+28656,2024-04-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.418,False,Night shift startup produced higher than normal vibration floor.
+28657,2024-04-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Hydraulic line pressure oscillation detected under load.
+28658,2024-04-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.921,False,Maintenance note logged for coupling imbalance inspection.
+28659,2024-04-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.529,True,Coolant loop adjustment reduced chamber temperature spread.
+28660,2024-04-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.201,False,Sensor signal clipping observed during startup surge.
+28661,2024-04-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,Humidity excursion near finishing booth during coating run.
+28662,2024-04-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.863,False,Bearing temperature rising faster than baseline on spindle cell.
+28663,2024-04-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.046,True,Sensor heartbeat delayed by one interval after gateway retry.
+28664,2024-04-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.637,False,Dust extraction fan offline for 18 minutes on line finishing.
+28665,2024-04-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28666,2024-04-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Reliability engineer tagged sample window for model retraining.
+28667,2024-04-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.104,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28668,2024-04-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.852,False,Short-lived packet loss observed at edge gateway gw-02.
+28669,2024-04-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.067,False,Warning threshold updated for pilot predictive-maintenance model.
+28670,2024-04-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.447,False,Dust extraction fan offline for 18 minutes on line finishing.
+28671,2024-04-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.334,True,Sensor signal clipping observed during startup surge.
+28672,2024-04-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.916,False,Sensor heartbeat delayed by one interval after gateway retry.
+28673,2024-04-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.956,False,SCADA backfill inserted two delayed telemetry points.
+28674,2024-04-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.053,False,Temperature remained elevated during unscheduled overtime run.
+28675,2024-04-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.09,True,Humidity readings track seasonal rise across late spring.
+28676,2024-04-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.864,False,Edge collector replayed buffered events after network recovery.
+28677,2024-04-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.939,False,Warning threshold updated for pilot predictive-maintenance model.
+28678,2024-04-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.303,False,Thermal ramp exceeded expected warmup curve before shift start.
+28679,2024-04-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.965,True,Bearing temperature rising faster than baseline on spindle cell.
+28680,2024-04-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.094,False,Humidity climbed during dock-door open period in afternoon shift.
+28681,2024-04-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.644,False,Condensation warning cleared after dehumidifier ramp-up.
+28682,2024-04-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.212,False,Operator reset acknowledged after red-tag inspection.
+28683,2024-04-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.388,True,Sensor 3 drift suspected after cross-check with manual gauge.
+28684,2024-04-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.97,False,Calibration check overdue by 11 days for press-line transducer.
+28685,2024-04-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Bearing temperature rising faster than baseline on spindle cell.
+28686,2024-04-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.491,False,SCADA backfill inserted two delayed telemetry points.
+28687,2024-04-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.404,True,Vibration burst exceeds envelope during tool change cycle.
+28688,2024-04-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.274,False,Sensor heartbeat delayed by one interval after gateway retry.
+28689,2024-04-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28690,2024-04-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.486,False,Thermal ramp exceeded expected warmup curve before shift start.
+28691,2024-04-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.103,True,Machine throughput increase drove sustained pressure uplift.
+28692,2024-04-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.847,False,Operator reset acknowledged after red-tag inspection.
+28693,2024-04-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28694,2024-04-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.547,False,Machine idle period extended during planned sanitation window.
+28695,2024-04-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.717,True,Humidity excursion near finishing booth during coating run.
+28696,2024-04-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.397,False,Telemetry quality flag downgraded during sensor self-test window.
+28697,2024-04-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Humidity climbed during dock-door open period in afternoon shift.
+28698,2024-04-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.656,False,Supervisory alert generated after three consecutive threshold breaches.
+28699,2024-04-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.598,True,Pressure line purge completed before restart authorization.
+28700,2024-04-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.104,False,Coolant loop adjustment reduced chamber temperature spread.
+28701,2024-04-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.577,False,Humidity excursion near finishing booth during coating run.
+28702,2024-04-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.03,False,Temporary gateway failover completed without data loss.
+28703,2024-04-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.119,True,Pressure peak corresponds to oversized billet batch processing.
+28704,2024-04-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.499,False,Sensor heartbeat delayed by one interval after gateway retry.
+28705,2024-04-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Air handler maintenance reduced humidity variance on finishing line.
+28706,2024-04-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28707,2024-04-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.373,True,Thermal overshoot event coincided with recipe change on furnace.
+28708,2024-04-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.135,False,Air handler maintenance reduced humidity variance on finishing line.
+28709,2024-04-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.437,False,Condensation warning cleared after dehumidifier ramp-up.
+28710,2024-04-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.944,False,Operator reset acknowledged after red-tag inspection.
+28711,2024-04-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.128,True,Night shift startup produced higher than normal vibration floor.
+28712,2024-04-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.433,False,Bearing temperature rising faster than baseline on spindle cell.
+28713,2024-04-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28714,2024-04-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.787,False,Dust extraction fan offline for 18 minutes on line finishing.
+28715,2024-04-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.256,True,Humidity readings track seasonal rise across late spring.
+28716,2024-04-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.729,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28717,2024-04-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Machine idle period extended during planned sanitation window.
+28718,2024-04-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.564,False,Temperature remained elevated during unscheduled overtime run.
+28719,2024-04-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.345,True,Transient outlier matched forklift impact near cabinet wall.
+28720,2024-04-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.098,False,Temporary gateway failover completed without data loss.
+28721,2024-04-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.262,False,Humidity baseline improved after seal replacement.
+28722,2024-04-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.128,False,Transient outlier matched forklift impact near cabinet wall.
+28723,2024-04-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.882,True,Temperature variance narrowed after coolant nozzle cleaning.
+28724,2024-04-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.763,False,Coolant loop adjustment reduced chamber temperature spread.
+28725,2024-04-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Humidity climbed during dock-door open period in afternoon shift.
+28726,2024-04-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.868,False,Pressure settled back to nominal after valve reseat.
+28727,2024-04-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.529,True,Telemetry quality flag downgraded during sensor self-test window.
+28728,2024-04-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.833,False,Sensor battery health remains nominal after firmware update.
+28729,2024-04-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Transient outlier matched forklift impact near cabinet wall.
+28730,2024-04-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.882,False,Pressure line purge completed before restart authorization.
+28731,2024-04-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.225,True,Warning threshold updated for pilot predictive-maintenance model.
+28732,2024-04-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.601,False,Packaging line stop reduced adjacent vibration background.
+28733,2024-04-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.344,False,Machine throughput increase drove sustained pressure uplift.
+28734,2024-04-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.573,False,SCADA backfill inserted two delayed telemetry points.
+28735,2024-04-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.96,True,Supervisory alert generated after three consecutive threshold breaches.
+28736,2024-04-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.373,False,Air handler maintenance reduced humidity variance on finishing line.
+28737,2024-04-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Vibration harmonics broadened during extended production run.
+28738,2024-04-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.48,False,Dust extraction fan offline for 18 minutes on line finishing.
+28739,2024-04-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.655,True,Condensation warning cleared after dehumidifier ramp-up.
+28740,2024-04-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.86,False,Unbalanced load introduced cyclical pressure ripple.
+28741,2024-04-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28742,2024-04-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.245,False,Calibration check overdue by 11 days for press-line transducer.
+28743,2024-04-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.431,True,Edge collector replayed buffered events after network recovery.
+28744,2024-04-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.564,False,Quality hold reduced finishing booth activity for one shift.
+28745,2024-04-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Humidity baseline improved after seal replacement.
+28746,2024-04-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.284,False,Vibration baseline recovered after tool holder replacement.
+28747,2024-04-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.163,True,Thermal overshoot event coincided with recipe change on furnace.
+28748,2024-04-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.133,False,Humidity climbed during dock-door open period in afternoon shift.
+28749,2024-04-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.545,False,Humidity baseline improved after seal replacement.
+28750,2024-04-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.694,False,Thermal ramp exceeded expected warmup curve before shift start.
+28751,2024-04-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.028,True,Maintenance scheduler deferred calibration due to spare shortage.
+28752,2024-04-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.526,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28753,2024-04-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Edge collector replayed buffered events after network recovery.
+28754,2024-04-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.5,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28755,2024-04-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.269,True,Dust extraction fan offline for 18 minutes on line finishing.
+28756,2024-04-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.969,False,Pressure line purge completed before restart authorization.
+28757,2024-04-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Operator reset acknowledged after red-tag inspection.
+28758,2024-04-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Night shift startup produced higher than normal vibration floor.
+28759,2024-04-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.794,True,Quality team requested trace review for lot 24-118B.
+28760,2024-04-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28761,2024-04-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.663,False,Machine idle period extended during planned sanitation window.
+28762,2024-04-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.443,False,Pressure line purge completed before restart authorization.
+28763,2024-04-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.291,True,Operator reset acknowledged after red-tag inspection.
+28764,2024-04-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.45,False,Humidity excursion near finishing booth during coating run.
+28765,2024-04-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.951,False,Sensor enclosure opened for manual calibration verification.
+28766,2024-04-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.3,False,Telemetry quality flag downgraded during sensor self-test window.
+28767,2024-04-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.252,True,Hydraulic line pressure oscillation detected under load.
+28768,2024-04-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.395,False,Hydraulic line pressure oscillation detected under load.
+28769,2024-04-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.919,False,Supervisory alert generated after three consecutive threshold breaches.
+28770,2024-04-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.649,False,Vibration baseline recovered after tool holder replacement.
+28771,2024-04-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.271,True,Sensor enclosure opened for manual calibration verification.
+28772,2024-04-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28773,2024-04-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.779,False,Coolant loop adjustment reduced chamber temperature spread.
+28774,2024-04-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.786,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28775,2024-04-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.328,True,Sensor heartbeat delayed by one interval after gateway retry.
+28776,2024-04-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.325,False,Supervisory alert generated after three consecutive threshold breaches.
+28777,2024-04-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28778,2024-04-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.499,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28779,2024-04-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.581,True,Coolant loop adjustment reduced chamber temperature spread.
+28780,2024-04-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.867,False,Condensation warning cleared after dehumidifier ramp-up.
+28781,2024-04-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.506,False,SCADA backfill inserted two delayed telemetry points.
+28782,2024-04-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.573,False,Machine throughput increase drove sustained pressure uplift.
+28783,2024-04-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.092,True,SCADA backfill inserted two delayed telemetry points.
+28784,2024-04-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.13,False,Pressure line purge completed before restart authorization.
+28785,2024-04-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Thermal overshoot event coincided with recipe change on furnace.
+28786,2024-04-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.565,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28787,2024-04-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.572,True,Operator reported intermittent chatter on machine CNC-04.
+28788,2024-04-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.081,False,Operator reset acknowledged after red-tag inspection.
+28789,2024-04-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,Dust extraction fan offline for 18 minutes on line finishing.
+28790,2024-04-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.555,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28791,2024-04-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.314,True,Anomaly review flagged possible bearing wear progression.
+28792,2024-04-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.554,False,Bearing temperature rising faster than baseline on spindle cell.
+28793,2024-04-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.242,False,Short-lived packet loss observed at edge gateway gw-02.
+28794,2024-04-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.645,False,Machine idle period extended during planned sanitation window.
+28795,2024-04-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.371,True,Temperature variance narrowed after coolant nozzle cleaning.
+28796,2024-04-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.949,False,Humidity excursion near finishing booth during coating run.
+28797,2024-04-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Sensor signal clipping observed during startup surge.
+28798,2024-04-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.387,False,Humidity baseline improved after seal replacement.
+28799,2024-04-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.607,True,Unbalanced load introduced cyclical pressure ripple.
+28800,2024-04-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.063,False,Sensor enclosure opened for manual calibration verification.
+28801,2024-04-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28802,2024-04-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.371,False,Unbalanced load introduced cyclical pressure ripple.
+28803,2024-04-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.657,True,Press cycle dwell time lengthened during high-volume batch.
+28804,2024-04-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.857,False,Operator reported intermittent chatter on machine CNC-04.
+28805,2024-04-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.847,False,Maintenance note logged for coupling imbalance inspection.
+28806,2024-04-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.81,False,Anomaly review flagged possible bearing wear progression.
+28807,2024-04-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.778,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+28808,2024-04-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.952,False,Sensor heartbeat delayed by one interval after gateway retry.
+28809,2024-04-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Machine throughput increase drove sustained pressure uplift.
+28810,2024-04-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.037,False,Humidity readings track seasonal rise across late spring.
+28811,2024-04-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.047,True,Pressure peak corresponds to oversized billet batch processing.
+28812,2024-04-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.241,False,Bearing temperature rising faster than baseline on spindle cell.
+28813,2024-04-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,SCADA backfill inserted two delayed telemetry points.
+28814,2024-04-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.716,False,Sensor heartbeat delayed by one interval after gateway retry.
+28815,2024-04-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.981,True,Operator reported intermittent chatter on machine CNC-04.
+28816,2024-04-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.641,False,Thermal ramp exceeded expected warmup curve before shift start.
+28817,2024-04-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Calibration check overdue by 11 days for press-line transducer.
+28818,2024-04-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.357,False,Maintenance crew confirmed lubrication interval was missed.
+28819,2024-04-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.223,True,Unbalanced load introduced cyclical pressure ripple.
+28820,2024-04-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.334,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28821,2024-04-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28822,2024-04-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.423,False,SCADA backfill inserted two delayed telemetry points.
+28823,2024-04-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.118,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28824,2024-04-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.323,False,Reliability engineer tagged sample window for model retraining.
+28825,2024-04-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.004,False,Humidity excursion near finishing booth during coating run.
+28826,2024-04-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.25,False,Sensor heartbeat delayed by one interval after gateway retry.
+28827,2024-04-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.614,True,Air handler maintenance reduced humidity variance on finishing line.
+28828,2024-04-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.373,False,Sensor signal clipping observed during startup surge.
+28829,2024-04-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Quality team requested trace review for lot 24-118B.
+28830,2024-04-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.008,False,Thermal ramp exceeded expected warmup curve before shift start.
+28831,2024-04-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.621,True,Machine throughput increase drove sustained pressure uplift.
+28832,2024-04-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.182,False,Quality team requested trace review for lot 24-118B.
+28833,2024-04-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.13,False,Temperature variance narrowed after coolant nozzle cleaning.
+28834,2024-04-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.533,False,Sensor heartbeat delayed by one interval after gateway retry.
+28835,2024-04-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.941,True,Humidity readings track seasonal rise across late spring.
+28836,2024-04-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.128,False,Temporary gateway failover completed without data loss.
+28837,2024-04-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Thermal ramp exceeded expected warmup curve before shift start.
+28838,2024-04-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28839,2024-04-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.277,True,Pressure line purge completed before restart authorization.
+28840,2024-04-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.547,False,Warning threshold updated for pilot predictive-maintenance model.
+28841,2024-04-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.023,False,Quality hold reduced finishing booth activity for one shift.
+28842,2024-04-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.536,False,Calibration check overdue by 11 days for press-line transducer.
+28843,2024-04-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.696,True,Temporary gateway failover completed without data loss.
+28844,2024-04-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.498,False,Calibration check overdue by 11 days for press-line transducer.
+28845,2024-04-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28846,2024-04-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.992,False,Temperature remained elevated during unscheduled overtime run.
+28847,2024-04-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.598,True,Temporary gateway failover completed without data loss.
+28848,2024-04-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.632,False,Shift handoff note referenced unusual noise near press enclosure.
+28849,2024-04-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.236,False,Temperature variance narrowed after coolant nozzle cleaning.
+28850,2024-04-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.46,False,Machine throughput increase drove sustained pressure uplift.
+28851,2024-04-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.104,True,Humidity excursion near finishing booth during coating run.
+28852,2024-04-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.934,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28853,2024-04-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Sensor heartbeat delayed by one interval after gateway retry.
+28854,2024-04-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.525,False,Thermal overshoot event coincided with recipe change on furnace.
+28855,2024-04-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.049,True,Thermal ramp exceeded expected warmup curve before shift start.
+28856,2024-04-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.447,False,Sensor heartbeat delayed by one interval after gateway retry.
+28857,2024-04-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Supervisory alert generated after three consecutive threshold breaches.
+28858,2024-04-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.514,False,Telemetry quality flag downgraded during sensor self-test window.
+28859,2024-04-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.239,True,Maintenance note logged for coupling imbalance inspection.
+28860,2024-04-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.38,False,Machine idle period extended during planned sanitation window.
+28861,2024-04-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.763,False,Pressure line purge completed before restart authorization.
+28862,2024-04-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.223,False,Pressure settled back to nominal after valve reseat.
+28863,2024-04-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.986,True,Coolant loop adjustment reduced chamber temperature spread.
+28864,2024-04-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.133,False,Bearing temperature rising faster than baseline on spindle cell.
+28865,2024-04-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Anomaly review flagged possible bearing wear progression.
+28866,2024-04-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.879,False,Night shift startup produced higher than normal vibration floor.
+28867,2024-04-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.665,True,Thermal overshoot event coincided with recipe change on furnace.
+28868,2024-04-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.471,False,Vibration burst exceeds envelope during tool change cycle.
+28869,2024-04-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.152,False,Humidity climbed during dock-door open period in afternoon shift.
+28870,2024-04-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.584,False,Unbalanced load introduced cyclical pressure ripple.
+28871,2024-04-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.233,True,Vibration harmonics broadened during extended production run.
+28872,2024-04-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.69,False,Sensor enclosure opened for manual calibration verification.
+28873,2024-04-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.345,False,Sensor battery health remains nominal after firmware update.
+28874,2024-04-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.014,False,Humidity climbed during dock-door open period in afternoon shift.
+28875,2024-04-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.485,True,Bearing temperature rising faster than baseline on spindle cell.
+28876,2024-04-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.835,False,Thermal ramp exceeded expected warmup curve before shift start.
+28877,2024-04-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Pressure settled back to nominal after valve reseat.
+28878,2024-04-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.724,False,Dust extraction fan offline for 18 minutes on line finishing.
+28879,2024-04-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.381,True,Maintenance note logged for coupling imbalance inspection.
+28880,2024-04-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.968,False,Vibration burst exceeds envelope during tool change cycle.
+28881,2024-04-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Maintenance crew confirmed lubrication interval was missed.
+28882,2024-04-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.147,False,Vibration baseline recovered after tool holder replacement.
+28883,2024-04-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+28884,2024-04-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.31,False,Coolant loop adjustment reduced chamber temperature spread.
+28885,2024-04-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.691,False,Calibration check overdue by 11 days for press-line transducer.
+28886,2024-04-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.35,False,Maintenance crew confirmed lubrication interval was missed.
+28887,2024-04-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.227,True,Edge collector replayed buffered events after network recovery.
+28888,2024-04-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.906,False,Edge collector replayed buffered events after network recovery.
+28889,2024-04-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.255,False,Maintenance scheduler deferred calibration due to spare shortage.
+28890,2024-04-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.882,False,Temperature variance narrowed after coolant nozzle cleaning.
+28891,2024-04-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.796,True,Quality hold reduced finishing booth activity for one shift.
+28892,2024-04-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.655,False,Warning threshold updated for pilot predictive-maintenance model.
+28893,2024-04-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Night shift startup produced higher than normal vibration floor.
+28894,2024-04-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.607,False,Night shift startup produced higher than normal vibration floor.
+28895,2024-04-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.316,True,Humidity readings track seasonal rise across late spring.
+28896,2024-04-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.223,False,Vibration burst exceeds envelope during tool change cycle.
+28897,2024-04-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.042,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28898,2024-04-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.977,False,Humidity climbed during dock-door open period in afternoon shift.
+28899,2024-04-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.733,True,Night shift startup produced higher than normal vibration floor.
+28900,2024-04-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.731,False,SCADA backfill inserted two delayed telemetry points.
+28901,2024-04-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.518,False,Pressure peak corresponds to oversized billet batch processing.
+28902,2024-04-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.098,False,Ambient temperature stabilized after HVAC stage-two engagement.
+28903,2024-04-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.435,True,Humidity readings track seasonal rise across late spring.
+28904,2024-04-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.328,False,Humidity readings track seasonal rise across late spring.
+28905,2024-04-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Dust extraction fan offline for 18 minutes on line finishing.
+28906,2024-04-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.123,False,Hydraulic line pressure oscillation detected under load.
+28907,2024-04-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.902,True,Anomaly review flagged possible bearing wear progression.
+28908,2024-04-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.954,False,Maintenance note logged for coupling imbalance inspection.
+28909,2024-04-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Temporary gateway failover completed without data loss.
+28910,2024-04-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.028,False,Unbalanced load introduced cyclical pressure ripple.
+28911,2024-04-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.76,True,Coolant loop adjustment reduced chamber temperature spread.
+28912,2024-04-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Operator reset acknowledged after red-tag inspection.
+28913,2024-04-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.653,False,Telemetry quality flag downgraded during sensor self-test window.
+28914,2024-04-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.737,False,Machine throughput increase drove sustained pressure uplift.
+28915,2024-04-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.698,True,Humidity baseline improved after seal replacement.
+28916,2024-04-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.944,False,Edge collector replayed buffered events after network recovery.
+28917,2024-04-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Maintenance scheduler deferred calibration due to spare shortage.
+28918,2024-04-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.836,False,Coolant loop adjustment reduced chamber temperature spread.
+28919,2024-04-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.21,True,Pressure settled back to nominal after valve reseat.
+28920,2024-04-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.521,False,Transient outlier matched forklift impact near cabinet wall.
+28921,2024-04-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Vibration burst exceeds envelope during tool change cycle.
+28922,2024-04-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.554,False,Anomaly review flagged possible bearing wear progression.
+28923,2024-04-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.112,True,Temporary gateway failover completed without data loss.
+28924,2024-04-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.695,False,Sensor battery health remains nominal after firmware update.
+28925,2024-04-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Coolant loop adjustment reduced chamber temperature spread.
+28926,2024-04-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.695,False,Condensation warning cleared after dehumidifier ramp-up.
+28927,2024-04-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.272,True,Short-lived packet loss observed at edge gateway gw-02.
+28928,2024-04-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.815,False,Vibration burst exceeds envelope during tool change cycle.
+28929,2024-04-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Anomaly review flagged possible bearing wear progression.
+28930,2024-04-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.996,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28931,2024-04-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.985,True,Edge collector replayed buffered events after network recovery.
+28932,2024-04-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.278,False,Warning threshold updated for pilot predictive-maintenance model.
+28933,2024-04-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Night shift startup produced higher than normal vibration floor.
+28934,2024-04-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.239,False,SCADA backfill inserted two delayed telemetry points.
+28935,2024-04-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.975,True,Humidity excursion near finishing booth during coating run.
+28936,2024-04-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28937,2024-04-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.912,False,Sensor enclosure opened for manual calibration verification.
+28938,2024-04-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+28939,2024-04-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.732,True,Dust extraction fan offline for 18 minutes on line finishing.
+28940,2024-04-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.268,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28941,2024-04-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.403,False,Humidity excursion near finishing booth during coating run.
+28942,2024-04-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Shift handoff note referenced unusual noise near press enclosure.
+28943,2024-04-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.464,True,Humidity baseline improved after seal replacement.
+28944,2024-04-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.222,False,Night shift startup produced higher than normal vibration floor.
+28945,2024-04-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Hydraulic line pressure oscillation detected under load.
+28946,2024-04-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.254,False,Temporary gateway failover completed without data loss.
+28947,2024-04-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.569,True,Sensor enclosure opened for manual calibration verification.
+28948,2024-04-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.424,False,Telemetry quality flag downgraded during sensor self-test window.
+28949,2024-04-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Temperature variance narrowed after coolant nozzle cleaning.
+28950,2024-04-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.572,False,Sensor signal clipping observed during startup surge.
+28951,2024-04-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.88,True,Humidity readings track seasonal rise across late spring.
+28952,2024-04-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.944,False,Quality team requested trace review for lot 24-118B.
+28953,2024-04-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.254,False,Condensation warning cleared after dehumidifier ramp-up.
+28954,2024-04-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.225,False,Sensor battery health remains nominal after firmware update.
+28955,2024-04-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.872,True,Compressed air fluctuation introduced pressure noise for two cycles.
+28956,2024-04-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.349,False,Operator reset acknowledged after red-tag inspection.
+28957,2024-04-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.21,False,Condensation warning cleared after dehumidifier ramp-up.
+28958,2024-04-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.998,False,Air handler maintenance reduced humidity variance on finishing line.
+28959,2024-04-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.042,True,Vibration burst exceeds envelope during tool change cycle.
+28960,2024-04-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.911,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+28961,2024-04-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Pressure peak corresponds to oversized billet batch processing.
+28962,2024-04-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.759,False,Maintenance note logged for coupling imbalance inspection.
+28963,2024-04-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.395,True,Shift handoff note referenced unusual noise near press enclosure.
+28964,2024-04-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.823,False,Sensor heartbeat delayed by one interval after gateway retry.
+28965,2024-04-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.921,False,Vibration baseline recovered after tool holder replacement.
+28966,2024-04-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.598,False,Sensor signal clipping observed during startup surge.
+28967,2024-04-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.306,True,Quality team requested trace review for lot 24-118B.
+28968,2024-04-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
+28969,2024-04-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.236,False,SCADA backfill inserted two delayed telemetry points.
+28970,2024-04-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.485,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+28971,2024-04-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.395,True,Quality hold reduced finishing booth activity for one shift.
+28972,2024-04-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.816,False,Press cycle dwell time lengthened during high-volume batch.
+28973,2024-04-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.523,False,Humidity climbed during dock-door open period in afternoon shift.
+28974,2024-04-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.949,False,Vibration baseline recovered after tool holder replacement.
+28975,2024-04-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.386,True,Maintenance note logged for coupling imbalance inspection.
+28976,2024-04-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.495,False,Quality team requested trace review for lot 24-118B.
+28977,2024-04-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.39,False,Shift handoff note referenced unusual noise near press enclosure.
+28978,2024-04-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.816,False,Quality hold reduced finishing booth activity for one shift.
+28979,2024-04-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.724,True,Operator reported intermittent chatter on machine CNC-04.
+28980,2024-04-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.862,False,SCADA backfill inserted two delayed telemetry points.
+28981,2024-04-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Press cycle dwell time lengthened during high-volume batch.
+28982,2024-04-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.385,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28983,2024-04-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.406,True,Pressure line purge completed before restart authorization.
+28984,2024-04-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.964,False,Pressure line purge completed before restart authorization.
+28985,2024-04-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Humidity baseline improved after seal replacement.
+28986,2024-04-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.903,False,Short-lived packet loss observed at edge gateway gw-02.
+28987,2024-04-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.578,True,Machine throughput increase drove sustained pressure uplift.
+28988,2024-04-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.807,False,Sensor 3 drift suspected after cross-check with manual gauge.
+28989,2024-04-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Telemetry quality flag downgraded during sensor self-test window.
+28990,2024-04-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.226,False,Short-lived packet loss observed at edge gateway gw-02.
+28991,2024-04-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.999,True,Packaging line stop reduced adjacent vibration background.
+28992,2024-04-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.942,False,Packaging line stop reduced adjacent vibration background.
+28993,2024-04-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Air handler maintenance reduced humidity variance on finishing line.
+28994,2024-04-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.776,False,Maintenance note logged for coupling imbalance inspection.
+28995,2024-04-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.656,True,Quality team requested trace review for lot 24-118B.
+28996,2024-04-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.846,False,Compressed air fluctuation introduced pressure noise for two cycles.
+28997,2024-04-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.773,False,Press cycle dwell time lengthened during high-volume batch.
+28998,2024-04-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.664,False,Air handler maintenance reduced humidity variance on finishing line.
+28999,2024-04-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.626,True,Sensor battery health remains nominal after firmware update.
+29000,2024-04-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.779,False,Humidity climbed during dock-door open period in afternoon shift.
+29001,2024-04-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Unbalanced load introduced cyclical pressure ripple.
+29002,2024-04-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.562,False,Quality team requested trace review for lot 24-118B.
+29003,2024-04-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.395,True,Humidity readings track seasonal rise across late spring.
+29004,2024-04-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.766,False,Temporary gateway failover completed without data loss.
+29005,2024-04-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Air handler maintenance reduced humidity variance on finishing line.
+29006,2024-04-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.917,False,Machine throughput increase drove sustained pressure uplift.
+29007,2024-04-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.607,True,Dust extraction fan offline for 18 minutes on line finishing.
+29008,2024-04-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,56.901,False,Machine throughput increase drove sustained pressure uplift.
+29009,2024-04-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.45,False,Machine throughput increase drove sustained pressure uplift.
+29010,2024-04-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.355,False,Temporary gateway failover completed without data loss.
+29011,2024-04-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.88,True,Maintenance crew confirmed lubrication interval was missed.
+29012,2024-04-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.786,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29013,2024-04-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Warning threshold updated for pilot predictive-maintenance model.
+29014,2024-04-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29015,2024-04-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.617,True,Temperature variance narrowed after coolant nozzle cleaning.
+29016,2024-04-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.846,False,Packaging line stop reduced adjacent vibration background.
+29017,2024-04-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.151,False,Dust extraction fan offline for 18 minutes on line finishing.
+29018,2024-04-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.447,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29019,2024-04-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.402,True,Dust extraction fan offline for 18 minutes on line finishing.
+29020,2024-04-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.512,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29021,2024-04-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.166,False,Anomaly review flagged possible bearing wear progression.
+29022,2024-04-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.832,False,Pressure settled back to nominal after valve reseat.
+29023,2024-04-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.47,True,Thermal ramp exceeded expected warmup curve before shift start.
+29024,2024-04-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.325,False,SCADA backfill inserted two delayed telemetry points.
+29025,2024-04-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Air handler maintenance reduced humidity variance on finishing line.
+29026,2024-04-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.956,False,Unbalanced load introduced cyclical pressure ripple.
+29027,2024-04-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.377,True,Air handler maintenance reduced humidity variance on finishing line.
+29028,2024-04-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.021,False,Sensor enclosure opened for manual calibration verification.
+29029,2024-04-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Calibration check overdue by 11 days for press-line transducer.
+29030,2024-04-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.12,False,Condensation warning cleared after dehumidifier ramp-up.
+29031,2024-04-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.792,True,Vibration baseline recovered after tool holder replacement.
+29032,2024-04-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.746,False,Sensor signal clipping observed during startup surge.
+29033,2024-04-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Sensor battery health remains nominal after firmware update.
+29034,2024-04-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.885,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29035,2024-04-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.027,True,Night shift startup produced higher than normal vibration floor.
+29036,2024-04-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.159,False,Humidity baseline improved after seal replacement.
+29037,2024-04-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Maintenance crew confirmed lubrication interval was missed.
+29038,2024-04-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.033,False,Short-lived packet loss observed at edge gateway gw-02.
+29039,2024-04-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.731,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+29040,2024-04-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.375,False,Temperature variance narrowed after coolant nozzle cleaning.
+29041,2024-04-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.122,False,SCADA backfill inserted two delayed telemetry points.
+29042,2024-04-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.01,False,Packaging line stop reduced adjacent vibration background.
+29043,2024-04-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.032,True,Supervisory alert generated after three consecutive threshold breaches.
+29044,2024-04-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.996,False,SCADA backfill inserted two delayed telemetry points.
+29045,2024-04-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.15,False,Warning threshold updated for pilot predictive-maintenance model.
+29046,2024-04-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.22,False,Maintenance note logged for coupling imbalance inspection.
+29047,2024-04-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.819,True,Humidity readings track seasonal rise across late spring.
+29048,2024-04-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.808,False,Sensor enclosure opened for manual calibration verification.
+29049,2024-04-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Temperature variance narrowed after coolant nozzle cleaning.
+29050,2024-04-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.479,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29051,2024-04-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.357,True,Vibration burst exceeds envelope during tool change cycle.
+29052,2024-04-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.088,False,Vibration harmonics broadened during extended production run.
+29053,2024-04-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Maintenance note logged for coupling imbalance inspection.
+29054,2024-04-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.482,False,Sensor enclosure opened for manual calibration verification.
+29055,2024-04-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.415,True,Maintenance note logged for coupling imbalance inspection.
+29056,2024-04-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.631,False,Transient outlier matched forklift impact near cabinet wall.
+29057,2024-04-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.003,False,Temperature remained elevated during unscheduled overtime run.
+29058,2024-04-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.867,False,Machine throughput increase drove sustained pressure uplift.
+29059,2024-04-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.518,True,Operator reset acknowledged after red-tag inspection.
+29060,2024-04-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.446,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29061,2024-04-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29062,2024-04-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.411,False,Pressure settled back to nominal after valve reseat.
+29063,2024-04-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.845,True,Warning threshold updated for pilot predictive-maintenance model.
+29064,2024-04-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.25,False,Operator reported intermittent chatter on machine CNC-04.
+29065,2024-04-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Telemetry quality flag downgraded during sensor self-test window.
+29066,2024-04-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.19,False,Supervisory alert generated after three consecutive threshold breaches.
+29067,2024-04-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.297,True,Dust extraction fan offline for 18 minutes on line finishing.
+29068,2024-04-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.33,False,Supervisory alert generated after three consecutive threshold breaches.
+29069,2024-04-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.048,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29070,2024-04-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.431,False,Coolant loop adjustment reduced chamber temperature spread.
+29071,2024-04-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.53,True,Temperature variance narrowed after coolant nozzle cleaning.
+29072,2024-04-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.476,False,Vibration burst exceeds envelope during tool change cycle.
+29073,2024-04-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.061,False,Machine throughput increase drove sustained pressure uplift.
+29074,2024-04-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.606,False,Machine idle period extended during planned sanitation window.
+29075,2024-04-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.861,True,Edge collector replayed buffered events after network recovery.
+29076,2024-04-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.781,False,Humidity climbed during dock-door open period in afternoon shift.
+29077,2024-04-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.459,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29078,2024-04-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.034,False,Unbalanced load introduced cyclical pressure ripple.
+29079,2024-04-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.014,True,Sensor enclosure opened for manual calibration verification.
+29080,2024-04-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.17,False,Short-lived packet loss observed at edge gateway gw-02.
+29081,2024-04-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Sensor battery health remains nominal after firmware update.
+29082,2024-04-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.746,False,Hydraulic line pressure oscillation detected under load.
+29083,2024-04-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.336,True,Warning threshold updated for pilot predictive-maintenance model.
+29084,2024-04-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.918,False,Pressure settled back to nominal after valve reseat.
+29085,2024-04-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29086,2024-04-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.627,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29087,2024-04-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,True,Unbalanced load introduced cyclical pressure ripple.
+29088,2024-04-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.764,False,Machine idle period extended during planned sanitation window.
+29089,2024-04-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.732,False,Quality team requested trace review for lot 24-118B.
+29090,2024-04-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.9,False,Dust extraction fan offline for 18 minutes on line finishing.
+29091,2024-04-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.134,True,Transient outlier matched forklift impact near cabinet wall.
+29092,2024-04-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.75,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29093,2024-04-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.337,False,Humidity climbed during dock-door open period in afternoon shift.
+29094,2024-04-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.909,False,Packaging line stop reduced adjacent vibration background.
+29095,2024-04-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.043,True,Vibration baseline recovered after tool holder replacement.
+29096,2024-04-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.624,False,Unbalanced load introduced cyclical pressure ripple.
+29097,2024-04-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.066,False,Coolant loop adjustment reduced chamber temperature spread.
+29098,2024-04-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.881,False,Operator reset acknowledged after red-tag inspection.
+29099,2024-04-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.768,True,Quality hold reduced finishing booth activity for one shift.
+29100,2024-04-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.312,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29101,2024-04-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,Night shift startup produced higher than normal vibration floor.
+29102,2024-04-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.976,False,Packaging line stop reduced adjacent vibration background.
+29103,2024-04-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.023,True,Sensor battery health remains nominal after firmware update.
+29104,2024-04-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.6,False,Coolant loop adjustment reduced chamber temperature spread.
+29105,2024-04-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.951,False,Calibration check overdue by 11 days for press-line transducer.
+29106,2024-04-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.883,False,Humidity excursion near finishing booth during coating run.
+29107,2024-04-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.168,True,Sensor enclosure opened for manual calibration verification.
+29108,2024-04-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.036,False,Supervisory alert generated after three consecutive threshold breaches.
+29109,2024-04-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Maintenance note logged for coupling imbalance inspection.
+29110,2024-04-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.166,False,Temperature variance narrowed after coolant nozzle cleaning.
+29111,2024-04-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.371,True,Sensor enclosure opened for manual calibration verification.
+29112,2024-04-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.272,False,Quality hold reduced finishing booth activity for one shift.
+29113,2024-04-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.789,False,Machine throughput increase drove sustained pressure uplift.
+29114,2024-04-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.304,False,Bearing temperature rising faster than baseline on spindle cell.
+29115,2024-04-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.884,True,Bearing temperature rising faster than baseline on spindle cell.
+29116,2024-04-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.419,False,Sensor enclosure opened for manual calibration verification.
+29117,2024-04-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29118,2024-04-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.264,False,Pressure line purge completed before restart authorization.
+29119,2024-04-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.113,True,Short-lived packet loss observed at edge gateway gw-02.
+29120,2024-04-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.986,False,Anomaly review flagged possible bearing wear progression.
+29121,2024-04-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.073,False,Machine idle period extended during planned sanitation window.
+29122,2024-04-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.11,False,Maintenance note logged for coupling imbalance inspection.
+29123,2024-04-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.01,True,Humidity readings track seasonal rise across late spring.
+29124,2024-04-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.04,False,Pressure peak corresponds to oversized billet batch processing.
+29125,2024-04-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Unbalanced load introduced cyclical pressure ripple.
+29126,2024-04-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.701,False,Vibration harmonics broadened during extended production run.
+29127,2024-04-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.95,True,Condensation warning cleared after dehumidifier ramp-up.
+29128,2024-04-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.338,False,Shift handoff note referenced unusual noise near press enclosure.
+29129,2024-04-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.176,False,Shift handoff note referenced unusual noise near press enclosure.
+29130,2024-04-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.917,False,Coolant loop adjustment reduced chamber temperature spread.
+29131,2024-04-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.282,True,Humidity baseline improved after seal replacement.
+29132,2024-04-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.33,False,Calibration check overdue by 11 days for press-line transducer.
+29133,2024-04-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Warning threshold updated for pilot predictive-maintenance model.
+29134,2024-04-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.34,False,SCADA backfill inserted two delayed telemetry points.
+29135,2024-04-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.807,True,Packaging line stop reduced adjacent vibration background.
+29136,2024-04-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.558,False,Temporary gateway failover completed without data loss.
+29137,2024-04-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Warning threshold updated for pilot predictive-maintenance model.
+29138,2024-04-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.025,False,Packaging line stop reduced adjacent vibration background.
+29139,2024-04-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.382,True,Supervisory alert generated after three consecutive threshold breaches.
+29140,2024-04-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.156,False,Night shift startup produced higher than normal vibration floor.
+29141,2024-04-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.944,False,Condensation warning cleared after dehumidifier ramp-up.
+29142,2024-04-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.403,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29143,2024-04-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.139,True,Pressure settled back to nominal after valve reseat.
+29144,2024-04-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.072,False,Dust extraction fan offline for 18 minutes on line finishing.
+29145,2024-04-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.61,False,Humidity readings track seasonal rise across late spring.
+29146,2024-04-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.949,False,Vibration burst exceeds envelope during tool change cycle.
+29147,2024-04-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.044,True,Temperature remained elevated during unscheduled overtime run.
+29148,2024-04-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.067,False,Maintenance scheduler deferred calibration due to spare shortage.
+29149,2024-04-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Sensor battery health remains nominal after firmware update.
+29150,2024-04-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.647,False,Humidity excursion near finishing booth during coating run.
+29151,2024-04-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.207,True,Humidity excursion near finishing booth during coating run.
+29152,2024-04-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Air handler maintenance reduced humidity variance on finishing line.
+29153,2024-04-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29154,2024-04-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.255,False,Temporary gateway failover completed without data loss.
+29155,2024-04-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.008,True,Quality team requested trace review for lot 24-118B.
+29156,2024-04-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.428,False,Vibration baseline recovered after tool holder replacement.
+29157,2024-04-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Sensor battery health remains nominal after firmware update.
+29158,2024-04-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.55,False,Unbalanced load introduced cyclical pressure ripple.
+29159,2024-04-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.88,True,Thermal overshoot event coincided with recipe change on furnace.
+29160,2024-04-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.532,False,Air handler maintenance reduced humidity variance on finishing line.
+29161,2024-04-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.383,False,Telemetry quality flag downgraded during sensor self-test window.
+29162,2024-04-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,SCADA backfill inserted two delayed telemetry points.
+29163,2024-04-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.668,True,Maintenance scheduler deferred calibration due to spare shortage.
+29164,2024-04-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.05,False,Vibration baseline recovered after tool holder replacement.
+29165,2024-04-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Air handler maintenance reduced humidity variance on finishing line.
+29166,2024-04-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.069,False,Sensor battery health remains nominal after firmware update.
+29167,2024-04-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.507,True,Pressure peak corresponds to oversized billet batch processing.
+29168,2024-04-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.454,False,Temperature variance narrowed after coolant nozzle cleaning.
+29169,2024-04-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Sensor heartbeat delayed by one interval after gateway retry.
+29170,2024-04-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.653,False,Warning threshold updated for pilot predictive-maintenance model.
+29171,2024-04-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.133,True,SCADA backfill inserted two delayed telemetry points.
+29172,2024-04-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.662,False,Warning threshold updated for pilot predictive-maintenance model.
+29173,2024-04-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Maintenance scheduler deferred calibration due to spare shortage.
+29174,2024-04-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.312,False,Quality hold reduced finishing booth activity for one shift.
+29175,2024-04-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.187,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+29176,2024-04-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.139,False,SCADA backfill inserted two delayed telemetry points.
+29177,2024-04-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Edge collector replayed buffered events after network recovery.
+29178,2024-04-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.809,False,Transient outlier matched forklift impact near cabinet wall.
+29179,2024-04-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.184,True,Machine idle period extended during planned sanitation window.
+29180,2024-04-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.433,False,Packaging line stop reduced adjacent vibration background.
+29181,2024-04-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.34,False,Vibration harmonics broadened during extended production run.
+29182,2024-04-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.36,False,Condensation warning cleared after dehumidifier ramp-up.
+29183,2024-04-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.108,True,Sensor signal clipping observed during startup surge.
+29184,2024-04-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.897,False,Quality hold reduced finishing booth activity for one shift.
+29185,2024-04-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29186,2024-04-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.392,False,Pressure line purge completed before restart authorization.
+29187,2024-04-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.683,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29188,2024-04-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.488,False,Anomaly review flagged possible bearing wear progression.
+29189,2024-04-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29190,2024-04-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.36,False,Humidity readings track seasonal rise across late spring.
+29191,2024-04-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.905,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+29192,2024-04-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.215,False,Humidity readings track seasonal rise across late spring.
+29193,2024-04-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.672,False,Vibration harmonics broadened during extended production run.
+29194,2024-04-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.309,False,Pressure settled back to nominal after valve reseat.
+29195,2024-04-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.361,True,Maintenance scheduler deferred calibration due to spare shortage.
+29196,2024-04-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.949,False,Edge collector replayed buffered events after network recovery.
+29197,2024-04-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Maintenance note logged for coupling imbalance inspection.
+29198,2024-04-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.255,False,Condensation warning cleared after dehumidifier ramp-up.
+29199,2024-04-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.804,True,Quality hold reduced finishing booth activity for one shift.
+29200,2024-04-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.724,False,SCADA backfill inserted two delayed telemetry points.
+29201,2024-04-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Temperature remained elevated during unscheduled overtime run.
+29202,2024-04-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.262,False,Quality team requested trace review for lot 24-118B.
+29203,2024-04-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.697,True,Temperature remained elevated during unscheduled overtime run.
+29204,2024-04-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.34,False,Short-lived packet loss observed at edge gateway gw-02.
+29205,2024-04-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.798,False,Maintenance crew confirmed lubrication interval was missed.
+29206,2024-04-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.397,False,Edge collector replayed buffered events after network recovery.
+29207,2024-04-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.712,True,Air handler maintenance reduced humidity variance on finishing line.
+29208,2024-04-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.211,False,Air handler maintenance reduced humidity variance on finishing line.
+29209,2024-04-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Pressure settled back to nominal after valve reseat.
+29210,2024-04-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.073,False,Reliability engineer tagged sample window for model retraining.
+29211,2024-04-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.022,True,Dust extraction fan offline for 18 minutes on line finishing.
+29212,2024-04-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.024,False,Pressure peak corresponds to oversized billet batch processing.
+29213,2024-04-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.266,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29214,2024-04-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.586,False,Warning threshold updated for pilot predictive-maintenance model.
+29215,2024-04-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.736,True,Heat-treat furnace door cycling increased localized temperature spikes.
+29216,2024-04-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.029,False,Humidity excursion near finishing booth during coating run.
+29217,2024-04-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Thermal ramp exceeded expected warmup curve before shift start.
+29218,2024-04-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.779,False,Edge collector replayed buffered events after network recovery.
+29219,2024-04-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.621,True,Pressure settled back to nominal after valve reseat.
+29220,2024-04-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.46,False,Unbalanced load introduced cyclical pressure ripple.
+29221,2024-04-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29222,2024-04-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.557,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29223,2024-04-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.654,True,Sensor heartbeat delayed by one interval after gateway retry.
+29224,2024-04-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.434,False,Packaging line stop reduced adjacent vibration background.
+29225,2024-04-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.588,False,Vibration baseline recovered after tool holder replacement.
+29226,2024-04-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.552,False,Telemetry quality flag downgraded during sensor self-test window.
+29227,2024-04-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.749,True,Temperature remained elevated during unscheduled overtime run.
+29228,2024-04-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.99,False,Coolant loop adjustment reduced chamber temperature spread.
+29229,2024-04-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.329,False,Air handler maintenance reduced humidity variance on finishing line.
+29230,2024-04-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Pressure line purge completed before restart authorization.
+29231,2024-04-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.371,True,Machine idle period extended during planned sanitation window.
+29232,2024-04-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.157,False,Maintenance crew confirmed lubrication interval was missed.
+29233,2024-04-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.881,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29234,2024-04-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.429,False,Pressure settled back to nominal after valve reseat.
+29235,2024-04-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.756,True,Condensation warning cleared after dehumidifier ramp-up.
+29236,2024-04-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.887,False,Packaging line stop reduced adjacent vibration background.
+29237,2024-04-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Pressure line purge completed before restart authorization.
+29238,2024-04-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.721,False,Pressure peak corresponds to oversized billet batch processing.
+29239,2024-04-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.398,True,Humidity readings track seasonal rise across late spring.
+29240,2024-04-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.9,False,Operator reported intermittent chatter on machine CNC-04.
+29241,2024-04-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Pressure line purge completed before restart authorization.
+29242,2024-04-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.005,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29243,2024-04-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.841,True,Sensor battery health remains nominal after firmware update.
+29244,2024-04-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.604,False,Bearing temperature rising faster than baseline on spindle cell.
+29245,2024-04-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.648,False,Vibration harmonics broadened during extended production run.
+29246,2024-04-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.521,False,Telemetry quality flag downgraded during sensor self-test window.
+29247,2024-04-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.785,True,Humidity climbed during dock-door open period in afternoon shift.
+29248,2024-04-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.375,False,Humidity excursion near finishing booth during coating run.
+29249,2024-04-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.465,False,Operator reset acknowledged after red-tag inspection.
+29250,2024-04-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Temperature remained elevated during unscheduled overtime run.
+29251,2024-04-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.883,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29252,2024-04-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.219,False,Humidity excursion near finishing booth during coating run.
+29253,2024-04-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.239,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29254,2024-04-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.401,False,Supervisory alert generated after three consecutive threshold breaches.
+29255,2024-04-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.398,True,Condensation warning cleared after dehumidifier ramp-up.
+29256,2024-04-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.715,False,Pressure line purge completed before restart authorization.
+29257,2024-04-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.486,False,Unbalanced load introduced cyclical pressure ripple.
+29258,2024-04-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.552,False,Packaging line stop reduced adjacent vibration background.
+29259,2024-04-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.14,True,Sensor heartbeat delayed by one interval after gateway retry.
+29260,2024-04-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.291,False,Humidity climbed during dock-door open period in afternoon shift.
+29261,2024-04-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Anomaly review flagged possible bearing wear progression.
+29262,2024-04-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.91,False,Operator reported intermittent chatter on machine CNC-04.
+29263,2024-04-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,True,Quality hold reduced finishing booth activity for one shift.
+29264,2024-04-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.921,False,Quality team requested trace review for lot 24-118B.
+29265,2024-04-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.784,False,Temperature remained elevated during unscheduled overtime run.
+29266,2024-04-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.75,False,Pressure settled back to nominal after valve reseat.
+29267,2024-04-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.901,True,Pressure peak corresponds to oversized billet batch processing.
+29268,2024-04-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.376,False,Humidity climbed during dock-door open period in afternoon shift.
+29269,2024-04-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Maintenance scheduler deferred calibration due to spare shortage.
+29270,2024-04-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29271,2024-04-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.263,True,Packaging line stop reduced adjacent vibration background.
+29272,2024-04-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.23,False,Vibration baseline recovered after tool holder replacement.
+29273,2024-04-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.646,False,Operator reset acknowledged after red-tag inspection.
+29274,2024-04-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.506,False,Pressure settled back to nominal after valve reseat.
+29275,2024-04-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.893,True,Unbalanced load introduced cyclical pressure ripple.
+29276,2024-04-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.483,False,Press cycle dwell time lengthened during high-volume batch.
+29277,2024-04-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29278,2024-04-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29279,2024-04-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.375,True,Coolant loop adjustment reduced chamber temperature spread.
+29280,2024-04-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.131,False,Maintenance note logged for coupling imbalance inspection.
+29281,2024-04-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.803,False,Temperature variance narrowed after coolant nozzle cleaning.
+29282,2024-04-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.004,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29283,2024-04-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.437,True,Machine idle period extended during planned sanitation window.
+29284,2024-04-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.49,False,Edge collector replayed buffered events after network recovery.
+29285,2024-04-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.554,False,Operator reset acknowledged after red-tag inspection.
+29286,2024-04-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.027,False,Bearing temperature rising faster than baseline on spindle cell.
+29287,2024-04-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.618,True,Telemetry quality flag downgraded during sensor self-test window.
+29288,2024-04-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.242,False,Humidity readings track seasonal rise across late spring.
+29289,2024-04-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.968,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29290,2024-04-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.096,False,Transient outlier matched forklift impact near cabinet wall.
+29291,2024-04-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.55,True,Sensor 3 drift suspected after cross-check with manual gauge.
+29292,2024-04-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.292,False,Shift handoff note referenced unusual noise near press enclosure.
+29293,2024-04-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.09,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29294,2024-04-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.356,False,Temperature variance narrowed after coolant nozzle cleaning.
+29295,2024-04-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.55,True,Bearing temperature rising faster than baseline on spindle cell.
+29296,2024-04-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.51,False,Reliability engineer tagged sample window for model retraining.
+29297,2024-04-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Night shift startup produced higher than normal vibration floor.
+29298,2024-04-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.231,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29299,2024-04-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.056,True,Packaging line stop reduced adjacent vibration background.
+29300,2024-04-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.634,False,Packaging line stop reduced adjacent vibration background.
+29301,2024-04-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.463,False,Humidity baseline improved after seal replacement.
+29302,2024-04-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.733,False,Pressure peak corresponds to oversized billet batch processing.
+29303,2024-04-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.807,True,Quality hold reduced finishing booth activity for one shift.
+29304,2024-04-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.628,False,Humidity readings track seasonal rise across late spring.
+29305,2024-04-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.312,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29306,2024-04-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.615,False,Pressure settled back to nominal after valve reseat.
+29307,2024-04-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.761,True,Operator reported intermittent chatter on machine CNC-04.
+29308,2024-04-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.391,False,Pressure line purge completed before restart authorization.
+29309,2024-04-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.115,False,Machine idle period extended during planned sanitation window.
+29310,2024-04-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.184,False,Packaging line stop reduced adjacent vibration background.
+29311,2024-04-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.677,True,Short-lived packet loss observed at edge gateway gw-02.
+29312,2024-04-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.847,False,Machine idle period extended during planned sanitation window.
+29313,2024-04-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Operator reported intermittent chatter on machine CNC-04.
+29314,2024-04-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.461,False,Coolant loop adjustment reduced chamber temperature spread.
+29315,2024-04-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.054,True,Pressure line purge completed before restart authorization.
+29316,2024-04-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.071,False,Machine idle period extended during planned sanitation window.
+29317,2024-04-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Sensor enclosure opened for manual calibration verification.
+29318,2024-04-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.044,False,Dust extraction fan offline for 18 minutes on line finishing.
+29319,2024-04-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.379,True,Transient outlier matched forklift impact near cabinet wall.
+29320,2024-04-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.345,False,Pressure peak corresponds to oversized billet batch processing.
+29321,2024-04-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.17,False,Quality hold reduced finishing booth activity for one shift.
+29322,2024-04-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.924,False,Warning threshold updated for pilot predictive-maintenance model.
+29323,2024-04-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.54,True,Bearing temperature rising faster than baseline on spindle cell.
+29324,2024-04-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.658,False,Machine idle period extended during planned sanitation window.
+29325,2024-04-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.911,False,Temperature remained elevated during unscheduled overtime run.
+29326,2024-04-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.538,False,Calibration check overdue by 11 days for press-line transducer.
+29327,2024-04-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.396,True,Telemetry quality flag downgraded during sensor self-test window.
+29328,2024-04-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.507,False,Shift handoff note referenced unusual noise near press enclosure.
+29329,2024-04-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.734,False,Operator reported intermittent chatter on machine CNC-04.
+29330,2024-04-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.966,False,Temperature remained elevated during unscheduled overtime run.
+29331,2024-04-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.903,True,Coolant loop adjustment reduced chamber temperature spread.
+29332,2024-04-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.736,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29333,2024-04-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.107,False,Sensor enclosure opened for manual calibration verification.
+29334,2024-04-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.15,False,Transient outlier matched forklift impact near cabinet wall.
+29335,2024-04-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.37,True,Compressed air fluctuation introduced pressure noise for two cycles.
+29336,2024-04-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.308,False,Edge collector replayed buffered events after network recovery.
+29337,2024-04-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,Quality team requested trace review for lot 24-118B.
+29338,2024-04-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.115,False,Reliability engineer tagged sample window for model retraining.
+29339,2024-04-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.544,True,Operator reported intermittent chatter on machine CNC-04.
+29340,2024-04-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Short-lived packet loss observed at edge gateway gw-02.
+29341,2024-04-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29342,2024-04-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.876,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29343,2024-04-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.053,True,Quality team requested trace review for lot 24-118B.
+29344,2024-04-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.466,False,Temporary gateway failover completed without data loss.
+29345,2024-04-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Sensor signal clipping observed during startup surge.
+29346,2024-04-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.373,False,SCADA backfill inserted two delayed telemetry points.
+29347,2024-04-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.276,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29348,2024-04-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.625,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29349,2024-04-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.735,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29350,2024-04-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.157,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29351,2024-04-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.931,True,Transient outlier matched forklift impact near cabinet wall.
+29352,2024-04-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.731,False,Reliability engineer tagged sample window for model retraining.
+29353,2024-04-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.466,False,Pressure peak corresponds to oversized billet batch processing.
+29354,2024-04-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.99,False,Transient outlier matched forklift impact near cabinet wall.
+29355,2024-04-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.502,True,SCADA backfill inserted two delayed telemetry points.
+29356,2024-04-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.142,False,Calibration check overdue by 11 days for press-line transducer.
+29357,2024-04-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Sensor signal clipping observed during startup surge.
+29358,2024-04-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.912,False,Edge collector replayed buffered events after network recovery.
+29359,2024-04-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.903,True,Packaging line stop reduced adjacent vibration background.
+29360,2024-04-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.459,False,Pressure line purge completed before restart authorization.
+29361,2024-04-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29362,2024-04-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.112,False,Night shift startup produced higher than normal vibration floor.
+29363,2024-04-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.659,True,Sensor enclosure opened for manual calibration verification.
+29364,2024-04-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.177,False,SCADA backfill inserted two delayed telemetry points.
+29365,2024-04-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Vibration harmonics broadened during extended production run.
+29366,2024-04-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.288,False,Vibration baseline recovered after tool holder replacement.
+29367,2024-04-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.407,True,Quality team requested trace review for lot 24-118B.
+29368,2024-04-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.745,False,Sensor battery health remains nominal after firmware update.
+29369,2024-04-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.51,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29370,2024-04-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.471,False,Packaging line stop reduced adjacent vibration background.
+29371,2024-04-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.37,True,Vibration baseline recovered after tool holder replacement.
+29372,2024-04-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.265,False,Short-lived packet loss observed at edge gateway gw-02.
+29373,2024-04-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Humidity readings track seasonal rise across late spring.
+29374,2024-04-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.545,False,Temperature remained elevated during unscheduled overtime run.
+29375,2024-04-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.309,True,Warning threshold updated for pilot predictive-maintenance model.
+29376,2024-04-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.947,False,Sensor signal clipping observed during startup surge.
+29377,2024-04-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.743,False,Dust extraction fan offline for 18 minutes on line finishing.
+29378,2024-04-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.466,False,Vibration baseline recovered after tool holder replacement.
+29379,2024-04-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.955,True,Thermal ramp exceeded expected warmup curve before shift start.
+29380,2024-04-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.053,False,Sensor signal clipping observed during startup surge.
+29381,2024-04-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Maintenance scheduler deferred calibration due to spare shortage.
+29382,2024-04-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.706,False,Hydraulic line pressure oscillation detected under load.
+29383,2024-04-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.599,True,Vibration harmonics broadened during extended production run.
+29384,2024-04-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.364,False,Humidity baseline improved after seal replacement.
+29385,2024-04-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.295,False,Unbalanced load introduced cyclical pressure ripple.
+29386,2024-04-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.88,False,Air handler maintenance reduced humidity variance on finishing line.
+29387,2024-04-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.203,True,Shift handoff note referenced unusual noise near press enclosure.
+29388,2024-04-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.979,False,Anomaly review flagged possible bearing wear progression.
+29389,2024-04-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.028,False,Humidity readings track seasonal rise across late spring.
+29390,2024-04-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.78,False,Packaging line stop reduced adjacent vibration background.
+29391,2024-04-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.076,True,Coolant loop adjustment reduced chamber temperature spread.
+29392,2024-04-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.035,False,Warning threshold updated for pilot predictive-maintenance model.
+29393,2024-04-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.084,False,Bearing temperature rising faster than baseline on spindle cell.
+29394,2024-04-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.952,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29395,2024-04-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.181,True,SCADA backfill inserted two delayed telemetry points.
+29396,2024-04-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.81,False,Machine throughput increase drove sustained pressure uplift.
+29397,2024-04-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.668,False,Transient outlier matched forklift impact near cabinet wall.
+29398,2024-04-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.962,False,Maintenance crew confirmed lubrication interval was missed.
+29399,2024-04-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.642,True,Sensor signal clipping observed during startup surge.
+29400,2024-04-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.206,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29401,2024-04-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29402,2024-04-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.506,False,Sensor enclosure opened for manual calibration verification.
+29403,2024-04-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.446,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+29404,2024-04-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.083,False,Sensor enclosure opened for manual calibration verification.
+29405,2024-04-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.205,False,Pressure settled back to nominal after valve reseat.
+29406,2024-04-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.652,False,Pressure settled back to nominal after valve reseat.
+29407,2024-04-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.764,True,Machine throughput increase drove sustained pressure uplift.
+29408,2024-04-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.943,False,Sensor enclosure opened for manual calibration verification.
+29409,2024-04-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.338,False,Bearing temperature rising faster than baseline on spindle cell.
+29410,2024-04-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.125,False,Machine throughput increase drove sustained pressure uplift.
+29411,2024-04-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.43,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29412,2024-04-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.266,False,Maintenance crew confirmed lubrication interval was missed.
+29413,2024-04-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Warning threshold updated for pilot predictive-maintenance model.
+29414,2024-04-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.674,False,Vibration baseline recovered after tool holder replacement.
+29415,2024-04-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.54,True,Shift handoff note referenced unusual noise near press enclosure.
+29416,2024-04-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29417,2024-04-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.64,False,Packaging line stop reduced adjacent vibration background.
+29418,2024-04-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.176,False,Anomaly review flagged possible bearing wear progression.
+29419,2024-04-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.886,True,Packaging line stop reduced adjacent vibration background.
+29420,2024-04-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.085,False,Temporary gateway failover completed without data loss.
+29421,2024-04-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Unbalanced load introduced cyclical pressure ripple.
+29422,2024-04-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.798,False,Pressure settled back to nominal after valve reseat.
+29423,2024-04-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.04,True,Telemetry quality flag downgraded during sensor self-test window.
+29424,2024-04-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.885,False,Shift handoff note referenced unusual noise near press enclosure.
+29425,2024-04-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.029,False,Press cycle dwell time lengthened during high-volume batch.
+29426,2024-04-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.979,False,Short-lived packet loss observed at edge gateway gw-02.
+29427,2024-04-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.39,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+29428,2024-04-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.887,False,Vibration harmonics broadened during extended production run.
+29429,2024-04-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.622,False,Quality hold reduced finishing booth activity for one shift.
+29430,2024-04-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.127,False,Humidity excursion near finishing booth during coating run.
+29431,2024-04-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.713,True,Temperature variance narrowed after coolant nozzle cleaning.
+29432,2024-04-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.293,False,Machine throughput increase drove sustained pressure uplift.
+29433,2024-04-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.429,False,Sensor heartbeat delayed by one interval after gateway retry.
+29434,2024-04-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.322,False,Humidity readings track seasonal rise across late spring.
+29435,2024-04-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.201,True,Short-lived packet loss observed at edge gateway gw-02.
+29436,2024-04-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.571,False,SCADA backfill inserted two delayed telemetry points.
+29437,2024-04-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Humidity excursion near finishing booth during coating run.
+29438,2024-04-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.019,False,Short-lived packet loss observed at edge gateway gw-02.
+29439,2024-04-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.007,True,Night shift startup produced higher than normal vibration floor.
+29440,2024-04-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.584,False,Edge collector replayed buffered events after network recovery.
+29441,2024-04-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Telemetry quality flag downgraded during sensor self-test window.
+29442,2024-04-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.474,False,Sensor enclosure opened for manual calibration verification.
+29443,2024-04-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.878,True,Sensor enclosure opened for manual calibration verification.
+29444,2024-04-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.894,False,Press cycle dwell time lengthened during high-volume batch.
+29445,2024-04-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29446,2024-04-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.845,False,Dust extraction fan offline for 18 minutes on line finishing.
+29447,2024-04-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.724,True,Temperature variance narrowed after coolant nozzle cleaning.
+29448,2024-04-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.283,False,Sensor signal clipping observed during startup surge.
+29449,2024-04-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.131,False,Temporary gateway failover completed without data loss.
+29450,2024-04-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.144,False,Machine throughput increase drove sustained pressure uplift.
+29451,2024-04-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.677,True,Quality team requested trace review for lot 24-118B.
+29452,2024-04-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.812,False,Machine idle period extended during planned sanitation window.
+29453,2024-04-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.552,False,Reliability engineer tagged sample window for model retraining.
+29454,2024-04-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.579,False,Quality team requested trace review for lot 24-118B.
+29455,2024-04-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.997,True,Machine throughput increase drove sustained pressure uplift.
+29456,2024-04-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.354,False,Edge collector replayed buffered events after network recovery.
+29457,2024-04-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Sensor heartbeat delayed by one interval after gateway retry.
+29458,2024-04-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.701,False,Thermal overshoot event coincided with recipe change on furnace.
+29459,2024-04-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.914,True,Operator reset acknowledged after red-tag inspection.
+29460,2024-04-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.821,False,Maintenance note logged for coupling imbalance inspection.
+29461,2024-04-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Sensor heartbeat delayed by one interval after gateway retry.
+29462,2024-04-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.021,False,Pressure peak corresponds to oversized billet batch processing.
+29463,2024-04-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.977,True,Coolant loop adjustment reduced chamber temperature spread.
+29464,2024-04-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.443,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29465,2024-04-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.043,False,Calibration check overdue by 11 days for press-line transducer.
+29466,2024-04-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.269,False,Sensor heartbeat delayed by one interval after gateway retry.
+29467,2024-04-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.874,True,Edge collector replayed buffered events after network recovery.
+29468,2024-04-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.648,False,Humidity readings track seasonal rise across late spring.
+29469,2024-04-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.853,False,Bearing temperature rising faster than baseline on spindle cell.
+29470,2024-04-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.972,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29471,2024-04-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.506,True,Anomaly review flagged possible bearing wear progression.
+29472,2024-04-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.847,False,Sensor battery health remains nominal after firmware update.
+29473,2024-04-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,Sensor enclosure opened for manual calibration verification.
+29474,2024-04-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.459,False,Humidity baseline improved after seal replacement.
+29475,2024-04-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.571,True,Coolant loop adjustment reduced chamber temperature spread.
+29476,2024-04-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.655,False,Sensor heartbeat delayed by one interval after gateway retry.
+29477,2024-04-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.545,False,Supervisory alert generated after three consecutive threshold breaches.
+29478,2024-04-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.899,False,Short-lived packet loss observed at edge gateway gw-02.
+29479,2024-04-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.194,True,Pressure settled back to nominal after valve reseat.
+29480,2024-04-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.612,False,Hydraulic line pressure oscillation detected under load.
+29481,2024-04-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29482,2024-04-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.541,False,Transient outlier matched forklift impact near cabinet wall.
+29483,2024-04-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.769,True,Sensor enclosure opened for manual calibration verification.
+29484,2024-04-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.63,False,Thermal ramp exceeded expected warmup curve before shift start.
+29485,2024-04-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29486,2024-04-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.136,False,Packaging line stop reduced adjacent vibration background.
+29487,2024-04-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.049,True,Vibration harmonics broadened during extended production run.
+29488,2024-04-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.522,False,Operator reset acknowledged after red-tag inspection.
+29489,2024-04-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.104,False,Sensor battery health remains nominal after firmware update.
+29490,2024-04-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.627,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29491,2024-04-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.811,True,Humidity climbed during dock-door open period in afternoon shift.
+29492,2024-04-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.746,False,Dust extraction fan offline for 18 minutes on line finishing.
+29493,2024-04-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Sensor heartbeat delayed by one interval after gateway retry.
+29494,2024-04-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.492,False,Sensor heartbeat delayed by one interval after gateway retry.
+29495,2024-04-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.328,True,Humidity excursion near finishing booth during coating run.
+29496,2024-04-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.614,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29497,2024-04-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,Dust extraction fan offline for 18 minutes on line finishing.
+29498,2024-04-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.59,False,Vibration burst exceeds envelope during tool change cycle.
+29499,2024-04-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.008,True,Quality hold reduced finishing booth activity for one shift.
+29500,2024-04-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.579,False,Pressure line purge completed before restart authorization.
+29501,2024-04-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Maintenance crew confirmed lubrication interval was missed.
+29502,2024-04-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.891,False,Vibration burst exceeds envelope during tool change cycle.
+29503,2024-04-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.076,True,Edge collector replayed buffered events after network recovery.
+29504,2024-04-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.673,False,Press cycle dwell time lengthened during high-volume batch.
+29505,2024-04-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.943,False,Temporary gateway failover completed without data loss.
+29506,2024-04-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.235,False,Quality hold reduced finishing booth activity for one shift.
+29507,2024-04-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.285,True,Bearing temperature rising faster than baseline on spindle cell.
+29508,2024-04-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.201,False,Quality hold reduced finishing booth activity for one shift.
+29509,2024-04-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Condensation warning cleared after dehumidifier ramp-up.
+29510,2024-04-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.904,False,Press cycle dwell time lengthened during high-volume batch.
+29511,2024-04-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.622,True,Warning threshold updated for pilot predictive-maintenance model.
+29512,2024-04-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.558,False,Quality team requested trace review for lot 24-118B.
+29513,2024-04-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.815,False,Maintenance crew confirmed lubrication interval was missed.
+29514,2024-04-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.228,False,Transient outlier matched forklift impact near cabinet wall.
+29515,2024-04-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.217,True,Humidity readings track seasonal rise across late spring.
+29516,2024-04-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.948,False,Packaging line stop reduced adjacent vibration background.
+29517,2024-04-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Humidity baseline improved after seal replacement.
+29518,2024-04-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.921,False,Humidity baseline improved after seal replacement.
+29519,2024-04-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.626,True,Vibration harmonics broadened during extended production run.
+29520,2024-04-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.374,False,Humidity climbed during dock-door open period in afternoon shift.
+29521,2024-04-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.748,False,Pressure peak corresponds to oversized billet batch processing.
+29522,2024-04-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.507,False,Transient outlier matched forklift impact near cabinet wall.
+29523,2024-04-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.843,True,Pressure line purge completed before restart authorization.
+29524,2024-04-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.422,False,Anomaly review flagged possible bearing wear progression.
+29525,2024-04-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.728,False,Operator reset acknowledged after red-tag inspection.
+29526,2024-04-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.36,False,Air handler maintenance reduced humidity variance on finishing line.
+29527,2024-04-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.195,True,Telemetry quality flag downgraded during sensor self-test window.
+29528,2024-04-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.109,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29529,2024-04-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.053,False,Edge collector replayed buffered events after network recovery.
+29530,2024-04-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.066,False,Pressure settled back to nominal after valve reseat.
+29531,2024-04-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.868,True,Edge collector replayed buffered events after network recovery.
+29532,2024-04-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.06,False,Humidity readings track seasonal rise across late spring.
+29533,2024-04-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Machine throughput increase drove sustained pressure uplift.
+29534,2024-04-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.109,False,Dust extraction fan offline for 18 minutes on line finishing.
+29535,2024-04-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.633,True,Quality hold reduced finishing booth activity for one shift.
+29536,2024-04-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.782,False,Short-lived packet loss observed at edge gateway gw-02.
+29537,2024-04-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Pressure line purge completed before restart authorization.
+29538,2024-04-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.17,False,Quality hold reduced finishing booth activity for one shift.
+29539,2024-04-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.869,True,Bearing temperature rising faster than baseline on spindle cell.
+29540,2024-04-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.328,False,SCADA backfill inserted two delayed telemetry points.
+29541,2024-04-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29542,2024-04-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.477,False,SCADA backfill inserted two delayed telemetry points.
+29543,2024-04-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.835,True,Telemetry quality flag downgraded during sensor self-test window.
+29544,2024-04-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.69,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29545,2024-04-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.898,False,Pressure line purge completed before restart authorization.
+29546,2024-04-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.216,False,Shift handoff note referenced unusual noise near press enclosure.
+29547,2024-04-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.891,True,Coolant loop adjustment reduced chamber temperature spread.
+29548,2024-04-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.24,False,Coolant loop adjustment reduced chamber temperature spread.
+29549,2024-04-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,Anomaly review flagged possible bearing wear progression.
+29550,2024-04-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.631,False,Dust extraction fan offline for 18 minutes on line finishing.
+29551,2024-04-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.497,True,Shift handoff note referenced unusual noise near press enclosure.
+29552,2024-04-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.105,False,Coolant loop adjustment reduced chamber temperature spread.
+29553,2024-04-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Hydraulic line pressure oscillation detected under load.
+29554,2024-04-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.439,False,Dust extraction fan offline for 18 minutes on line finishing.
+29555,2024-04-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.448,True,Quality hold reduced finishing booth activity for one shift.
+29556,2024-04-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.319,False,Temperature variance narrowed after coolant nozzle cleaning.
+29557,2024-04-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.78,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29558,2024-04-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Warning threshold updated for pilot predictive-maintenance model.
+29559,2024-04-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.351,True,Maintenance crew confirmed lubrication interval was missed.
+29560,2024-04-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.805,False,Machine throughput increase drove sustained pressure uplift.
+29561,2024-04-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.156,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29562,2024-04-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.304,False,Thermal overshoot event coincided with recipe change on furnace.
+29563,2024-04-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.034,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+29564,2024-04-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.1,False,Sensor heartbeat delayed by one interval after gateway retry.
+29565,2024-04-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Pressure settled back to nominal after valve reseat.
+29566,2024-04-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.997,False,Air handler maintenance reduced humidity variance on finishing line.
+29567,2024-04-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.131,True,Hydraulic line pressure oscillation detected under load.
+29568,2024-04-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.924,False,Night shift startup produced higher than normal vibration floor.
+29569,2024-04-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Reliability engineer tagged sample window for model retraining.
+29570,2024-04-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.042,False,Sensor heartbeat delayed by one interval after gateway retry.
+29571,2024-04-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.25,True,Vibration harmonics broadened during extended production run.
+29572,2024-04-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.819,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29573,2024-04-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Edge collector replayed buffered events after network recovery.
+29574,2024-04-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.599,False,Unbalanced load introduced cyclical pressure ripple.
+29575,2024-04-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.956,True,Packaging line stop reduced adjacent vibration background.
+29576,2024-04-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.537,False,Pressure line purge completed before restart authorization.
+29577,2024-04-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.628,False,Humidity climbed during dock-door open period in afternoon shift.
+29578,2024-04-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.046,False,Machine idle period extended during planned sanitation window.
+29579,2024-04-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.185,True,Humidity baseline improved after seal replacement.
+29580,2024-04-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.871,False,Maintenance scheduler deferred calibration due to spare shortage.
+29581,2024-04-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.173,False,SCADA backfill inserted two delayed telemetry points.
+29582,2024-04-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Thermal overshoot event coincided with recipe change on furnace.
+29583,2024-04-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.935,True,Sensor battery health remains nominal after firmware update.
+29584,2024-04-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.176,False,Sensor heartbeat delayed by one interval after gateway retry.
+29585,2024-04-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.578,False,Short-lived packet loss observed at edge gateway gw-02.
+29586,2024-04-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.922,False,Pressure line purge completed before restart authorization.
+29587,2024-04-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.371,True,Condensation warning cleared after dehumidifier ramp-up.
+29588,2024-04-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.486,False,Sensor heartbeat delayed by one interval after gateway retry.
+29589,2024-04-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.027,False,Vibration baseline recovered after tool holder replacement.
+29590,2024-04-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.365,False,Sensor enclosure opened for manual calibration verification.
+29591,2024-04-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.009,True,Quality team requested trace review for lot 24-118B.
+29592,2024-04-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.18,False,Hydraulic line pressure oscillation detected under load.
+29593,2024-04-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,SCADA backfill inserted two delayed telemetry points.
+29594,2024-04-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.039,False,Operator reset acknowledged after red-tag inspection.
+29595,2024-04-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.419,True,Maintenance note logged for coupling imbalance inspection.
+29596,2024-04-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.338,False,Packaging line stop reduced adjacent vibration background.
+29597,2024-04-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Dust extraction fan offline for 18 minutes on line finishing.
+29598,2024-04-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.849,False,Temperature remained elevated during unscheduled overtime run.
+29599,2024-04-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.65,True,Temperature variance narrowed after coolant nozzle cleaning.
+29600,2024-04-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.501,False,Quality hold reduced finishing booth activity for one shift.
+29601,2024-04-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.06,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29602,2024-04-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Quality hold reduced finishing booth activity for one shift.
+29603,2024-04-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.264,True,Sensor battery health remains nominal after firmware update.
+29604,2024-04-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.476,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29605,2024-04-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Temperature variance narrowed after coolant nozzle cleaning.
+29606,2024-04-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.392,False,Bearing temperature rising faster than baseline on spindle cell.
+29607,2024-04-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.426,True,Pressure settled back to nominal after valve reseat.
+29608,2024-04-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.903,False,Telemetry quality flag downgraded during sensor self-test window.
+29609,2024-04-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.792,False,Vibration baseline recovered after tool holder replacement.
+29610,2024-04-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.238,False,Warning threshold updated for pilot predictive-maintenance model.
+29611,2024-04-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.392,True,Hydraulic line pressure oscillation detected under load.
+29612,2024-04-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.146,False,Vibration baseline recovered after tool holder replacement.
+29613,2024-04-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Unbalanced load introduced cyclical pressure ripple.
+29614,2024-04-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.811,False,Maintenance scheduler deferred calibration due to spare shortage.
+29615,2024-04-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.852,True,Unbalanced load introduced cyclical pressure ripple.
+29616,2024-04-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.059,False,Sensor enclosure opened for manual calibration verification.
+29617,2024-04-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.913,False,Maintenance crew confirmed lubrication interval was missed.
+29618,2024-04-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.552,False,Machine idle period extended during planned sanitation window.
+29619,2024-04-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.684,True,Vibration burst exceeds envelope during tool change cycle.
+29620,2024-04-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.398,False,Sensor enclosure opened for manual calibration verification.
+29621,2024-04-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.436,False,Vibration harmonics broadened during extended production run.
+29622,2024-04-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.936,False,Quality hold reduced finishing booth activity for one shift.
+29623,2024-04-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.608,True,Machine idle period extended during planned sanitation window.
+29624,2024-04-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.639,False,Hydraulic line pressure oscillation detected under load.
+29625,2024-04-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.125,False,Warning threshold updated for pilot predictive-maintenance model.
+29626,2024-04-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.422,False,Edge collector replayed buffered events after network recovery.
+29627,2024-04-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.043,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29628,2024-04-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.469,False,Edge collector replayed buffered events after network recovery.
+29629,2024-04-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Maintenance scheduler deferred calibration due to spare shortage.
+29630,2024-04-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.535,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29631,2024-04-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.045,True,Transient outlier matched forklift impact near cabinet wall.
+29632,2024-04-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.164,False,Air handler maintenance reduced humidity variance on finishing line.
+29633,2024-04-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Air handler maintenance reduced humidity variance on finishing line.
+29634,2024-04-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.316,False,Quality hold reduced finishing booth activity for one shift.
+29635,2024-04-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.376,True,Air handler maintenance reduced humidity variance on finishing line.
+29636,2024-04-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.289,False,Temperature variance narrowed after coolant nozzle cleaning.
+29637,2024-04-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.95,False,Calibration check overdue by 11 days for press-line transducer.
+29638,2024-04-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.572,False,Reliability engineer tagged sample window for model retraining.
+29639,2024-04-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.947,True,Compressed air fluctuation introduced pressure noise for two cycles.
+29640,2024-04-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.747,False,Dust extraction fan offline for 18 minutes on line finishing.
+29641,2024-04-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Bearing temperature rising faster than baseline on spindle cell.
+29642,2024-04-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.452,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29643,2024-04-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.042,True,Quality hold reduced finishing booth activity for one shift.
+29644,2024-04-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.561,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29645,2024-04-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Temperature remained elevated during unscheduled overtime run.
+29646,2024-04-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.044,False,Press cycle dwell time lengthened during high-volume batch.
+29647,2024-04-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.252,True,Short-lived packet loss observed at edge gateway gw-02.
+29648,2024-04-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.553,False,Quality team requested trace review for lot 24-118B.
+29649,2024-04-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Machine throughput increase drove sustained pressure uplift.
+29650,2024-04-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.448,False,Maintenance crew confirmed lubrication interval was missed.
+29651,2024-04-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.802,True,Calibration check overdue by 11 days for press-line transducer.
+29652,2024-04-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.344,False,SCADA backfill inserted two delayed telemetry points.
+29653,2024-04-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.346,False,Transient outlier matched forklift impact near cabinet wall.
+29654,2024-04-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.573,False,Operator reported intermittent chatter on machine CNC-04.
+29655,2024-04-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.274,True,SCADA backfill inserted two delayed telemetry points.
+29656,2024-04-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.419,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29657,2024-04-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Humidity readings track seasonal rise across late spring.
+29658,2024-04-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.357,False,Vibration harmonics broadened during extended production run.
+29659,2024-04-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.144,True,Operator reported intermittent chatter on machine CNC-04.
+29660,2024-04-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.249,False,Shift handoff note referenced unusual noise near press enclosure.
+29661,2024-04-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.623,False,Maintenance note logged for coupling imbalance inspection.
+29662,2024-04-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.175,False,Vibration baseline recovered after tool holder replacement.
+29663,2024-04-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.618,True,Air handler maintenance reduced humidity variance on finishing line.
+29664,2024-04-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.993,False,Reliability engineer tagged sample window for model retraining.
+29665,2024-04-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.805,False,Thermal ramp exceeded expected warmup curve before shift start.
+29666,2024-04-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.855,False,Calibration check overdue by 11 days for press-line transducer.
+29667,2024-04-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.003,True,Operator reset acknowledged after red-tag inspection.
+29668,2024-04-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.682,False,Short-lived packet loss observed at edge gateway gw-02.
+29669,2024-04-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Packaging line stop reduced adjacent vibration background.
+29670,2024-04-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.726,False,Warning threshold updated for pilot predictive-maintenance model.
+29671,2024-04-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.782,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29672,2024-04-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.984,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29673,2024-04-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Maintenance note logged for coupling imbalance inspection.
+29674,2024-04-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.742,False,Temperature remained elevated during unscheduled overtime run.
+29675,2024-04-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.857,True,Quality team requested trace review for lot 24-118B.
+29676,2024-04-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.109,False,Telemetry quality flag downgraded during sensor self-test window.
+29677,2024-04-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Temperature remained elevated during unscheduled overtime run.
+29678,2024-04-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.723,False,Reliability engineer tagged sample window for model retraining.
+29679,2024-04-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Bearing temperature rising faster than baseline on spindle cell.
+29680,2024-04-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.369,False,Vibration baseline recovered after tool holder replacement.
+29681,2024-04-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Vibration baseline recovered after tool holder replacement.
+29682,2024-04-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.353,False,Short-lived packet loss observed at edge gateway gw-02.
+29683,2024-04-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.357,True,Humidity baseline improved after seal replacement.
+29684,2024-04-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.579,False,Pressure peak corresponds to oversized billet batch processing.
+29685,2024-04-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.231,False,SCADA backfill inserted two delayed telemetry points.
+29686,2024-04-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.196,False,Maintenance crew confirmed lubrication interval was missed.
+29687,2024-04-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.86,True,Vibration baseline recovered after tool holder replacement.
+29688,2024-04-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.814,False,Pressure settled back to nominal after valve reseat.
+29689,2024-04-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Sensor signal clipping observed during startup surge.
+29690,2024-04-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.842,False,Condensation warning cleared after dehumidifier ramp-up.
+29691,2024-04-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.708,True,Reliability engineer tagged sample window for model retraining.
+29692,2024-04-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.074,False,Temporary gateway failover completed without data loss.
+29693,2024-04-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Short-lived packet loss observed at edge gateway gw-02.
+29694,2024-04-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.123,False,Thermal ramp exceeded expected warmup curve before shift start.
+29695,2024-04-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.708,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29696,2024-04-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.695,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29697,2024-04-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Sensor signal clipping observed during startup surge.
+29698,2024-04-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.273,False,Warning threshold updated for pilot predictive-maintenance model.
+29699,2024-04-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Maintenance note logged for coupling imbalance inspection.
+29700,2024-04-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.66,False,Anomaly review flagged possible bearing wear progression.
+29701,2024-04-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Telemetry quality flag downgraded during sensor self-test window.
+29702,2024-04-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.232,False,Sensor battery health remains nominal after firmware update.
+29703,2024-04-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.685,True,Coolant loop adjustment reduced chamber temperature spread.
+29704,2024-04-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.949,False,Reliability engineer tagged sample window for model retraining.
+29705,2024-04-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Temperature remained elevated during unscheduled overtime run.
+29706,2024-04-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.148,False,Sensor signal clipping observed during startup surge.
+29707,2024-04-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.463,True,Anomaly review flagged possible bearing wear progression.
+29708,2024-04-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.232,False,Quality team requested trace review for lot 24-118B.
+29709,2024-04-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.819,False,Temperature variance narrowed after coolant nozzle cleaning.
+29710,2024-04-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.525,False,Short-lived packet loss observed at edge gateway gw-02.
+29711,2024-04-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.965,True,Maintenance crew confirmed lubrication interval was missed.
+29712,2024-04-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.487,False,Telemetry quality flag downgraded during sensor self-test window.
+29713,2024-04-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.645,False,Machine idle period extended during planned sanitation window.
+29714,2024-04-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.218,False,Thermal overshoot event coincided with recipe change on furnace.
+29715,2024-04-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.308,True,Operator reported intermittent chatter on machine CNC-04.
+29716,2024-04-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.727,False,Pressure line purge completed before restart authorization.
+29717,2024-04-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.037,False,Operator reset acknowledged after red-tag inspection.
+29718,2024-04-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.525,False,Coolant loop adjustment reduced chamber temperature spread.
+29719,2024-04-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.334,True,Condensation warning cleared after dehumidifier ramp-up.
+29720,2024-04-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.96,False,Condensation warning cleared after dehumidifier ramp-up.
+29721,2024-04-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.166,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29722,2024-04-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.747,False,Humidity readings track seasonal rise across late spring.
+29723,2024-04-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.423,True,Telemetry quality flag downgraded during sensor self-test window.
+29724,2024-04-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.777,False,Supervisory alert generated after three consecutive threshold breaches.
+29725,2024-04-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Sensor enclosure opened for manual calibration verification.
+29726,2024-04-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.169,False,Transient outlier matched forklift impact near cabinet wall.
+29727,2024-04-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Unbalanced load introduced cyclical pressure ripple.
+29728,2024-04-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.094,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29729,2024-04-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Vibration baseline recovered after tool holder replacement.
+29730,2024-04-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.318,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29731,2024-04-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.757,True,Pressure settled back to nominal after valve reseat.
+29732,2024-04-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.232,False,Machine throughput increase drove sustained pressure uplift.
+29733,2024-04-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29734,2024-04-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.747,False,Machine throughput increase drove sustained pressure uplift.
+29735,2024-04-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.789,True,Transient outlier matched forklift impact near cabinet wall.
+29736,2024-04-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.752,False,Operator reset acknowledged after red-tag inspection.
+29737,2024-04-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.502,False,Humidity climbed during dock-door open period in afternoon shift.
+29738,2024-04-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.036,False,Short-lived packet loss observed at edge gateway gw-02.
+29739,2024-04-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.172,True,Operator reset acknowledged after red-tag inspection.
+29740,2024-04-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.734,False,Humidity excursion near finishing booth during coating run.
+29741,2024-04-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.523,False,Pressure line purge completed before restart authorization.
+29742,2024-04-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.209,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29743,2024-04-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.342,True,Quality hold reduced finishing booth activity for one shift.
+29744,2024-04-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.386,False,Sensor signal clipping observed during startup surge.
+29745,2024-04-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.896,False,Humidity excursion near finishing booth during coating run.
+29746,2024-04-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.655,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29747,2024-04-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.049,True,Pressure line purge completed before restart authorization.
+29748,2024-04-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.83,False,Temporary gateway failover completed without data loss.
+29749,2024-04-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.665,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29750,2024-04-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.902,False,Transient outlier matched forklift impact near cabinet wall.
+29751,2024-04-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.128,True,Operator reported intermittent chatter on machine CNC-04.
+29752,2024-04-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.304,False,Sensor signal clipping observed during startup surge.
+29753,2024-04-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,SCADA backfill inserted two delayed telemetry points.
+29754,2024-04-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.801,False,Operator reset acknowledged after red-tag inspection.
+29755,2024-04-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.094,True,Press cycle dwell time lengthened during high-volume batch.
+29756,2024-04-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.105,False,Maintenance scheduler deferred calibration due to spare shortage.
+29757,2024-04-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.574,False,Reliability engineer tagged sample window for model retraining.
+29758,2024-04-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.45,False,Pressure settled back to nominal after valve reseat.
+29759,2024-04-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.12,True,Temperature variance narrowed after coolant nozzle cleaning.
+29760,2024-04-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.483,False,Maintenance crew confirmed lubrication interval was missed.
+29761,2024-04-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.863,False,Shift handoff note referenced unusual noise near press enclosure.
+29762,2024-04-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.438,False,Humidity climbed during dock-door open period in afternoon shift.
+29763,2024-04-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.713,True,Thermal ramp exceeded expected warmup curve before shift start.
+29764,2024-04-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.531,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29765,2024-04-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Vibration baseline recovered after tool holder replacement.
+29766,2024-04-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.711,False,Pressure settled back to nominal after valve reseat.
+29767,2024-04-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.045,True,Telemetry quality flag downgraded during sensor self-test window.
+29768,2024-04-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.224,False,Machine idle period extended during planned sanitation window.
+29769,2024-04-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Coolant loop adjustment reduced chamber temperature spread.
+29770,2024-04-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.383,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29771,2024-04-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.192,True,Pressure settled back to nominal after valve reseat.
+29772,2024-04-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.783,False,Vibration baseline recovered after tool holder replacement.
+29773,2024-04-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.807,False,Hydraulic line pressure oscillation detected under load.
+29774,2024-04-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.256,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29775,2024-04-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Compressed air fluctuation introduced pressure noise for two cycles.
+29776,2024-04-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.961,False,Air handler maintenance reduced humidity variance on finishing line.
+29777,2024-04-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.006,False,Sensor enclosure opened for manual calibration verification.
+29778,2024-04-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.213,False,Calibration check overdue by 11 days for press-line transducer.
+29779,2024-04-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.724,True,Thermal ramp exceeded expected warmup curve before shift start.
+29780,2024-04-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.094,False,Humidity climbed during dock-door open period in afternoon shift.
+29781,2024-04-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Edge collector replayed buffered events after network recovery.
+29782,2024-04-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.016,False,Machine idle period extended during planned sanitation window.
+29783,2024-04-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.817,True,Vibration harmonics broadened during extended production run.
+29784,2024-04-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.783,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29785,2024-04-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.532,False,Temperature remained elevated during unscheduled overtime run.
+29786,2024-04-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.746,False,Humidity climbed during dock-door open period in afternoon shift.
+29787,2024-04-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.162,True,Packaging line stop reduced adjacent vibration background.
+29788,2024-04-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29789,2024-04-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29790,2024-04-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+29791,2024-04-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.082,True,Compressed air fluctuation introduced pressure noise for two cycles.
+29792,2024-04-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.832,False,Short-lived packet loss observed at edge gateway gw-02.
+29793,2024-04-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Press cycle dwell time lengthened during high-volume batch.
+29794,2024-04-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.381,False,Pressure peak corresponds to oversized billet batch processing.
+29795,2024-04-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.788,True,Edge collector replayed buffered events after network recovery.
+29796,2024-04-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.862,False,Maintenance scheduler deferred calibration due to spare shortage.
+29797,2024-04-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.615,False,Sensor heartbeat delayed by one interval after gateway retry.
+29798,2024-04-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.727,False,Temperature remained elevated during unscheduled overtime run.
+29799,2024-04-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Sensor 3 drift suspected after cross-check with manual gauge.
+29800,2024-04-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.159,False,SCADA backfill inserted two delayed telemetry points.
+29801,2024-04-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Pressure line purge completed before restart authorization.
+29802,2024-04-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.23,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29803,2024-04-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.222,True,Condensation warning cleared after dehumidifier ramp-up.
+29804,2024-04-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.094,False,Sensor battery health remains nominal after firmware update.
+29805,2024-04-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Pressure line purge completed before restart authorization.
+29806,2024-04-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.267,False,Vibration burst exceeds envelope during tool change cycle.
+29807,2024-04-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.423,True,Machine throughput increase drove sustained pressure uplift.
+29808,2024-04-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.872,False,Temporary gateway failover completed without data loss.
+29809,2024-04-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Pressure peak corresponds to oversized billet batch processing.
+29810,2024-04-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.902,False,Machine idle period extended during planned sanitation window.
+29811,2024-04-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.454,True,Vibration harmonics broadened during extended production run.
+29812,2024-04-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.23,False,Sensor enclosure opened for manual calibration verification.
+29813,2024-04-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.664,False,Sensor battery health remains nominal after firmware update.
+29814,2024-04-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.842,False,Transient outlier matched forklift impact near cabinet wall.
+29815,2024-04-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.1,True,Humidity baseline improved after seal replacement.
+29816,2024-04-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.046,False,Pressure settled back to nominal after valve reseat.
+29817,2024-04-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.939,False,Operator reported intermittent chatter on machine CNC-04.
+29818,2024-04-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.466,False,Pressure peak corresponds to oversized billet batch processing.
+29819,2024-04-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.201,True,Press cycle dwell time lengthened during high-volume batch.
+29820,2024-04-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.878,False,Anomaly review flagged possible bearing wear progression.
+29821,2024-04-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.799,False,Operator reported intermittent chatter on machine CNC-04.
+29822,2024-04-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.619,False,Temperature remained elevated during unscheduled overtime run.
+29823,2024-04-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.472,True,Temperature remained elevated during unscheduled overtime run.
+29824,2024-04-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.231,False,Sensor battery health remains nominal after firmware update.
+29825,2024-04-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Short-lived packet loss observed at edge gateway gw-02.
+29826,2024-04-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.786,False,Telemetry quality flag downgraded during sensor self-test window.
+29827,2024-04-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.43,True,Press cycle dwell time lengthened during high-volume batch.
+29828,2024-04-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.722,False,Night shift startup produced higher than normal vibration floor.
+29829,2024-04-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29830,2024-04-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.116,False,Maintenance scheduler deferred calibration due to spare shortage.
+29831,2024-04-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.45,True,Vibration baseline recovered after tool holder replacement.
+29832,2024-04-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.258,False,Air handler maintenance reduced humidity variance on finishing line.
+29833,2024-04-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.894,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29834,2024-04-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.791,False,Unbalanced load introduced cyclical pressure ripple.
+29835,2024-04-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.213,True,Short-lived packet loss observed at edge gateway gw-02.
+29836,2024-04-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.668,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29837,2024-04-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Heat-treat furnace door cycling increased localized temperature spikes.
+29838,2024-04-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.295,False,Thermal overshoot event coincided with recipe change on furnace.
+29839,2024-04-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.778,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+29840,2024-04-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.528,False,Packaging line stop reduced adjacent vibration background.
+29841,2024-04-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.718,False,Operator reset acknowledged after red-tag inspection.
+29842,2024-04-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.406,False,Air handler maintenance reduced humidity variance on finishing line.
+29843,2024-04-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.79,True,Temperature remained elevated during unscheduled overtime run.
+29844,2024-04-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,33.696,False,Air handler maintenance reduced humidity variance on finishing line.
+29845,2024-04-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.064,False,Sensor battery health remains nominal after firmware update.
+29846,2024-04-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.292,False,Machine throughput increase drove sustained pressure uplift.
+29847,2024-04-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.56,True,Heat-treat furnace door cycling increased localized temperature spikes.
+29848,2024-04-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.409,False,Sensor enclosure opened for manual calibration verification.
+29849,2024-04-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.851,False,Temperature variance narrowed after coolant nozzle cleaning.
+29850,2024-04-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.332,False,Unbalanced load introduced cyclical pressure ripple.
+29851,2024-04-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.924,True,Pressure peak corresponds to oversized billet batch processing.
+29852,2024-04-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.013,False,Bearing temperature rising faster than baseline on spindle cell.
+29853,2024-04-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.771,False,Machine idle period extended during planned sanitation window.
+29854,2024-04-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Reliability engineer tagged sample window for model retraining.
+29855,2024-04-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.322,True,Thermal overshoot event coincided with recipe change on furnace.
+29856,2024-04-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.214,False,Operator reset acknowledged after red-tag inspection.
+29857,2024-04-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Unbalanced load introduced cyclical pressure ripple.
+29858,2024-04-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Compressed air fluctuation introduced pressure noise for two cycles.
+29859,2024-04-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.342,True,Press cycle dwell time lengthened during high-volume batch.
+29860,2024-04-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.264,False,Humidity baseline improved after seal replacement.
+29861,2024-04-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Anomaly review flagged possible bearing wear progression.
+29862,2024-04-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.309,False,Hydraulic line pressure oscillation detected under load.
+29863,2024-04-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.381,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29864,2024-04-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.969,False,Vibration baseline recovered after tool holder replacement.
+29865,2024-04-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.303,False,Bearing temperature rising faster than baseline on spindle cell.
+29866,2024-04-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.593,False,Bearing temperature rising faster than baseline on spindle cell.
+29867,2024-04-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.203,True,Operator reported intermittent chatter on machine CNC-04.
+29868,2024-04-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.89,False,Maintenance note logged for coupling imbalance inspection.
+29869,2024-04-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Humidity excursion near finishing booth during coating run.
+29870,2024-04-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.494,False,Machine throughput increase drove sustained pressure uplift.
+29871,2024-04-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.587,True,Dust extraction fan offline for 18 minutes on line finishing.
+29872,2024-04-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.28,False,Air handler maintenance reduced humidity variance on finishing line.
+29873,2024-04-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,SCADA backfill inserted two delayed telemetry points.
+29874,2024-04-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.984,False,Air handler maintenance reduced humidity variance on finishing line.
+29875,2024-04-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Calibration check overdue by 11 days for press-line transducer.
+29876,2024-04-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.212,False,Supervisory alert generated after three consecutive threshold breaches.
+29877,2024-04-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.789,False,Transient outlier matched forklift impact near cabinet wall.
+29878,2024-04-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.655,False,Pressure line purge completed before restart authorization.
+29879,2024-04-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.014,True,Maintenance scheduler deferred calibration due to spare shortage.
+29880,2024-04-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.141,False,SCADA backfill inserted two delayed telemetry points.
+29881,2024-04-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Sensor heartbeat delayed by one interval after gateway retry.
+29882,2024-04-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.185,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29883,2024-04-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.603,True,Ambient temperature stabilized after HVAC stage-two engagement.
+29884,2024-04-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.522,False,SCADA backfill inserted two delayed telemetry points.
+29885,2024-04-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,SCADA backfill inserted two delayed telemetry points.
+29886,2024-04-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.115,False,Warning threshold updated for pilot predictive-maintenance model.
+29887,2024-04-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.498,True,Operator reset acknowledged after red-tag inspection.
+29888,2024-04-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.674,False,Sensor 3 drift suspected after cross-check with manual gauge.
+29889,2024-04-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Humidity readings track seasonal rise across late spring.
+29890,2024-04-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.912,False,Pressure settled back to nominal after valve reseat.
+29891,2024-04-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.57,True,Warning threshold updated for pilot predictive-maintenance model.
+29892,2024-04-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.422,False,Condensation warning cleared after dehumidifier ramp-up.
+29893,2024-04-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.627,False,SCADA backfill inserted two delayed telemetry points.
+29894,2024-04-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.355,False,Hydraulic line pressure oscillation detected under load.
+29895,2024-04-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.248,True,Humidity climbed during dock-door open period in afternoon shift.
+29896,2024-04-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.147,False,Machine throughput increase drove sustained pressure uplift.
+29897,2024-04-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.188,False,Humidity baseline improved after seal replacement.
+29898,2024-04-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.663,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29899,2024-04-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.543,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+29900,2024-04-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.069,False,Quality hold reduced finishing booth activity for one shift.
+29901,2024-04-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Reliability engineer tagged sample window for model retraining.
+29902,2024-04-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.425,False,Humidity readings track seasonal rise across late spring.
+29903,2024-04-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.228,True,Heat-treat furnace door cycling increased localized temperature spikes.
+29904,2024-04-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.808,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29905,2024-04-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Machine idle period extended during planned sanitation window.
+29906,2024-04-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.298,False,Quality team requested trace review for lot 24-118B.
+29907,2024-04-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.095,True,Maintenance scheduler deferred calibration due to spare shortage.
+29908,2024-04-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.523,False,Reliability engineer tagged sample window for model retraining.
+29909,2024-04-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Sensor heartbeat delayed by one interval after gateway retry.
+29910,2024-04-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.166,False,Unbalanced load introduced cyclical pressure ripple.
+29911,2024-04-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.531,True,Hydraulic line pressure oscillation detected under load.
+29912,2024-04-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.733,False,Quality hold reduced finishing booth activity for one shift.
+29913,2024-04-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.1,False,Night shift startup produced higher than normal vibration floor.
+29914,2024-04-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.54,False,Pressure settled back to nominal after valve reseat.
+29915,2024-04-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.64,True,Humidity baseline improved after seal replacement.
+29916,2024-04-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.369,False,Short-lived packet loss observed at edge gateway gw-02.
+29917,2024-04-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.641,False,Edge collector replayed buffered events after network recovery.
+29918,2024-04-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.505,False,Humidity climbed during dock-door open period in afternoon shift.
+29919,2024-04-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.484,True,Maintenance note logged for coupling imbalance inspection.
+29920,2024-04-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.941,False,Quality team requested trace review for lot 24-118B.
+29921,2024-04-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Machine idle period extended during planned sanitation window.
+29922,2024-04-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.758,False,Pressure line purge completed before restart authorization.
+29923,2024-04-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Thermal ramp exceeded expected warmup curve before shift start.
+29924,2024-04-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.829,False,Night shift startup produced higher than normal vibration floor.
+29925,2024-04-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.444,False,Temporary gateway failover completed without data loss.
+29926,2024-04-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.433,False,Thermal overshoot event coincided with recipe change on furnace.
+29927,2024-04-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.276,True,Quality hold reduced finishing booth activity for one shift.
+29928,2024-04-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.063,False,Operator reset acknowledged after red-tag inspection.
+29929,2024-04-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Humidity excursion near finishing booth during coating run.
+29930,2024-04-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.349,False,Vibration harmonics broadened during extended production run.
+29931,2024-04-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.476,True,Humidity climbed during dock-door open period in afternoon shift.
+29932,2024-04-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.82,False,Transient outlier matched forklift impact near cabinet wall.
+29933,2024-04-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Temporary gateway failover completed without data loss.
+29934,2024-04-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.156,False,Machine throughput increase drove sustained pressure uplift.
+29935,2024-04-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.767,True,Edge collector replayed buffered events after network recovery.
+29936,2024-04-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.121,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+29937,2024-04-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Edge collector replayed buffered events after network recovery.
+29938,2024-04-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.725,False,Sensor heartbeat delayed by one interval after gateway retry.
+29939,2024-04-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.833,True,Hydraulic line pressure oscillation detected under load.
+29940,2024-04-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.687,False,Vibration baseline recovered after tool holder replacement.
+29941,2024-04-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.923,False,Reliability engineer tagged sample window for model retraining.
+29942,2024-04-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.231,False,Pressure settled back to nominal after valve reseat.
+29943,2024-04-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.454,True,Pressure settled back to nominal after valve reseat.
+29944,2024-04-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.706,False,Temperature variance narrowed after coolant nozzle cleaning.
+29945,2024-04-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.175,False,Sensor heartbeat delayed by one interval after gateway retry.
+29946,2024-04-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.111,False,Press cycle dwell time lengthened during high-volume batch.
+29947,2024-04-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.13,True,Short-lived packet loss observed at edge gateway gw-02.
+29948,2024-04-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.6,False,Sensor heartbeat delayed by one interval after gateway retry.
+29949,2024-04-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.186,False,Sensor signal clipping observed during startup surge.
+29950,2024-04-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.429,False,Pressure line purge completed before restart authorization.
+29951,2024-04-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.981,True,Maintenance scheduler deferred calibration due to spare shortage.
+29952,2024-04-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.431,False,Coolant loop adjustment reduced chamber temperature spread.
+29953,2024-04-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.894,False,Edge collector replayed buffered events after network recovery.
+29954,2024-04-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.129,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29955,2024-04-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.794,True,Bearing temperature rising faster than baseline on spindle cell.
+29956,2024-04-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.873,False,Maintenance crew confirmed lubrication interval was missed.
+29957,2024-04-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.144,False,Temperature remained elevated during unscheduled overtime run.
+29958,2024-04-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.468,False,Dust extraction fan offline for 18 minutes on line finishing.
+29959,2024-04-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.642,True,Night shift startup produced higher than normal vibration floor.
+29960,2024-04-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.421,False,Dust extraction fan offline for 18 minutes on line finishing.
+29961,2024-04-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.721,False,Temperature variance narrowed after coolant nozzle cleaning.
+29962,2024-04-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.858,False,Press cycle dwell time lengthened during high-volume batch.
+29963,2024-04-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.121,True,Temperature remained elevated during unscheduled overtime run.
+29964,2024-04-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.098,False,Air handler maintenance reduced humidity variance on finishing line.
+29965,2024-04-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Humidity readings track seasonal rise across late spring.
+29966,2024-04-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.568,False,Telemetry quality flag downgraded during sensor self-test window.
+29967,2024-04-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.632,True,SCADA backfill inserted two delayed telemetry points.
+29968,2024-04-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.366,False,Calibration check overdue by 11 days for press-line transducer.
+29969,2024-04-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.83,False,Thermal overshoot event coincided with recipe change on furnace.
+29970,2024-04-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.905,False,Humidity excursion near finishing booth during coating run.
+29971,2024-04-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.173,True,Temperature variance narrowed after coolant nozzle cleaning.
+29972,2024-04-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.618,False,Thermal overshoot event coincided with recipe change on furnace.
+29973,2024-04-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.734,False,Quality team requested trace review for lot 24-118B.
+29974,2024-04-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.192,False,Pressure line purge completed before restart authorization.
+29975,2024-04-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.57,True,Quality hold reduced finishing booth activity for one shift.
+29976,2024-04-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.43,False,Humidity excursion near finishing booth during coating run.
+29977,2024-04-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Sensor heartbeat delayed by one interval after gateway retry.
+29978,2024-04-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.71,False,Transient outlier matched forklift impact near cabinet wall.
+29979,2024-04-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.513,True,Vibration baseline recovered after tool holder replacement.
+29980,2024-04-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.285,False,Maintenance scheduler deferred calibration due to spare shortage.
+29981,2024-04-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.521,False,Reliability engineer tagged sample window for model retraining.
+29982,2024-04-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.362,False,Hydraulic line pressure oscillation detected under load.
+29983,2024-04-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.506,True,Sensor enclosure opened for manual calibration verification.
+29984,2024-04-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.25,False,Thermal overshoot event coincided with recipe change on furnace.
+29985,2024-04-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.671,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29986,2024-04-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.983,False,Unbalanced load introduced cyclical pressure ripple.
+29987,2024-04-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.871,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+29988,2024-04-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.269,False,Maintenance scheduler deferred calibration due to spare shortage.
+29989,2024-04-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.084,False,Maintenance note logged for coupling imbalance inspection.
+29990,2024-04-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.286,False,Press cycle dwell time lengthened during high-volume batch.
+29991,2024-04-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.795,True,Calibration check overdue by 11 days for press-line transducer.
+29992,2024-04-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.499,False,Sensor battery health remains nominal after firmware update.
+29993,2024-04-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.724,False,Ambient temperature stabilized after HVAC stage-two engagement.
+29994,2024-04-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.115,False,Maintenance note logged for coupling imbalance inspection.
+29995,2024-04-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.208,True,Temperature variance narrowed after coolant nozzle cleaning.
+29996,2024-04-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.321,False,Reliability engineer tagged sample window for model retraining.
+29997,2024-04-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.458,False,Thermal ramp exceeded expected warmup curve before shift start.
+29998,2024-04-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.439,False,Humidity climbed during dock-door open period in afternoon shift.
+29999,2024-04-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.444,True,Ambient temperature stabilized after HVAC stage-two engagement.
+30000,2024-04-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.616,False,Transient outlier matched forklift impact near cabinet wall.
+30001,2024-04-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Night shift startup produced higher than normal vibration floor.
+30002,2024-04-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.6,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30003,2024-04-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.119,True,Packaging line stop reduced adjacent vibration background.
+30004,2024-04-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.636,False,Machine throughput increase drove sustained pressure uplift.
+30005,2024-04-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.789,False,Edge collector replayed buffered events after network recovery.
+30006,2024-04-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.744,False,Dust extraction fan offline for 18 minutes on line finishing.
+30007,2024-04-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.037,True,Telemetry quality flag downgraded during sensor self-test window.
+30008,2024-04-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.143,False,Thermal overshoot event coincided with recipe change on furnace.
+30009,2024-04-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.718,False,Press cycle dwell time lengthened during high-volume batch.
+30010,2024-04-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.978,False,Humidity readings track seasonal rise across late spring.
+30011,2024-04-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.042,True,Thermal ramp exceeded expected warmup curve before shift start.
+30012,2024-04-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.586,False,Dust extraction fan offline for 18 minutes on line finishing.
+30013,2024-04-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.624,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30014,2024-04-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.684,False,Pressure peak corresponds to oversized billet batch processing.
+30015,2024-04-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.923,True,Unbalanced load introduced cyclical pressure ripple.
+30016,2024-04-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.68,False,Quality hold reduced finishing booth activity for one shift.
+30017,2024-04-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.469,False,Short-lived packet loss observed at edge gateway gw-02.
+30018,2024-04-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.983,False,Quality hold reduced finishing booth activity for one shift.
+30019,2024-04-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.228,True,Sensor enclosure opened for manual calibration verification.
+30020,2024-04-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.823,False,Warning threshold updated for pilot predictive-maintenance model.
+30021,2024-04-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Machine throughput increase drove sustained pressure uplift.
+30022,2024-04-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.312,False,Unbalanced load introduced cyclical pressure ripple.
+30023,2024-04-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.263,True,Sensor enclosure opened for manual calibration verification.
+30024,2024-04-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.871,False,Warning threshold updated for pilot predictive-maintenance model.
+30025,2024-04-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Quality team requested trace review for lot 24-118B.
+30026,2024-04-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.089,False,Pressure line purge completed before restart authorization.
+30027,2024-04-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.741,True,Temperature remained elevated during unscheduled overtime run.
+30028,2024-04-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.436,False,Condensation warning cleared after dehumidifier ramp-up.
+30029,2024-04-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.457,False,Sensor enclosure opened for manual calibration verification.
+30030,2024-04-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Bearing temperature rising faster than baseline on spindle cell.
+30031,2024-04-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.029,True,Shift handoff note referenced unusual noise near press enclosure.
+30032,2024-04-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.4,False,Vibration harmonics broadened during extended production run.
+30033,2024-04-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.388,False,Telemetry quality flag downgraded during sensor self-test window.
+30034,2024-04-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.42,False,Humidity excursion near finishing booth during coating run.
+30035,2024-04-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.196,True,Sensor 3 drift suspected after cross-check with manual gauge.
+30036,2024-04-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.974,False,Dust extraction fan offline for 18 minutes on line finishing.
+30037,2024-04-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Sensor signal clipping observed during startup surge.
+30038,2024-04-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.721,False,Sensor battery health remains nominal after firmware update.
+30039,2024-04-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.546,True,Maintenance crew confirmed lubrication interval was missed.
+30040,2024-04-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.518,False,Packaging line stop reduced adjacent vibration background.
+30041,2024-04-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.69,False,Humidity readings track seasonal rise across late spring.
+30042,2024-04-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.195,False,Sensor battery health remains nominal after firmware update.
+30043,2024-04-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.953,True,Anomaly review flagged possible bearing wear progression.
+30044,2024-04-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.295,False,Humidity readings track seasonal rise across late spring.
+30045,2024-04-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Vibration baseline recovered after tool holder replacement.
+30046,2024-04-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.283,False,Humidity baseline improved after seal replacement.
+30047,2024-04-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.13,True,Sensor battery health remains nominal after firmware update.
+30048,2024-04-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.549,False,Quality team requested trace review for lot 24-118B.
+30049,2024-04-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Pressure peak corresponds to oversized billet batch processing.
+30050,2024-04-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.189,False,Sensor enclosure opened for manual calibration verification.
+30051,2024-04-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.361,True,Sensor 3 drift suspected after cross-check with manual gauge.
+30052,2024-04-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.141,False,Pressure line purge completed before restart authorization.
+30053,2024-04-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Press cycle dwell time lengthened during high-volume batch.
+30054,2024-04-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.929,False,Temperature remained elevated during unscheduled overtime run.
+30055,2024-04-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.524,True,Telemetry quality flag downgraded during sensor self-test window.
+30056,2024-04-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.322,False,Bearing temperature rising faster than baseline on spindle cell.
+30057,2024-04-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.806,False,Quality hold reduced finishing booth activity for one shift.
+30058,2024-04-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.519,False,Short-lived packet loss observed at edge gateway gw-02.
+30059,2024-04-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.069,True,Sensor battery health remains nominal after firmware update.
+30060,2024-04-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.961,False,Packaging line stop reduced adjacent vibration background.
+30061,2024-04-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Coolant loop adjustment reduced chamber temperature spread.
+30062,2024-04-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.607,False,Thermal overshoot event coincided with recipe change on furnace.
+30063,2024-04-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.122,True,Maintenance note logged for coupling imbalance inspection.
+30064,2024-04-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.692,False,Humidity climbed during dock-door open period in afternoon shift.
+30065,2024-04-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Operator reported intermittent chatter on machine CNC-04.
+30066,2024-04-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.799,False,Calibration check overdue by 11 days for press-line transducer.
+30067,2024-04-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.038,True,SCADA backfill inserted two delayed telemetry points.
+30068,2024-04-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.417,False,Sensor battery health remains nominal after firmware update.
+30069,2024-04-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.48,False,Reliability engineer tagged sample window for model retraining.
+30070,2024-04-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.322,False,Pressure peak corresponds to oversized billet batch processing.
+30071,2024-04-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.985,True,Quality hold reduced finishing booth activity for one shift.
+30072,2024-04-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.286,False,Short-lived packet loss observed at edge gateway gw-02.
+30073,2024-04-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30074,2024-04-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.681,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30075,2024-04-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.267,True,Maintenance scheduler deferred calibration due to spare shortage.
+30076,2024-04-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.023,False,Pressure line purge completed before restart authorization.
+30077,2024-04-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.206,False,Anomaly review flagged possible bearing wear progression.
+30078,2024-04-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.818,False,Maintenance crew confirmed lubrication interval was missed.
+30079,2024-04-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.062,True,Temperature variance narrowed after coolant nozzle cleaning.
+30080,2024-04-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Night shift startup produced higher than normal vibration floor.
+30081,2024-04-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.214,False,Sensor battery health remains nominal after firmware update.
+30082,2024-04-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.318,False,Maintenance scheduler deferred calibration due to spare shortage.
+30083,2024-04-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.426,True,Operator reported intermittent chatter on machine CNC-04.
+30084,2024-04-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.44,False,Reliability engineer tagged sample window for model retraining.
+30085,2024-04-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.967,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30086,2024-04-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.147,False,Hydraulic line pressure oscillation detected under load.
+30087,2024-04-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.14,True,Night shift startup produced higher than normal vibration floor.
+30088,2024-04-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.657,False,Machine throughput increase drove sustained pressure uplift.
+30089,2024-04-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Coolant loop adjustment reduced chamber temperature spread.
+30090,2024-04-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.359,False,Maintenance crew confirmed lubrication interval was missed.
+30091,2024-04-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.816,True,Telemetry quality flag downgraded during sensor self-test window.
+30092,2024-04-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.368,False,Vibration burst exceeds envelope during tool change cycle.
+30093,2024-04-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.395,False,Pressure peak corresponds to oversized billet batch processing.
+30094,2024-04-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.25,False,Vibration baseline recovered after tool holder replacement.
+30095,2024-04-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.058,True,Humidity baseline improved after seal replacement.
+30096,2024-04-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.829,False,Bearing temperature rising faster than baseline on spindle cell.
+30097,2024-04-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.865,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30098,2024-04-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.302,False,Temperature variance narrowed after coolant nozzle cleaning.
+30099,2024-04-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.508,True,Short-lived packet loss observed at edge gateway gw-02.
+30100,2024-04-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.137,False,Thermal overshoot event coincided with recipe change on furnace.
+30101,2024-04-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Shift handoff note referenced unusual noise near press enclosure.
+30102,2024-04-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.93,False,Humidity baseline improved after seal replacement.
+30103,2024-04-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.607,True,Humidity climbed during dock-door open period in afternoon shift.
+30104,2024-04-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.984,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30105,2024-04-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.711,False,Temporary gateway failover completed without data loss.
+30106,2024-04-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.629,False,Warning threshold updated for pilot predictive-maintenance model.
+30107,2024-04-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.742,True,Vibration baseline recovered after tool holder replacement.
+30108,2024-04-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.003,False,Short-lived packet loss observed at edge gateway gw-02.
+30109,2024-04-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.769,False,Quality hold reduced finishing booth activity for one shift.
+30110,2024-04-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.39,False,SCADA backfill inserted two delayed telemetry points.
+30111,2024-04-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Machine idle period extended during planned sanitation window.
+30112,2024-04-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.191,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30113,2024-04-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.841,False,Sensor enclosure opened for manual calibration verification.
+30114,2024-04-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.067,False,Humidity baseline improved after seal replacement.
+30115,2024-04-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.902,True,Coolant loop adjustment reduced chamber temperature spread.
+30116,2024-04-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.919,False,Calibration check overdue by 11 days for press-line transducer.
+30117,2024-04-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Edge collector replayed buffered events after network recovery.
+30118,2024-04-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.239,False,Packaging line stop reduced adjacent vibration background.
+30119,2024-04-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.29,True,SCADA backfill inserted two delayed telemetry points.
+30120,2024-04-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.01,False,Maintenance crew confirmed lubrication interval was missed.
+30121,2024-04-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.491,False,Quality team requested trace review for lot 24-118B.
+30122,2024-04-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.058,False,Pressure settled back to nominal after valve reseat.
+30123,2024-04-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.423,True,Humidity baseline improved after seal replacement.
+30124,2024-04-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.66,False,Sensor signal clipping observed during startup surge.
+30125,2024-04-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.467,False,Pressure line purge completed before restart authorization.
+30126,2024-04-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.683,False,Temporary gateway failover completed without data loss.
+30127,2024-04-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.709,True,Machine throughput increase drove sustained pressure uplift.
+30128,2024-04-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Hydraulic line pressure oscillation detected under load.
+30129,2024-04-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Maintenance crew confirmed lubrication interval was missed.
+30130,2024-04-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.737,False,Vibration harmonics broadened during extended production run.
+30131,2024-04-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.942,True,Maintenance scheduler deferred calibration due to spare shortage.
+30132,2024-04-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.416,False,Coolant loop adjustment reduced chamber temperature spread.
+30133,2024-04-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30134,2024-04-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.28,False,Pressure settled back to nominal after valve reseat.
+30135,2024-04-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.309,True,Maintenance note logged for coupling imbalance inspection.
+30136,2024-04-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.391,False,Sensor heartbeat delayed by one interval after gateway retry.
+30137,2024-04-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.129,False,Shift handoff note referenced unusual noise near press enclosure.
+30138,2024-04-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.134,False,Pressure line purge completed before restart authorization.
+30139,2024-04-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.154,True,Supervisory alert generated after three consecutive threshold breaches.
+30140,2024-04-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.243,False,Temporary gateway failover completed without data loss.
+30141,2024-04-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30142,2024-04-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.241,False,Shift handoff note referenced unusual noise near press enclosure.
+30143,2024-04-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Operator reset acknowledged after red-tag inspection.
+30144,2024-04-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.631,False,Shift handoff note referenced unusual noise near press enclosure.
+30145,2024-04-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.889,False,Unbalanced load introduced cyclical pressure ripple.
+30146,2024-04-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.338,False,Machine idle period extended during planned sanitation window.
+30147,2024-04-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.233,True,Vibration burst exceeds envelope during tool change cycle.
+30148,2024-04-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.774,False,Calibration check overdue by 11 days for press-line transducer.
+30149,2024-04-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.567,False,Sensor battery health remains nominal after firmware update.
+30150,2024-04-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.698,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30151,2024-04-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.439,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30152,2024-04-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.772,False,Machine idle period extended during planned sanitation window.
+30153,2024-04-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Thermal overshoot event coincided with recipe change on furnace.
+30154,2024-04-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.403,False,Temperature remained elevated during unscheduled overtime run.
+30155,2024-04-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.955,True,Ambient temperature stabilized after HVAC stage-two engagement.
+30156,2024-04-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.985,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30157,2024-04-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Sensor enclosure opened for manual calibration verification.
+30158,2024-04-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.753,False,Supervisory alert generated after three consecutive threshold breaches.
+30159,2024-04-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.154,True,Night shift startup produced higher than normal vibration floor.
+30160,2024-04-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.022,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30161,2024-04-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.528,False,Operator reported intermittent chatter on machine CNC-04.
+30162,2024-04-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.571,False,Telemetry quality flag downgraded during sensor self-test window.
+30163,2024-04-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.869,True,Condensation warning cleared after dehumidifier ramp-up.
+30164,2024-04-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.308,False,Operator reported intermittent chatter on machine CNC-04.
+30165,2024-04-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.533,False,Humidity excursion near finishing booth during coating run.
+30166,2024-04-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.239,False,Dust extraction fan offline for 18 minutes on line finishing.
+30167,2024-04-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.863,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+30168,2024-04-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.758,False,Dust extraction fan offline for 18 minutes on line finishing.
+30169,2024-04-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,Sensor heartbeat delayed by one interval after gateway retry.
+30170,2024-04-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.834,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30171,2024-04-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.461,True,Bearing temperature rising faster than baseline on spindle cell.
+30172,2024-04-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.228,False,Pressure settled back to nominal after valve reseat.
+30173,2024-04-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.467,False,Sensor signal clipping observed during startup surge.
+30174,2024-04-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.065,False,Temperature remained elevated during unscheduled overtime run.
+30175,2024-04-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.127,True,Sensor battery health remains nominal after firmware update.
+30176,2024-04-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.739,False,Temporary gateway failover completed without data loss.
+30177,2024-04-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.188,False,Vibration baseline recovered after tool holder replacement.
+30178,2024-04-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.783,False,Operator reset acknowledged after red-tag inspection.
+30179,2024-04-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.654,True,Quality team requested trace review for lot 24-118B.
+30180,2024-04-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.77,False,Humidity readings track seasonal rise across late spring.
+30181,2024-04-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.162,False,Machine idle period extended during planned sanitation window.
+30182,2024-04-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.696,False,Edge collector replayed buffered events after network recovery.
+30183,2024-04-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.866,True,Anomaly review flagged possible bearing wear progression.
+30184,2024-04-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.383,False,Unbalanced load introduced cyclical pressure ripple.
+30185,2024-04-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.822,False,Warning threshold updated for pilot predictive-maintenance model.
+30186,2024-04-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.387,False,Press cycle dwell time lengthened during high-volume batch.
+30187,2024-04-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.65,True,Heat-treat furnace door cycling increased localized temperature spikes.
+30188,2024-04-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.666,False,Short-lived packet loss observed at edge gateway gw-02.
+30189,2024-04-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Humidity excursion near finishing booth during coating run.
+30190,2024-04-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.391,False,Reliability engineer tagged sample window for model retraining.
+30191,2024-04-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.378,True,SCADA backfill inserted two delayed telemetry points.
+30192,2024-04-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.612,False,Sensor enclosure opened for manual calibration verification.
+30193,2024-04-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Coolant loop adjustment reduced chamber temperature spread.
+30194,2024-04-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.455,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30195,2024-04-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.709,True,Machine idle period extended during planned sanitation window.
+30196,2024-04-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.003,False,Temperature variance narrowed after coolant nozzle cleaning.
+30197,2024-04-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30198,2024-04-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.254,False,Supervisory alert generated after three consecutive threshold breaches.
+30199,2024-04-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.513,True,SCADA backfill inserted two delayed telemetry points.
+30200,2024-04-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.323,False,Maintenance scheduler deferred calibration due to spare shortage.
+30201,2024-04-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.258,False,Quality team requested trace review for lot 24-118B.
+30202,2024-04-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.489,False,Pressure peak corresponds to oversized billet batch processing.
+30203,2024-04-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.551,True,Pressure settled back to nominal after valve reseat.
+30204,2024-04-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30205,2024-04-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.266,False,Humidity readings track seasonal rise across late spring.
+30206,2024-04-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.345,False,Quality hold reduced finishing booth activity for one shift.
+30207,2024-04-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.365,True,Sensor heartbeat delayed by one interval after gateway retry.
+30208,2024-04-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.75,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30209,2024-04-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Hydraulic line pressure oscillation detected under load.
+30210,2024-04-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.791,False,Bearing temperature rising faster than baseline on spindle cell.
+30211,2024-04-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.724,True,Temperature variance narrowed after coolant nozzle cleaning.
+30212,2024-04-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.324,False,Vibration burst exceeds envelope during tool change cycle.
+30213,2024-04-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Dust extraction fan offline for 18 minutes on line finishing.
+30214,2024-04-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.065,False,Humidity readings track seasonal rise across late spring.
+30215,2024-04-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.754,True,Sensor 3 drift suspected after cross-check with manual gauge.
+30216,2024-04-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.78,False,Pressure peak corresponds to oversized billet batch processing.
+30217,2024-04-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.228,False,Packaging line stop reduced adjacent vibration background.
+30218,2024-04-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.735,False,SCADA backfill inserted two delayed telemetry points.
+30219,2024-04-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.503,True,Sensor enclosure opened for manual calibration verification.
+30220,2024-04-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.163,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30221,2024-04-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.275,False,Thermal overshoot event coincided with recipe change on furnace.
+30222,2024-04-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.894,False,Warning threshold updated for pilot predictive-maintenance model.
+30223,2024-04-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.017,True,Shift handoff note referenced unusual noise near press enclosure.
+30224,2024-04-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.635,False,Maintenance crew confirmed lubrication interval was missed.
+30225,2024-04-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.088,False,Condensation warning cleared after dehumidifier ramp-up.
+30226,2024-04-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.16,False,Temperature remained elevated during unscheduled overtime run.
+30227,2024-04-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.0,True,Humidity readings track seasonal rise across late spring.
+30228,2024-04-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.917,False,Humidity baseline improved after seal replacement.
+30229,2024-04-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Night shift startup produced higher than normal vibration floor.
+30230,2024-04-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.589,False,Sensor heartbeat delayed by one interval after gateway retry.
+30231,2024-04-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.645,True,Heat-treat furnace door cycling increased localized temperature spikes.
+30232,2024-04-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.044,False,Pressure line purge completed before restart authorization.
+30233,2024-04-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Quality team requested trace review for lot 24-118B.
+30234,2024-04-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.178,False,Maintenance note logged for coupling imbalance inspection.
+30235,2024-04-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.477,True,Thermal ramp exceeded expected warmup curve before shift start.
+30236,2024-04-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.196,False,Condensation warning cleared after dehumidifier ramp-up.
+30237,2024-04-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.419,False,Transient outlier matched forklift impact near cabinet wall.
+30238,2024-04-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,60.017,False,Temperature remained elevated during unscheduled overtime run.
+30239,2024-04-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.402,True,Edge collector replayed buffered events after network recovery.
+30240,2024-04-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.141,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30241,2024-04-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.89,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30242,2024-04-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.257,False,Temporary gateway failover completed without data loss.
+30243,2024-04-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.113,True,Calibration check overdue by 11 days for press-line transducer.
+30244,2024-04-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.835,False,Hydraulic line pressure oscillation detected under load.
+30245,2024-04-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.325,False,Hydraulic line pressure oscillation detected under load.
+30246,2024-04-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.852,False,Quality team requested trace review for lot 24-118B.
+30247,2024-04-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.641,True,Pressure line purge completed before restart authorization.
+30248,2024-04-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.155,False,Air handler maintenance reduced humidity variance on finishing line.
+30249,2024-04-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Machine idle period extended during planned sanitation window.
+30250,2024-04-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.958,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30251,2024-04-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.811,True,Humidity climbed during dock-door open period in afternoon shift.
+30252,2024-04-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.514,False,Temperature remained elevated during unscheduled overtime run.
+30253,2024-04-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor heartbeat delayed by one interval after gateway retry.
+30254,2024-04-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.098,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30255,2024-04-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Coolant loop adjustment reduced chamber temperature spread.
+30256,2024-04-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.952,False,Warning threshold updated for pilot predictive-maintenance model.
+30257,2024-04-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.732,False,Operator reported intermittent chatter on machine CNC-04.
+30258,2024-04-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.945,False,SCADA backfill inserted two delayed telemetry points.
+30259,2024-04-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.054,True,Edge collector replayed buffered events after network recovery.
+30260,2024-04-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.316,False,Humidity readings track seasonal rise across late spring.
+30261,2024-04-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Shift handoff note referenced unusual noise near press enclosure.
+30262,2024-04-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.551,False,Maintenance note logged for coupling imbalance inspection.
+30263,2024-04-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.705,True,Operator reset acknowledged after red-tag inspection.
+30264,2024-04-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.34,False,Quality team requested trace review for lot 24-118B.
+30265,2024-04-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.859,False,Humidity climbed during dock-door open period in afternoon shift.
+30266,2024-04-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.151,False,Thermal ramp exceeded expected warmup curve before shift start.
+30267,2024-04-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.264,True,Hydraulic line pressure oscillation detected under load.
+30268,2024-04-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.196,False,Sensor signal clipping observed during startup surge.
+30269,2024-04-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Machine idle period extended during planned sanitation window.
+30270,2024-04-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.371,False,Calibration check overdue by 11 days for press-line transducer.
+30271,2024-04-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.805,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30272,2024-04-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.291,False,Unbalanced load introduced cyclical pressure ripple.
+30273,2024-04-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.636,False,Transient outlier matched forklift impact near cabinet wall.
+30274,2024-04-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.163,False,Operator reported intermittent chatter on machine CNC-04.
+30275,2024-04-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.358,True,Heat-treat furnace door cycling increased localized temperature spikes.
+30276,2024-04-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30277,2024-04-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.217,False,Telemetry quality flag downgraded during sensor self-test window.
+30278,2024-04-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.608,False,Operator reported intermittent chatter on machine CNC-04.
+30279,2024-04-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.921,True,Maintenance crew confirmed lubrication interval was missed.
+30280,2024-04-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.13,False,Night shift startup produced higher than normal vibration floor.
+30281,2024-04-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Bearing temperature rising faster than baseline on spindle cell.
+30282,2024-04-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.69,False,Calibration check overdue by 11 days for press-line transducer.
+30283,2024-04-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.26,True,Thermal ramp exceeded expected warmup curve before shift start.
+30284,2024-04-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.64,False,Edge collector replayed buffered events after network recovery.
+30285,2024-04-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30286,2024-04-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.718,False,Sensor enclosure opened for manual calibration verification.
+30287,2024-04-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.026,True,Maintenance crew confirmed lubrication interval was missed.
+30288,2024-04-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.442,False,Sensor signal clipping observed during startup surge.
+30289,2024-04-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.596,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30290,2024-04-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.602,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30291,2024-04-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.3,True,Short-lived packet loss observed at edge gateway gw-02.
+30292,2024-04-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.944,False,Condensation warning cleared after dehumidifier ramp-up.
+30293,2024-04-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30294,2024-04-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.515,False,Temperature variance narrowed after coolant nozzle cleaning.
+30295,2024-04-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.335,True,Press cycle dwell time lengthened during high-volume batch.
+30296,2024-04-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.896,False,Humidity baseline improved after seal replacement.
+30297,2024-04-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Warning threshold updated for pilot predictive-maintenance model.
+30298,2024-04-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.479,False,Condensation warning cleared after dehumidifier ramp-up.
+30299,2024-04-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.931,True,Temporary gateway failover completed without data loss.
+30300,2024-04-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.035,False,Shift handoff note referenced unusual noise near press enclosure.
+30301,2024-04-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.306,False,Dust extraction fan offline for 18 minutes on line finishing.
+30302,2024-04-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.924,False,Shift handoff note referenced unusual noise near press enclosure.
+30303,2024-04-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.163,True,Sensor 3 drift suspected after cross-check with manual gauge.
+30304,2024-04-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.168,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30305,2024-04-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.192,False,Unbalanced load introduced cyclical pressure ripple.
+30306,2024-04-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.976,False,Sensor heartbeat delayed by one interval after gateway retry.
+30307,2024-04-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.82,True,Pressure peak corresponds to oversized billet batch processing.
+30308,2024-04-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.534,False,Humidity excursion near finishing booth during coating run.
+30309,2024-04-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.947,False,Night shift startup produced higher than normal vibration floor.
+30310,2024-04-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.218,False,Sensor signal clipping observed during startup surge.
+30311,2024-04-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.365,True,Sensor signal clipping observed during startup surge.
+30312,2024-04-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.925,False,Maintenance crew confirmed lubrication interval was missed.
+30313,2024-04-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.801,False,Humidity excursion near finishing booth during coating run.
+30314,2024-04-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.881,False,Humidity baseline improved after seal replacement.
+30315,2024-04-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.968,True,Shift handoff note referenced unusual noise near press enclosure.
+30316,2024-04-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.787,False,Thermal overshoot event coincided with recipe change on furnace.
+30317,2024-04-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.616,False,Pressure line purge completed before restart authorization.
+30318,2024-04-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.22,False,Pressure peak corresponds to oversized billet batch processing.
+30319,2024-04-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.116,True,Unbalanced load introduced cyclical pressure ripple.
+30320,2024-04-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.572,False,Vibration harmonics broadened during extended production run.
+30321,2024-04-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Transient outlier matched forklift impact near cabinet wall.
+30322,2024-04-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.434,False,Thermal overshoot event coincided with recipe change on furnace.
+30323,2024-04-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.404,True,Shift handoff note referenced unusual noise near press enclosure.
+30324,2024-04-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30325,2024-04-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.737,False,Calibration check overdue by 11 days for press-line transducer.
+30326,2024-04-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Humidity climbed during dock-door open period in afternoon shift.
+30327,2024-04-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.972,True,Condensation warning cleared after dehumidifier ramp-up.
+30328,2024-04-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.022,False,Transient outlier matched forklift impact near cabinet wall.
+30329,2024-04-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Edge collector replayed buffered events after network recovery.
+30330,2024-04-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.903,False,Maintenance note logged for coupling imbalance inspection.
+30331,2024-04-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.664,True,Air handler maintenance reduced humidity variance on finishing line.
+30332,2024-04-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.048,False,Thermal ramp exceeded expected warmup curve before shift start.
+30333,2024-04-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.26,False,Telemetry quality flag downgraded during sensor self-test window.
+30334,2024-04-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.19,False,Quality team requested trace review for lot 24-118B.
+30335,2024-04-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.914,True,Hydraulic line pressure oscillation detected under load.
+30336,2024-04-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.064,False,Maintenance scheduler deferred calibration due to spare shortage.
+30337,2024-04-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Sensor enclosure opened for manual calibration verification.
+30338,2024-04-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.194,False,Humidity readings track seasonal rise across late spring.
+30339,2024-04-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.831,True,Humidity readings track seasonal rise across late spring.
+30340,2024-04-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.195,False,Condensation warning cleared after dehumidifier ramp-up.
+30341,2024-04-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.621,False,Vibration harmonics broadened during extended production run.
+30342,2024-04-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.327,False,Hydraulic line pressure oscillation detected under load.
+30343,2024-04-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.889,True,Machine idle period extended during planned sanitation window.
+30344,2024-04-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.532,False,Unbalanced load introduced cyclical pressure ripple.
+30345,2024-04-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.542,False,Thermal ramp exceeded expected warmup curve before shift start.
+30346,2024-04-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30347,2024-04-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.153,True,Quality team requested trace review for lot 24-118B.
+30348,2024-04-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.915,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30349,2024-04-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.92,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30350,2024-04-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.051,False,Hydraulic line pressure oscillation detected under load.
+30351,2024-04-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.458,True,Night shift startup produced higher than normal vibration floor.
+30352,2024-04-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.413,False,Pressure peak corresponds to oversized billet batch processing.
+30353,2024-04-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Warning threshold updated for pilot predictive-maintenance model.
+30354,2024-04-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.656,False,Thermal ramp exceeded expected warmup curve before shift start.
+30355,2024-04-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.651,True,Air handler maintenance reduced humidity variance on finishing line.
+30356,2024-04-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.849,False,Temperature variance narrowed after coolant nozzle cleaning.
+30357,2024-04-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.571,False,Air handler maintenance reduced humidity variance on finishing line.
+30358,2024-04-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.793,False,Sensor enclosure opened for manual calibration verification.
+30359,2024-04-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.275,True,Calibration check overdue by 11 days for press-line transducer.
+30360,2024-04-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.77,False,Pressure settled back to nominal after valve reseat.
+30361,2024-04-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Humidity climbed during dock-door open period in afternoon shift.
+30362,2024-04-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.504,False,Humidity readings track seasonal rise across late spring.
+30363,2024-04-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.293,True,Calibration check overdue by 11 days for press-line transducer.
+30364,2024-04-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.863,False,Air handler maintenance reduced humidity variance on finishing line.
+30365,2024-04-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.677,False,Humidity excursion near finishing booth during coating run.
+30366,2024-04-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.889,False,Machine throughput increase drove sustained pressure uplift.
+30367,2024-04-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.583,True,Warning threshold updated for pilot predictive-maintenance model.
+30368,2024-04-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.301,False,Humidity excursion near finishing booth during coating run.
+30369,2024-04-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.166,False,Pressure settled back to nominal after valve reseat.
+30370,2024-04-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.848,False,Air handler maintenance reduced humidity variance on finishing line.
+30371,2024-04-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.704,True,Humidity readings track seasonal rise across late spring.
+30372,2024-04-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.576,False,Humidity excursion near finishing booth during coating run.
+30373,2024-04-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Temporary gateway failover completed without data loss.
+30374,2024-04-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.369,False,Hydraulic line pressure oscillation detected under load.
+30375,2024-04-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.682,True,Machine throughput increase drove sustained pressure uplift.
+30376,2024-04-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.976,False,Coolant loop adjustment reduced chamber temperature spread.
+30377,2024-04-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Sensor signal clipping observed during startup surge.
+30378,2024-04-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.361,False,Operator reported intermittent chatter on machine CNC-04.
+30379,2024-04-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.542,True,Maintenance note logged for coupling imbalance inspection.
+30380,2024-04-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.919,False,Humidity climbed during dock-door open period in afternoon shift.
+30381,2024-04-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Machine idle period extended during planned sanitation window.
+30382,2024-04-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.222,False,Temperature variance narrowed after coolant nozzle cleaning.
+30383,2024-04-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.28,True,Pressure settled back to nominal after valve reseat.
+30384,2024-04-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.682,False,Edge collector replayed buffered events after network recovery.
+30385,2024-04-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.803,False,Anomaly review flagged possible bearing wear progression.
+30386,2024-04-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.53,False,Quality team requested trace review for lot 24-118B.
+30387,2024-04-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.822,True,Reliability engineer tagged sample window for model retraining.
+30388,2024-04-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.908,False,Supervisory alert generated after three consecutive threshold breaches.
+30389,2024-04-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30390,2024-04-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.579,False,Edge collector replayed buffered events after network recovery.
+30391,2024-04-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.997,True,Coolant loop adjustment reduced chamber temperature spread.
+30392,2024-04-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.275,False,Transient outlier matched forklift impact near cabinet wall.
+30393,2024-04-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.069,False,Pressure peak corresponds to oversized billet batch processing.
+30394,2024-04-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.885,False,Operator reset acknowledged after red-tag inspection.
+30395,2024-04-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.104,True,Edge collector replayed buffered events after network recovery.
+30396,2024-04-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.673,False,Sensor signal clipping observed during startup surge.
+30397,2024-04-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Supervisory alert generated after three consecutive threshold breaches.
+30398,2024-04-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.346,False,Short-lived packet loss observed at edge gateway gw-02.
+30399,2024-04-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.736,True,SCADA backfill inserted two delayed telemetry points.
+30400,2024-04-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.905,False,Sensor enclosure opened for manual calibration verification.
+30401,2024-04-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Humidity baseline improved after seal replacement.
+30402,2024-04-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.006,False,Unbalanced load introduced cyclical pressure ripple.
+30403,2024-04-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.178,True,Quality hold reduced finishing booth activity for one shift.
+30404,2024-04-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.187,False,Sensor signal clipping observed during startup surge.
+30405,2024-04-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,Maintenance note logged for coupling imbalance inspection.
+30406,2024-04-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.36,False,Sensor enclosure opened for manual calibration verification.
+30407,2024-04-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.136,True,Bearing temperature rising faster than baseline on spindle cell.
+30408,2024-04-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.873,False,Bearing temperature rising faster than baseline on spindle cell.
+30409,2024-04-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.981,False,Condensation warning cleared after dehumidifier ramp-up.
+30410,2024-04-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.853,False,Air handler maintenance reduced humidity variance on finishing line.
+30411,2024-04-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Humidity readings track seasonal rise across late spring.
+30412,2024-04-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.129,False,Night shift startup produced higher than normal vibration floor.
+30413,2024-04-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.186,False,Humidity climbed during dock-door open period in afternoon shift.
+30414,2024-04-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.108,False,Temporary gateway failover completed without data loss.
+30415,2024-04-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.052,True,Operator reset acknowledged after red-tag inspection.
+30416,2024-04-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.944,False,Quality team requested trace review for lot 24-118B.
+30417,2024-04-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.342,False,Transient outlier matched forklift impact near cabinet wall.
+30418,2024-04-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.995,False,SCADA backfill inserted two delayed telemetry points.
+30419,2024-04-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.972,True,Press cycle dwell time lengthened during high-volume batch.
+30420,2024-04-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.159,False,Warning threshold updated for pilot predictive-maintenance model.
+30421,2024-04-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.665,False,Coolant loop adjustment reduced chamber temperature spread.
+30422,2024-04-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.304,False,Maintenance crew confirmed lubrication interval was missed.
+30423,2024-04-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.719,True,SCADA backfill inserted two delayed telemetry points.
+30424,2024-04-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.719,False,Humidity baseline improved after seal replacement.
+30425,2024-04-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.691,False,Machine idle period extended during planned sanitation window.
+30426,2024-04-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.001,False,Telemetry quality flag downgraded during sensor self-test window.
+30427,2024-04-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.328,True,Calibration check overdue by 11 days for press-line transducer.
+30428,2024-04-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.713,False,Hydraulic line pressure oscillation detected under load.
+30429,2024-04-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Dust extraction fan offline for 18 minutes on line finishing.
+30430,2024-04-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.881,False,Vibration burst exceeds envelope during tool change cycle.
+30431,2024-04-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.408,True,Operator reset acknowledged after red-tag inspection.
+30432,2024-04-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.831,False,Warning threshold updated for pilot predictive-maintenance model.
+30433,2024-04-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.419,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30434,2024-04-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.683,False,Vibration burst exceeds envelope during tool change cycle.
+30435,2024-04-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.372,True,Machine idle period extended during planned sanitation window.
+30436,2024-04-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.496,False,Machine idle period extended during planned sanitation window.
+30437,2024-04-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.102,False,Humidity climbed during dock-door open period in afternoon shift.
+30438,2024-04-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.0,False,Dust extraction fan offline for 18 minutes on line finishing.
+30439,2024-04-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.163,True,Operator reset acknowledged after red-tag inspection.
+30440,2024-04-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.192,False,Maintenance crew confirmed lubrication interval was missed.
+30441,2024-04-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.18,False,Vibration harmonics broadened during extended production run.
+30442,2024-04-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.696,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30443,2024-04-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.333,True,Humidity climbed during dock-door open period in afternoon shift.
+30444,2024-04-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30445,2024-04-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Quality team requested trace review for lot 24-118B.
+30446,2024-04-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.175,False,Transient outlier matched forklift impact near cabinet wall.
+30447,2024-04-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.318,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30448,2024-04-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.424,False,Bearing temperature rising faster than baseline on spindle cell.
+30449,2024-04-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.552,False,Transient outlier matched forklift impact near cabinet wall.
+30450,2024-04-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.522,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30451,2024-04-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.144,True,Hydraulic line pressure oscillation detected under load.
+30452,2024-04-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.569,False,Condensation warning cleared after dehumidifier ramp-up.
+30453,2024-04-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30454,2024-04-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Short-lived packet loss observed at edge gateway gw-02.
+30455,2024-04-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.121,True,Unbalanced load introduced cyclical pressure ripple.
+30456,2024-04-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.309,False,Pressure line purge completed before restart authorization.
+30457,2024-04-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Sensor heartbeat delayed by one interval after gateway retry.
+30458,2024-04-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.004,False,Sensor signal clipping observed during startup surge.
+30459,2024-04-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.12,True,Humidity baseline improved after seal replacement.
+30460,2024-04-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.269,False,Anomaly review flagged possible bearing wear progression.
+30461,2024-04-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.819,False,Packaging line stop reduced adjacent vibration background.
+30462,2024-04-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.365,False,Dust extraction fan offline for 18 minutes on line finishing.
+30463,2024-04-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.376,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30464,2024-04-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.764,False,Sensor enclosure opened for manual calibration verification.
+30465,2024-04-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Machine idle period extended during planned sanitation window.
+30466,2024-04-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.299,False,Coolant loop adjustment reduced chamber temperature spread.
+30467,2024-04-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.0,True,Machine throughput increase drove sustained pressure uplift.
+30468,2024-04-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.432,False,Temperature variance narrowed after coolant nozzle cleaning.
+30469,2024-04-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Reliability engineer tagged sample window for model retraining.
+30470,2024-04-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.236,False,Operator reset acknowledged after red-tag inspection.
+30471,2024-04-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.723,True,Maintenance scheduler deferred calibration due to spare shortage.
+30472,2024-04-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.971,False,Shift handoff note referenced unusual noise near press enclosure.
+30473,2024-04-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Temperature remained elevated during unscheduled overtime run.
+30474,2024-04-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.514,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30475,2024-04-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.513,True,Night shift startup produced higher than normal vibration floor.
+30476,2024-04-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.888,False,Pressure line purge completed before restart authorization.
+30477,2024-04-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.468,False,Temporary gateway failover completed without data loss.
+30478,2024-04-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.863,False,Maintenance note logged for coupling imbalance inspection.
+30479,2024-04-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.877,True,Supervisory alert generated after three consecutive threshold breaches.
+30480,2024-04-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.707,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30481,2024-04-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Humidity baseline improved after seal replacement.
+30482,2024-04-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.925,False,Sensor signal clipping observed during startup surge.
+30483,2024-04-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.091,True,Operator reported intermittent chatter on machine CNC-04.
+30484,2024-04-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Thermal overshoot event coincided with recipe change on furnace.
+30485,2024-04-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Humidity excursion near finishing booth during coating run.
+30486,2024-04-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.419,False,Sensor battery health remains nominal after firmware update.
+30487,2024-04-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.621,True,Reliability engineer tagged sample window for model retraining.
+30488,2024-04-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.401,False,Warning threshold updated for pilot predictive-maintenance model.
+30489,2024-04-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Sensor heartbeat delayed by one interval after gateway retry.
+30490,2024-04-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.975,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30491,2024-04-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.505,True,Maintenance crew confirmed lubrication interval was missed.
+30492,2024-04-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.48,False,Pressure settled back to nominal after valve reseat.
+30493,2024-04-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.456,False,Humidity excursion near finishing booth during coating run.
+30494,2024-04-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.275,False,Dust extraction fan offline for 18 minutes on line finishing.
+30495,2024-04-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.337,True,Machine idle period extended during planned sanitation window.
+30496,2024-04-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.943,False,Hydraulic line pressure oscillation detected under load.
+30497,2024-04-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.906,False,Night shift startup produced higher than normal vibration floor.
+30498,2024-04-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.259,False,Sensor signal clipping observed during startup surge.
+30499,2024-04-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.541,True,Maintenance note logged for coupling imbalance inspection.
+30500,2024-04-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.66,False,Coolant loop adjustment reduced chamber temperature spread.
+30501,2024-04-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Machine idle period extended during planned sanitation window.
+30502,2024-04-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.752,False,Supervisory alert generated after three consecutive threshold breaches.
+30503,2024-04-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.568,True,Pressure settled back to nominal after valve reseat.
+30504,2024-04-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.468,False,Pressure peak corresponds to oversized billet batch processing.
+30505,2024-04-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.419,False,Maintenance note logged for coupling imbalance inspection.
+30506,2024-04-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.806,False,Sensor signal clipping observed during startup surge.
+30507,2024-04-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.885,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30508,2024-04-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.778,False,Temporary gateway failover completed without data loss.
+30509,2024-04-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.722,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30510,2024-04-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.232,False,Machine throughput increase drove sustained pressure uplift.
+30511,2024-04-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.805,True,Air handler maintenance reduced humidity variance on finishing line.
+30512,2024-04-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.374,False,Pressure peak corresponds to oversized billet batch processing.
+30513,2024-04-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Machine throughput increase drove sustained pressure uplift.
+30514,2024-04-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.012,False,Temperature variance narrowed after coolant nozzle cleaning.
+30515,2024-04-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.281,True,Ambient temperature stabilized after HVAC stage-two engagement.
+30516,2024-04-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.978,False,Vibration baseline recovered after tool holder replacement.
+30517,2024-04-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30518,2024-04-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Press cycle dwell time lengthened during high-volume batch.
+30519,2024-04-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.781,True,Air handler maintenance reduced humidity variance on finishing line.
+30520,2024-04-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.134,False,Quality hold reduced finishing booth activity for one shift.
+30521,2024-04-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.572,False,Machine idle period extended during planned sanitation window.
+30522,2024-04-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.991,False,Sensor enclosure opened for manual calibration verification.
+30523,2024-04-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.132,True,Vibration burst exceeds envelope during tool change cycle.
+30524,2024-04-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.457,False,Temperature remained elevated during unscheduled overtime run.
+30525,2024-04-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Condensation warning cleared after dehumidifier ramp-up.
+30526,2024-04-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.603,False,Press cycle dwell time lengthened during high-volume batch.
+30527,2024-04-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.908,True,Condensation warning cleared after dehumidifier ramp-up.
+30528,2024-04-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.857,False,Quality hold reduced finishing booth activity for one shift.
+30529,2024-04-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30530,2024-04-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.223,False,Maintenance crew confirmed lubrication interval was missed.
+30531,2024-04-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.94,True,Maintenance crew confirmed lubrication interval was missed.
+30532,2024-04-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.646,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30533,2024-04-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.5,False,Humidity readings track seasonal rise across late spring.
+30534,2024-04-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.249,False,Thermal overshoot event coincided with recipe change on furnace.
+30535,2024-04-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.79,True,Sensor enclosure opened for manual calibration verification.
+30536,2024-04-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.896,False,Machine idle period extended during planned sanitation window.
+30537,2024-04-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.525,False,Night shift startup produced higher than normal vibration floor.
+30538,2024-04-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.766,False,Air handler maintenance reduced humidity variance on finishing line.
+30539,2024-04-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.028,True,Coolant loop adjustment reduced chamber temperature spread.
+30540,2024-04-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30541,2024-04-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.784,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30542,2024-04-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.34,False,Machine throughput increase drove sustained pressure uplift.
+30543,2024-04-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.501,True,Vibration harmonics broadened during extended production run.
+30544,2024-04-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.598,False,Vibration harmonics broadened during extended production run.
+30545,2024-04-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Hydraulic line pressure oscillation detected under load.
+30546,2024-04-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.605,False,Operator reset acknowledged after red-tag inspection.
+30547,2024-04-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.463,True,Temperature remained elevated during unscheduled overtime run.
+30548,2024-04-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.813,False,Vibration burst exceeds envelope during tool change cycle.
+30549,2024-04-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.082,False,Pressure settled back to nominal after valve reseat.
+30550,2024-04-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.442,False,Sensor battery health remains nominal after firmware update.
+30551,2024-04-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.454,True,Humidity baseline improved after seal replacement.
+30552,2024-04-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.774,False,Maintenance note logged for coupling imbalance inspection.
+30553,2024-04-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Supervisory alert generated after three consecutive threshold breaches.
+30554,2024-04-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.285,False,Shift handoff note referenced unusual noise near press enclosure.
+30555,2024-04-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.995,True,Thermal ramp exceeded expected warmup curve before shift start.
+30556,2024-04-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.997,False,Sensor signal clipping observed during startup surge.
+30557,2024-04-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.006,False,Machine throughput increase drove sustained pressure uplift.
+30558,2024-04-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.357,False,Humidity baseline improved after seal replacement.
+30559,2024-04-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.792,True,Humidity baseline improved after seal replacement.
+30560,2024-04-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.692,False,Packaging line stop reduced adjacent vibration background.
+30561,2024-04-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30562,2024-04-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.921,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30563,2024-04-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.005,True,SCADA backfill inserted two delayed telemetry points.
+30564,2024-04-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.544,False,Edge collector replayed buffered events after network recovery.
+30565,2024-04-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Shift handoff note referenced unusual noise near press enclosure.
+30566,2024-04-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.06,False,Vibration baseline recovered after tool holder replacement.
+30567,2024-04-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.207,True,Pressure line purge completed before restart authorization.
+30568,2024-04-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.34,False,Bearing temperature rising faster than baseline on spindle cell.
+30569,2024-04-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.646,False,Sensor battery health remains nominal after firmware update.
+30570,2024-04-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.859,False,Air handler maintenance reduced humidity variance on finishing line.
+30571,2024-04-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.738,True,Reliability engineer tagged sample window for model retraining.
+30572,2024-04-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.631,False,Shift handoff note referenced unusual noise near press enclosure.
+30573,2024-04-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.635,False,Vibration harmonics broadened during extended production run.
+30574,2024-04-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.989,False,Humidity excursion near finishing booth during coating run.
+30575,2024-04-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.493,True,Reliability engineer tagged sample window for model retraining.
+30576,2024-04-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.124,False,Pressure settled back to nominal after valve reseat.
+30577,2024-04-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.052,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30578,2024-04-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.718,False,Operator reported intermittent chatter on machine CNC-04.
+30579,2024-04-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.751,True,Anomaly review flagged possible bearing wear progression.
+30580,2024-04-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.908,False,Transient outlier matched forklift impact near cabinet wall.
+30581,2024-04-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.705,False,Humidity excursion near finishing booth during coating run.
+30582,2024-04-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.37,False,Reliability engineer tagged sample window for model retraining.
+30583,2024-04-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.757,True,Machine throughput increase drove sustained pressure uplift.
+30584,2024-04-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.93,False,Bearing temperature rising faster than baseline on spindle cell.
+30585,2024-04-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.133,False,Humidity climbed during dock-door open period in afternoon shift.
+30586,2024-04-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.586,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30587,2024-04-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.373,True,Telemetry quality flag downgraded during sensor self-test window.
+30588,2024-04-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.787,False,Operator reported intermittent chatter on machine CNC-04.
+30589,2024-04-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30590,2024-04-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.589,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30591,2024-04-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.712,True,Vibration baseline recovered after tool holder replacement.
+30592,2024-04-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.922,False,Vibration harmonics broadened during extended production run.
+30593,2024-04-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30594,2024-04-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.057,False,Unbalanced load introduced cyclical pressure ripple.
+30595,2024-04-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Operator reported intermittent chatter on machine CNC-04.
+30596,2024-04-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.701,False,Temperature variance narrowed after coolant nozzle cleaning.
+30597,2024-04-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Quality hold reduced finishing booth activity for one shift.
+30598,2024-04-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.051,False,Maintenance note logged for coupling imbalance inspection.
+30599,2024-04-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.257,True,Vibration burst exceeds envelope during tool change cycle.
+30600,2024-04-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.762,False,Telemetry quality flag downgraded during sensor self-test window.
+30601,2024-04-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.126,False,Temporary gateway failover completed without data loss.
+30602,2024-04-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.548,False,Reliability engineer tagged sample window for model retraining.
+30603,2024-04-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.851,True,Thermal overshoot event coincided with recipe change on furnace.
+30604,2024-04-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.433,False,Quality team requested trace review for lot 24-118B.
+30605,2024-04-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.321,False,Thermal ramp exceeded expected warmup curve before shift start.
+30606,2024-04-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.888,False,SCADA backfill inserted two delayed telemetry points.
+30607,2024-04-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.022,True,SCADA backfill inserted two delayed telemetry points.
+30608,2024-04-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.5,False,Transient outlier matched forklift impact near cabinet wall.
+30609,2024-04-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.32,False,Sensor battery health remains nominal after firmware update.
+30610,2024-04-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.123,False,Humidity baseline improved after seal replacement.
+30611,2024-04-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.306,True,Night shift startup produced higher than normal vibration floor.
+30612,2024-04-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.578,False,Pressure peak corresponds to oversized billet batch processing.
+30613,2024-04-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Thermal ramp exceeded expected warmup curve before shift start.
+30614,2024-04-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.715,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30615,2024-04-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.858,True,Reliability engineer tagged sample window for model retraining.
+30616,2024-04-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.697,False,Quality hold reduced finishing booth activity for one shift.
+30617,2024-04-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.246,False,Humidity readings track seasonal rise across late spring.
+30618,2024-04-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.67,False,Dust extraction fan offline for 18 minutes on line finishing.
+30619,2024-04-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.056,True,Shift handoff note referenced unusual noise near press enclosure.
+30620,2024-04-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.759,False,Vibration baseline recovered after tool holder replacement.
+30621,2024-04-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30622,2024-04-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.388,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30623,2024-04-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.93,True,Supervisory alert generated after three consecutive threshold breaches.
+30624,2024-04-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.238,False,Temperature variance narrowed after coolant nozzle cleaning.
+30625,2024-04-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Machine throughput increase drove sustained pressure uplift.
+30626,2024-04-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.703,False,Sensor heartbeat delayed by one interval after gateway retry.
+30627,2024-04-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.948,True,Pressure line purge completed before restart authorization.
+30628,2024-04-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.817,False,Temperature variance narrowed after coolant nozzle cleaning.
+30629,2024-04-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.014,False,SCADA backfill inserted two delayed telemetry points.
+30630,2024-04-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.229,False,Maintenance scheduler deferred calibration due to spare shortage.
+30631,2024-04-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.036,True,Warning threshold updated for pilot predictive-maintenance model.
+30632,2024-04-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.184,False,Pressure line purge completed before restart authorization.
+30633,2024-04-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.893,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30634,2024-04-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.169,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30635,2024-04-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.708,True,Reliability engineer tagged sample window for model retraining.
+30636,2024-04-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Humidity baseline improved after seal replacement.
+30637,2024-04-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.377,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30638,2024-04-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.91,False,Press cycle dwell time lengthened during high-volume batch.
+30639,2024-04-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.543,True,Ambient temperature stabilized after HVAC stage-two engagement.
+30640,2024-04-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.179,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30641,2024-04-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.042,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30642,2024-04-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.715,False,Bearing temperature rising faster than baseline on spindle cell.
+30643,2024-04-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.349,True,Maintenance scheduler deferred calibration due to spare shortage.
+30644,2024-04-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.782,False,Pressure peak corresponds to oversized billet batch processing.
+30645,2024-04-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.348,False,Temporary gateway failover completed without data loss.
+30646,2024-04-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.764,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30647,2024-04-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.329,True,Humidity readings track seasonal rise across late spring.
+30648,2024-04-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.663,False,Short-lived packet loss observed at edge gateway gw-02.
+30649,2024-04-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Sensor heartbeat delayed by one interval after gateway retry.
+30650,2024-04-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.261,False,Hydraulic line pressure oscillation detected under load.
+30651,2024-04-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.303,True,Sensor enclosure opened for manual calibration verification.
+30652,2024-04-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.528,False,Humidity excursion near finishing booth during coating run.
+30653,2024-04-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.584,False,Vibration harmonics broadened during extended production run.
+30654,2024-04-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.36,False,Thermal overshoot event coincided with recipe change on furnace.
+30655,2024-04-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.936,True,Vibration harmonics broadened during extended production run.
+30656,2024-04-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.592,False,Air handler maintenance reduced humidity variance on finishing line.
+30657,2024-04-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,Temporary gateway failover completed without data loss.
+30658,2024-04-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.512,False,SCADA backfill inserted two delayed telemetry points.
+30659,2024-04-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.545,True,Quality team requested trace review for lot 24-118B.
+30660,2024-04-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.188,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30661,2024-04-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.241,False,Thermal ramp exceeded expected warmup curve before shift start.
+30662,2024-04-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.405,False,Dust extraction fan offline for 18 minutes on line finishing.
+30663,2024-04-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Operator reported intermittent chatter on machine CNC-04.
+30664,2024-04-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.305,False,Sensor heartbeat delayed by one interval after gateway retry.
+30665,2024-04-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.895,False,Humidity excursion near finishing booth during coating run.
+30666,2024-04-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.049,False,Bearing temperature rising faster than baseline on spindle cell.
+30667,2024-04-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.408,True,Reliability engineer tagged sample window for model retraining.
+30668,2024-04-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.757,False,Temperature remained elevated during unscheduled overtime run.
+30669,2024-04-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.719,False,Vibration burst exceeds envelope during tool change cycle.
+30670,2024-04-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.725,False,Calibration check overdue by 11 days for press-line transducer.
+30671,2024-04-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.151,True,Sensor battery health remains nominal after firmware update.
+30672,2024-04-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.221,False,Shift handoff note referenced unusual noise near press enclosure.
+30673,2024-04-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.709,False,Machine idle period extended during planned sanitation window.
+30674,2024-04-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30675,2024-04-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.893,True,Sensor battery health remains nominal after firmware update.
+30676,2024-04-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.688,False,Humidity baseline improved after seal replacement.
+30677,2024-04-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Temperature variance narrowed after coolant nozzle cleaning.
+30678,2024-04-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.764,False,Sensor heartbeat delayed by one interval after gateway retry.
+30679,2024-04-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.012,True,Sensor 3 drift suspected after cross-check with manual gauge.
+30680,2024-04-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.963,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30681,2024-04-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.512,False,Pressure peak corresponds to oversized billet batch processing.
+30682,2024-04-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.32,False,Quality team requested trace review for lot 24-118B.
+30683,2024-04-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.091,True,Sensor heartbeat delayed by one interval after gateway retry.
+30684,2024-04-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.356,False,Reliability engineer tagged sample window for model retraining.
+30685,2024-04-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.642,False,Sensor heartbeat delayed by one interval after gateway retry.
+30686,2024-04-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.096,False,Vibration harmonics broadened during extended production run.
+30687,2024-04-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.074,True,Transient outlier matched forklift impact near cabinet wall.
+30688,2024-04-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.272,False,Short-lived packet loss observed at edge gateway gw-02.
+30689,2024-04-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Pressure line purge completed before restart authorization.
+30690,2024-04-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.573,False,Pressure peak corresponds to oversized billet batch processing.
+30691,2024-04-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.357,True,Quality team requested trace review for lot 24-118B.
+30692,2024-04-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30693,2024-04-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.118,False,Temperature remained elevated during unscheduled overtime run.
+30694,2024-04-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Night shift startup produced higher than normal vibration floor.
+30695,2024-04-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.489,True,Bearing temperature rising faster than baseline on spindle cell.
+30696,2024-04-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.702,False,Pressure settled back to nominal after valve reseat.
+30697,2024-04-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,4.303,False,Humidity climbed during dock-door open period in afternoon shift.
+30698,2024-04-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.12,False,Supervisory alert generated after three consecutive threshold breaches.
+30699,2024-04-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.787,True,Maintenance note logged for coupling imbalance inspection.
+30700,2024-04-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.108,False,Vibration baseline recovered after tool holder replacement.
+30701,2024-04-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.589,False,Warning threshold updated for pilot predictive-maintenance model.
+30702,2024-04-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Short-lived packet loss observed at edge gateway gw-02.
+30703,2024-04-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Sensor enclosure opened for manual calibration verification.
+30704,2024-04-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.212,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30705,2024-04-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,SCADA backfill inserted two delayed telemetry points.
+30706,2024-04-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.486,False,Pressure settled back to nominal after valve reseat.
+30707,2024-04-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.374,True,Reliability engineer tagged sample window for model retraining.
+30708,2024-04-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.388,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30709,2024-04-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.306,False,Humidity excursion near finishing booth during coating run.
+30710,2024-04-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.998,False,Reliability engineer tagged sample window for model retraining.
+30711,2024-04-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.855,True,Short-lived packet loss observed at edge gateway gw-02.
+30712,2024-04-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.279,False,Short-lived packet loss observed at edge gateway gw-02.
+30713,2024-04-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.355,False,Humidity excursion near finishing booth during coating run.
+30714,2024-04-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.364,False,Warning threshold updated for pilot predictive-maintenance model.
+30715,2024-04-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.406,True,Warning threshold updated for pilot predictive-maintenance model.
+30716,2024-04-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.004,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30717,2024-04-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.842,False,Reliability engineer tagged sample window for model retraining.
+30718,2024-04-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.73,False,Shift handoff note referenced unusual noise near press enclosure.
+30719,2024-04-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.995,True,Telemetry quality flag downgraded during sensor self-test window.
+30720,2024-04-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.619,False,Shift handoff note referenced unusual noise near press enclosure.
+30721,2024-04-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Packaging line stop reduced adjacent vibration background.
+30722,2024-04-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.105,False,Maintenance crew confirmed lubrication interval was missed.
+30723,2024-04-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.532,True,Pressure settled back to nominal after valve reseat.
+30724,2024-04-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.251,False,Pressure line purge completed before restart authorization.
+30725,2024-04-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30726,2024-04-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Machine throughput increase drove sustained pressure uplift.
+30727,2024-04-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.048,True,Vibration baseline recovered after tool holder replacement.
+30728,2024-04-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.094,False,Condensation warning cleared after dehumidifier ramp-up.
+30729,2024-04-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.556,False,Vibration baseline recovered after tool holder replacement.
+30730,2024-04-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.719,False,Coolant loop adjustment reduced chamber temperature spread.
+30731,2024-04-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.812,True,Humidity excursion near finishing booth during coating run.
+30732,2024-04-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.455,False,Coolant loop adjustment reduced chamber temperature spread.
+30733,2024-04-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
+30734,2024-04-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.858,False,Night shift startup produced higher than normal vibration floor.
+30735,2024-04-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.854,True,Sensor battery health remains nominal after firmware update.
+30736,2024-04-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,24.461,False,Night shift startup produced higher than normal vibration floor.
+30737,2024-04-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.266,False,Maintenance note logged for coupling imbalance inspection.
+30738,2024-04-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.328,False,Anomaly review flagged possible bearing wear progression.
+30739,2024-04-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.045,True,Sensor enclosure opened for manual calibration verification.
+30740,2024-04-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.32,False,Air handler maintenance reduced humidity variance on finishing line.
+30741,2024-04-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Quality team requested trace review for lot 24-118B.
+30742,2024-04-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.271,False,Night shift startup produced higher than normal vibration floor.
+30743,2024-04-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.949,True,Anomaly review flagged possible bearing wear progression.
+30744,2024-04-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.279,False,Thermal overshoot event coincided with recipe change on furnace.
+30745,2024-04-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Calibration check overdue by 11 days for press-line transducer.
+30746,2024-04-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.271,False,Reliability engineer tagged sample window for model retraining.
+30747,2024-04-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.864,True,Thermal overshoot event coincided with recipe change on furnace.
+30748,2024-04-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.987,False,Operator reported intermittent chatter on machine CNC-04.
+30749,2024-04-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.718,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30750,2024-04-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.542,False,Vibration baseline recovered after tool holder replacement.
+30751,2024-04-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.297,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+30752,2024-04-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.037,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30753,2024-04-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Vibration baseline recovered after tool holder replacement.
+30754,2024-04-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.217,False,Packaging line stop reduced adjacent vibration background.
+30755,2024-04-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.724,True,Press cycle dwell time lengthened during high-volume batch.
+30756,2024-04-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.795,False,Supervisory alert generated after three consecutive threshold breaches.
+30757,2024-04-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.634,False,Pressure settled back to nominal after valve reseat.
+30758,2024-04-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.416,False,Packaging line stop reduced adjacent vibration background.
+30759,2024-04-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.411,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+30760,2024-04-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.35,False,Machine throughput increase drove sustained pressure uplift.
+30761,2024-04-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.422,False,Sensor enclosure opened for manual calibration verification.
+30762,2024-04-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.993,False,Pressure peak corresponds to oversized billet batch processing.
+30763,2024-04-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.829,True,Quality team requested trace review for lot 24-118B.
+30764,2024-04-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.82,False,Quality team requested trace review for lot 24-118B.
+30765,2024-04-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Pressure peak corresponds to oversized billet batch processing.
+30766,2024-04-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.572,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30767,2024-04-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.632,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30768,2024-04-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.55,False,Calibration check overdue by 11 days for press-line transducer.
+30769,2024-04-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30770,2024-04-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.979,False,Maintenance note logged for coupling imbalance inspection.
+30771,2024-04-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.132,True,Vibration burst exceeds envelope during tool change cycle.
+30772,2024-04-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.133,False,Short-lived packet loss observed at edge gateway gw-02.
+30773,2024-04-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.616,False,Operator reset acknowledged after red-tag inspection.
+30774,2024-04-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.164,False,Quality team requested trace review for lot 24-118B.
+30775,2024-04-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.237,True,Sensor battery health remains nominal after firmware update.
+30776,2024-04-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.119,False,Anomaly review flagged possible bearing wear progression.
+30777,2024-04-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Vibration burst exceeds envelope during tool change cycle.
+30778,2024-04-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.902,False,Temporary gateway failover completed without data loss.
+30779,2024-04-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.252,True,Humidity excursion near finishing booth during coating run.
+30780,2024-04-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.186,False,Temperature remained elevated during unscheduled overtime run.
+30781,2024-04-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.954,False,Sensor heartbeat delayed by one interval after gateway retry.
+30782,2024-04-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.186,False,Humidity climbed during dock-door open period in afternoon shift.
+30783,2024-04-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.864,True,Heat-treat furnace door cycling increased localized temperature spikes.
+30784,2024-04-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.856,False,Night shift startup produced higher than normal vibration floor.
+30785,2024-04-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.619,False,Maintenance scheduler deferred calibration due to spare shortage.
+30786,2024-04-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.249,False,Reliability engineer tagged sample window for model retraining.
+30787,2024-04-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.14,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+30788,2024-04-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.551,False,Vibration baseline recovered after tool holder replacement.
+30789,2024-04-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.123,False,Operator reported intermittent chatter on machine CNC-04.
+30790,2024-04-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.862,False,Temperature remained elevated during unscheduled overtime run.
+30791,2024-04-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.488,True,Compressed air fluctuation introduced pressure noise for two cycles.
+30792,2024-04-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.839,False,Sensor signal clipping observed during startup surge.
+30793,2024-04-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Sensor heartbeat delayed by one interval after gateway retry.
+30794,2024-04-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30795,2024-04-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.391,True,Short-lived packet loss observed at edge gateway gw-02.
+30796,2024-04-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.543,False,Calibration check overdue by 11 days for press-line transducer.
+30797,2024-04-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Pressure line purge completed before restart authorization.
+30798,2024-04-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.212,False,Supervisory alert generated after three consecutive threshold breaches.
+30799,2024-04-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.611,True,Press cycle dwell time lengthened during high-volume batch.
+30800,2024-04-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.226,False,Reliability engineer tagged sample window for model retraining.
+30801,2024-04-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Packaging line stop reduced adjacent vibration background.
+30802,2024-04-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.445,False,Telemetry quality flag downgraded during sensor self-test window.
+30803,2024-04-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Edge collector replayed buffered events after network recovery.
+30804,2024-04-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.042,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30805,2024-04-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Sensor signal clipping observed during startup surge.
+30806,2024-04-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.965,False,Thermal ramp exceeded expected warmup curve before shift start.
+30807,2024-04-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.445,True,Vibration harmonics broadened during extended production run.
+30808,2024-04-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.593,False,Short-lived packet loss observed at edge gateway gw-02.
+30809,2024-04-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.064,False,Humidity baseline improved after seal replacement.
+30810,2024-04-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.869,False,Maintenance scheduler deferred calibration due to spare shortage.
+30811,2024-04-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.952,True,Temperature variance narrowed after coolant nozzle cleaning.
+30812,2024-04-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.167,False,Anomaly review flagged possible bearing wear progression.
+30813,2024-04-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.432,False,Operator reported intermittent chatter on machine CNC-04.
+30814,2024-04-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.792,False,Humidity readings track seasonal rise across late spring.
+30815,2024-04-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.558,True,Condensation warning cleared after dehumidifier ramp-up.
+30816,2024-04-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Short-lived packet loss observed at edge gateway gw-02.
+30817,2024-04-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.315,False,Operator reported intermittent chatter on machine CNC-04.
+30818,2024-04-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.048,False,Thermal ramp exceeded expected warmup curve before shift start.
+30819,2024-04-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.179,True,Maintenance crew confirmed lubrication interval was missed.
+30820,2024-04-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.766,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30821,2024-04-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.545,False,Air handler maintenance reduced humidity variance on finishing line.
+30822,2024-04-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.021,False,Coolant loop adjustment reduced chamber temperature spread.
+30823,2024-04-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.536,True,SCADA backfill inserted two delayed telemetry points.
+30824,2024-04-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.576,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30825,2024-04-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Bearing temperature rising faster than baseline on spindle cell.
+30826,2024-04-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.912,False,Telemetry quality flag downgraded during sensor self-test window.
+30827,2024-04-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.903,True,Short-lived packet loss observed at edge gateway gw-02.
+30828,2024-04-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.473,False,Air handler maintenance reduced humidity variance on finishing line.
+30829,2024-04-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.697,False,Machine idle period extended during planned sanitation window.
+30830,2024-04-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.141,False,Maintenance scheduler deferred calibration due to spare shortage.
+30831,2024-04-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.127,True,Machine throughput increase drove sustained pressure uplift.
+30832,2024-04-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.231,False,Reliability engineer tagged sample window for model retraining.
+30833,2024-04-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.136,False,Sensor signal clipping observed during startup surge.
+30834,2024-04-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.599,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30835,2024-04-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.72,True,Coolant loop adjustment reduced chamber temperature spread.
+30836,2024-04-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.822,False,Unbalanced load introduced cyclical pressure ripple.
+30837,2024-04-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Machine throughput increase drove sustained pressure uplift.
+30838,2024-04-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.853,False,Air handler maintenance reduced humidity variance on finishing line.
+30839,2024-04-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.353,True,Machine idle period extended during planned sanitation window.
+30840,2024-04-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.473,False,Supervisory alert generated after three consecutive threshold breaches.
+30841,2024-04-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Bearing temperature rising faster than baseline on spindle cell.
+30842,2024-04-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.544,False,Machine idle period extended during planned sanitation window.
+30843,2024-04-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30844,2024-04-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.82,False,Transient outlier matched forklift impact near cabinet wall.
+30845,2024-04-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.065,False,Vibration burst exceeds envelope during tool change cycle.
+30846,2024-04-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.219,False,Press cycle dwell time lengthened during high-volume batch.
+30847,2024-04-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.765,True,Night shift startup produced higher than normal vibration floor.
+30848,2024-04-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.322,False,Supervisory alert generated after three consecutive threshold breaches.
+30849,2024-04-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.323,False,Dust extraction fan offline for 18 minutes on line finishing.
+30850,2024-04-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.523,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30851,2024-04-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.788,True,Sensor battery health remains nominal after firmware update.
+30852,2024-04-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.661,False,Quality hold reduced finishing booth activity for one shift.
+30853,2024-04-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Unbalanced load introduced cyclical pressure ripple.
+30854,2024-04-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.292,False,Calibration check overdue by 11 days for press-line transducer.
+30855,2024-04-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.939,True,Short-lived packet loss observed at edge gateway gw-02.
+30856,2024-04-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.679,False,Operator reset acknowledged after red-tag inspection.
+30857,2024-04-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.08,False,Maintenance crew confirmed lubrication interval was missed.
+30858,2024-04-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.172,False,SCADA backfill inserted two delayed telemetry points.
+30859,2024-04-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Temperature variance narrowed after coolant nozzle cleaning.
+30860,2024-04-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.329,False,Vibration harmonics broadened during extended production run.
+30861,2024-04-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.203,False,Hydraulic line pressure oscillation detected under load.
+30862,2024-04-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.547,False,Humidity excursion near finishing booth during coating run.
+30863,2024-04-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.106,True,Humidity excursion near finishing booth during coating run.
+30864,2024-04-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.968,False,Packaging line stop reduced adjacent vibration background.
+30865,2024-04-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.263,False,Temperature remained elevated during unscheduled overtime run.
+30866,2024-04-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.062,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30867,2024-04-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.759,True,Ambient temperature stabilized after HVAC stage-two engagement.
+30868,2024-04-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.107,False,Pressure line purge completed before restart authorization.
+30869,2024-04-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Calibration check overdue by 11 days for press-line transducer.
+30870,2024-04-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.621,False,Vibration burst exceeds envelope during tool change cycle.
+30871,2024-04-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.465,True,Maintenance note logged for coupling imbalance inspection.
+30872,2024-04-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.907,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30873,2024-04-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.835,False,Shift handoff note referenced unusual noise near press enclosure.
+30874,2024-04-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.877,False,Dust extraction fan offline for 18 minutes on line finishing.
+30875,2024-04-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.974,True,Humidity baseline improved after seal replacement.
+30876,2024-04-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.099,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30877,2024-04-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.786,False,Warning threshold updated for pilot predictive-maintenance model.
+30878,2024-04-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.161,False,Quality team requested trace review for lot 24-118B.
+30879,2024-04-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.073,True,Air handler maintenance reduced humidity variance on finishing line.
+30880,2024-04-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.651,False,Transient outlier matched forklift impact near cabinet wall.
+30881,2024-04-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Ambient temperature stabilized after HVAC stage-two engagement.
+30882,2024-04-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.673,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30883,2024-04-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.342,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30884,2024-04-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.962,False,Sensor battery health remains nominal after firmware update.
+30885,2024-04-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.906,False,Bearing temperature rising faster than baseline on spindle cell.
+30886,2024-04-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.351,False,Pressure peak corresponds to oversized billet batch processing.
+30887,2024-04-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.555,True,Unbalanced load introduced cyclical pressure ripple.
+30888,2024-04-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.987,False,Quality team requested trace review for lot 24-118B.
+30889,2024-04-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Shift handoff note referenced unusual noise near press enclosure.
+30890,2024-04-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.968,False,Edge collector replayed buffered events after network recovery.
+30891,2024-04-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.177,True,Sensor signal clipping observed during startup surge.
+30892,2024-04-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.393,False,Night shift startup produced higher than normal vibration floor.
+30893,2024-04-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Telemetry quality flag downgraded during sensor self-test window.
+30894,2024-04-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.873,False,Anomaly review flagged possible bearing wear progression.
+30895,2024-04-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.888,True,Maintenance crew confirmed lubrication interval was missed.
+30896,2024-04-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.921,False,Pressure settled back to nominal after valve reseat.
+30897,2024-04-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Air handler maintenance reduced humidity variance on finishing line.
+30898,2024-04-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.717,False,Machine throughput increase drove sustained pressure uplift.
+30899,2024-04-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.505,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30900,2024-04-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.586,False,Dust extraction fan offline for 18 minutes on line finishing.
+30901,2024-04-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.083,False,Hydraulic line pressure oscillation detected under load.
+30902,2024-04-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.219,False,Sensor 3 drift suspected after cross-check with manual gauge.
+30903,2024-04-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.743,True,Sensor enclosure opened for manual calibration verification.
+30904,2024-04-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.028,False,Hydraulic line pressure oscillation detected under load.
+30905,2024-04-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.293,False,Hydraulic line pressure oscillation detected under load.
+30906,2024-04-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.965,False,Night shift startup produced higher than normal vibration floor.
+30907,2024-04-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.596,True,Vibration harmonics broadened during extended production run.
+30908,2024-04-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.564,False,Anomaly review flagged possible bearing wear progression.
+30909,2024-04-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.902,False,Press cycle dwell time lengthened during high-volume batch.
+30910,2024-04-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.616,False,Calibration check overdue by 11 days for press-line transducer.
+30911,2024-04-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.846,True,Transient outlier matched forklift impact near cabinet wall.
+30912,2024-04-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.094,False,Warning threshold updated for pilot predictive-maintenance model.
+30913,2024-04-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Transient outlier matched forklift impact near cabinet wall.
+30914,2024-04-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.479,False,Compressed air fluctuation introduced pressure noise for two cycles.
+30915,2024-04-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.667,True,Maintenance crew confirmed lubrication interval was missed.
+30916,2024-04-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.776,False,Temporary gateway failover completed without data loss.
+30917,2024-04-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.652,False,Thermal ramp exceeded expected warmup curve before shift start.
+30918,2024-04-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.239,False,Maintenance crew confirmed lubrication interval was missed.
+30919,2024-04-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.446,True,Temperature variance narrowed after coolant nozzle cleaning.
+30920,2024-04-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.816,False,Humidity baseline improved after seal replacement.
+30921,2024-04-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.028,False,Air handler maintenance reduced humidity variance on finishing line.
+30922,2024-04-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.924,False,Thermal ramp exceeded expected warmup curve before shift start.
+30923,2024-04-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.863,True,Compressed air fluctuation introduced pressure noise for two cycles.
+30924,2024-04-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.602,False,Temperature remained elevated during unscheduled overtime run.
+30925,2024-04-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.98,False,Sensor heartbeat delayed by one interval after gateway retry.
+30926,2024-04-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.028,False,Pressure settled back to nominal after valve reseat.
+30927,2024-04-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.074,True,Maintenance scheduler deferred calibration due to spare shortage.
+30928,2024-04-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.57,False,Warning threshold updated for pilot predictive-maintenance model.
+30929,2024-04-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30930,2024-04-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.791,False,Telemetry quality flag downgraded during sensor self-test window.
+30931,2024-04-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.294,True,Pressure peak corresponds to oversized billet batch processing.
+30932,2024-04-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.871,False,Sensor enclosure opened for manual calibration verification.
+30933,2024-04-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.234,False,Quality team requested trace review for lot 24-118B.
+30934,2024-04-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.952,False,Anomaly review flagged possible bearing wear progression.
+30935,2024-04-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Hydraulic line pressure oscillation detected under load.
+30936,2024-04-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.246,False,Humidity readings track seasonal rise across late spring.
+30937,2024-04-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.678,False,Operator reset acknowledged after red-tag inspection.
+30938,2024-04-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.211,False,Sensor enclosure opened for manual calibration verification.
+30939,2024-04-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.699,True,Pressure settled back to nominal after valve reseat.
+30940,2024-04-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.344,False,Edge collector replayed buffered events after network recovery.
+30941,2024-04-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.998,False,Humidity baseline improved after seal replacement.
+30942,2024-04-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.127,False,Quality team requested trace review for lot 24-118B.
+30943,2024-04-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.805,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+30944,2024-04-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.537,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+30945,2024-04-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.206,False,Humidity excursion near finishing booth during coating run.
+30946,2024-04-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.788,False,Humidity climbed during dock-door open period in afternoon shift.
+30947,2024-04-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.637,True,Telemetry quality flag downgraded during sensor self-test window.
+30948,2024-04-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.196,False,Humidity readings track seasonal rise across late spring.
+30949,2024-04-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.241,False,Hydraulic line pressure oscillation detected under load.
+30950,2024-04-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.343,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30951,2024-04-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.111,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+30952,2024-04-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.928,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30953,2024-04-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.818,False,Humidity baseline improved after seal replacement.
+30954,2024-04-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.04,False,Unbalanced load introduced cyclical pressure ripple.
+30955,2024-04-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.919,True,Machine idle period extended during planned sanitation window.
+30956,2024-04-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.736,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30957,2024-04-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+30958,2024-04-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.435,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30959,2024-04-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.331,True,Temperature variance narrowed after coolant nozzle cleaning.
+30960,2024-04-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.979,False,Humidity readings track seasonal rise across late spring.
+30961,2024-04-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.697,False,Bearing temperature rising faster than baseline on spindle cell.
+30962,2024-04-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.144,False,Operator reset acknowledged after red-tag inspection.
+30963,2024-04-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.08,True,SCADA backfill inserted two delayed telemetry points.
+30964,2024-04-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.709,False,Humidity baseline improved after seal replacement.
+30965,2024-04-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.445,False,Edge collector replayed buffered events after network recovery.
+30966,2024-04-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.749,False,Transient outlier matched forklift impact near cabinet wall.
+30967,2024-04-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.906,True,Pressure settled back to nominal after valve reseat.
+30968,2024-04-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.414,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+30969,2024-04-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.15,False,Pressure peak corresponds to oversized billet batch processing.
+30970,2024-04-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.346,False,Heat-treat furnace door cycling increased localized temperature spikes.
+30971,2024-04-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.647,True,Machine throughput increase drove sustained pressure uplift.
+30972,2024-04-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Coolant loop adjustment reduced chamber temperature spread.
+30973,2024-04-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Vibration burst exceeds envelope during tool change cycle.
+30974,2024-04-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.31,False,Quality team requested trace review for lot 24-118B.
+30975,2024-04-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.757,True,Sensor enclosure opened for manual calibration verification.
+30976,2024-04-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.875,False,Maintenance note logged for coupling imbalance inspection.
+30977,2024-04-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Sensor signal clipping observed during startup surge.
+30978,2024-04-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.197,False,Coolant loop adjustment reduced chamber temperature spread.
+30979,2024-04-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.026,True,Edge collector replayed buffered events after network recovery.
+30980,2024-04-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.01,False,Quality hold reduced finishing booth activity for one shift.
+30981,2024-04-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.254,False,Unbalanced load introduced cyclical pressure ripple.
+30982,2024-04-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.954,False,Maintenance crew confirmed lubrication interval was missed.
+30983,2024-04-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.209,True,Unbalanced load introduced cyclical pressure ripple.
+30984,2024-04-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.029,False,SCADA backfill inserted two delayed telemetry points.
+30985,2024-04-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.032,False,Condensation warning cleared after dehumidifier ramp-up.
+30986,2024-04-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.876,False,Humidity readings track seasonal rise across late spring.
+30987,2024-04-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Edge collector replayed buffered events after network recovery.
+30988,2024-04-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.394,False,Coolant loop adjustment reduced chamber temperature spread.
+30989,2024-04-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.869,False,Machine idle period extended during planned sanitation window.
+30990,2024-04-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.033,False,Maintenance note logged for coupling imbalance inspection.
+30991,2024-04-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.599,True,Shift handoff note referenced unusual noise near press enclosure.
+30992,2024-04-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.837,False,Dust extraction fan offline for 18 minutes on line finishing.
+30993,2024-04-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.84,False,Maintenance note logged for coupling imbalance inspection.
+30994,2024-04-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.486,False,Pressure settled back to nominal after valve reseat.
+30995,2024-04-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.692,True,Packaging line stop reduced adjacent vibration background.
+30996,2024-04-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.226,False,Short-lived packet loss observed at edge gateway gw-02.
+30997,2024-04-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Short-lived packet loss observed at edge gateway gw-02.
+30998,2024-04-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.211,False,Maintenance note logged for coupling imbalance inspection.
+30999,2024-04-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.356,True,Dust extraction fan offline for 18 minutes on line finishing.
+31000,2024-04-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.693,False,Operator reset acknowledged after red-tag inspection.
+31001,2024-04-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31002,2024-04-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.716,False,Press cycle dwell time lengthened during high-volume batch.
+31003,2024-04-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.79,True,Temperature remained elevated during unscheduled overtime run.
+31004,2024-04-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.173,False,Edge collector replayed buffered events after network recovery.
+31005,2024-04-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.222,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31006,2024-04-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.612,False,Air handler maintenance reduced humidity variance on finishing line.
+31007,2024-04-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.53,True,Vibration harmonics broadened during extended production run.
+31008,2024-04-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.505,False,Maintenance crew confirmed lubrication interval was missed.
+31009,2024-04-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.03,False,Transient outlier matched forklift impact near cabinet wall.
+31010,2024-04-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.249,False,Press cycle dwell time lengthened during high-volume batch.
+31011,2024-04-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.283,True,Coolant loop adjustment reduced chamber temperature spread.
+31012,2024-04-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.279,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31013,2024-04-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.744,False,Short-lived packet loss observed at edge gateway gw-02.
+31014,2024-04-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.632,False,Hydraulic line pressure oscillation detected under load.
+31015,2024-04-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.545,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31016,2024-04-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.676,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31017,2024-04-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.005,False,Quality team requested trace review for lot 24-118B.
+31018,2024-04-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.436,False,Pressure peak corresponds to oversized billet batch processing.
+31019,2024-04-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.617,True,Pressure line purge completed before restart authorization.
+31020,2024-04-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.665,False,SCADA backfill inserted two delayed telemetry points.
+31021,2024-04-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.523,False,Reliability engineer tagged sample window for model retraining.
+31022,2024-04-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.0,False,Edge collector replayed buffered events after network recovery.
+31023,2024-04-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.981,True,Humidity excursion near finishing booth during coating run.
+31024,2024-04-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.346,False,Machine throughput increase drove sustained pressure uplift.
+31025,2024-04-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Temperature variance narrowed after coolant nozzle cleaning.
+31026,2024-04-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.485,False,Operator reset acknowledged after red-tag inspection.
+31027,2024-04-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.365,True,Telemetry quality flag downgraded during sensor self-test window.
+31028,2024-04-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.675,False,Packaging line stop reduced adjacent vibration background.
+31029,2024-04-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.133,False,Operator reported intermittent chatter on machine CNC-04.
+31030,2024-04-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.584,False,Temporary gateway failover completed without data loss.
+31031,2024-04-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.916,True,Press cycle dwell time lengthened during high-volume batch.
+31032,2024-04-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.228,False,Warning threshold updated for pilot predictive-maintenance model.
+31033,2024-04-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.247,False,Telemetry quality flag downgraded during sensor self-test window.
+31034,2024-04-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.128,False,Hydraulic line pressure oscillation detected under load.
+31035,2024-04-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.284,True,Night shift startup produced higher than normal vibration floor.
+31036,2024-04-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.444,False,Humidity excursion near finishing booth during coating run.
+31037,2024-04-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.801,False,Humidity baseline improved after seal replacement.
+31038,2024-04-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.054,False,Maintenance scheduler deferred calibration due to spare shortage.
+31039,2024-04-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.901,True,Vibration burst exceeds envelope during tool change cycle.
+31040,2024-04-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.684,False,Humidity baseline improved after seal replacement.
+31041,2024-04-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.378,False,Vibration burst exceeds envelope during tool change cycle.
+31042,2024-04-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.156,False,Maintenance note logged for coupling imbalance inspection.
+31043,2024-04-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.834,True,Short-lived packet loss observed at edge gateway gw-02.
+31044,2024-04-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.348,False,Vibration baseline recovered after tool holder replacement.
+31045,2024-04-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.553,False,Pressure line purge completed before restart authorization.
+31046,2024-04-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.848,False,Night shift startup produced higher than normal vibration floor.
+31047,2024-04-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.528,True,Shift handoff note referenced unusual noise near press enclosure.
+31048,2024-04-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.329,False,Temporary gateway failover completed without data loss.
+31049,2024-04-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Night shift startup produced higher than normal vibration floor.
+31050,2024-04-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.609,False,Humidity climbed during dock-door open period in afternoon shift.
+31051,2024-04-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.553,True,Calibration check overdue by 11 days for press-line transducer.
+31052,2024-04-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.84,False,Reliability engineer tagged sample window for model retraining.
+31053,2024-04-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.961,False,Maintenance crew confirmed lubrication interval was missed.
+31054,2024-04-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Hydraulic line pressure oscillation detected under load.
+31055,2024-04-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.08,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31056,2024-04-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.05,False,Pressure line purge completed before restart authorization.
+31057,2024-04-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.456,False,Vibration harmonics broadened during extended production run.
+31058,2024-04-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.263,False,Sensor heartbeat delayed by one interval after gateway retry.
+31059,2024-04-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.87,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31060,2024-04-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.364,False,Telemetry quality flag downgraded during sensor self-test window.
+31061,2024-04-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.616,False,Temperature remained elevated during unscheduled overtime run.
+31062,2024-04-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.775,False,Quality team requested trace review for lot 24-118B.
+31063,2024-04-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.047,True,Hydraulic line pressure oscillation detected under load.
+31064,2024-04-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.004,False,Maintenance crew confirmed lubrication interval was missed.
+31065,2024-04-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.4,False,Sensor battery health remains nominal after firmware update.
+31066,2024-04-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.497,False,SCADA backfill inserted two delayed telemetry points.
+31067,2024-04-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.677,True,Temperature variance narrowed after coolant nozzle cleaning.
+31068,2024-04-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.842,False,Warning threshold updated for pilot predictive-maintenance model.
+31069,2024-04-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Temperature variance narrowed after coolant nozzle cleaning.
+31070,2024-04-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.523,False,Pressure settled back to nominal after valve reseat.
+31071,2024-04-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.102,True,Sensor enclosure opened for manual calibration verification.
+31072,2024-04-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.854,False,Quality team requested trace review for lot 24-118B.
+31073,2024-04-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.064,False,Quality team requested trace review for lot 24-118B.
+31074,2024-04-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.2,False,Temporary gateway failover completed without data loss.
+31075,2024-04-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.922,True,Sensor signal clipping observed during startup surge.
+31076,2024-04-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.254,False,Maintenance scheduler deferred calibration due to spare shortage.
+31077,2024-04-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31078,2024-04-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.517,False,Temperature remained elevated during unscheduled overtime run.
+31079,2024-04-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.74,True,Vibration harmonics broadened during extended production run.
+31080,2024-04-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.975,False,Maintenance crew confirmed lubrication interval was missed.
+31081,2024-04-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.423,False,Sensor enclosure opened for manual calibration verification.
+31082,2024-04-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.733,False,Packaging line stop reduced adjacent vibration background.
+31083,2024-04-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.723,True,Sensor signal clipping observed during startup surge.
+31084,2024-04-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.527,False,Machine idle period extended during planned sanitation window.
+31085,2024-04-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Air handler maintenance reduced humidity variance on finishing line.
+31086,2024-04-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.867,False,Warning threshold updated for pilot predictive-maintenance model.
+31087,2024-04-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.544,True,Temporary gateway failover completed without data loss.
+31088,2024-04-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.57,False,Temperature remained elevated during unscheduled overtime run.
+31089,2024-04-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Vibration harmonics broadened during extended production run.
+31090,2024-04-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.104,False,Vibration baseline recovered after tool holder replacement.
+31091,2024-04-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.024,True,Quality team requested trace review for lot 24-118B.
+31092,2024-04-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.585,False,Warning threshold updated for pilot predictive-maintenance model.
+31093,2024-04-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.997,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31094,2024-04-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.507,False,Machine idle period extended during planned sanitation window.
+31095,2024-04-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.364,True,Hydraulic line pressure oscillation detected under load.
+31096,2024-04-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.485,False,Temperature remained elevated during unscheduled overtime run.
+31097,2024-04-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.2,False,Humidity climbed during dock-door open period in afternoon shift.
+31098,2024-04-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.091,False,Night shift startup produced higher than normal vibration floor.
+31099,2024-04-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.995,True,Telemetry quality flag downgraded during sensor self-test window.
+31100,2024-04-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.7,False,Edge collector replayed buffered events after network recovery.
+31101,2024-04-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31102,2024-04-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.082,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31103,2024-04-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.726,True,Humidity climbed during dock-door open period in afternoon shift.
+31104,2024-04-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.705,False,Humidity readings track seasonal rise across late spring.
+31105,2024-04-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.643,False,Pressure settled back to nominal after valve reseat.
+31106,2024-04-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.513,False,Air handler maintenance reduced humidity variance on finishing line.
+31107,2024-04-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Machine idle period extended during planned sanitation window.
+31108,2024-04-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.356,False,Maintenance scheduler deferred calibration due to spare shortage.
+31109,2024-04-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Maintenance scheduler deferred calibration due to spare shortage.
+31110,2024-04-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.537,False,Transient outlier matched forklift impact near cabinet wall.
+31111,2024-04-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.731,True,Temperature remained elevated during unscheduled overtime run.
+31112,2024-04-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.435,False,Humidity excursion near finishing booth during coating run.
+31113,2024-04-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.721,False,Condensation warning cleared after dehumidifier ramp-up.
+31114,2024-04-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.938,False,Humidity climbed during dock-door open period in afternoon shift.
+31115,2024-04-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Humidity climbed during dock-door open period in afternoon shift.
+31116,2024-04-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.429,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31117,2024-04-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.44,False,Operator reset acknowledged after red-tag inspection.
+31118,2024-04-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.561,False,Supervisory alert generated after three consecutive threshold breaches.
+31119,2024-04-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.64,True,SCADA backfill inserted two delayed telemetry points.
+31120,2024-04-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.399,False,Press cycle dwell time lengthened during high-volume batch.
+31121,2024-04-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Humidity climbed during dock-door open period in afternoon shift.
+31122,2024-04-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,57.862,False,Temperature variance narrowed after coolant nozzle cleaning.
+31123,2024-04-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.412,True,Anomaly review flagged possible bearing wear progression.
+31124,2024-04-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.965,False,Humidity baseline improved after seal replacement.
+31125,2024-04-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Humidity readings track seasonal rise across late spring.
+31126,2024-04-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.877,False,Machine idle period extended during planned sanitation window.
+31127,2024-04-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.162,True,Maintenance crew confirmed lubrication interval was missed.
+31128,2024-04-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.925,False,Operator reset acknowledged after red-tag inspection.
+31129,2024-04-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31130,2024-04-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.294,False,Dust extraction fan offline for 18 minutes on line finishing.
+31131,2024-04-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.243,True,Machine throughput increase drove sustained pressure uplift.
+31132,2024-04-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.375,False,Sensor battery health remains nominal after firmware update.
+31133,2024-04-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Anomaly review flagged possible bearing wear progression.
+31134,2024-04-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.45,False,Temporary gateway failover completed without data loss.
+31135,2024-04-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.439,True,Sensor heartbeat delayed by one interval after gateway retry.
+31136,2024-04-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.372,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31137,2024-04-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Quality team requested trace review for lot 24-118B.
+31138,2024-04-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.927,False,Humidity baseline improved after seal replacement.
+31139,2024-04-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.861,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31140,2024-04-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.47,False,Temperature remained elevated during unscheduled overtime run.
+31141,2024-04-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.274,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31142,2024-04-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.07,False,Condensation warning cleared after dehumidifier ramp-up.
+31143,2024-04-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.338,True,Vibration harmonics broadened during extended production run.
+31144,2024-04-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.974,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31145,2024-04-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Short-lived packet loss observed at edge gateway gw-02.
+31146,2024-04-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31147,2024-04-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.971,True,Warning threshold updated for pilot predictive-maintenance model.
+31148,2024-04-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.057,False,Short-lived packet loss observed at edge gateway gw-02.
+31149,2024-04-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Transient outlier matched forklift impact near cabinet wall.
+31150,2024-04-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.125,False,Operator reported intermittent chatter on machine CNC-04.
+31151,2024-04-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.562,True,Transient outlier matched forklift impact near cabinet wall.
+31152,2024-04-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.581,False,Thermal overshoot event coincided with recipe change on furnace.
+31153,2024-04-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Vibration harmonics broadened during extended production run.
+31154,2024-04-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.473,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31155,2024-04-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.399,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31156,2024-04-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.829,False,Sensor battery health remains nominal after firmware update.
+31157,2024-04-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.952,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31158,2024-04-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.502,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31159,2024-04-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.935,True,Maintenance crew confirmed lubrication interval was missed.
+31160,2024-04-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.687,False,Condensation warning cleared after dehumidifier ramp-up.
+31161,2024-04-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.419,False,Quality hold reduced finishing booth activity for one shift.
+31162,2024-04-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.797,False,Calibration check overdue by 11 days for press-line transducer.
+31163,2024-04-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.028,True,Maintenance crew confirmed lubrication interval was missed.
+31164,2024-04-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.265,False,Unbalanced load introduced cyclical pressure ripple.
+31165,2024-04-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.132,False,Thermal ramp exceeded expected warmup curve before shift start.
+31166,2024-04-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.896,False,Humidity readings track seasonal rise across late spring.
+31167,2024-04-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.188,True,Calibration check overdue by 11 days for press-line transducer.
+31168,2024-04-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.255,False,Calibration check overdue by 11 days for press-line transducer.
+31169,2024-04-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Pressure peak corresponds to oversized billet batch processing.
+31170,2024-04-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.848,False,Calibration check overdue by 11 days for press-line transducer.
+31171,2024-04-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.124,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31172,2024-04-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.557,False,Dust extraction fan offline for 18 minutes on line finishing.
+31173,2024-04-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Short-lived packet loss observed at edge gateway gw-02.
+31174,2024-04-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.436,False,Quality team requested trace review for lot 24-118B.
+31175,2024-04-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.449,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31176,2024-04-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.753,False,Temperature remained elevated during unscheduled overtime run.
+31177,2024-04-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.601,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31178,2024-04-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.814,False,Pressure line purge completed before restart authorization.
+31179,2024-04-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.218,True,Packaging line stop reduced adjacent vibration background.
+31180,2024-04-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.866,False,SCADA backfill inserted two delayed telemetry points.
+31181,2024-04-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Machine idle period extended during planned sanitation window.
+31182,2024-04-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.463,False,Reliability engineer tagged sample window for model retraining.
+31183,2024-04-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.928,True,Machine idle period extended during planned sanitation window.
+31184,2024-04-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.526,False,Coolant loop adjustment reduced chamber temperature spread.
+31185,2024-04-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.899,False,Machine idle period extended during planned sanitation window.
+31186,2024-04-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.631,False,Maintenance scheduler deferred calibration due to spare shortage.
+31187,2024-04-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.551,True,Sensor battery health remains nominal after firmware update.
+31188,2024-04-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.786,False,SCADA backfill inserted two delayed telemetry points.
+31189,2024-04-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Thermal ramp exceeded expected warmup curve before shift start.
+31190,2024-04-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.588,False,Short-lived packet loss observed at edge gateway gw-02.
+31191,2024-04-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.012,True,Thermal ramp exceeded expected warmup curve before shift start.
+31192,2024-04-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.465,False,Unbalanced load introduced cyclical pressure ripple.
+31193,2024-04-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.329,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31194,2024-04-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.709,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31195,2024-04-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.688,True,Machine throughput increase drove sustained pressure uplift.
+31196,2024-04-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.544,False,Vibration burst exceeds envelope during tool change cycle.
+31197,2024-04-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Anomaly review flagged possible bearing wear progression.
+31198,2024-04-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.486,False,Sensor battery health remains nominal after firmware update.
+31199,2024-04-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.786,True,Pressure settled back to nominal after valve reseat.
+31200,2024-04-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.565,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31201,2024-04-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Air handler maintenance reduced humidity variance on finishing line.
+31202,2024-04-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Edge collector replayed buffered events after network recovery.
+31203,2024-04-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.785,True,Humidity baseline improved after seal replacement.
+31204,2024-04-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.144,False,Air handler maintenance reduced humidity variance on finishing line.
+31205,2024-04-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.125,False,Operator reported intermittent chatter on machine CNC-04.
+31206,2024-04-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.403,False,Coolant loop adjustment reduced chamber temperature spread.
+31207,2024-04-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.101,True,Reliability engineer tagged sample window for model retraining.
+31208,2024-04-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.509,False,Bearing temperature rising faster than baseline on spindle cell.
+31209,2024-04-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.791,False,Press cycle dwell time lengthened during high-volume batch.
+31210,2024-04-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.841,False,Thermal ramp exceeded expected warmup curve before shift start.
+31211,2024-04-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Sensor battery health remains nominal after firmware update.
+31212,2024-04-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.898,False,Humidity readings track seasonal rise across late spring.
+31213,2024-04-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Pressure settled back to nominal after valve reseat.
+31214,2024-04-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.585,False,Sensor enclosure opened for manual calibration verification.
+31215,2024-04-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.081,True,Transient outlier matched forklift impact near cabinet wall.
+31216,2024-04-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.552,False,Telemetry quality flag downgraded during sensor self-test window.
+31217,2024-04-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Pressure line purge completed before restart authorization.
+31218,2024-04-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.455,False,Shift handoff note referenced unusual noise near press enclosure.
+31219,2024-04-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.205,True,Unbalanced load introduced cyclical pressure ripple.
+31220,2024-04-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.789,False,Thermal overshoot event coincided with recipe change on furnace.
+31221,2024-04-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.93,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31222,2024-04-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.697,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31223,2024-04-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.181,True,Maintenance scheduler deferred calibration due to spare shortage.
+31224,2024-04-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.437,False,Supervisory alert generated after three consecutive threshold breaches.
+31225,2024-04-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.983,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31226,2024-04-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.263,False,Supervisory alert generated after three consecutive threshold breaches.
+31227,2024-04-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.565,True,Sensor heartbeat delayed by one interval after gateway retry.
+31228,2024-04-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.215,False,Vibration harmonics broadened during extended production run.
+31229,2024-04-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Maintenance scheduler deferred calibration due to spare shortage.
+31230,2024-04-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.858,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31231,2024-04-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.791,True,Telemetry quality flag downgraded during sensor self-test window.
+31232,2024-04-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.77,False,Telemetry quality flag downgraded during sensor self-test window.
+31233,2024-04-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.24,False,Air handler maintenance reduced humidity variance on finishing line.
+31234,2024-04-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.101,False,SCADA backfill inserted two delayed telemetry points.
+31235,2024-04-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.055,True,Edge collector replayed buffered events after network recovery.
+31236,2024-04-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.335,False,Humidity readings track seasonal rise across late spring.
+31237,2024-04-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31238,2024-04-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.923,False,Edge collector replayed buffered events after network recovery.
+31239,2024-04-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.852,True,Temporary gateway failover completed without data loss.
+31240,2024-04-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.806,False,Maintenance scheduler deferred calibration due to spare shortage.
+31241,2024-04-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.525,False,Pressure line purge completed before restart authorization.
+31242,2024-04-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.132,False,SCADA backfill inserted two delayed telemetry points.
+31243,2024-04-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.581,True,Maintenance crew confirmed lubrication interval was missed.
+31244,2024-04-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.82,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31245,2024-04-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.393,False,Thermal overshoot event coincided with recipe change on furnace.
+31246,2024-04-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.715,False,Vibration harmonics broadened during extended production run.
+31247,2024-04-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.666,True,Condensation warning cleared after dehumidifier ramp-up.
+31248,2024-04-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.693,False,Quality team requested trace review for lot 24-118B.
+31249,2024-04-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Edge collector replayed buffered events after network recovery.
+31250,2024-04-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.375,False,Vibration burst exceeds envelope during tool change cycle.
+31251,2024-04-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.561,True,Compressed air fluctuation introduced pressure noise for two cycles.
+31252,2024-04-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.822,False,Humidity climbed during dock-door open period in afternoon shift.
+31253,2024-04-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.089,False,Packaging line stop reduced adjacent vibration background.
+31254,2024-04-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.402,False,Night shift startup produced higher than normal vibration floor.
+31255,2024-04-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.525,True,Vibration burst exceeds envelope during tool change cycle.
+31256,2024-04-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.975,False,Operator reported intermittent chatter on machine CNC-04.
+31257,2024-04-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31258,2024-04-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.113,False,Thermal overshoot event coincided with recipe change on furnace.
+31259,2024-04-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.638,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31260,2024-04-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.832,False,Humidity excursion near finishing booth during coating run.
+31261,2024-04-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31262,2024-04-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.079,False,Temporary gateway failover completed without data loss.
+31263,2024-04-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.663,True,Operator reset acknowledged after red-tag inspection.
+31264,2024-04-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.199,False,Calibration check overdue by 11 days for press-line transducer.
+31265,2024-04-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Vibration harmonics broadened during extended production run.
+31266,2024-04-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.38,False,Maintenance note logged for coupling imbalance inspection.
+31267,2024-04-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.069,True,Dust extraction fan offline for 18 minutes on line finishing.
+31268,2024-04-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.324,False,Hydraulic line pressure oscillation detected under load.
+31269,2024-04-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.943,False,Machine throughput increase drove sustained pressure uplift.
+31270,2024-04-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.312,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31271,2024-04-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.04,True,Packaging line stop reduced adjacent vibration background.
+31272,2024-04-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.853,False,Machine throughput increase drove sustained pressure uplift.
+31273,2024-04-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.124,False,Press cycle dwell time lengthened during high-volume batch.
+31274,2024-04-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.972,False,Press cycle dwell time lengthened during high-volume batch.
+31275,2024-04-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.362,True,Sensor signal clipping observed during startup surge.
+31276,2024-04-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.67,False,Humidity climbed during dock-door open period in afternoon shift.
+31277,2024-04-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.757,False,Sensor battery health remains nominal after firmware update.
+31278,2024-04-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.011,False,Thermal ramp exceeded expected warmup curve before shift start.
+31279,2024-04-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.096,True,Machine idle period extended during planned sanitation window.
+31280,2024-04-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.689,False,Anomaly review flagged possible bearing wear progression.
+31281,2024-04-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.378,False,Machine throughput increase drove sustained pressure uplift.
+31282,2024-04-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.74,False,Sensor battery health remains nominal after firmware update.
+31283,2024-04-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.476,True,Temperature remained elevated during unscheduled overtime run.
+31284,2024-04-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.39,False,Sensor signal clipping observed during startup surge.
+31285,2024-04-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.971,False,Short-lived packet loss observed at edge gateway gw-02.
+31286,2024-04-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.261,False,Dust extraction fan offline for 18 minutes on line finishing.
+31287,2024-04-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.985,True,Humidity climbed during dock-door open period in afternoon shift.
+31288,2024-04-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.135,False,Dust extraction fan offline for 18 minutes on line finishing.
+31289,2024-04-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.714,False,Edge collector replayed buffered events after network recovery.
+31290,2024-04-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31291,2024-04-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.638,True,Air handler maintenance reduced humidity variance on finishing line.
+31292,2024-04-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.304,False,Operator reset acknowledged after red-tag inspection.
+31293,2024-04-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31294,2024-04-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.739,False,Night shift startup produced higher than normal vibration floor.
+31295,2024-04-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.79,True,Pressure settled back to nominal after valve reseat.
+31296,2024-04-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.624,False,SCADA backfill inserted two delayed telemetry points.
+31297,2024-04-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.789,False,Pressure peak corresponds to oversized billet batch processing.
+31298,2024-04-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.772,False,Shift handoff note referenced unusual noise near press enclosure.
+31299,2024-04-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.482,True,Humidity climbed during dock-door open period in afternoon shift.
+31300,2024-04-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.716,False,Warning threshold updated for pilot predictive-maintenance model.
+31301,2024-04-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.78,False,Condensation warning cleared after dehumidifier ramp-up.
+31302,2024-04-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.841,False,Coolant loop adjustment reduced chamber temperature spread.
+31303,2024-04-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.915,True,Temperature remained elevated during unscheduled overtime run.
+31304,2024-04-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.471,False,Sensor enclosure opened for manual calibration verification.
+31305,2024-04-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.793,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31306,2024-04-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.946,False,Temperature variance narrowed after coolant nozzle cleaning.
+31307,2024-04-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.913,True,Transient outlier matched forklift impact near cabinet wall.
+31308,2024-04-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.584,False,Maintenance crew confirmed lubrication interval was missed.
+31309,2024-04-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Operator reset acknowledged after red-tag inspection.
+31310,2024-04-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.26,False,Packaging line stop reduced adjacent vibration background.
+31311,2024-04-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.226,True,Packaging line stop reduced adjacent vibration background.
+31312,2024-04-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.875,False,Temperature remained elevated during unscheduled overtime run.
+31313,2024-04-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.705,False,Calibration check overdue by 11 days for press-line transducer.
+31314,2024-04-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.289,False,Calibration check overdue by 11 days for press-line transducer.
+31315,2024-04-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.061,True,Hydraulic line pressure oscillation detected under load.
+31316,2024-04-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.623,False,Humidity excursion near finishing booth during coating run.
+31317,2024-04-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.592,False,Maintenance scheduler deferred calibration due to spare shortage.
+31318,2024-04-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.198,False,Maintenance crew confirmed lubrication interval was missed.
+31319,2024-04-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.915,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31320,2024-04-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.101,False,Sensor enclosure opened for manual calibration verification.
+31321,2024-04-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Anomaly review flagged possible bearing wear progression.
+31322,2024-04-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.381,False,Sensor signal clipping observed during startup surge.
+31323,2024-04-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.517,True,Short-lived packet loss observed at edge gateway gw-02.
+31324,2024-04-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.311,False,Warning threshold updated for pilot predictive-maintenance model.
+31325,2024-04-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Humidity climbed during dock-door open period in afternoon shift.
+31326,2024-04-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.056,False,Warning threshold updated for pilot predictive-maintenance model.
+31327,2024-04-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.745,True,Temporary gateway failover completed without data loss.
+31328,2024-04-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.985,False,Maintenance note logged for coupling imbalance inspection.
+31329,2024-04-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.126,False,Telemetry quality flag downgraded during sensor self-test window.
+31330,2024-04-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.242,False,Warning threshold updated for pilot predictive-maintenance model.
+31331,2024-04-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.892,True,Unbalanced load introduced cyclical pressure ripple.
+31332,2024-04-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.864,False,Humidity excursion near finishing booth during coating run.
+31333,2024-04-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.743,False,Press cycle dwell time lengthened during high-volume batch.
+31334,2024-04-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.989,False,Pressure line purge completed before restart authorization.
+31335,2024-04-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.82,True,Supervisory alert generated after three consecutive threshold breaches.
+31336,2024-04-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.335,False,Maintenance note logged for coupling imbalance inspection.
+31337,2024-04-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.796,False,Thermal ramp exceeded expected warmup curve before shift start.
+31338,2024-04-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.432,False,Condensation warning cleared after dehumidifier ramp-up.
+31339,2024-04-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.244,True,Humidity climbed during dock-door open period in afternoon shift.
+31340,2024-04-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.616,False,Supervisory alert generated after three consecutive threshold breaches.
+31341,2024-04-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Quality team requested trace review for lot 24-118B.
+31342,2024-04-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.233,False,Machine idle period extended during planned sanitation window.
+31343,2024-04-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.129,True,Temperature variance narrowed after coolant nozzle cleaning.
+31344,2024-04-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.372,False,Reliability engineer tagged sample window for model retraining.
+31345,2024-04-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Vibration burst exceeds envelope during tool change cycle.
+31346,2024-04-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.515,False,Condensation warning cleared after dehumidifier ramp-up.
+31347,2024-04-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Unbalanced load introduced cyclical pressure ripple.
+31348,2024-04-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.376,False,Telemetry quality flag downgraded during sensor self-test window.
+31349,2024-04-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Sensor signal clipping observed during startup surge.
+31350,2024-04-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.842,False,Thermal overshoot event coincided with recipe change on furnace.
+31351,2024-04-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.331,True,Coolant loop adjustment reduced chamber temperature spread.
+31352,2024-04-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.575,False,Maintenance crew confirmed lubrication interval was missed.
+31353,2024-04-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31354,2024-04-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.286,False,Machine idle period extended during planned sanitation window.
+31355,2024-04-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.55,True,Press cycle dwell time lengthened during high-volume batch.
+31356,2024-04-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.768,False,Quality hold reduced finishing booth activity for one shift.
+31357,2024-04-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Quality team requested trace review for lot 24-118B.
+31358,2024-04-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.547,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31359,2024-04-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.609,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31360,2024-04-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.763,False,Short-lived packet loss observed at edge gateway gw-02.
+31361,2024-04-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.094,False,Telemetry quality flag downgraded during sensor self-test window.
+31362,2024-04-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.539,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31363,2024-04-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.172,True,Edge collector replayed buffered events after network recovery.
+31364,2024-04-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.429,False,Telemetry quality flag downgraded during sensor self-test window.
+31365,2024-04-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.146,False,Sensor battery health remains nominal after firmware update.
+31366,2024-04-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.296,False,Packaging line stop reduced adjacent vibration background.
+31367,2024-04-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.098,True,Humidity excursion near finishing booth during coating run.
+31368,2024-04-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.238,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31369,2024-04-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Pressure settled back to nominal after valve reseat.
+31370,2024-04-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.687,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31371,2024-04-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.82,True,Temperature remained elevated during unscheduled overtime run.
+31372,2024-04-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.609,False,Thermal ramp exceeded expected warmup curve before shift start.
+31373,2024-04-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.714,False,Night shift startup produced higher than normal vibration floor.
+31374,2024-04-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.876,False,Sensor enclosure opened for manual calibration verification.
+31375,2024-04-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.036,True,Vibration burst exceeds envelope during tool change cycle.
+31376,2024-04-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.026,False,Pressure settled back to nominal after valve reseat.
+31377,2024-04-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.024,False,Sensor heartbeat delayed by one interval after gateway retry.
+31378,2024-04-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.965,False,Humidity readings track seasonal rise across late spring.
+31379,2024-04-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.998,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31380,2024-04-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.761,False,Quality hold reduced finishing booth activity for one shift.
+31381,2024-04-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.277,False,Thermal ramp exceeded expected warmup curve before shift start.
+31382,2024-04-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.976,False,Humidity climbed during dock-door open period in afternoon shift.
+31383,2024-04-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.18,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31384,2024-04-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.081,False,Temperature variance narrowed after coolant nozzle cleaning.
+31385,2024-04-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.236,False,Operator reset acknowledged after red-tag inspection.
+31386,2024-04-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.528,False,Maintenance crew confirmed lubrication interval was missed.
+31387,2024-04-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,11.006,True,Press cycle dwell time lengthened during high-volume batch.
+31388,2024-04-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.85,False,Press cycle dwell time lengthened during high-volume batch.
+31389,2024-04-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.6,False,Humidity baseline improved after seal replacement.
+31390,2024-04-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.564,False,Coolant loop adjustment reduced chamber temperature spread.
+31391,2024-04-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.768,True,Packaging line stop reduced adjacent vibration background.
+31392,2024-04-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31393,2024-04-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.863,False,Temperature remained elevated during unscheduled overtime run.
+31394,2024-04-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.888,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31395,2024-04-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.491,True,Unbalanced load introduced cyclical pressure ripple.
+31396,2024-04-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.616,False,Telemetry quality flag downgraded during sensor self-test window.
+31397,2024-04-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.14,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31398,2024-04-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.851,False,Hydraulic line pressure oscillation detected under load.
+31399,2024-04-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.174,True,Sensor signal clipping observed during startup surge.
+31400,2024-04-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.466,False,Quality team requested trace review for lot 24-118B.
+31401,2024-04-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31402,2024-04-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.888,False,Calibration check overdue by 11 days for press-line transducer.
+31403,2024-04-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.398,True,Bearing temperature rising faster than baseline on spindle cell.
+31404,2024-04-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.603,False,Condensation warning cleared after dehumidifier ramp-up.
+31405,2024-04-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Supervisory alert generated after three consecutive threshold breaches.
+31406,2024-04-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.141,False,Transient outlier matched forklift impact near cabinet wall.
+31407,2024-04-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.756,True,Vibration baseline recovered after tool holder replacement.
+31408,2024-04-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.054,False,Vibration burst exceeds envelope during tool change cycle.
+31409,2024-04-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.575,False,Machine throughput increase drove sustained pressure uplift.
+31410,2024-04-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.952,False,Transient outlier matched forklift impact near cabinet wall.
+31411,2024-04-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.576,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31412,2024-04-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.733,False,Reliability engineer tagged sample window for model retraining.
+31413,2024-04-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.771,False,Short-lived packet loss observed at edge gateway gw-02.
+31414,2024-04-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.203,False,Hydraulic line pressure oscillation detected under load.
+31415,2024-04-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.066,True,Night shift startup produced higher than normal vibration floor.
+31416,2024-04-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31417,2024-04-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.005,False,Packaging line stop reduced adjacent vibration background.
+31418,2024-04-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.651,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31419,2024-04-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.925,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+31420,2024-04-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.861,False,Short-lived packet loss observed at edge gateway gw-02.
+31421,2024-04-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.427,False,Quality team requested trace review for lot 24-118B.
+31422,2024-04-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.945,False,Pressure line purge completed before restart authorization.
+31423,2024-04-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.906,True,Transient outlier matched forklift impact near cabinet wall.
+31424,2024-04-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.622,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31425,2024-04-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.36,False,Pressure peak corresponds to oversized billet batch processing.
+31426,2024-04-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.171,False,Pressure peak corresponds to oversized billet batch processing.
+31427,2024-04-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.085,True,Operator reported intermittent chatter on machine CNC-04.
+31428,2024-04-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.694,False,Thermal ramp exceeded expected warmup curve before shift start.
+31429,2024-04-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Humidity readings track seasonal rise across late spring.
+31430,2024-04-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.687,False,Air handler maintenance reduced humidity variance on finishing line.
+31431,2024-04-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.68,True,Air handler maintenance reduced humidity variance on finishing line.
+31432,2024-04-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.802,False,Vibration harmonics broadened during extended production run.
+31433,2024-04-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.391,False,Bearing temperature rising faster than baseline on spindle cell.
+31434,2024-04-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.164,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31435,2024-04-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.185,True,Bearing temperature rising faster than baseline on spindle cell.
+31436,2024-04-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.488,False,Press cycle dwell time lengthened during high-volume batch.
+31437,2024-04-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Humidity readings track seasonal rise across late spring.
+31438,2024-04-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.148,False,Unbalanced load introduced cyclical pressure ripple.
+31439,2024-04-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.988,True,Pressure line purge completed before restart authorization.
+31440,2024-04-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.649,False,Operator reported intermittent chatter on machine CNC-04.
+31441,2024-04-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.225,False,Thermal ramp exceeded expected warmup curve before shift start.
+31442,2024-04-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.477,False,Operator reported intermittent chatter on machine CNC-04.
+31443,2024-04-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.089,True,Pressure peak corresponds to oversized billet batch processing.
+31444,2024-04-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.462,False,Pressure line purge completed before restart authorization.
+31445,2024-04-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31446,2024-04-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.365,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31447,2024-04-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.612,True,Edge collector replayed buffered events after network recovery.
+31448,2024-04-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.126,False,Press cycle dwell time lengthened during high-volume batch.
+31449,2024-04-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.719,False,Pressure line purge completed before restart authorization.
+31450,2024-04-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.447,False,Quality team requested trace review for lot 24-118B.
+31451,2024-04-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.318,True,Compressed air fluctuation introduced pressure noise for two cycles.
+31452,2024-04-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.516,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31453,2024-04-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.085,False,Telemetry quality flag downgraded during sensor self-test window.
+31454,2024-04-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.526,False,Machine throughput increase drove sustained pressure uplift.
+31455,2024-04-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.29,True,Supervisory alert generated after three consecutive threshold breaches.
+31456,2024-04-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.265,False,Operator reset acknowledged after red-tag inspection.
+31457,2024-04-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.645,False,Sensor heartbeat delayed by one interval after gateway retry.
+31458,2024-04-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.132,False,Transient outlier matched forklift impact near cabinet wall.
+31459,2024-04-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.605,True,Telemetry quality flag downgraded during sensor self-test window.
+31460,2024-04-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.761,False,Supervisory alert generated after three consecutive threshold breaches.
+31461,2024-04-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Maintenance crew confirmed lubrication interval was missed.
+31462,2024-04-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.748,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31463,2024-04-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.729,True,Coolant loop adjustment reduced chamber temperature spread.
+31464,2024-04-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.391,False,Packaging line stop reduced adjacent vibration background.
+31465,2024-04-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.005,False,Machine idle period extended during planned sanitation window.
+31466,2024-04-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.984,False,Quality hold reduced finishing booth activity for one shift.
+31467,2024-04-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.102,True,Sensor heartbeat delayed by one interval after gateway retry.
+31468,2024-04-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.177,False,Packaging line stop reduced adjacent vibration background.
+31469,2024-04-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Temperature remained elevated during unscheduled overtime run.
+31470,2024-04-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.9,False,Hydraulic line pressure oscillation detected under load.
+31471,2024-04-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.87,True,Machine idle period extended during planned sanitation window.
+31472,2024-04-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.033,False,Anomaly review flagged possible bearing wear progression.
+31473,2024-04-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.074,False,Machine idle period extended during planned sanitation window.
+31474,2024-04-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.294,False,Temperature remained elevated during unscheduled overtime run.
+31475,2024-04-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.23,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31476,2024-04-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.876,False,Sensor battery health remains nominal after firmware update.
+31477,2024-04-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Packaging line stop reduced adjacent vibration background.
+31478,2024-04-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.054,False,Unbalanced load introduced cyclical pressure ripple.
+31479,2024-04-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.153,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31480,2024-04-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.69,False,Quality hold reduced finishing booth activity for one shift.
+31481,2024-04-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.482,False,Air handler maintenance reduced humidity variance on finishing line.
+31482,2024-04-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Machine idle period extended during planned sanitation window.
+31483,2024-04-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.651,True,Operator reported intermittent chatter on machine CNC-04.
+31484,2024-04-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.529,False,Coolant loop adjustment reduced chamber temperature spread.
+31485,2024-04-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Sensor enclosure opened for manual calibration verification.
+31486,2024-04-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.722,False,Telemetry quality flag downgraded during sensor self-test window.
+31487,2024-04-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.21,True,Reliability engineer tagged sample window for model retraining.
+31488,2024-04-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.383,False,Vibration burst exceeds envelope during tool change cycle.
+31489,2024-04-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.246,False,Temperature variance narrowed after coolant nozzle cleaning.
+31490,2024-04-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.679,False,Humidity excursion near finishing booth during coating run.
+31491,2024-04-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.605,True,Sensor heartbeat delayed by one interval after gateway retry.
+31492,2024-04-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.822,False,Vibration burst exceeds envelope during tool change cycle.
+31493,2024-04-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.655,False,Short-lived packet loss observed at edge gateway gw-02.
+31494,2024-04-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.619,False,Machine throughput increase drove sustained pressure uplift.
+31495,2024-04-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.959,True,Vibration baseline recovered after tool holder replacement.
+31496,2024-04-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.546,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31497,2024-04-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31498,2024-04-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.403,False,Condensation warning cleared after dehumidifier ramp-up.
+31499,2024-04-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.938,True,Bearing temperature rising faster than baseline on spindle cell.
+31500,2024-04-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.541,False,Humidity readings track seasonal rise across late spring.
+31501,2024-04-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.004,False,Packaging line stop reduced adjacent vibration background.
+31502,2024-04-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.789,False,Machine throughput increase drove sustained pressure uplift.
+31503,2024-04-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Dust extraction fan offline for 18 minutes on line finishing.
+31504,2024-04-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.684,False,Thermal overshoot event coincided with recipe change on furnace.
+31505,2024-04-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Pressure line purge completed before restart authorization.
+31506,2024-04-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.887,False,Night shift startup produced higher than normal vibration floor.
+31507,2024-04-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.809,True,Temporary gateway failover completed without data loss.
+31508,2024-04-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.051,False,Thermal ramp exceeded expected warmup curve before shift start.
+31509,2024-04-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.305,False,Temperature remained elevated during unscheduled overtime run.
+31510,2024-04-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.502,False,Short-lived packet loss observed at edge gateway gw-02.
+31511,2024-04-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.696,True,Calibration check overdue by 11 days for press-line transducer.
+31512,2024-04-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.517,False,Air handler maintenance reduced humidity variance on finishing line.
+31513,2024-04-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Humidity baseline improved after seal replacement.
+31514,2024-04-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.272,False,Sensor heartbeat delayed by one interval after gateway retry.
+31515,2024-04-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.667,True,Sensor battery health remains nominal after firmware update.
+31516,2024-04-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.054,False,Packaging line stop reduced adjacent vibration background.
+31517,2024-04-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.579,False,Thermal ramp exceeded expected warmup curve before shift start.
+31518,2024-04-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.272,False,Maintenance note logged for coupling imbalance inspection.
+31519,2024-04-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.499,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31520,2024-04-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.66,False,Sensor signal clipping observed during startup surge.
+31521,2024-04-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Maintenance crew confirmed lubrication interval was missed.
+31522,2024-04-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.947,False,Humidity excursion near finishing booth during coating run.
+31523,2024-04-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.501,True,Sensor battery health remains nominal after firmware update.
+31524,2024-04-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.66,False,Press cycle dwell time lengthened during high-volume batch.
+31525,2024-04-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.058,False,Packaging line stop reduced adjacent vibration background.
+31526,2024-04-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.982,False,Humidity excursion near finishing booth during coating run.
+31527,2024-04-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.608,True,Hydraulic line pressure oscillation detected under load.
+31528,2024-04-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.005,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31529,2024-04-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Pressure line purge completed before restart authorization.
+31530,2024-04-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.349,False,Sensor enclosure opened for manual calibration verification.
+31531,2024-04-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.104,True,Humidity baseline improved after seal replacement.
+31532,2024-04-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.975,False,Temperature remained elevated during unscheduled overtime run.
+31533,2024-04-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Vibration harmonics broadened during extended production run.
+31534,2024-04-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.843,False,Machine idle period extended during planned sanitation window.
+31535,2024-04-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.857,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31536,2024-04-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.393,False,Maintenance scheduler deferred calibration due to spare shortage.
+31537,2024-04-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.212,False,Press cycle dwell time lengthened during high-volume batch.
+31538,2024-04-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.213,False,Machine throughput increase drove sustained pressure uplift.
+31539,2024-04-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.059,True,Hydraulic line pressure oscillation detected under load.
+31540,2024-04-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.278,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31541,2024-04-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31542,2024-04-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.277,False,Sensor signal clipping observed during startup surge.
+31543,2024-04-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.267,True,Pressure settled back to nominal after valve reseat.
+31544,2024-04-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.901,False,SCADA backfill inserted two delayed telemetry points.
+31545,2024-04-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.914,False,Humidity climbed during dock-door open period in afternoon shift.
+31546,2024-04-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.441,False,Night shift startup produced higher than normal vibration floor.
+31547,2024-04-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.554,True,Air handler maintenance reduced humidity variance on finishing line.
+31548,2024-04-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.534,False,Coolant loop adjustment reduced chamber temperature spread.
+31549,2024-04-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.738,False,Calibration check overdue by 11 days for press-line transducer.
+31550,2024-04-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.14,False,Quality hold reduced finishing booth activity for one shift.
+31551,2024-04-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.415,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+31552,2024-04-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.085,False,Maintenance crew confirmed lubrication interval was missed.
+31553,2024-04-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Bearing temperature rising faster than baseline on spindle cell.
+31554,2024-04-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.98,False,Operator reset acknowledged after red-tag inspection.
+31555,2024-04-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.675,True,Temperature remained elevated during unscheduled overtime run.
+31556,2024-04-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.965,False,Temporary gateway failover completed without data loss.
+31557,2024-04-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.773,False,Supervisory alert generated after three consecutive threshold breaches.
+31558,2024-04-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.92,False,Telemetry quality flag downgraded during sensor self-test window.
+31559,2024-04-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.566,True,Compressed air fluctuation introduced pressure noise for two cycles.
+31560,2024-04-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.437,False,Pressure peak corresponds to oversized billet batch processing.
+31561,2024-04-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.135,False,Coolant loop adjustment reduced chamber temperature spread.
+31562,2024-04-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.824,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31563,2024-04-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.946,True,Vibration harmonics broadened during extended production run.
+31564,2024-04-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.141,False,Pressure settled back to nominal after valve reseat.
+31565,2024-04-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31566,2024-04-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.165,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31567,2024-04-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.628,True,Dust extraction fan offline for 18 minutes on line finishing.
+31568,2024-04-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.304,False,Quality hold reduced finishing booth activity for one shift.
+31569,2024-04-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Telemetry quality flag downgraded during sensor self-test window.
+31570,2024-04-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.453,False,Quality team requested trace review for lot 24-118B.
+31571,2024-04-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,10.6,True,Compressed air fluctuation introduced pressure noise for two cycles.
+31572,2024-04-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.914,False,Sensor heartbeat delayed by one interval after gateway retry.
+31573,2024-04-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.65,False,Maintenance note logged for coupling imbalance inspection.
+31574,2024-04-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.393,False,Calibration check overdue by 11 days for press-line transducer.
+31575,2024-04-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.671,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31576,2024-04-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.341,False,Quality team requested trace review for lot 24-118B.
+31577,2024-04-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.706,False,Pressure settled back to nominal after valve reseat.
+31578,2024-04-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.85,False,Operator reset acknowledged after red-tag inspection.
+31579,2024-04-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.522,True,Machine throughput increase drove sustained pressure uplift.
+31580,2024-04-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.822,False,Bearing temperature rising faster than baseline on spindle cell.
+31581,2024-04-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.935,False,Operator reported intermittent chatter on machine CNC-04.
+31582,2024-04-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.613,False,Air handler maintenance reduced humidity variance on finishing line.
+31583,2024-04-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,10.466,True,Temperature variance narrowed after coolant nozzle cleaning.
+31584,2024-04-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.28,False,Press cycle dwell time lengthened during high-volume batch.
+31585,2024-04-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Calibration check overdue by 11 days for press-line transducer.
+31586,2024-04-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.578,False,Quality team requested trace review for lot 24-118B.
+31587,2024-04-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.867,True,Bearing temperature rising faster than baseline on spindle cell.
+31588,2024-04-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.406,False,Telemetry quality flag downgraded during sensor self-test window.
+31589,2024-04-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Maintenance note logged for coupling imbalance inspection.
+31590,2024-04-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31591,2024-04-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.198,True,Quality team requested trace review for lot 24-118B.
+31592,2024-04-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.568,False,Maintenance crew confirmed lubrication interval was missed.
+31593,2024-04-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.407,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31594,2024-04-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.462,False,Humidity baseline improved after seal replacement.
+31595,2024-04-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.983,True,Telemetry quality flag downgraded during sensor self-test window.
+31596,2024-04-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.523,False,Thermal overshoot event coincided with recipe change on furnace.
+31597,2024-04-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,SCADA backfill inserted two delayed telemetry points.
+31598,2024-04-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.45,False,Machine throughput increase drove sustained pressure uplift.
+31599,2024-04-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.839,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+31600,2024-04-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.32,False,Condensation warning cleared after dehumidifier ramp-up.
+31601,2024-04-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.1,False,Sensor battery health remains nominal after firmware update.
+31602,2024-04-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.602,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31603,2024-04-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.237,True,Pressure settled back to nominal after valve reseat.
+31604,2024-04-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.173,False,Unbalanced load introduced cyclical pressure ripple.
+31605,2024-04-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Calibration check overdue by 11 days for press-line transducer.
+31606,2024-04-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.237,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31607,2024-04-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.19,True,Pressure line purge completed before restart authorization.
+31608,2024-04-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.581,False,Night shift startup produced higher than normal vibration floor.
+31609,2024-04-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.918,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31610,2024-04-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.042,False,Sensor heartbeat delayed by one interval after gateway retry.
+31611,2024-04-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.336,True,Quality team requested trace review for lot 24-118B.
+31612,2024-04-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.345,False,Packaging line stop reduced adjacent vibration background.
+31613,2024-04-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.163,False,Operator reset acknowledged after red-tag inspection.
+31614,2024-04-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.971,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31615,2024-04-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.781,True,Sensor enclosure opened for manual calibration verification.
+31616,2024-04-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.092,False,Humidity baseline improved after seal replacement.
+31617,2024-04-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Telemetry quality flag downgraded during sensor self-test window.
+31618,2024-04-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.967,False,Vibration baseline recovered after tool holder replacement.
+31619,2024-04-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.987,True,Sensor battery health remains nominal after firmware update.
+31620,2024-04-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.713,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31621,2024-04-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Warning threshold updated for pilot predictive-maintenance model.
+31622,2024-04-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.524,False,Pressure line purge completed before restart authorization.
+31623,2024-04-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.745,True,Humidity baseline improved after seal replacement.
+31624,2024-04-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.761,False,Humidity readings track seasonal rise across late spring.
+31625,2024-04-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.843,False,Humidity excursion near finishing booth during coating run.
+31626,2024-04-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.795,False,Telemetry quality flag downgraded during sensor self-test window.
+31627,2024-04-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.49,True,Bearing temperature rising faster than baseline on spindle cell.
+31628,2024-04-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.316,False,Machine idle period extended during planned sanitation window.
+31629,2024-04-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31630,2024-04-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31631,2024-04-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.472,True,Sensor enclosure opened for manual calibration verification.
+31632,2024-04-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.894,False,Thermal overshoot event coincided with recipe change on furnace.
+31633,2024-04-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.344,False,Reliability engineer tagged sample window for model retraining.
+31634,2024-04-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.935,False,Sensor signal clipping observed during startup surge.
+31635,2024-04-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.265,True,Maintenance crew confirmed lubrication interval was missed.
+31636,2024-04-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.524,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31637,2024-04-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.998,False,Maintenance crew confirmed lubrication interval was missed.
+31638,2024-04-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.437,False,Machine idle period extended during planned sanitation window.
+31639,2024-04-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.307,True,Bearing temperature rising faster than baseline on spindle cell.
+31640,2024-04-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.9,False,Coolant loop adjustment reduced chamber temperature spread.
+31641,2024-04-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.514,False,Shift handoff note referenced unusual noise near press enclosure.
+31642,2024-04-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.984,False,Unbalanced load introduced cyclical pressure ripple.
+31643,2024-04-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.953,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31644,2024-04-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.181,False,Maintenance crew confirmed lubrication interval was missed.
+31645,2024-04-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.841,False,Telemetry quality flag downgraded during sensor self-test window.
+31646,2024-04-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.567,False,Operator reset acknowledged after red-tag inspection.
+31647,2024-04-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.43,True,Humidity excursion near finishing booth during coating run.
+31648,2024-04-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.147,False,Press cycle dwell time lengthened during high-volume batch.
+31649,2024-04-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.079,False,Pressure line purge completed before restart authorization.
+31650,2024-04-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31651,2024-04-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.265,True,Humidity readings track seasonal rise across late spring.
+31652,2024-04-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.664,False,Machine idle period extended during planned sanitation window.
+31653,2024-04-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Pressure line purge completed before restart authorization.
+31654,2024-04-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.958,False,Maintenance crew confirmed lubrication interval was missed.
+31655,2024-04-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.245,True,Warning threshold updated for pilot predictive-maintenance model.
+31656,2024-04-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.773,False,Dust extraction fan offline for 18 minutes on line finishing.
+31657,2024-04-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Packaging line stop reduced adjacent vibration background.
+31658,2024-04-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.418,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31659,2024-04-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.678,True,Pressure line purge completed before restart authorization.
+31660,2024-04-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.912,False,Operator reported intermittent chatter on machine CNC-04.
+31661,2024-04-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.394,False,Sensor signal clipping observed during startup surge.
+31662,2024-04-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.668,False,Reliability engineer tagged sample window for model retraining.
+31663,2024-04-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.343,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31664,2024-04-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.58,False,Vibration burst exceeds envelope during tool change cycle.
+31665,2024-04-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.65,False,Pressure line purge completed before restart authorization.
+31666,2024-04-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.26,False,Warning threshold updated for pilot predictive-maintenance model.
+31667,2024-04-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.65,True,Packaging line stop reduced adjacent vibration background.
+31668,2024-04-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.35,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31669,2024-04-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Maintenance crew confirmed lubrication interval was missed.
+31670,2024-04-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.261,False,Humidity readings track seasonal rise across late spring.
+31671,2024-04-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.186,True,Anomaly review flagged possible bearing wear progression.
+31672,2024-04-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.425,False,Anomaly review flagged possible bearing wear progression.
+31673,2024-04-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.281,False,Shift handoff note referenced unusual noise near press enclosure.
+31674,2024-04-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.69,False,Air handler maintenance reduced humidity variance on finishing line.
+31675,2024-04-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.602,True,Transient outlier matched forklift impact near cabinet wall.
+31676,2024-04-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.99,False,Telemetry quality flag downgraded during sensor self-test window.
+31677,2024-04-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Temperature variance narrowed after coolant nozzle cleaning.
+31678,2024-04-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.68,False,Bearing temperature rising faster than baseline on spindle cell.
+31679,2024-04-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.065,True,Night shift startup produced higher than normal vibration floor.
+31680,2024-04-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.432,False,Hydraulic line pressure oscillation detected under load.
+31681,2024-04-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.091,False,Anomaly review flagged possible bearing wear progression.
+31682,2024-04-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.148,False,Thermal overshoot event coincided with recipe change on furnace.
+31683,2024-04-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.383,True,SCADA backfill inserted two delayed telemetry points.
+31684,2024-04-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.072,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31685,2024-04-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Calibration check overdue by 11 days for press-line transducer.
+31686,2024-04-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.607,False,Thermal ramp exceeded expected warmup curve before shift start.
+31687,2024-04-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.562,True,Machine idle period extended during planned sanitation window.
+31688,2024-04-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.577,False,Air handler maintenance reduced humidity variance on finishing line.
+31689,2024-04-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.568,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31690,2024-04-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.05,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31691,2024-04-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.851,True,Transient outlier matched forklift impact near cabinet wall.
+31692,2024-04-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.145,False,Temporary gateway failover completed without data loss.
+31693,2024-04-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Bearing temperature rising faster than baseline on spindle cell.
+31694,2024-04-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.927,False,Vibration burst exceeds envelope during tool change cycle.
+31695,2024-04-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.587,True,Hydraulic line pressure oscillation detected under load.
+31696,2024-04-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.276,False,Humidity excursion near finishing booth during coating run.
+31697,2024-04-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.836,False,Press cycle dwell time lengthened during high-volume batch.
+31698,2024-04-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.295,False,Supervisory alert generated after three consecutive threshold breaches.
+31699,2024-04-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.372,True,Press cycle dwell time lengthened during high-volume batch.
+31700,2024-04-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.163,False,Vibration baseline recovered after tool holder replacement.
+31701,2024-04-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
+31702,2024-04-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.099,False,Anomaly review flagged possible bearing wear progression.
+31703,2024-04-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.527,True,Anomaly review flagged possible bearing wear progression.
+31704,2024-04-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.392,False,Telemetry quality flag downgraded during sensor self-test window.
+31705,2024-04-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31706,2024-04-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.582,False,Sensor heartbeat delayed by one interval after gateway retry.
+31707,2024-04-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.716,True,Reliability engineer tagged sample window for model retraining.
+31708,2024-04-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.299,False,Press cycle dwell time lengthened during high-volume batch.
+31709,2024-04-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Quality hold reduced finishing booth activity for one shift.
+31710,2024-04-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.176,False,Packaging line stop reduced adjacent vibration background.
+31711,2024-04-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.377,True,Anomaly review flagged possible bearing wear progression.
+31712,2024-04-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.738,False,Sensor enclosure opened for manual calibration verification.
+31713,2024-04-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.923,False,Dust extraction fan offline for 18 minutes on line finishing.
+31714,2024-04-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.469,False,Night shift startup produced higher than normal vibration floor.
+31715,2024-04-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31716,2024-04-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.173,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31717,2024-04-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Operator reported intermittent chatter on machine CNC-04.
+31718,2024-04-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.555,False,Short-lived packet loss observed at edge gateway gw-02.
+31719,2024-04-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.849,True,Reliability engineer tagged sample window for model retraining.
+31720,2024-04-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.402,False,Transient outlier matched forklift impact near cabinet wall.
+31721,2024-04-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Shift handoff note referenced unusual noise near press enclosure.
+31722,2024-04-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.352,False,SCADA backfill inserted two delayed telemetry points.
+31723,2024-04-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.917,True,Sensor enclosure opened for manual calibration verification.
+31724,2024-04-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.528,False,Humidity readings track seasonal rise across late spring.
+31725,2024-04-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.199,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31726,2024-04-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.592,False,Operator reported intermittent chatter on machine CNC-04.
+31727,2024-04-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.26,True,Operator reset acknowledged after red-tag inspection.
+31728,2024-04-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.342,False,Machine idle period extended during planned sanitation window.
+31729,2024-04-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Temporary gateway failover completed without data loss.
+31730,2024-04-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.078,False,Telemetry quality flag downgraded during sensor self-test window.
+31731,2024-04-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.701,True,Humidity baseline improved after seal replacement.
+31732,2024-04-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.065,False,Maintenance note logged for coupling imbalance inspection.
+31733,2024-04-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.135,False,Quality team requested trace review for lot 24-118B.
+31734,2024-04-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.832,False,Transient outlier matched forklift impact near cabinet wall.
+31735,2024-04-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.486,True,Humidity readings track seasonal rise across late spring.
+31736,2024-04-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.402,False,Sensor heartbeat delayed by one interval after gateway retry.
+31737,2024-04-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.718,False,Night shift startup produced higher than normal vibration floor.
+31738,2024-04-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.921,False,Vibration harmonics broadened during extended production run.
+31739,2024-04-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.101,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31740,2024-04-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.284,False,Operator reported intermittent chatter on machine CNC-04.
+31741,2024-04-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.278,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31742,2024-04-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.079,False,Pressure peak corresponds to oversized billet batch processing.
+31743,2024-04-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.61,True,Temperature variance narrowed after coolant nozzle cleaning.
+31744,2024-04-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.613,False,Short-lived packet loss observed at edge gateway gw-02.
+31745,2024-04-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Temporary gateway failover completed without data loss.
+31746,2024-04-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.129,False,Temporary gateway failover completed without data loss.
+31747,2024-04-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Vibration baseline recovered after tool holder replacement.
+31748,2024-04-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.205,False,Unbalanced load introduced cyclical pressure ripple.
+31749,2024-04-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Thermal ramp exceeded expected warmup curve before shift start.
+31750,2024-04-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.901,False,Thermal ramp exceeded expected warmup curve before shift start.
+31751,2024-04-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.026,True,Temporary gateway failover completed without data loss.
+31752,2024-04-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.932,False,Pressure settled back to nominal after valve reseat.
+31753,2024-04-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31754,2024-04-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.899,False,Sensor heartbeat delayed by one interval after gateway retry.
+31755,2024-04-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.59,True,Hydraulic line pressure oscillation detected under load.
+31756,2024-04-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.736,False,Machine idle period extended during planned sanitation window.
+31757,2024-04-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.477,False,Coolant loop adjustment reduced chamber temperature spread.
+31758,2024-04-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.954,False,Machine throughput increase drove sustained pressure uplift.
+31759,2024-04-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.664,True,Press cycle dwell time lengthened during high-volume batch.
+31760,2024-04-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.985,False,Condensation warning cleared after dehumidifier ramp-up.
+31761,2024-04-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.134,False,Humidity climbed during dock-door open period in afternoon shift.
+31762,2024-04-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.717,False,Shift handoff note referenced unusual noise near press enclosure.
+31763,2024-04-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Machine idle period extended during planned sanitation window.
+31764,2024-04-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.058,False,Night shift startup produced higher than normal vibration floor.
+31765,2024-04-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Sensor battery health remains nominal after firmware update.
+31766,2024-04-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.95,False,Maintenance note logged for coupling imbalance inspection.
+31767,2024-04-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.259,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31768,2024-04-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.494,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31769,2024-04-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Night shift startup produced higher than normal vibration floor.
+31770,2024-04-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31771,2024-04-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.035,True,Supervisory alert generated after three consecutive threshold breaches.
+31772,2024-04-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.557,False,Temperature remained elevated during unscheduled overtime run.
+31773,2024-04-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Humidity baseline improved after seal replacement.
+31774,2024-04-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.225,False,Pressure settled back to nominal after valve reseat.
+31775,2024-04-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.544,True,Temporary gateway failover completed without data loss.
+31776,2024-04-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.247,False,Humidity readings track seasonal rise across late spring.
+31777,2024-04-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.081,False,Pressure peak corresponds to oversized billet batch processing.
+31778,2024-04-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.486,False,SCADA backfill inserted two delayed telemetry points.
+31779,2024-04-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.935,True,Temporary gateway failover completed without data loss.
+31780,2024-04-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.815,False,Shift handoff note referenced unusual noise near press enclosure.
+31781,2024-04-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.869,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31782,2024-04-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.152,False,Shift handoff note referenced unusual noise near press enclosure.
+31783,2024-04-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.966,True,Maintenance crew confirmed lubrication interval was missed.
+31784,2024-04-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.803,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31785,2024-04-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Thermal ramp exceeded expected warmup curve before shift start.
+31786,2024-04-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.952,False,Press cycle dwell time lengthened during high-volume batch.
+31787,2024-04-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.659,True,Thermal overshoot event coincided with recipe change on furnace.
+31788,2024-04-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.202,False,Edge collector replayed buffered events after network recovery.
+31789,2024-04-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Maintenance crew confirmed lubrication interval was missed.
+31790,2024-04-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.707,False,Pressure settled back to nominal after valve reseat.
+31791,2024-04-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.619,True,Machine throughput increase drove sustained pressure uplift.
+31792,2024-04-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.002,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31793,2024-04-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.408,False,Edge collector replayed buffered events after network recovery.
+31794,2024-04-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.858,False,Pressure settled back to nominal after valve reseat.
+31795,2024-04-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.121,True,Ambient temperature stabilized after HVAC stage-two engagement.
+31796,2024-04-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.572,False,Temperature remained elevated during unscheduled overtime run.
+31797,2024-04-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.708,False,Pressure peak corresponds to oversized billet batch processing.
+31798,2024-04-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.354,False,Dust extraction fan offline for 18 minutes on line finishing.
+31799,2024-04-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.731,True,Transient outlier matched forklift impact near cabinet wall.
+31800,2024-04-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.592,False,Telemetry quality flag downgraded during sensor self-test window.
+31801,2024-04-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Pressure line purge completed before restart authorization.
+31802,2024-04-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.985,False,Pressure settled back to nominal after valve reseat.
+31803,2024-04-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.57,True,Humidity climbed during dock-door open period in afternoon shift.
+31804,2024-04-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.795,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31805,2024-04-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Quality hold reduced finishing booth activity for one shift.
+31806,2024-04-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.141,False,Night shift startup produced higher than normal vibration floor.
+31807,2024-04-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.177,True,Maintenance crew confirmed lubrication interval was missed.
+31808,2024-04-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.245,False,Warning threshold updated for pilot predictive-maintenance model.
+31809,2024-04-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,Coolant loop adjustment reduced chamber temperature spread.
+31810,2024-04-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.588,False,Warning threshold updated for pilot predictive-maintenance model.
+31811,2024-04-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.862,True,Calibration check overdue by 11 days for press-line transducer.
+31812,2024-04-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.605,False,Maintenance scheduler deferred calibration due to spare shortage.
+31813,2024-04-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.931,False,Supervisory alert generated after three consecutive threshold breaches.
+31814,2024-04-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31815,2024-04-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.241,True,Vibration baseline recovered after tool holder replacement.
+31816,2024-04-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.131,False,Air handler maintenance reduced humidity variance on finishing line.
+31817,2024-04-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.745,False,Humidity climbed during dock-door open period in afternoon shift.
+31818,2024-04-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.152,False,Sensor battery health remains nominal after firmware update.
+31819,2024-04-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.224,True,Operator reported intermittent chatter on machine CNC-04.
+31820,2024-04-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.726,False,Sensor heartbeat delayed by one interval after gateway retry.
+31821,2024-04-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.0,False,Coolant loop adjustment reduced chamber temperature spread.
+31822,2024-04-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.414,False,Bearing temperature rising faster than baseline on spindle cell.
+31823,2024-04-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.875,True,Temperature variance narrowed after coolant nozzle cleaning.
+31824,2024-04-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.898,False,Quality team requested trace review for lot 24-118B.
+31825,2024-04-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Machine idle period extended during planned sanitation window.
+31826,2024-04-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.565,False,Air handler maintenance reduced humidity variance on finishing line.
+31827,2024-04-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.424,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31828,2024-04-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.348,False,Maintenance scheduler deferred calibration due to spare shortage.
+31829,2024-04-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.859,False,Vibration baseline recovered after tool holder replacement.
+31830,2024-04-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.708,False,Thermal overshoot event coincided with recipe change on furnace.
+31831,2024-04-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Sensor battery health remains nominal after firmware update.
+31832,2024-04-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.62,False,Warning threshold updated for pilot predictive-maintenance model.
+31833,2024-04-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Edge collector replayed buffered events after network recovery.
+31834,2024-04-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.737,False,Sensor heartbeat delayed by one interval after gateway retry.
+31835,2024-04-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.474,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+31836,2024-04-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.556,False,Humidity readings track seasonal rise across late spring.
+31837,2024-04-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Sensor heartbeat delayed by one interval after gateway retry.
+31838,2024-04-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Humidity climbed during dock-door open period in afternoon shift.
+31839,2024-04-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.508,True,Temperature variance narrowed after coolant nozzle cleaning.
+31840,2024-04-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.663,False,Bearing temperature rising faster than baseline on spindle cell.
+31841,2024-04-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.631,False,Night shift startup produced higher than normal vibration floor.
+31842,2024-04-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.516,False,Vibration burst exceeds envelope during tool change cycle.
+31843,2024-04-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.238,True,Maintenance crew confirmed lubrication interval was missed.
+31844,2024-04-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.648,False,Temperature variance narrowed after coolant nozzle cleaning.
+31845,2024-04-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+31846,2024-04-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.592,False,Maintenance note logged for coupling imbalance inspection.
+31847,2024-04-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.676,True,SCADA backfill inserted two delayed telemetry points.
+31848,2024-04-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31849,2024-04-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.952,False,Humidity readings track seasonal rise across late spring.
+31850,2024-04-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.259,False,Packaging line stop reduced adjacent vibration background.
+31851,2024-04-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.306,True,Shift handoff note referenced unusual noise near press enclosure.
+31852,2024-04-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.302,False,Operator reported intermittent chatter on machine CNC-04.
+31853,2024-04-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.598,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31854,2024-04-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.34,False,Sensor battery health remains nominal after firmware update.
+31855,2024-04-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.592,True,Maintenance crew confirmed lubrication interval was missed.
+31856,2024-04-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.898,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31857,2024-04-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.539,False,Temperature remained elevated during unscheduled overtime run.
+31858,2024-04-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.824,False,Operator reset acknowledged after red-tag inspection.
+31859,2024-04-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.387,True,Temporary gateway failover completed without data loss.
+31860,2024-04-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.26,False,Temperature remained elevated during unscheduled overtime run.
+31861,2024-04-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Thermal ramp exceeded expected warmup curve before shift start.
+31862,2024-04-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.185,False,Machine throughput increase drove sustained pressure uplift.
+31863,2024-04-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.113,True,SCADA backfill inserted two delayed telemetry points.
+31864,2024-04-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.418,False,Transient outlier matched forklift impact near cabinet wall.
+31865,2024-04-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.069,False,Pressure settled back to nominal after valve reseat.
+31866,2024-04-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.823,False,Vibration harmonics broadened during extended production run.
+31867,2024-04-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.185,True,Condensation warning cleared after dehumidifier ramp-up.
+31868,2024-04-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.379,False,Edge collector replayed buffered events after network recovery.
+31869,2024-04-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.11,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31870,2024-04-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.082,False,Packaging line stop reduced adjacent vibration background.
+31871,2024-04-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.763,True,Dust extraction fan offline for 18 minutes on line finishing.
+31872,2024-04-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.545,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31873,2024-04-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Pressure line purge completed before restart authorization.
+31874,2024-04-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.555,False,Sensor battery health remains nominal after firmware update.
+31875,2024-04-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.423,True,Pressure peak corresponds to oversized billet batch processing.
+31876,2024-04-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.45,False,Night shift startup produced higher than normal vibration floor.
+31877,2024-04-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.328,False,Quality hold reduced finishing booth activity for one shift.
+31878,2024-04-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.285,False,Temporary gateway failover completed without data loss.
+31879,2024-04-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.355,True,Transient outlier matched forklift impact near cabinet wall.
+31880,2024-04-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.684,False,Maintenance note logged for coupling imbalance inspection.
+31881,2024-04-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Maintenance scheduler deferred calibration due to spare shortage.
+31882,2024-04-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
+31883,2024-04-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.835,True,Pressure line purge completed before restart authorization.
+31884,2024-04-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.739,False,Sensor enclosure opened for manual calibration verification.
+31885,2024-04-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.888,False,Short-lived packet loss observed at edge gateway gw-02.
+31886,2024-04-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.246,False,Operator reported intermittent chatter on machine CNC-04.
+31887,2024-04-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.088,True,Thermal ramp exceeded expected warmup curve before shift start.
+31888,2024-04-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.739,False,SCADA backfill inserted two delayed telemetry points.
+31889,2024-04-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Short-lived packet loss observed at edge gateway gw-02.
+31890,2024-04-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.194,False,Unbalanced load introduced cyclical pressure ripple.
+31891,2024-04-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.698,True,Vibration harmonics broadened during extended production run.
+31892,2024-04-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.448,False,Calibration check overdue by 11 days for press-line transducer.
+31893,2024-04-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Humidity baseline improved after seal replacement.
+31894,2024-04-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.446,False,Telemetry quality flag downgraded during sensor self-test window.
+31895,2024-04-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.628,True,Edge collector replayed buffered events after network recovery.
+31896,2024-04-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.287,False,Operator reset acknowledged after red-tag inspection.
+31897,2024-04-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.204,False,Short-lived packet loss observed at edge gateway gw-02.
+31898,2024-04-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.222,False,Pressure peak corresponds to oversized billet batch processing.
+31899,2024-04-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,True,Maintenance scheduler deferred calibration due to spare shortage.
+31900,2024-04-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.884,False,Vibration harmonics broadened during extended production run.
+31901,2024-04-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Sensor heartbeat delayed by one interval after gateway retry.
+31902,2024-04-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.619,False,Telemetry quality flag downgraded during sensor self-test window.
+31903,2024-04-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.684,True,Air handler maintenance reduced humidity variance on finishing line.
+31904,2024-04-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.732,False,Vibration baseline recovered after tool holder replacement.
+31905,2024-04-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Short-lived packet loss observed at edge gateway gw-02.
+31906,2024-04-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.143,False,Machine idle period extended during planned sanitation window.
+31907,2024-04-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.936,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31908,2024-04-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.295,False,Ambient temperature stabilized after HVAC stage-two engagement.
+31909,2024-04-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Air handler maintenance reduced humidity variance on finishing line.
+31910,2024-04-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.674,False,Edge collector replayed buffered events after network recovery.
+31911,2024-04-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.527,True,Condensation warning cleared after dehumidifier ramp-up.
+31912,2024-04-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.12,False,Edge collector replayed buffered events after network recovery.
+31913,2024-04-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.905,False,Anomaly review flagged possible bearing wear progression.
+31914,2024-04-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.83,False,Anomaly review flagged possible bearing wear progression.
+31915,2024-04-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.685,True,Condensation warning cleared after dehumidifier ramp-up.
+31916,2024-04-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.427,False,Humidity baseline improved after seal replacement.
+31917,2024-04-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,SCADA backfill inserted two delayed telemetry points.
+31918,2024-04-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.131,False,Unbalanced load introduced cyclical pressure ripple.
+31919,2024-04-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.761,True,Quality hold reduced finishing booth activity for one shift.
+31920,2024-04-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.116,False,Anomaly review flagged possible bearing wear progression.
+31921,2024-04-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.253,False,Temporary gateway failover completed without data loss.
+31922,2024-04-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.695,False,Bearing temperature rising faster than baseline on spindle cell.
+31923,2024-04-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.468,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31924,2024-04-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+31925,2024-04-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.669,False,Humidity excursion near finishing booth during coating run.
+31926,2024-04-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.666,False,Condensation warning cleared after dehumidifier ramp-up.
+31927,2024-04-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.544,True,Vibration harmonics broadened during extended production run.
+31928,2024-04-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.812,False,Maintenance crew confirmed lubrication interval was missed.
+31929,2024-04-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,SCADA backfill inserted two delayed telemetry points.
+31930,2024-04-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.716,False,Transient outlier matched forklift impact near cabinet wall.
+31931,2024-04-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.282,True,Press cycle dwell time lengthened during high-volume batch.
+31932,2024-04-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.137,False,Shift handoff note referenced unusual noise near press enclosure.
+31933,2024-04-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Calibration check overdue by 11 days for press-line transducer.
+31934,2024-04-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.685,False,Unbalanced load introduced cyclical pressure ripple.
+31935,2024-04-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Thermal overshoot event coincided with recipe change on furnace.
+31936,2024-04-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.67,False,Vibration burst exceeds envelope during tool change cycle.
+31937,2024-04-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Quality team requested trace review for lot 24-118B.
+31938,2024-04-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.951,False,Operator reset acknowledged after red-tag inspection.
+31939,2024-04-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.745,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31940,2024-04-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.701,False,Vibration baseline recovered after tool holder replacement.
+31941,2024-04-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.64,False,Temporary gateway failover completed without data loss.
+31942,2024-04-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.279,False,Maintenance scheduler deferred calibration due to spare shortage.
+31943,2024-04-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.991,True,Humidity readings track seasonal rise across late spring.
+31944,2024-04-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.642,False,Bearing temperature rising faster than baseline on spindle cell.
+31945,2024-04-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.235,False,Maintenance crew confirmed lubrication interval was missed.
+31946,2024-04-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.939,False,Quality team requested trace review for lot 24-118B.
+31947,2024-04-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.426,True,Humidity climbed during dock-door open period in afternoon shift.
+31948,2024-04-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.393,False,Sensor enclosure opened for manual calibration verification.
+31949,2024-04-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.763,False,Maintenance note logged for coupling imbalance inspection.
+31950,2024-04-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.925,False,Quality team requested trace review for lot 24-118B.
+31951,2024-04-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.205,True,Machine throughput increase drove sustained pressure uplift.
+31952,2024-04-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.431,False,Vibration harmonics broadened during extended production run.
+31953,2024-04-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.644,False,Supervisory alert generated after three consecutive threshold breaches.
+31954,2024-04-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.057,False,Thermal overshoot event coincided with recipe change on furnace.
+31955,2024-04-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.163,True,Anomaly review flagged possible bearing wear progression.
+31956,2024-04-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.347,False,Short-lived packet loss observed at edge gateway gw-02.
+31957,2024-04-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.225,False,Maintenance scheduler deferred calibration due to spare shortage.
+31958,2024-04-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.075,False,Dust extraction fan offline for 18 minutes on line finishing.
+31959,2024-04-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.832,True,Sensor 3 drift suspected after cross-check with manual gauge.
+31960,2024-04-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.822,False,Sensor signal clipping observed during startup surge.
+31961,2024-04-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.352,False,Pressure line purge completed before restart authorization.
+31962,2024-04-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.526,False,Machine throughput increase drove sustained pressure uplift.
+31963,2024-04-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.551,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31964,2024-04-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.701,False,Telemetry quality flag downgraded during sensor self-test window.
+31965,2024-04-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Calibration check overdue by 11 days for press-line transducer.
+31966,2024-04-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.161,False,Bearing temperature rising faster than baseline on spindle cell.
+31967,2024-04-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.563,True,Operator reset acknowledged after red-tag inspection.
+31968,2024-04-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.349,False,Night shift startup produced higher than normal vibration floor.
+31969,2024-04-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.561,False,Calibration check overdue by 11 days for press-line transducer.
+31970,2024-04-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.248,False,Sensor 3 drift suspected after cross-check with manual gauge.
+31971,2024-04-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.421,True,Calibration check overdue by 11 days for press-line transducer.
+31972,2024-04-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.682,False,Humidity climbed during dock-door open period in afternoon shift.
+31973,2024-04-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.459,False,Dust extraction fan offline for 18 minutes on line finishing.
+31974,2024-04-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.504,False,Calibration check overdue by 11 days for press-line transducer.
+31975,2024-04-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.921,True,Maintenance crew confirmed lubrication interval was missed.
+31976,2024-04-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.28,False,Short-lived packet loss observed at edge gateway gw-02.
+31977,2024-04-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.526,False,Maintenance note logged for coupling imbalance inspection.
+31978,2024-04-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.74,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+31979,2024-04-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.193,True,Thermal ramp exceeded expected warmup curve before shift start.
+31980,2024-04-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.549,False,Telemetry quality flag downgraded during sensor self-test window.
+31981,2024-04-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.509,False,Pressure peak corresponds to oversized billet batch processing.
+31982,2024-04-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.737,False,Maintenance crew confirmed lubrication interval was missed.
+31983,2024-04-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.926,True,Humidity baseline improved after seal replacement.
+31984,2024-04-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.51,False,Temporary gateway failover completed without data loss.
+31985,2024-04-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.617,False,Shift handoff note referenced unusual noise near press enclosure.
+31986,2024-04-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Pressure line purge completed before restart authorization.
+31987,2024-04-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.15,True,Heat-treat furnace door cycling increased localized temperature spikes.
+31988,2024-04-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.996,False,Coolant loop adjustment reduced chamber temperature spread.
+31989,2024-04-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.21,False,Operator reported intermittent chatter on machine CNC-04.
+31990,2024-04-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.773,False,Coolant loop adjustment reduced chamber temperature spread.
+31991,2024-04-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.721,True,Humidity climbed during dock-door open period in afternoon shift.
+31992,2024-04-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.21,False,Operator reported intermittent chatter on machine CNC-04.
+31993,2024-04-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Operator reset acknowledged after red-tag inspection.
+31994,2024-04-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.123,False,Sensor signal clipping observed during startup surge.
+31995,2024-04-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.299,True,Vibration harmonics broadened during extended production run.
+31996,2024-04-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.9,False,Reliability engineer tagged sample window for model retraining.
+31997,2024-04-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.202,False,Shift handoff note referenced unusual noise near press enclosure.
+31998,2024-04-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.802,False,Compressed air fluctuation introduced pressure noise for two cycles.
+31999,2024-04-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.291,True,Packaging line stop reduced adjacent vibration background.
+32000,2024-04-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.075,False,Telemetry quality flag downgraded during sensor self-test window.
+32001,2024-04-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Maintenance note logged for coupling imbalance inspection.
+32002,2024-04-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.401,False,SCADA backfill inserted two delayed telemetry points.
+32003,2024-04-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.993,True,Calibration check overdue by 11 days for press-line transducer.
+32004,2024-04-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.328,False,Sensor signal clipping observed during startup surge.
+32005,2024-04-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.145,False,Temperature variance narrowed after coolant nozzle cleaning.
+32006,2024-04-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.337,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32007,2024-04-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.804,True,Unbalanced load introduced cyclical pressure ripple.
+32008,2024-04-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.482,False,Sensor heartbeat delayed by one interval after gateway retry.
+32009,2024-04-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.015,False,Sensor heartbeat delayed by one interval after gateway retry.
+32010,2024-04-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.983,False,Temperature variance narrowed after coolant nozzle cleaning.
+32011,2024-04-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.882,True,Humidity excursion near finishing booth during coating run.
+32012,2024-04-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.235,False,Maintenance scheduler deferred calibration due to spare shortage.
+32013,2024-04-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.38,False,Temporary gateway failover completed without data loss.
+32014,2024-04-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.379,False,Dust extraction fan offline for 18 minutes on line finishing.
+32015,2024-04-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.416,True,Packaging line stop reduced adjacent vibration background.
+32016,2024-04-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.383,False,Temperature variance narrowed after coolant nozzle cleaning.
+32017,2024-04-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32018,2024-04-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.625,False,Pressure settled back to nominal after valve reseat.
+32019,2024-04-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.863,True,Night shift startup produced higher than normal vibration floor.
+32020,2024-04-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,37.346,False,Vibration burst exceeds envelope during tool change cycle.
+32021,2024-04-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.753,False,Calibration check overdue by 11 days for press-line transducer.
+32022,2024-04-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.549,False,Vibration baseline recovered after tool holder replacement.
+32023,2024-04-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.407,True,Sensor signal clipping observed during startup surge.
+32024,2024-04-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.497,False,Short-lived packet loss observed at edge gateway gw-02.
+32025,2024-04-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.565,False,Press cycle dwell time lengthened during high-volume batch.
+32026,2024-04-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.629,False,Sensor heartbeat delayed by one interval after gateway retry.
+32027,2024-04-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.487,True,Quality hold reduced finishing booth activity for one shift.
+32028,2024-04-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.985,False,Thermal ramp exceeded expected warmup curve before shift start.
+32029,2024-04-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.686,False,Quality team requested trace review for lot 24-118B.
+32030,2024-04-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.656,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32031,2024-04-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.053,True,Machine idle period extended during planned sanitation window.
+32032,2024-04-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.937,False,Humidity climbed during dock-door open period in afternoon shift.
+32033,2024-04-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.254,False,Thermal overshoot event coincided with recipe change on furnace.
+32034,2024-04-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.67,False,Warning threshold updated for pilot predictive-maintenance model.
+32035,2024-04-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.192,True,Operator reported intermittent chatter on machine CNC-04.
+32036,2024-04-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.766,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32037,2024-04-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.704,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32038,2024-04-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.097,False,Telemetry quality flag downgraded during sensor self-test window.
+32039,2024-04-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Supervisory alert generated after three consecutive threshold breaches.
+32040,2024-04-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.328,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32041,2024-04-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32042,2024-04-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.591,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32043,2024-04-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.123,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+32044,2024-04-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.25,False,Humidity climbed during dock-door open period in afternoon shift.
+32045,2024-04-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Air handler maintenance reduced humidity variance on finishing line.
+32046,2024-04-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.753,False,Night shift startup produced higher than normal vibration floor.
+32047,2024-04-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.896,True,Maintenance scheduler deferred calibration due to spare shortage.
+32048,2024-04-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.432,False,Telemetry quality flag downgraded during sensor self-test window.
+32049,2024-04-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor heartbeat delayed by one interval after gateway retry.
+32050,2024-04-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.174,False,Anomaly review flagged possible bearing wear progression.
+32051,2024-04-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.019,True,Compressed air fluctuation introduced pressure noise for two cycles.
+32052,2024-04-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.389,False,Shift handoff note referenced unusual noise near press enclosure.
+32053,2024-04-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.382,False,Temporary gateway failover completed without data loss.
+32054,2024-04-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.157,False,SCADA backfill inserted two delayed telemetry points.
+32055,2024-04-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.794,True,Press cycle dwell time lengthened during high-volume batch.
+32056,2024-04-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.963,False,Humidity excursion near finishing booth during coating run.
+32057,2024-04-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32058,2024-04-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.774,False,Thermal overshoot event coincided with recipe change on furnace.
+32059,2024-04-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.595,True,Thermal ramp exceeded expected warmup curve before shift start.
+32060,2024-04-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.343,False,Telemetry quality flag downgraded during sensor self-test window.
+32061,2024-04-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Sensor enclosure opened for manual calibration verification.
+32062,2024-04-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.489,False,Transient outlier matched forklift impact near cabinet wall.
+32063,2024-04-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.05,True,Operator reported intermittent chatter on machine CNC-04.
+32064,2024-04-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.159,False,Sensor battery health remains nominal after firmware update.
+32065,2024-04-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.554,False,Bearing temperature rising faster than baseline on spindle cell.
+32066,2024-04-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.556,False,Condensation warning cleared after dehumidifier ramp-up.
+32067,2024-04-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.739,True,Coolant loop adjustment reduced chamber temperature spread.
+32068,2024-04-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.348,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32069,2024-04-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.976,False,Pressure line purge completed before restart authorization.
+32070,2024-04-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.416,False,Bearing temperature rising faster than baseline on spindle cell.
+32071,2024-04-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.777,True,Warning threshold updated for pilot predictive-maintenance model.
+32072,2024-04-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.788,False,Operator reset acknowledged after red-tag inspection.
+32073,2024-04-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.753,False,Short-lived packet loss observed at edge gateway gw-02.
+32074,2024-04-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.791,False,Press cycle dwell time lengthened during high-volume batch.
+32075,2024-04-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.297,True,Warning threshold updated for pilot predictive-maintenance model.
+32076,2024-04-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.275,False,Short-lived packet loss observed at edge gateway gw-02.
+32077,2024-04-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.608,False,SCADA backfill inserted two delayed telemetry points.
+32078,2024-04-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.708,False,Reliability engineer tagged sample window for model retraining.
+32079,2024-04-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.554,True,Telemetry quality flag downgraded during sensor self-test window.
+32080,2024-04-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.176,False,Coolant loop adjustment reduced chamber temperature spread.
+32081,2024-04-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Air handler maintenance reduced humidity variance on finishing line.
+32082,2024-04-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.387,False,Pressure peak corresponds to oversized billet batch processing.
+32083,2024-04-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.36,True,Warning threshold updated for pilot predictive-maintenance model.
+32084,2024-04-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.385,False,Air handler maintenance reduced humidity variance on finishing line.
+32085,2024-04-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Packaging line stop reduced adjacent vibration background.
+32086,2024-04-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.528,False,SCADA backfill inserted two delayed telemetry points.
+32087,2024-04-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.255,True,Sensor enclosure opened for manual calibration verification.
+32088,2024-04-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.431,False,Edge collector replayed buffered events after network recovery.
+32089,2024-04-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Anomaly review flagged possible bearing wear progression.
+32090,2024-04-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.825,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32091,2024-04-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.246,True,Sensor signal clipping observed during startup surge.
+32092,2024-04-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.835,False,Pressure line purge completed before restart authorization.
+32093,2024-04-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.932,False,Pressure settled back to nominal after valve reseat.
+32094,2024-04-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.914,False,Machine throughput increase drove sustained pressure uplift.
+32095,2024-04-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.109,True,Vibration harmonics broadened during extended production run.
+32096,2024-04-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.804,False,Calibration check overdue by 11 days for press-line transducer.
+32097,2024-04-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Warning threshold updated for pilot predictive-maintenance model.
+32098,2024-04-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.36,False,Temperature variance narrowed after coolant nozzle cleaning.
+32099,2024-04-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.873,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32100,2024-04-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.384,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32101,2024-04-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Operator reported intermittent chatter on machine CNC-04.
+32102,2024-04-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32103,2024-04-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.23,True,Condensation warning cleared after dehumidifier ramp-up.
+32104,2024-04-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.619,False,Warning threshold updated for pilot predictive-maintenance model.
+32105,2024-04-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32106,2024-04-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.272,False,Thermal ramp exceeded expected warmup curve before shift start.
+32107,2024-04-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.186,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32108,2024-04-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.175,False,Dust extraction fan offline for 18 minutes on line finishing.
+32109,2024-04-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32110,2024-04-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.516,False,Telemetry quality flag downgraded during sensor self-test window.
+32111,2024-04-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.78,True,Pressure line purge completed before restart authorization.
+32112,2024-04-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.004,False,Humidity excursion near finishing booth during coating run.
+32113,2024-04-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.679,False,Vibration burst exceeds envelope during tool change cycle.
+32114,2024-04-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.153,False,Pressure line purge completed before restart authorization.
+32115,2024-04-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.017,True,Shift handoff note referenced unusual noise near press enclosure.
+32116,2024-04-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.572,False,Air handler maintenance reduced humidity variance on finishing line.
+32117,2024-04-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.072,False,Calibration check overdue by 11 days for press-line transducer.
+32118,2024-04-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.082,False,Reliability engineer tagged sample window for model retraining.
+32119,2024-04-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.693,True,Unbalanced load introduced cyclical pressure ripple.
+32120,2024-04-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.345,False,Vibration burst exceeds envelope during tool change cycle.
+32121,2024-04-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Reliability engineer tagged sample window for model retraining.
+32122,2024-04-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.425,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32123,2024-04-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.922,True,Coolant loop adjustment reduced chamber temperature spread.
+32124,2024-04-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.078,False,Maintenance note logged for coupling imbalance inspection.
+32125,2024-04-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.297,False,Pressure peak corresponds to oversized billet batch processing.
+32126,2024-04-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.12,False,Operator reported intermittent chatter on machine CNC-04.
+32127,2024-04-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.55,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32128,2024-04-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.54,False,Packaging line stop reduced adjacent vibration background.
+32129,2024-04-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.837,False,Edge collector replayed buffered events after network recovery.
+32130,2024-04-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.627,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32131,2024-04-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.617,True,Maintenance scheduler deferred calibration due to spare shortage.
+32132,2024-04-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Pressure peak corresponds to oversized billet batch processing.
+32133,2024-04-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Supervisory alert generated after three consecutive threshold breaches.
+32134,2024-04-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.787,False,Sensor battery health remains nominal after firmware update.
+32135,2024-04-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,True,Reliability engineer tagged sample window for model retraining.
+32136,2024-04-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.555,False,Sensor heartbeat delayed by one interval after gateway retry.
+32137,2024-04-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.74,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32138,2024-04-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.088,False,Quality hold reduced finishing booth activity for one shift.
+32139,2024-04-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.302,True,Pressure peak corresponds to oversized billet batch processing.
+32140,2024-04-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.266,False,Pressure peak corresponds to oversized billet batch processing.
+32141,2024-04-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.032,False,Quality hold reduced finishing booth activity for one shift.
+32142,2024-04-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.375,False,Thermal ramp exceeded expected warmup curve before shift start.
+32143,2024-04-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.238,True,Machine throughput increase drove sustained pressure uplift.
+32144,2024-04-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.206,False,Reliability engineer tagged sample window for model retraining.
+32145,2024-04-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.737,False,Unbalanced load introduced cyclical pressure ripple.
+32146,2024-04-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.132,False,Maintenance note logged for coupling imbalance inspection.
+32147,2024-04-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.824,True,Heat-treat furnace door cycling increased localized temperature spikes.
+32148,2024-04-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.731,False,SCADA backfill inserted two delayed telemetry points.
+32149,2024-04-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.205,False,Supervisory alert generated after three consecutive threshold breaches.
+32150,2024-04-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.622,False,Machine idle period extended during planned sanitation window.
+32151,2024-04-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.411,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32152,2024-04-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.656,False,Maintenance crew confirmed lubrication interval was missed.
+32153,2024-04-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32154,2024-04-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.077,False,Pressure peak corresponds to oversized billet batch processing.
+32155,2024-04-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.387,True,Packaging line stop reduced adjacent vibration background.
+32156,2024-04-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.862,False,Maintenance scheduler deferred calibration due to spare shortage.
+32157,2024-04-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.389,False,Pressure line purge completed before restart authorization.
+32158,2024-04-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.051,False,Pressure peak corresponds to oversized billet batch processing.
+32159,2024-04-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Thermal overshoot event coincided with recipe change on furnace.
+32160,2024-04-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.595,False,Pressure line purge completed before restart authorization.
+32161,2024-04-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32162,2024-04-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.411,False,Telemetry quality flag downgraded during sensor self-test window.
+32163,2024-04-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.624,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32164,2024-04-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.316,False,Bearing temperature rising faster than baseline on spindle cell.
+32165,2024-04-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,Humidity climbed during dock-door open period in afternoon shift.
+32166,2024-04-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.917,False,Sensor heartbeat delayed by one interval after gateway retry.
+32167,2024-04-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.49,True,Anomaly review flagged possible bearing wear progression.
+32168,2024-04-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.197,False,Maintenance crew confirmed lubrication interval was missed.
+32169,2024-04-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32170,2024-04-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.51,False,Maintenance note logged for coupling imbalance inspection.
+32171,2024-04-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.975,True,Edge collector replayed buffered events after network recovery.
+32172,2024-04-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.259,False,Bearing temperature rising faster than baseline on spindle cell.
+32173,2024-04-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Supervisory alert generated after three consecutive threshold breaches.
+32174,2024-04-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.957,False,Unbalanced load introduced cyclical pressure ripple.
+32175,2024-04-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.96,True,Operator reset acknowledged after red-tag inspection.
+32176,2024-04-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.875,False,Press cycle dwell time lengthened during high-volume batch.
+32177,2024-04-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.268,False,Humidity climbed during dock-door open period in afternoon shift.
+32178,2024-04-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.774,False,Telemetry quality flag downgraded during sensor self-test window.
+32179,2024-04-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.511,True,Condensation warning cleared after dehumidifier ramp-up.
+32180,2024-04-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.285,False,Condensation warning cleared after dehumidifier ramp-up.
+32181,2024-04-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32182,2024-04-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.871,False,Warning threshold updated for pilot predictive-maintenance model.
+32183,2024-04-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.871,True,Maintenance scheduler deferred calibration due to spare shortage.
+32184,2024-04-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.886,False,Bearing temperature rising faster than baseline on spindle cell.
+32185,2024-04-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Temperature variance narrowed after coolant nozzle cleaning.
+32186,2024-04-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.203,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32187,2024-04-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.235,True,Transient outlier matched forklift impact near cabinet wall.
+32188,2024-04-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.689,False,Vibration harmonics broadened during extended production run.
+32189,2024-04-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.006,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32190,2024-04-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.292,False,Pressure line purge completed before restart authorization.
+32191,2024-04-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.509,True,Thermal overshoot event coincided with recipe change on furnace.
+32192,2024-04-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.354,False,Machine throughput increase drove sustained pressure uplift.
+32193,2024-04-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.953,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32194,2024-04-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.906,False,Maintenance scheduler deferred calibration due to spare shortage.
+32195,2024-04-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.26,True,Temperature remained elevated during unscheduled overtime run.
+32196,2024-04-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.73,False,Sensor enclosure opened for manual calibration verification.
+32197,2024-04-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Press cycle dwell time lengthened during high-volume batch.
+32198,2024-04-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.855,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32199,2024-04-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.299,True,Quality hold reduced finishing booth activity for one shift.
+32200,2024-04-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.759,False,Humidity readings track seasonal rise across late spring.
+32201,2024-04-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Vibration baseline recovered after tool holder replacement.
+32202,2024-04-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.633,False,Maintenance scheduler deferred calibration due to spare shortage.
+32203,2024-04-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.653,True,Shift handoff note referenced unusual noise near press enclosure.
+32204,2024-04-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.659,False,Humidity excursion near finishing booth during coating run.
+32205,2024-04-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.293,False,Transient outlier matched forklift impact near cabinet wall.
+32206,2024-04-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.346,False,Humidity excursion near finishing booth during coating run.
+32207,2024-04-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.383,True,Transient outlier matched forklift impact near cabinet wall.
+32208,2024-04-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.692,False,Telemetry quality flag downgraded during sensor self-test window.
+32209,2024-04-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.958,False,Temperature variance narrowed after coolant nozzle cleaning.
+32210,2024-04-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.743,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32211,2024-04-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.994,True,Coolant loop adjustment reduced chamber temperature spread.
+32212,2024-04-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.853,False,Thermal ramp exceeded expected warmup curve before shift start.
+32213,2024-04-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.064,False,Condensation warning cleared after dehumidifier ramp-up.
+32214,2024-04-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.751,False,Press cycle dwell time lengthened during high-volume batch.
+32215,2024-04-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.3,True,Night shift startup produced higher than normal vibration floor.
+32216,2024-04-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.675,False,Temporary gateway failover completed without data loss.
+32217,2024-04-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.672,False,Thermal overshoot event coincided with recipe change on furnace.
+32218,2024-04-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.121,False,Vibration harmonics broadened during extended production run.
+32219,2024-04-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.191,True,Supervisory alert generated after three consecutive threshold breaches.
+32220,2024-04-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.21,False,Unbalanced load introduced cyclical pressure ripple.
+32221,2024-04-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.99,False,Dust extraction fan offline for 18 minutes on line finishing.
+32222,2024-04-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.227,False,Sensor signal clipping observed during startup surge.
+32223,2024-04-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.783,True,Edge collector replayed buffered events after network recovery.
+32224,2024-04-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.448,False,Packaging line stop reduced adjacent vibration background.
+32225,2024-04-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32226,2024-04-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.162,False,Pressure peak corresponds to oversized billet batch processing.
+32227,2024-04-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.787,True,Thermal overshoot event coincided with recipe change on furnace.
+32228,2024-04-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.658,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32229,2024-04-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Temperature variance narrowed after coolant nozzle cleaning.
+32230,2024-04-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.623,False,Hydraulic line pressure oscillation detected under load.
+32231,2024-04-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.735,True,Vibration burst exceeds envelope during tool change cycle.
+32232,2024-04-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.511,False,Sensor signal clipping observed during startup surge.
+32233,2024-04-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.275,False,Humidity readings track seasonal rise across late spring.
+32234,2024-04-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.007,False,Warning threshold updated for pilot predictive-maintenance model.
+32235,2024-04-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.794,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+32236,2024-04-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.126,False,Machine throughput increase drove sustained pressure uplift.
+32237,2024-04-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.035,False,Maintenance note logged for coupling imbalance inspection.
+32238,2024-04-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.723,False,Air handler maintenance reduced humidity variance on finishing line.
+32239,2024-04-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.571,True,Bearing temperature rising faster than baseline on spindle cell.
+32240,2024-04-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.461,False,Quality hold reduced finishing booth activity for one shift.
+32241,2024-04-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Pressure settled back to nominal after valve reseat.
+32242,2024-04-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Maintenance note logged for coupling imbalance inspection.
+32243,2024-04-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.585,True,Maintenance crew confirmed lubrication interval was missed.
+32244,2024-04-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.44,False,Humidity readings track seasonal rise across late spring.
+32245,2024-04-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Operator reset acknowledged after red-tag inspection.
+32246,2024-04-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.037,False,Thermal ramp exceeded expected warmup curve before shift start.
+32247,2024-04-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.132,True,Transient outlier matched forklift impact near cabinet wall.
+32248,2024-04-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.13,False,Vibration harmonics broadened during extended production run.
+32249,2024-04-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.599,False,Sensor battery health remains nominal after firmware update.
+32250,2024-04-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.557,False,Maintenance note logged for coupling imbalance inspection.
+32251,2024-04-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.975,True,Humidity baseline improved after seal replacement.
+32252,2024-04-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.448,False,Sensor enclosure opened for manual calibration verification.
+32253,2024-04-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.031,False,Air handler maintenance reduced humidity variance on finishing line.
+32254,2024-04-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.598,False,Press cycle dwell time lengthened during high-volume batch.
+32255,2024-04-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.148,True,Telemetry quality flag downgraded during sensor self-test window.
+32256,2024-04-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.536,False,Maintenance scheduler deferred calibration due to spare shortage.
+32257,2024-04-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Pressure line purge completed before restart authorization.
+32258,2024-04-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.514,False,Reliability engineer tagged sample window for model retraining.
+32259,2024-04-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.42,True,Warning threshold updated for pilot predictive-maintenance model.
+32260,2024-04-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.959,False,Humidity readings track seasonal rise across late spring.
+32261,2024-04-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Calibration check overdue by 11 days for press-line transducer.
+32262,2024-04-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.728,False,Short-lived packet loss observed at edge gateway gw-02.
+32263,2024-04-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.845,True,Humidity climbed during dock-door open period in afternoon shift.
+32264,2024-04-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.148,False,Humidity climbed during dock-door open period in afternoon shift.
+32265,2024-04-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Maintenance note logged for coupling imbalance inspection.
+32266,2024-04-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.907,False,Reliability engineer tagged sample window for model retraining.
+32267,2024-04-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.84,True,Humidity readings track seasonal rise across late spring.
+32268,2024-04-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.423,False,Packaging line stop reduced adjacent vibration background.
+32269,2024-04-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Packaging line stop reduced adjacent vibration background.
+32270,2024-04-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.857,False,Maintenance note logged for coupling imbalance inspection.
+32271,2024-04-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.245,True,Vibration burst exceeds envelope during tool change cycle.
+32272,2024-04-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.781,False,Maintenance note logged for coupling imbalance inspection.
+32273,2024-04-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.577,False,Pressure settled back to nominal after valve reseat.
+32274,2024-04-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,54.513,False,Humidity readings track seasonal rise across late spring.
+32275,2024-04-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.957,True,Night shift startup produced higher than normal vibration floor.
+32276,2024-04-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.321,False,Anomaly review flagged possible bearing wear progression.
+32277,2024-04-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32278,2024-04-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.511,False,Vibration burst exceeds envelope during tool change cycle.
+32279,2024-04-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.291,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+32280,2024-04-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.226,False,Operator reported intermittent chatter on machine CNC-04.
+32281,2024-04-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.733,False,Humidity readings track seasonal rise across late spring.
+32282,2024-04-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.636,False,Press cycle dwell time lengthened during high-volume batch.
+32283,2024-04-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.785,True,Quality team requested trace review for lot 24-118B.
+32284,2024-04-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.486,False,Temperature remained elevated during unscheduled overtime run.
+32285,2024-04-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Quality team requested trace review for lot 24-118B.
+32286,2024-04-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.008,False,Vibration burst exceeds envelope during tool change cycle.
+32287,2024-04-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Pressure settled back to nominal after valve reseat.
+32288,2024-04-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.993,False,Temporary gateway failover completed without data loss.
+32289,2024-04-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32290,2024-04-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.428,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32291,2024-04-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.822,True,Edge collector replayed buffered events after network recovery.
+32292,2024-04-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.279,False,Humidity baseline improved after seal replacement.
+32293,2024-04-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.346,False,Warning threshold updated for pilot predictive-maintenance model.
+32294,2024-04-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.818,False,Night shift startup produced higher than normal vibration floor.
+32295,2024-04-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.041,True,Short-lived packet loss observed at edge gateway gw-02.
+32296,2024-04-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.336,False,Operator reset acknowledged after red-tag inspection.
+32297,2024-04-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.591,False,Telemetry quality flag downgraded during sensor self-test window.
+32298,2024-04-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.361,False,Vibration harmonics broadened during extended production run.
+32299,2024-04-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.39,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32300,2024-04-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.033,False,Humidity readings track seasonal rise across late spring.
+32301,2024-04-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.89,False,Vibration baseline recovered after tool holder replacement.
+32302,2024-04-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.87,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32303,2024-04-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.332,True,Maintenance note logged for coupling imbalance inspection.
+32304,2024-04-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32305,2024-04-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Temperature remained elevated during unscheduled overtime run.
+32306,2024-04-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.462,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32307,2024-04-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.077,True,Air handler maintenance reduced humidity variance on finishing line.
+32308,2024-04-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.011,False,Thermal overshoot event coincided with recipe change on furnace.
+32309,2024-04-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.768,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32310,2024-04-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.151,False,Bearing temperature rising faster than baseline on spindle cell.
+32311,2024-04-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.096,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32312,2024-04-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.604,False,Dust extraction fan offline for 18 minutes on line finishing.
+32313,2024-04-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Packaging line stop reduced adjacent vibration background.
+32314,2024-04-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.646,False,Vibration burst exceeds envelope during tool change cycle.
+32315,2024-04-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.204,True,Bearing temperature rising faster than baseline on spindle cell.
+32316,2024-04-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.911,False,Night shift startup produced higher than normal vibration floor.
+32317,2024-04-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.687,False,Thermal overshoot event coincided with recipe change on furnace.
+32318,2024-04-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.658,False,Short-lived packet loss observed at edge gateway gw-02.
+32319,2024-04-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.639,True,Vibration harmonics broadened during extended production run.
+32320,2024-04-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.159,False,Edge collector replayed buffered events after network recovery.
+32321,2024-04-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.097,False,Quality team requested trace review for lot 24-118B.
+32322,2024-04-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.453,False,Press cycle dwell time lengthened during high-volume batch.
+32323,2024-04-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.677,True,SCADA backfill inserted two delayed telemetry points.
+32324,2024-04-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.756,False,Calibration check overdue by 11 days for press-line transducer.
+32325,2024-04-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Humidity climbed during dock-door open period in afternoon shift.
+32326,2024-04-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.401,False,Air handler maintenance reduced humidity variance on finishing line.
+32327,2024-04-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.278,True,Bearing temperature rising faster than baseline on spindle cell.
+32328,2024-04-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.67,False,Temperature remained elevated during unscheduled overtime run.
+32329,2024-04-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32330,2024-04-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.454,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32331,2024-04-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.53,True,Dust extraction fan offline for 18 minutes on line finishing.
+32332,2024-04-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.683,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32333,2024-04-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.704,False,Condensation warning cleared after dehumidifier ramp-up.
+32334,2024-04-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.405,False,Calibration check overdue by 11 days for press-line transducer.
+32335,2024-04-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.07,True,Humidity baseline improved after seal replacement.
+32336,2024-04-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.556,False,Sensor enclosure opened for manual calibration verification.
+32337,2024-04-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.408,False,Operator reset acknowledged after red-tag inspection.
+32338,2024-04-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.122,False,Unbalanced load introduced cyclical pressure ripple.
+32339,2024-04-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.438,True,Unbalanced load introduced cyclical pressure ripple.
+32340,2024-04-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.346,False,Temperature variance narrowed after coolant nozzle cleaning.
+32341,2024-04-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.161,False,Pressure peak corresponds to oversized billet batch processing.
+32342,2024-04-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.369,False,Sensor signal clipping observed during startup surge.
+32343,2024-04-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.342,True,Anomaly review flagged possible bearing wear progression.
+32344,2024-04-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32345,2024-04-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32346,2024-04-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.384,False,Machine idle period extended during planned sanitation window.
+32347,2024-04-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.483,True,Machine idle period extended during planned sanitation window.
+32348,2024-04-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.9,False,Coolant loop adjustment reduced chamber temperature spread.
+32349,2024-04-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.637,False,Humidity excursion near finishing booth during coating run.
+32350,2024-04-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.207,False,Air handler maintenance reduced humidity variance on finishing line.
+32351,2024-04-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.853,True,Pressure peak corresponds to oversized billet batch processing.
+32352,2024-04-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.14,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32353,2024-04-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.17,False,Reliability engineer tagged sample window for model retraining.
+32354,2024-04-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.784,False,Temperature remained elevated during unscheduled overtime run.
+32355,2024-04-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.076,True,Telemetry quality flag downgraded during sensor self-test window.
+32356,2024-04-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.695,False,Machine idle period extended during planned sanitation window.
+32357,2024-04-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.452,False,Bearing temperature rising faster than baseline on spindle cell.
+32358,2024-04-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.164,False,Machine throughput increase drove sustained pressure uplift.
+32359,2024-04-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.818,True,Humidity readings track seasonal rise across late spring.
+32360,2024-04-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.326,False,SCADA backfill inserted two delayed telemetry points.
+32361,2024-04-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.275,False,Maintenance scheduler deferred calibration due to spare shortage.
+32362,2024-04-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.108,False,Maintenance crew confirmed lubrication interval was missed.
+32363,2024-04-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.203,True,Thermal overshoot event coincided with recipe change on furnace.
+32364,2024-04-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.478,False,Machine idle period extended during planned sanitation window.
+32365,2024-04-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Sensor enclosure opened for manual calibration verification.
+32366,2024-04-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.661,False,Hydraulic line pressure oscillation detected under load.
+32367,2024-04-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.819,True,Machine throughput increase drove sustained pressure uplift.
+32368,2024-04-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.268,False,Vibration baseline recovered after tool holder replacement.
+32369,2024-04-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.744,False,Temperature variance narrowed after coolant nozzle cleaning.
+32370,2024-04-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.815,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32371,2024-04-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Supervisory alert generated after three consecutive threshold breaches.
+32372,2024-04-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.911,False,Maintenance crew confirmed lubrication interval was missed.
+32373,2024-04-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.825,False,Temporary gateway failover completed without data loss.
+32374,2024-04-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.5,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32375,2024-04-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.718,True,Humidity baseline improved after seal replacement.
+32376,2024-04-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.15,False,Bearing temperature rising faster than baseline on spindle cell.
+32377,2024-04-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Anomaly review flagged possible bearing wear progression.
+32378,2024-04-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.77,False,Transient outlier matched forklift impact near cabinet wall.
+32379,2024-04-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.629,True,Thermal overshoot event coincided with recipe change on furnace.
+32380,2024-04-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.635,False,Edge collector replayed buffered events after network recovery.
+32381,2024-04-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32382,2024-04-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.065,False,Thermal ramp exceeded expected warmup curve before shift start.
+32383,2024-04-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.395,True,Operator reset acknowledged after red-tag inspection.
+32384,2024-04-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.556,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32385,2024-04-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.948,False,Packaging line stop reduced adjacent vibration background.
+32386,2024-04-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.487,False,Dust extraction fan offline for 18 minutes on line finishing.
+32387,2024-04-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.684,True,Temporary gateway failover completed without data loss.
+32388,2024-04-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.288,False,Coolant loop adjustment reduced chamber temperature spread.
+32389,2024-04-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.495,False,Air handler maintenance reduced humidity variance on finishing line.
+32390,2024-04-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.243,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32391,2024-04-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Maintenance scheduler deferred calibration due to spare shortage.
+32392,2024-04-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.553,False,Thermal ramp exceeded expected warmup curve before shift start.
+32393,2024-04-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.139,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32394,2024-04-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.635,False,Sensor battery health remains nominal after firmware update.
+32395,2024-04-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.308,True,Temporary gateway failover completed without data loss.
+32396,2024-04-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.055,False,Pressure settled back to nominal after valve reseat.
+32397,2024-04-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.58,False,Machine idle period extended during planned sanitation window.
+32398,2024-04-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.978,False,Humidity readings track seasonal rise across late spring.
+32399,2024-04-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.13,True,Machine throughput increase drove sustained pressure uplift.
+32400,2024-04-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.051,False,Coolant loop adjustment reduced chamber temperature spread.
+32401,2024-04-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.361,False,Pressure line purge completed before restart authorization.
+32402,2024-04-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.887,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32403,2024-04-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.895,True,Humidity excursion near finishing booth during coating run.
+32404,2024-04-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.461,False,Pressure peak corresponds to oversized billet batch processing.
+32405,2024-04-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32406,2024-04-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.869,False,Pressure line purge completed before restart authorization.
+32407,2024-04-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.281,True,Humidity baseline improved after seal replacement.
+32408,2024-04-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.024,False,Quality team requested trace review for lot 24-118B.
+32409,2024-04-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Calibration check overdue by 11 days for press-line transducer.
+32410,2024-04-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.199,False,Pressure peak corresponds to oversized billet batch processing.
+32411,2024-04-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.987,True,Transient outlier matched forklift impact near cabinet wall.
+32412,2024-04-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.611,False,Sensor heartbeat delayed by one interval after gateway retry.
+32413,2024-04-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.509,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32414,2024-04-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.803,False,Maintenance note logged for coupling imbalance inspection.
+32415,2024-04-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.805,True,Temporary gateway failover completed without data loss.
+32416,2024-04-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.637,False,Anomaly review flagged possible bearing wear progression.
+32417,2024-04-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.263,False,Sensor battery health remains nominal after firmware update.
+32418,2024-04-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.725,False,Vibration baseline recovered after tool holder replacement.
+32419,2024-04-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Humidity excursion near finishing booth during coating run.
+32420,2024-04-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.369,False,Edge collector replayed buffered events after network recovery.
+32421,2024-04-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.414,False,Temporary gateway failover completed without data loss.
+32422,2024-04-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.627,False,Vibration harmonics broadened during extended production run.
+32423,2024-04-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Bearing temperature rising faster than baseline on spindle cell.
+32424,2024-04-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.687,False,Bearing temperature rising faster than baseline on spindle cell.
+32425,2024-04-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.903,False,Temporary gateway failover completed without data loss.
+32426,2024-04-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.117,False,Transient outlier matched forklift impact near cabinet wall.
+32427,2024-04-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.361,True,Humidity readings track seasonal rise across late spring.
+32428,2024-04-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.482,False,Bearing temperature rising faster than baseline on spindle cell.
+32429,2024-04-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Maintenance crew confirmed lubrication interval was missed.
+32430,2024-04-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.734,False,Shift handoff note referenced unusual noise near press enclosure.
+32431,2024-04-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.444,True,Edge collector replayed buffered events after network recovery.
+32432,2024-04-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.791,False,Quality team requested trace review for lot 24-118B.
+32433,2024-04-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.14,False,Vibration baseline recovered after tool holder replacement.
+32434,2024-04-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.19,False,Sensor signal clipping observed during startup surge.
+32435,2024-04-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.593,True,Bearing temperature rising faster than baseline on spindle cell.
+32436,2024-04-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.707,False,Coolant loop adjustment reduced chamber temperature spread.
+32437,2024-04-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.419,False,Transient outlier matched forklift impact near cabinet wall.
+32438,2024-04-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.73,False,Coolant loop adjustment reduced chamber temperature spread.
+32439,2024-04-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.178,True,Compressed air fluctuation introduced pressure noise for two cycles.
+32440,2024-04-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.82,False,Thermal overshoot event coincided with recipe change on furnace.
+32441,2024-04-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.99,False,Thermal ramp exceeded expected warmup curve before shift start.
+32442,2024-04-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.553,False,Supervisory alert generated after three consecutive threshold breaches.
+32443,2024-04-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.52,True,Reliability engineer tagged sample window for model retraining.
+32444,2024-04-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.436,False,Sensor heartbeat delayed by one interval after gateway retry.
+32445,2024-04-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.712,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32446,2024-04-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.144,False,Sensor signal clipping observed during startup surge.
+32447,2024-04-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.614,True,Pressure settled back to nominal after valve reseat.
+32448,2024-04-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.545,False,Vibration burst exceeds envelope during tool change cycle.
+32449,2024-04-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.382,False,Machine throughput increase drove sustained pressure uplift.
+32450,2024-04-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.674,False,Anomaly review flagged possible bearing wear progression.
+32451,2024-04-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.81,True,Night shift startup produced higher than normal vibration floor.
+32452,2024-04-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.613,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32453,2024-04-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Maintenance scheduler deferred calibration due to spare shortage.
+32454,2024-04-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.275,False,Bearing temperature rising faster than baseline on spindle cell.
+32455,2024-04-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,SCADA backfill inserted two delayed telemetry points.
+32456,2024-04-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.61,False,Sensor enclosure opened for manual calibration verification.
+32457,2024-04-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.702,False,Packaging line stop reduced adjacent vibration background.
+32458,2024-04-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.564,False,Unbalanced load introduced cyclical pressure ripple.
+32459,2024-04-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.179,True,Temperature remained elevated during unscheduled overtime run.
+32460,2024-04-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.278,False,Transient outlier matched forklift impact near cabinet wall.
+32461,2024-04-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Vibration burst exceeds envelope during tool change cycle.
+32462,2024-04-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.861,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32463,2024-04-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.978,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32464,2024-04-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.208,False,Reliability engineer tagged sample window for model retraining.
+32465,2024-04-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Operator reported intermittent chatter on machine CNC-04.
+32466,2024-04-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.133,False,Transient outlier matched forklift impact near cabinet wall.
+32467,2024-04-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.814,True,SCADA backfill inserted two delayed telemetry points.
+32468,2024-04-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.757,False,Humidity climbed during dock-door open period in afternoon shift.
+32469,2024-04-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.688,False,Anomaly review flagged possible bearing wear progression.
+32470,2024-04-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.889,False,Humidity baseline improved after seal replacement.
+32471,2024-04-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.923,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+32472,2024-04-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.5,False,Humidity excursion near finishing booth during coating run.
+32473,2024-04-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.628,False,Supervisory alert generated after three consecutive threshold breaches.
+32474,2024-04-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.65,False,Machine throughput increase drove sustained pressure uplift.
+32475,2024-04-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.958,True,Air handler maintenance reduced humidity variance on finishing line.
+32476,2024-04-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.086,False,Edge collector replayed buffered events after network recovery.
+32477,2024-04-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Quality team requested trace review for lot 24-118B.
+32478,2024-04-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.213,False,Humidity excursion near finishing booth during coating run.
+32479,2024-04-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.614,True,Dust extraction fan offline for 18 minutes on line finishing.
+32480,2024-04-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.403,False,Humidity baseline improved after seal replacement.
+32481,2024-04-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.468,False,Maintenance note logged for coupling imbalance inspection.
+32482,2024-04-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.789,False,Humidity excursion near finishing booth during coating run.
+32483,2024-04-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.203,True,Transient outlier matched forklift impact near cabinet wall.
+32484,2024-04-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.541,False,Short-lived packet loss observed at edge gateway gw-02.
+32485,2024-04-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32486,2024-04-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.424,False,Warning threshold updated for pilot predictive-maintenance model.
+32487,2024-04-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.855,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+32488,2024-04-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.951,False,Calibration check overdue by 11 days for press-line transducer.
+32489,2024-04-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Anomaly review flagged possible bearing wear progression.
+32490,2024-04-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.757,False,Calibration check overdue by 11 days for press-line transducer.
+32491,2024-04-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.308,True,Transient outlier matched forklift impact near cabinet wall.
+32492,2024-04-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.833,False,Quality hold reduced finishing booth activity for one shift.
+32493,2024-04-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.256,False,Telemetry quality flag downgraded during sensor self-test window.
+32494,2024-04-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.995,False,Temperature variance narrowed after coolant nozzle cleaning.
+32495,2024-04-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.441,True,Temperature variance narrowed after coolant nozzle cleaning.
+32496,2024-04-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.865,False,Temperature variance narrowed after coolant nozzle cleaning.
+32497,2024-04-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
+32498,2024-04-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.118,False,Humidity excursion near finishing booth during coating run.
+32499,2024-04-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.849,True,Anomaly review flagged possible bearing wear progression.
+32500,2024-04-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.161,False,Humidity readings track seasonal rise across late spring.
+32501,2024-04-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Vibration harmonics broadened during extended production run.
+32502,2024-04-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Bearing temperature rising faster than baseline on spindle cell.
+32503,2024-04-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.379,True,Telemetry quality flag downgraded during sensor self-test window.
+32504,2024-04-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.473,False,Humidity readings track seasonal rise across late spring.
+32505,2024-04-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Pressure settled back to nominal after valve reseat.
+32506,2024-04-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.164,False,Edge collector replayed buffered events after network recovery.
+32507,2024-04-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.378,True,Heat-treat furnace door cycling increased localized temperature spikes.
+32508,2024-04-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.584,False,Maintenance note logged for coupling imbalance inspection.
+32509,2024-04-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Air handler maintenance reduced humidity variance on finishing line.
+32510,2024-04-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.147,False,Pressure peak corresponds to oversized billet batch processing.
+32511,2024-04-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.67,True,Hydraulic line pressure oscillation detected under load.
+32512,2024-04-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.735,False,Condensation warning cleared after dehumidifier ramp-up.
+32513,2024-04-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.07,False,Maintenance scheduler deferred calibration due to spare shortage.
+32514,2024-04-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.28,False,Machine idle period extended during planned sanitation window.
+32515,2024-04-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.343,True,Dust extraction fan offline for 18 minutes on line finishing.
+32516,2024-04-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.162,False,Warning threshold updated for pilot predictive-maintenance model.
+32517,2024-04-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.697,False,Humidity excursion near finishing booth during coating run.
+32518,2024-04-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.806,False,Dust extraction fan offline for 18 minutes on line finishing.
+32519,2024-04-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.623,True,SCADA backfill inserted two delayed telemetry points.
+32520,2024-04-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.163,False,Packaging line stop reduced adjacent vibration background.
+32521,2024-04-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.204,False,Air handler maintenance reduced humidity variance on finishing line.
+32522,2024-04-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.227,False,Vibration burst exceeds envelope during tool change cycle.
+32523,2024-04-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.522,True,SCADA backfill inserted two delayed telemetry points.
+32524,2024-04-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,25.61,False,Temperature remained elevated during unscheduled overtime run.
+32525,2024-04-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Quality hold reduced finishing booth activity for one shift.
+32526,2024-04-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.86,False,Quality hold reduced finishing booth activity for one shift.
+32527,2024-04-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.562,True,Temperature variance narrowed after coolant nozzle cleaning.
+32528,2024-04-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.743,False,Sensor heartbeat delayed by one interval after gateway retry.
+32529,2024-04-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32530,2024-04-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.458,False,Coolant loop adjustment reduced chamber temperature spread.
+32531,2024-04-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.351,True,Anomaly review flagged possible bearing wear progression.
+32532,2024-04-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.371,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32533,2024-04-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Shift handoff note referenced unusual noise near press enclosure.
+32534,2024-04-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.242,False,Maintenance crew confirmed lubrication interval was missed.
+32535,2024-04-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.079,True,Condensation warning cleared after dehumidifier ramp-up.
+32536,2024-04-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.07,False,Temperature variance narrowed after coolant nozzle cleaning.
+32537,2024-04-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.851,False,Machine throughput increase drove sustained pressure uplift.
+32538,2024-04-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.408,False,Thermal ramp exceeded expected warmup curve before shift start.
+32539,2024-04-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.232,True,Quality team requested trace review for lot 24-118B.
+32540,2024-04-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.545,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32541,2024-04-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Quality team requested trace review for lot 24-118B.
+32542,2024-04-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.253,False,Machine idle period extended during planned sanitation window.
+32543,2024-04-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Condensation warning cleared after dehumidifier ramp-up.
+32544,2024-04-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.872,False,Hydraulic line pressure oscillation detected under load.
+32545,2024-04-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Pressure peak corresponds to oversized billet batch processing.
+32546,2024-04-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.46,False,Condensation warning cleared after dehumidifier ramp-up.
+32547,2024-04-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.324,True,Sensor heartbeat delayed by one interval after gateway retry.
+32548,2024-04-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,31.848,False,Temporary gateway failover completed without data loss.
+32549,2024-04-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.354,False,Operator reset acknowledged after red-tag inspection.
+32550,2024-04-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,60.202,False,Dust extraction fan offline for 18 minutes on line finishing.
+32551,2024-04-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.911,True,Humidity excursion near finishing booth during coating run.
+32552,2024-04-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.756,False,Bearing temperature rising faster than baseline on spindle cell.
+32553,2024-04-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.674,False,Supervisory alert generated after three consecutive threshold breaches.
+32554,2024-04-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.8,False,Humidity climbed during dock-door open period in afternoon shift.
+32555,2024-04-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.487,True,Vibration burst exceeds envelope during tool change cycle.
+32556,2024-04-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.741,False,Night shift startup produced higher than normal vibration floor.
+32557,2024-04-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.164,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32558,2024-04-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.319,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32559,2024-04-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.195,True,Pressure line purge completed before restart authorization.
+32560,2024-04-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.258,False,Humidity climbed during dock-door open period in afternoon shift.
+32561,2024-04-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.655,False,Supervisory alert generated after three consecutive threshold breaches.
+32562,2024-04-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.373,False,Vibration baseline recovered after tool holder replacement.
+32563,2024-04-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.678,True,Edge collector replayed buffered events after network recovery.
+32564,2024-04-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.342,False,Humidity baseline improved after seal replacement.
+32565,2024-04-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.599,False,Packaging line stop reduced adjacent vibration background.
+32566,2024-04-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.516,False,Night shift startup produced higher than normal vibration floor.
+32567,2024-04-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.828,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32568,2024-04-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.712,False,Sensor signal clipping observed during startup surge.
+32569,2024-04-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Anomaly review flagged possible bearing wear progression.
+32570,2024-04-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.474,False,Quality team requested trace review for lot 24-118B.
+32571,2024-04-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.799,True,Vibration harmonics broadened during extended production run.
+32572,2024-04-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.77,False,Sensor heartbeat delayed by one interval after gateway retry.
+32573,2024-04-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.855,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32574,2024-04-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.559,False,Sensor enclosure opened for manual calibration verification.
+32575,2024-04-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.544,True,Quality team requested trace review for lot 24-118B.
+32576,2024-04-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.1,False,Pressure line purge completed before restart authorization.
+32577,2024-04-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.267,False,Sensor signal clipping observed during startup surge.
+32578,2024-04-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.193,False,Temperature variance narrowed after coolant nozzle cleaning.
+32579,2024-04-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.628,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32580,2024-04-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.82,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32581,2024-04-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.413,False,Anomaly review flagged possible bearing wear progression.
+32582,2024-04-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.864,False,Hydraulic line pressure oscillation detected under load.
+32583,2024-04-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.337,True,Vibration burst exceeds envelope during tool change cycle.
+32584,2024-04-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.067,False,Vibration baseline recovered after tool holder replacement.
+32585,2024-04-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32586,2024-04-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.108,False,Machine idle period extended during planned sanitation window.
+32587,2024-04-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.454,True,Packaging line stop reduced adjacent vibration background.
+32588,2024-04-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.0,False,Supervisory alert generated after three consecutive threshold breaches.
+32589,2024-04-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.841,False,Supervisory alert generated after three consecutive threshold breaches.
+32590,2024-04-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.134,False,Unbalanced load introduced cyclical pressure ripple.
+32591,2024-04-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.151,True,Machine throughput increase drove sustained pressure uplift.
+32592,2024-04-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.132,False,Edge collector replayed buffered events after network recovery.
+32593,2024-04-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.458,False,Dust extraction fan offline for 18 minutes on line finishing.
+32594,2024-04-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.72,False,Sensor enclosure opened for manual calibration verification.
+32595,2024-04-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.564,True,Unbalanced load introduced cyclical pressure ripple.
+32596,2024-04-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.217,False,Edge collector replayed buffered events after network recovery.
+32597,2024-04-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.175,False,Air handler maintenance reduced humidity variance on finishing line.
+32598,2024-04-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.868,False,Hydraulic line pressure oscillation detected under load.
+32599,2024-04-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.701,True,Vibration burst exceeds envelope during tool change cycle.
+32600,2024-04-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,30.399,False,Humidity baseline improved after seal replacement.
+32601,2024-04-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.097,False,Thermal overshoot event coincided with recipe change on furnace.
+32602,2024-04-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.83,False,Humidity readings track seasonal rise across late spring.
+32603,2024-04-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.254,True,Telemetry quality flag downgraded during sensor self-test window.
+32604,2024-04-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.145,False,Warning threshold updated for pilot predictive-maintenance model.
+32605,2024-04-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.795,False,Vibration harmonics broadened during extended production run.
+32606,2024-04-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.819,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32607,2024-04-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.269,True,Humidity readings track seasonal rise across late spring.
+32608,2024-04-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.71,False,Packaging line stop reduced adjacent vibration background.
+32609,2024-04-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.205,False,Temperature remained elevated during unscheduled overtime run.
+32610,2024-04-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.002,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32611,2024-04-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.731,True,Anomaly review flagged possible bearing wear progression.
+32612,2024-04-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32613,2024-04-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Dust extraction fan offline for 18 minutes on line finishing.
+32614,2024-04-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.703,False,Short-lived packet loss observed at edge gateway gw-02.
+32615,2024-04-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.439,True,Thermal overshoot event coincided with recipe change on furnace.
+32616,2024-04-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.869,False,Pressure line purge completed before restart authorization.
+32617,2024-04-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.175,False,Temperature variance narrowed after coolant nozzle cleaning.
+32618,2024-04-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.282,False,Machine idle period extended during planned sanitation window.
+32619,2024-04-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.939,True,Bearing temperature rising faster than baseline on spindle cell.
+32620,2024-04-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.251,False,Short-lived packet loss observed at edge gateway gw-02.
+32621,2024-04-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.779,False,Vibration harmonics broadened during extended production run.
+32622,2024-04-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.497,False,Dust extraction fan offline for 18 minutes on line finishing.
+32623,2024-04-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.883,True,Vibration harmonics broadened during extended production run.
+32624,2024-04-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.517,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32625,2024-04-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.233,False,Temperature variance narrowed after coolant nozzle cleaning.
+32626,2024-04-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.469,False,Sensor enclosure opened for manual calibration verification.
+32627,2024-04-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.265,True,Quality team requested trace review for lot 24-118B.
+32628,2024-04-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.622,False,Vibration harmonics broadened during extended production run.
+32629,2024-04-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32630,2024-04-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.051,False,Thermal overshoot event coincided with recipe change on furnace.
+32631,2024-04-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.919,True,Heat-treat furnace door cycling increased localized temperature spikes.
+32632,2024-04-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.905,False,Sensor signal clipping observed during startup surge.
+32633,2024-04-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.769,False,Packaging line stop reduced adjacent vibration background.
+32634,2024-04-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.629,False,Edge collector replayed buffered events after network recovery.
+32635,2024-04-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.195,True,Temperature remained elevated during unscheduled overtime run.
+32636,2024-04-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.823,False,Press cycle dwell time lengthened during high-volume batch.
+32637,2024-04-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Humidity readings track seasonal rise across late spring.
+32638,2024-04-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.256,False,Thermal ramp exceeded expected warmup curve before shift start.
+32639,2024-04-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.561,True,Sensor heartbeat delayed by one interval after gateway retry.
+32640,2024-04-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.095,False,Operator reset acknowledged after red-tag inspection.
+32641,2024-04-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.469,False,Telemetry quality flag downgraded during sensor self-test window.
+32642,2024-04-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.568,False,Thermal overshoot event coincided with recipe change on furnace.
+32643,2024-04-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.852,True,Reliability engineer tagged sample window for model retraining.
+32644,2024-04-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Coolant loop adjustment reduced chamber temperature spread.
+32645,2024-04-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.095,False,Hydraulic line pressure oscillation detected under load.
+32646,2024-04-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.766,False,Warning threshold updated for pilot predictive-maintenance model.
+32647,2024-04-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.676,True,Maintenance note logged for coupling imbalance inspection.
+32648,2024-04-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.713,False,Reliability engineer tagged sample window for model retraining.
+32649,2024-04-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.384,False,Transient outlier matched forklift impact near cabinet wall.
+32650,2024-04-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.983,False,Thermal ramp exceeded expected warmup curve before shift start.
+32651,2024-04-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.374,True,Pressure settled back to nominal after valve reseat.
+32652,2024-04-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.259,False,Temperature remained elevated during unscheduled overtime run.
+32653,2024-04-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.354,False,Packaging line stop reduced adjacent vibration background.
+32654,2024-04-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.779,False,Thermal ramp exceeded expected warmup curve before shift start.
+32655,2024-04-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.38,True,Temperature remained elevated during unscheduled overtime run.
+32656,2024-04-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.533,False,Maintenance note logged for coupling imbalance inspection.
+32657,2024-04-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32658,2024-04-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.475,False,Warning threshold updated for pilot predictive-maintenance model.
+32659,2024-04-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.534,True,Quality team requested trace review for lot 24-118B.
+32660,2024-04-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.104,False,Transient outlier matched forklift impact near cabinet wall.
+32661,2024-04-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Maintenance note logged for coupling imbalance inspection.
+32662,2024-04-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.003,False,Operator reported intermittent chatter on machine CNC-04.
+32663,2024-04-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.642,True,Compressed air fluctuation introduced pressure noise for two cycles.
+32664,2024-04-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.736,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32665,2024-04-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.602,False,Unbalanced load introduced cyclical pressure ripple.
+32666,2024-04-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.86,False,Air handler maintenance reduced humidity variance on finishing line.
+32667,2024-04-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.162,True,Thermal overshoot event coincided with recipe change on furnace.
+32668,2024-04-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.589,False,Sensor enclosure opened for manual calibration verification.
+32669,2024-04-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.525,False,Unbalanced load introduced cyclical pressure ripple.
+32670,2024-04-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.757,False,Shift handoff note referenced unusual noise near press enclosure.
+32671,2024-04-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.231,True,Sensor heartbeat delayed by one interval after gateway retry.
+32672,2024-04-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.811,False,Reliability engineer tagged sample window for model retraining.
+32673,2024-04-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.696,False,Thermal ramp exceeded expected warmup curve before shift start.
+32674,2024-04-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.894,False,Telemetry quality flag downgraded during sensor self-test window.
+32675,2024-04-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.602,True,Thermal ramp exceeded expected warmup curve before shift start.
+32676,2024-04-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Unbalanced load introduced cyclical pressure ripple.
+32677,2024-04-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Sensor enclosure opened for manual calibration verification.
+32678,2024-04-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.287,False,Operator reset acknowledged after red-tag inspection.
+32679,2024-04-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.57,True,Humidity climbed during dock-door open period in afternoon shift.
+32680,2024-04-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.053,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32681,2024-04-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32682,2024-04-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.356,False,Air handler maintenance reduced humidity variance on finishing line.
+32683,2024-04-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.945,True,Shift handoff note referenced unusual noise near press enclosure.
+32684,2024-04-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.699,False,Reliability engineer tagged sample window for model retraining.
+32685,2024-04-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Anomaly review flagged possible bearing wear progression.
+32686,2024-04-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.006,False,Condensation warning cleared after dehumidifier ramp-up.
+32687,2024-04-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.975,True,Pressure line purge completed before restart authorization.
+32688,2024-04-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.918,False,Quality hold reduced finishing booth activity for one shift.
+32689,2024-04-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Reliability engineer tagged sample window for model retraining.
+32690,2024-04-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.479,False,Air handler maintenance reduced humidity variance on finishing line.
+32691,2024-04-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.024,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32692,2024-04-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.183,False,Operator reset acknowledged after red-tag inspection.
+32693,2024-04-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.355,False,Transient outlier matched forklift impact near cabinet wall.
+32694,2024-04-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.646,False,Vibration baseline recovered after tool holder replacement.
+32695,2024-04-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.136,True,Pressure line purge completed before restart authorization.
+32696,2024-04-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.805,False,Temperature remained elevated during unscheduled overtime run.
+32697,2024-04-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Pressure peak corresponds to oversized billet batch processing.
+32698,2024-04-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.33,False,Edge collector replayed buffered events after network recovery.
+32699,2024-04-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.808,True,Temperature variance narrowed after coolant nozzle cleaning.
+32700,2024-04-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.001,False,Machine idle period extended during planned sanitation window.
+32701,2024-04-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Temporary gateway failover completed without data loss.
+32702,2024-04-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.617,False,Sensor heartbeat delayed by one interval after gateway retry.
+32703,2024-04-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.121,True,Sensor signal clipping observed during startup surge.
+32704,2024-04-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.376,False,Quality team requested trace review for lot 24-118B.
+32705,2024-04-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Temporary gateway failover completed without data loss.
+32706,2024-04-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.853,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32707,2024-04-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.094,True,Humidity baseline improved after seal replacement.
+32708,2024-04-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.944,False,Supervisory alert generated after three consecutive threshold breaches.
+32709,2024-04-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.818,False,Quality team requested trace review for lot 24-118B.
+32710,2024-04-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.668,False,Bearing temperature rising faster than baseline on spindle cell.
+32711,2024-04-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.295,True,Reliability engineer tagged sample window for model retraining.
+32712,2024-04-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.625,False,Packaging line stop reduced adjacent vibration background.
+32713,2024-04-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.865,False,Sensor enclosure opened for manual calibration verification.
+32714,2024-04-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.676,False,Maintenance crew confirmed lubrication interval was missed.
+32715,2024-04-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.284,True,Humidity excursion near finishing booth during coating run.
+32716,2024-04-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.93,False,Vibration burst exceeds envelope during tool change cycle.
+32717,2024-04-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Humidity baseline improved after seal replacement.
+32718,2024-04-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.699,False,Vibration baseline recovered after tool holder replacement.
+32719,2024-04-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.77,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32720,2024-04-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.325,False,Coolant loop adjustment reduced chamber temperature spread.
+32721,2024-04-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Humidity readings track seasonal rise across late spring.
+32722,2024-04-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.758,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32723,2024-04-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.648,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32724,2024-04-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.404,False,Temporary gateway failover completed without data loss.
+32725,2024-04-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.938,False,Humidity climbed during dock-door open period in afternoon shift.
+32726,2024-04-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.091,False,Maintenance note logged for coupling imbalance inspection.
+32727,2024-04-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.798,True,Telemetry quality flag downgraded during sensor self-test window.
+32728,2024-04-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.193,False,Pressure settled back to nominal after valve reseat.
+32729,2024-04-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.419,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32730,2024-04-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.195,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32731,2024-04-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Humidity climbed during dock-door open period in afternoon shift.
+32732,2024-04-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.411,False,Pressure settled back to nominal after valve reseat.
+32733,2024-04-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.726,False,Pressure peak corresponds to oversized billet batch processing.
+32734,2024-04-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.319,False,Edge collector replayed buffered events after network recovery.
+32735,2024-04-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.871,True,Hydraulic line pressure oscillation detected under load.
+32736,2024-04-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32737,2024-04-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Thermal ramp exceeded expected warmup curve before shift start.
+32738,2024-04-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32739,2024-04-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.592,True,Sensor 3 drift suspected after cross-check with manual gauge.
+32740,2024-04-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.688,False,Pressure line purge completed before restart authorization.
+32741,2024-04-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.925,False,Sensor signal clipping observed during startup surge.
+32742,2024-04-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.188,False,Humidity excursion near finishing booth during coating run.
+32743,2024-04-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.034,True,Short-lived packet loss observed at edge gateway gw-02.
+32744,2024-04-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.475,False,Night shift startup produced higher than normal vibration floor.
+32745,2024-04-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Shift handoff note referenced unusual noise near press enclosure.
+32746,2024-04-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.271,False,Thermal overshoot event coincided with recipe change on furnace.
+32747,2024-04-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.298,True,Warning threshold updated for pilot predictive-maintenance model.
+32748,2024-04-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.715,False,Humidity baseline improved after seal replacement.
+32749,2024-04-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.128,False,Transient outlier matched forklift impact near cabinet wall.
+32750,2024-04-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.434,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32751,2024-04-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.158,True,Machine throughput increase drove sustained pressure uplift.
+32752,2024-04-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.242,False,Sensor heartbeat delayed by one interval after gateway retry.
+32753,2024-04-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32754,2024-04-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.848,False,Humidity baseline improved after seal replacement.
+32755,2024-04-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.831,True,Quality team requested trace review for lot 24-118B.
+32756,2024-04-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.41,False,Humidity baseline improved after seal replacement.
+32757,2024-04-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.109,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32758,2024-04-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.69,False,Quality hold reduced finishing booth activity for one shift.
+32759,2024-04-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.178,True,Unbalanced load introduced cyclical pressure ripple.
+32760,2024-04-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.763,False,Pressure peak corresponds to oversized billet batch processing.
+32761,2024-04-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Condensation warning cleared after dehumidifier ramp-up.
+32762,2024-04-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.468,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32763,2024-04-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.187,True,Temperature variance narrowed after coolant nozzle cleaning.
+32764,2024-04-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.688,False,Coolant loop adjustment reduced chamber temperature spread.
+32765,2024-04-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Shift handoff note referenced unusual noise near press enclosure.
+32766,2024-04-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.47,False,Thermal ramp exceeded expected warmup curve before shift start.
+32767,2024-04-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.975,True,Pressure line purge completed before restart authorization.
+32768,2024-04-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.743,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32769,2024-04-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.448,False,Packaging line stop reduced adjacent vibration background.
+32770,2024-04-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.691,False,Sensor enclosure opened for manual calibration verification.
+32771,2024-04-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.167,True,Pressure settled back to nominal after valve reseat.
+32772,2024-04-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32773,2024-04-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.397,False,Quality team requested trace review for lot 24-118B.
+32774,2024-04-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.145,False,Bearing temperature rising faster than baseline on spindle cell.
+32775,2024-04-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.071,True,Vibration burst exceeds envelope during tool change cycle.
+32776,2024-04-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.625,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32777,2024-04-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.162,False,Temporary gateway failover completed without data loss.
+32778,2024-04-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.37,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32779,2024-04-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.612,True,Quality team requested trace review for lot 24-118B.
+32780,2024-04-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.083,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32781,2024-04-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.661,False,Night shift startup produced higher than normal vibration floor.
+32782,2024-04-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.041,False,Humidity baseline improved after seal replacement.
+32783,2024-04-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.481,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32784,2024-04-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.666,False,Machine idle period extended during planned sanitation window.
+32785,2024-04-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.855,False,Sensor signal clipping observed during startup surge.
+32786,2024-04-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Temporary gateway failover completed without data loss.
+32787,2024-04-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.589,True,Anomaly review flagged possible bearing wear progression.
+32788,2024-04-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.497,False,Telemetry quality flag downgraded during sensor self-test window.
+32789,2024-04-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.05,False,Pressure settled back to nominal after valve reseat.
+32790,2024-04-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.427,False,Night shift startup produced higher than normal vibration floor.
+32791,2024-04-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.318,True,Sensor 3 drift suspected after cross-check with manual gauge.
+32792,2024-04-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.772,False,Condensation warning cleared after dehumidifier ramp-up.
+32793,2024-04-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.066,False,Bearing temperature rising faster than baseline on spindle cell.
+32794,2024-04-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.412,False,Machine throughput increase drove sustained pressure uplift.
+32795,2024-04-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.818,True,Vibration burst exceeds envelope during tool change cycle.
+32796,2024-04-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.953,False,Quality hold reduced finishing booth activity for one shift.
+32797,2024-04-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Maintenance scheduler deferred calibration due to spare shortage.
+32798,2024-04-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.615,False,Pressure peak corresponds to oversized billet batch processing.
+32799,2024-04-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.252,True,Sensor signal clipping observed during startup surge.
+32800,2024-04-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.729,False,Reliability engineer tagged sample window for model retraining.
+32801,2024-04-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.899,False,Operator reset acknowledged after red-tag inspection.
+32802,2024-04-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.048,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32803,2024-04-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.964,True,Humidity excursion near finishing booth during coating run.
+32804,2024-04-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.49,False,Hydraulic line pressure oscillation detected under load.
+32805,2024-04-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32806,2024-04-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.045,False,Thermal overshoot event coincided with recipe change on furnace.
+32807,2024-04-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.03,True,Pressure peak corresponds to oversized billet batch processing.
+32808,2024-04-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.403,False,Operator reset acknowledged after red-tag inspection.
+32809,2024-04-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Transient outlier matched forklift impact near cabinet wall.
+32810,2024-04-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+32811,2024-04-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.497,True,Machine idle period extended during planned sanitation window.
+32812,2024-04-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.71,False,Reliability engineer tagged sample window for model retraining.
+32813,2024-04-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.156,False,Sensor signal clipping observed during startup surge.
+32814,2024-04-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.898,False,Operator reported intermittent chatter on machine CNC-04.
+32815,2024-04-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.061,True,Sensor enclosure opened for manual calibration verification.
+32816,2024-04-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.75,False,Dust extraction fan offline for 18 minutes on line finishing.
+32817,2024-04-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.146,False,Sensor enclosure opened for manual calibration verification.
+32818,2024-04-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.167,False,Thermal ramp exceeded expected warmup curve before shift start.
+32819,2024-04-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.282,True,Thermal ramp exceeded expected warmup curve before shift start.
+32820,2024-04-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.109,False,Anomaly review flagged possible bearing wear progression.
+32821,2024-04-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Temperature variance narrowed after coolant nozzle cleaning.
+32822,2024-04-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.11,False,Quality hold reduced finishing booth activity for one shift.
+32823,2024-04-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.19,True,Reliability engineer tagged sample window for model retraining.
+32824,2024-04-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.525,False,Maintenance crew confirmed lubrication interval was missed.
+32825,2024-04-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.043,False,Pressure line purge completed before restart authorization.
+32826,2024-04-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.111,False,Coolant loop adjustment reduced chamber temperature spread.
+32827,2024-04-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.529,True,Compressed air fluctuation introduced pressure noise for two cycles.
+32828,2024-04-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.422,False,Temperature variance narrowed after coolant nozzle cleaning.
+32829,2024-04-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Sensor heartbeat delayed by one interval after gateway retry.
+32830,2024-04-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.94,False,Warning threshold updated for pilot predictive-maintenance model.
+32831,2024-04-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.463,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+32832,2024-04-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.055,False,Dust extraction fan offline for 18 minutes on line finishing.
+32833,2024-04-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.017,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32834,2024-04-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.719,False,Air handler maintenance reduced humidity variance on finishing line.
+32835,2024-04-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.832,True,Thermal overshoot event coincided with recipe change on furnace.
+32836,2024-04-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.279,False,Temperature remained elevated during unscheduled overtime run.
+32837,2024-04-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Thermal overshoot event coincided with recipe change on furnace.
+32838,2024-04-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.977,False,Short-lived packet loss observed at edge gateway gw-02.
+32839,2024-04-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.812,True,Maintenance crew confirmed lubrication interval was missed.
+32840,2024-04-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,SCADA backfill inserted two delayed telemetry points.
+32841,2024-04-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Pressure line purge completed before restart authorization.
+32842,2024-04-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.374,False,Dust extraction fan offline for 18 minutes on line finishing.
+32843,2024-04-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.669,True,Anomaly review flagged possible bearing wear progression.
+32844,2024-04-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.751,False,Unbalanced load introduced cyclical pressure ripple.
+32845,2024-04-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.878,False,Pressure settled back to nominal after valve reseat.
+32846,2024-04-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.394,False,Operator reset acknowledged after red-tag inspection.
+32847,2024-04-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.475,True,Packaging line stop reduced adjacent vibration background.
+32848,2024-04-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.633,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32849,2024-04-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.431,False,Short-lived packet loss observed at edge gateway gw-02.
+32850,2024-04-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.598,False,Sensor battery health remains nominal after firmware update.
+32851,2024-04-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.691,True,Pressure line purge completed before restart authorization.
+32852,2024-04-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.046,False,Dust extraction fan offline for 18 minutes on line finishing.
+32853,2024-04-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Pressure line purge completed before restart authorization.
+32854,2024-04-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.442,False,Shift handoff note referenced unusual noise near press enclosure.
+32855,2024-04-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.242,True,Quality hold reduced finishing booth activity for one shift.
+32856,2024-04-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.148,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32857,2024-04-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Quality team requested trace review for lot 24-118B.
+32858,2024-04-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.497,False,Packaging line stop reduced adjacent vibration background.
+32859,2024-04-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.48,True,Sensor enclosure opened for manual calibration verification.
+32860,2024-04-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Vibration burst exceeds envelope during tool change cycle.
+32861,2024-04-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32862,2024-04-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.606,False,Warning threshold updated for pilot predictive-maintenance model.
+32863,2024-04-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.502,True,Machine throughput increase drove sustained pressure uplift.
+32864,2024-04-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.693,False,Vibration harmonics broadened during extended production run.
+32865,2024-04-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Humidity excursion near finishing booth during coating run.
+32866,2024-04-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.09,False,Sensor heartbeat delayed by one interval after gateway retry.
+32867,2024-04-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.471,True,Ambient temperature stabilized after HVAC stage-two engagement.
+32868,2024-04-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.335,False,Packaging line stop reduced adjacent vibration background.
+32869,2024-04-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32870,2024-04-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.079,False,Operator reported intermittent chatter on machine CNC-04.
+32871,2024-04-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.957,True,Humidity climbed during dock-door open period in afternoon shift.
+32872,2024-04-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.282,False,Ambient temperature stabilized after HVAC stage-two engagement.
+32873,2024-04-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.84,False,Machine idle period extended during planned sanitation window.
+32874,2024-04-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.984,False,Humidity climbed during dock-door open period in afternoon shift.
+32875,2024-04-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.24,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+32876,2024-04-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.75,False,Reliability engineer tagged sample window for model retraining.
+32877,2024-04-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Sensor heartbeat delayed by one interval after gateway retry.
+32878,2024-04-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.021,False,Transient outlier matched forklift impact near cabinet wall.
+32879,2024-04-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.088,True,Telemetry quality flag downgraded during sensor self-test window.
+32880,2024-04-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.325,False,Short-lived packet loss observed at edge gateway gw-02.
+32881,2024-04-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Pressure peak corresponds to oversized billet batch processing.
+32882,2024-04-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Condensation warning cleared after dehumidifier ramp-up.
+32883,2024-04-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.33,True,Dust extraction fan offline for 18 minutes on line finishing.
+32884,2024-04-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.718,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32885,2024-04-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.263,False,Maintenance scheduler deferred calibration due to spare shortage.
+32886,2024-04-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.751,False,Supervisory alert generated after three consecutive threshold breaches.
+32887,2024-04-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.063,True,Operator reported intermittent chatter on machine CNC-04.
+32888,2024-04-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.7,False,Maintenance scheduler deferred calibration due to spare shortage.
+32889,2024-04-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Anomaly review flagged possible bearing wear progression.
+32890,2024-04-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.729,False,Quality hold reduced finishing booth activity for one shift.
+32891,2024-04-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.622,True,Night shift startup produced higher than normal vibration floor.
+32892,2024-04-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.562,False,Pressure peak corresponds to oversized billet batch processing.
+32893,2024-04-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Calibration check overdue by 11 days for press-line transducer.
+32894,2024-04-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.375,False,Machine throughput increase drove sustained pressure uplift.
+32895,2024-04-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.212,True,Pressure peak corresponds to oversized billet batch processing.
+32896,2024-04-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.094,False,Maintenance scheduler deferred calibration due to spare shortage.
+32897,2024-04-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Maintenance crew confirmed lubrication interval was missed.
+32898,2024-04-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.039,False,Quality team requested trace review for lot 24-118B.
+32899,2024-04-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.997,True,Operator reported intermittent chatter on machine CNC-04.
+32900,2024-04-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.608,False,Operator reset acknowledged after red-tag inspection.
+32901,2024-04-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Shift handoff note referenced unusual noise near press enclosure.
+32902,2024-04-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.045,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32903,2024-04-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.305,True,Warning threshold updated for pilot predictive-maintenance model.
+32904,2024-04-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.58,False,Operator reported intermittent chatter on machine CNC-04.
+32905,2024-04-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.66,False,Quality team requested trace review for lot 24-118B.
+32906,2024-04-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.665,False,Machine throughput increase drove sustained pressure uplift.
+32907,2024-04-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.783,True,Pressure settled back to nominal after valve reseat.
+32908,2024-04-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.951,False,Maintenance scheduler deferred calibration due to spare shortage.
+32909,2024-04-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Air handler maintenance reduced humidity variance on finishing line.
+32910,2024-04-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.06,False,Hydraulic line pressure oscillation detected under load.
+32911,2024-04-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.849,True,Humidity excursion near finishing booth during coating run.
+32912,2024-04-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.588,False,Sensor battery health remains nominal after firmware update.
+32913,2024-04-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Bearing temperature rising faster than baseline on spindle cell.
+32914,2024-04-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.848,False,Quality team requested trace review for lot 24-118B.
+32915,2024-04-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.852,True,Temporary gateway failover completed without data loss.
+32916,2024-04-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.173,False,Pressure line purge completed before restart authorization.
+32917,2024-04-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Vibration burst exceeds envelope during tool change cycle.
+32918,2024-04-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.41,False,Press cycle dwell time lengthened during high-volume batch.
+32919,2024-04-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.379,True,Condensation warning cleared after dehumidifier ramp-up.
+32920,2024-04-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.838,False,Edge collector replayed buffered events after network recovery.
+32921,2024-04-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Thermal overshoot event coincided with recipe change on furnace.
+32922,2024-04-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.634,False,Supervisory alert generated after three consecutive threshold breaches.
+32923,2024-04-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.076,True,Sensor 3 drift suspected after cross-check with manual gauge.
+32924,2024-04-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.853,False,Hydraulic line pressure oscillation detected under load.
+32925,2024-04-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.25,False,Maintenance crew confirmed lubrication interval was missed.
+32926,2024-04-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.245,False,Calibration check overdue by 11 days for press-line transducer.
+32927,2024-04-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.714,True,Short-lived packet loss observed at edge gateway gw-02.
+32928,2024-04-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.672,False,Telemetry quality flag downgraded during sensor self-test window.
+32929,2024-04-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Sensor signal clipping observed during startup surge.
+32930,2024-04-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.899,False,Vibration harmonics broadened during extended production run.
+32931,2024-04-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.707,True,Sensor 3 drift suspected after cross-check with manual gauge.
+32932,2024-04-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.784,False,Bearing temperature rising faster than baseline on spindle cell.
+32933,2024-04-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.131,False,Humidity baseline improved after seal replacement.
+32934,2024-04-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.813,False,Temporary gateway failover completed without data loss.
+32935,2024-04-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.603,True,Transient outlier matched forklift impact near cabinet wall.
+32936,2024-04-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.725,False,Warning threshold updated for pilot predictive-maintenance model.
+32937,2024-04-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.961,False,Press cycle dwell time lengthened during high-volume batch.
+32938,2024-04-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.571,False,Temporary gateway failover completed without data loss.
+32939,2024-04-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.041,True,Sensor enclosure opened for manual calibration verification.
+32940,2024-04-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.738,False,Vibration baseline recovered after tool holder replacement.
+32941,2024-04-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.995,False,Coolant loop adjustment reduced chamber temperature spread.
+32942,2024-04-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.439,False,Bearing temperature rising faster than baseline on spindle cell.
+32943,2024-04-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.201,True,Maintenance crew confirmed lubrication interval was missed.
+32944,2024-04-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.803,False,Sensor 3 drift suspected after cross-check with manual gauge.
+32945,2024-04-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Operator reset acknowledged after red-tag inspection.
+32946,2024-04-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.957,False,Temporary gateway failover completed without data loss.
+32947,2024-04-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.907,True,Humidity climbed during dock-door open period in afternoon shift.
+32948,2024-04-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.154,False,Edge collector replayed buffered events after network recovery.
+32949,2024-04-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.782,False,Pressure settled back to nominal after valve reseat.
+32950,2024-04-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.257,False,Bearing temperature rising faster than baseline on spindle cell.
+32951,2024-04-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.494,True,Night shift startup produced higher than normal vibration floor.
+32952,2024-04-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.557,False,Bearing temperature rising faster than baseline on spindle cell.
+32953,2024-04-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Machine idle period extended during planned sanitation window.
+32954,2024-04-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32955,2024-04-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.41,True,Warning threshold updated for pilot predictive-maintenance model.
+32956,2024-04-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.011,False,Operator reported intermittent chatter on machine CNC-04.
+32957,2024-04-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.244,False,Reliability engineer tagged sample window for model retraining.
+32958,2024-04-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Humidity readings track seasonal rise across late spring.
+32959,2024-04-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.772,True,Humidity climbed during dock-door open period in afternoon shift.
+32960,2024-04-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,33.963,False,Calibration check overdue by 11 days for press-line transducer.
+32961,2024-04-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Machine idle period extended during planned sanitation window.
+32962,2024-04-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.666,False,Humidity excursion near finishing booth during coating run.
+32963,2024-04-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.041,True,SCADA backfill inserted two delayed telemetry points.
+32964,2024-04-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.428,False,Anomaly review flagged possible bearing wear progression.
+32965,2024-04-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.525,False,Pressure line purge completed before restart authorization.
+32966,2024-04-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.118,False,Vibration burst exceeds envelope during tool change cycle.
+32967,2024-04-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.402,True,Condensation warning cleared after dehumidifier ramp-up.
+32968,2024-04-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.405,False,Thermal ramp exceeded expected warmup curve before shift start.
+32969,2024-04-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.657,False,Pressure settled back to nominal after valve reseat.
+32970,2024-04-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.166,False,Packaging line stop reduced adjacent vibration background.
+32971,2024-04-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.42,True,Compressed air fluctuation introduced pressure noise for two cycles.
+32972,2024-04-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.691,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+32973,2024-04-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Humidity climbed during dock-door open period in afternoon shift.
+32974,2024-04-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.863,False,Press cycle dwell time lengthened during high-volume batch.
+32975,2024-04-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.053,True,Humidity climbed during dock-door open period in afternoon shift.
+32976,2024-04-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.743,False,Reliability engineer tagged sample window for model retraining.
+32977,2024-04-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.996,False,Sensor enclosure opened for manual calibration verification.
+32978,2024-04-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.289,False,Compressed air fluctuation introduced pressure noise for two cycles.
+32979,2024-04-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.277,True,Air handler maintenance reduced humidity variance on finishing line.
+32980,2024-04-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.131,False,Transient outlier matched forklift impact near cabinet wall.
+32981,2024-04-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.659,False,Reliability engineer tagged sample window for model retraining.
+32982,2024-04-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.533,False,Machine idle period extended during planned sanitation window.
+32983,2024-04-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.43,True,Dust extraction fan offline for 18 minutes on line finishing.
+32984,2024-04-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.993,False,Humidity climbed during dock-door open period in afternoon shift.
+32985,2024-04-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.344,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+32986,2024-04-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.359,False,Telemetry quality flag downgraded during sensor self-test window.
+32987,2024-04-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.498,True,Operator reported intermittent chatter on machine CNC-04.
+32988,2024-04-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.275,False,Telemetry quality flag downgraded during sensor self-test window.
+32989,2024-04-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Thermal ramp exceeded expected warmup curve before shift start.
+32990,2024-04-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.209,False,Maintenance note logged for coupling imbalance inspection.
+32991,2024-04-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.207,True,Sensor 3 drift suspected after cross-check with manual gauge.
+32992,2024-04-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.632,False,Pressure settled back to nominal after valve reseat.
+32993,2024-04-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Heat-treat furnace door cycling increased localized temperature spikes.
+32994,2024-04-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.151,False,Machine throughput increase drove sustained pressure uplift.
+32995,2024-04-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.051,True,Quality hold reduced finishing booth activity for one shift.
+32996,2024-04-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.0,False,Anomaly review flagged possible bearing wear progression.
+32997,2024-04-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Bearing temperature rising faster than baseline on spindle cell.
+32998,2024-04-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.202,False,Pressure settled back to nominal after valve reseat.
+32999,2024-04-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.656,True,Bearing temperature rising faster than baseline on spindle cell.
+33000,2024-04-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.712,False,Warning threshold updated for pilot predictive-maintenance model.
+33001,2024-04-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Coolant loop adjustment reduced chamber temperature spread.
+33002,2024-04-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.557,False,Humidity baseline improved after seal replacement.
+33003,2024-04-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.045,True,Coolant loop adjustment reduced chamber temperature spread.
+33004,2024-04-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.525,False,Humidity climbed during dock-door open period in afternoon shift.
+33005,2024-04-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.863,False,Quality hold reduced finishing booth activity for one shift.
+33006,2024-04-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.314,False,Quality hold reduced finishing booth activity for one shift.
+33007,2024-04-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.671,True,Quality hold reduced finishing booth activity for one shift.
+33008,2024-04-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.626,False,Maintenance note logged for coupling imbalance inspection.
+33009,2024-04-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Sensor enclosure opened for manual calibration verification.
+33010,2024-04-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.011,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33011,2024-04-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.536,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33012,2024-04-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.705,False,Temperature remained elevated during unscheduled overtime run.
+33013,2024-04-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.679,False,Bearing temperature rising faster than baseline on spindle cell.
+33014,2024-04-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.336,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33015,2024-04-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.621,True,Sensor enclosure opened for manual calibration verification.
+33016,2024-04-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.953,False,Edge collector replayed buffered events after network recovery.
+33017,2024-04-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.308,False,Coolant loop adjustment reduced chamber temperature spread.
+33018,2024-04-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.179,False,Machine throughput increase drove sustained pressure uplift.
+33019,2024-04-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.908,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33020,2024-04-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.122,False,Press cycle dwell time lengthened during high-volume batch.
+33021,2024-04-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.134,False,Edge collector replayed buffered events after network recovery.
+33022,2024-04-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.529,False,Humidity excursion near finishing booth during coating run.
+33023,2024-04-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.345,True,Anomaly review flagged possible bearing wear progression.
+33024,2024-04-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.096,False,Shift handoff note referenced unusual noise near press enclosure.
+33025,2024-04-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.736,False,Sensor battery health remains nominal after firmware update.
+33026,2024-04-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.351,False,Temperature remained elevated during unscheduled overtime run.
+33027,2024-04-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.239,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+33028,2024-04-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.331,False,Pressure settled back to nominal after valve reseat.
+33029,2024-04-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.489,False,Condensation warning cleared after dehumidifier ramp-up.
+33030,2024-04-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,57.989,False,Machine throughput increase drove sustained pressure uplift.
+33031,2024-04-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Packaging line stop reduced adjacent vibration background.
+33032,2024-04-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.41,False,Reliability engineer tagged sample window for model retraining.
+33033,2024-04-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.53,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33034,2024-04-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.445,False,Supervisory alert generated after three consecutive threshold breaches.
+33035,2024-04-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.989,True,Quality hold reduced finishing booth activity for one shift.
+33036,2024-04-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.563,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33037,2024-04-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.857,False,Sensor battery health remains nominal after firmware update.
+33038,2024-04-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.968,False,Operator reset acknowledged after red-tag inspection.
+33039,2024-04-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.229,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+33040,2024-04-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.65,False,Temporary gateway failover completed without data loss.
+33041,2024-04-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.597,False,Edge collector replayed buffered events after network recovery.
+33042,2024-04-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.683,False,Calibration check overdue by 11 days for press-line transducer.
+33043,2024-04-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.705,True,Vibration harmonics broadened during extended production run.
+33044,2024-04-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.729,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33045,2024-04-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Maintenance crew confirmed lubrication interval was missed.
+33046,2024-04-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.578,False,Shift handoff note referenced unusual noise near press enclosure.
+33047,2024-04-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.973,True,Maintenance note logged for coupling imbalance inspection.
+33048,2024-04-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.17,False,Maintenance crew confirmed lubrication interval was missed.
+33049,2024-04-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Air handler maintenance reduced humidity variance on finishing line.
+33050,2024-04-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.757,False,Temperature remained elevated during unscheduled overtime run.
+33051,2024-04-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.182,True,Sensor heartbeat delayed by one interval after gateway retry.
+33052,2024-04-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.032,False,Condensation warning cleared after dehumidifier ramp-up.
+33053,2024-04-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.368,False,Temperature remained elevated during unscheduled overtime run.
+33054,2024-04-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.754,False,Coolant loop adjustment reduced chamber temperature spread.
+33055,2024-04-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.587,True,Quality team requested trace review for lot 24-118B.
+33056,2024-04-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.232,False,Temporary gateway failover completed without data loss.
+33057,2024-04-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.085,False,Thermal overshoot event coincided with recipe change on furnace.
+33058,2024-04-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.185,False,Quality hold reduced finishing booth activity for one shift.
+33059,2024-04-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.882,True,Pressure line purge completed before restart authorization.
+33060,2024-04-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.257,False,Humidity excursion near finishing booth during coating run.
+33061,2024-04-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.105,False,Thermal overshoot event coincided with recipe change on furnace.
+33062,2024-04-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Humidity baseline improved after seal replacement.
+33063,2024-04-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.955,True,Sensor battery health remains nominal after firmware update.
+33064,2024-04-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.776,False,Machine throughput increase drove sustained pressure uplift.
+33065,2024-04-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.959,False,Vibration baseline recovered after tool holder replacement.
+33066,2024-04-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Dust extraction fan offline for 18 minutes on line finishing.
+33067,2024-04-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.512,True,Packaging line stop reduced adjacent vibration background.
+33068,2024-04-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33069,2024-04-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Sensor heartbeat delayed by one interval after gateway retry.
+33070,2024-04-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.302,False,Telemetry quality flag downgraded during sensor self-test window.
+33071,2024-04-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.207,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33072,2024-04-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.322,False,Temperature variance narrowed after coolant nozzle cleaning.
+33073,2024-04-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.296,False,Temporary gateway failover completed without data loss.
+33074,2024-04-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.433,False,Thermal overshoot event coincided with recipe change on furnace.
+33075,2024-04-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.068,True,Temperature variance narrowed after coolant nozzle cleaning.
+33076,2024-04-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.433,False,Temperature variance narrowed after coolant nozzle cleaning.
+33077,2024-04-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.062,False,Short-lived packet loss observed at edge gateway gw-02.
+33078,2024-04-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.493,False,Quality team requested trace review for lot 24-118B.
+33079,2024-04-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.174,True,Anomaly review flagged possible bearing wear progression.
+33080,2024-04-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.172,False,SCADA backfill inserted two delayed telemetry points.
+33081,2024-04-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.341,False,Vibration burst exceeds envelope during tool change cycle.
+33082,2024-04-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.575,False,Quality team requested trace review for lot 24-118B.
+33083,2024-04-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.499,True,Hydraulic line pressure oscillation detected under load.
+33084,2024-04-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33085,2024-04-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.279,False,Thermal ramp exceeded expected warmup curve before shift start.
+33086,2024-04-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.49,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33087,2024-04-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.097,True,Quality hold reduced finishing booth activity for one shift.
+33088,2024-04-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.932,False,Dust extraction fan offline for 18 minutes on line finishing.
+33089,2024-04-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.669,False,Reliability engineer tagged sample window for model retraining.
+33090,2024-04-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.11,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33091,2024-04-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.319,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+33092,2024-04-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.129,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33093,2024-04-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.422,False,Vibration harmonics broadened during extended production run.
+33094,2024-04-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.913,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33095,2024-04-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.586,True,Machine throughput increase drove sustained pressure uplift.
+33096,2024-04-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.629,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33097,2024-04-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.78,False,Sensor heartbeat delayed by one interval after gateway retry.
+33098,2024-04-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.693,False,Sensor heartbeat delayed by one interval after gateway retry.
+33099,2024-04-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.078,True,Transient outlier matched forklift impact near cabinet wall.
+33100,2024-04-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.372,False,Humidity readings track seasonal rise across late spring.
+33101,2024-04-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.815,False,Dust extraction fan offline for 18 minutes on line finishing.
+33102,2024-04-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.896,False,Dust extraction fan offline for 18 minutes on line finishing.
+33103,2024-04-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.135,True,Unbalanced load introduced cyclical pressure ripple.
+33104,2024-04-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.756,False,Temporary gateway failover completed without data loss.
+33105,2024-04-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Vibration harmonics broadened during extended production run.
+33106,2024-04-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.077,False,Thermal ramp exceeded expected warmup curve before shift start.
+33107,2024-04-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.36,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33108,2024-04-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.928,False,Supervisory alert generated after three consecutive threshold breaches.
+33109,2024-04-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.294,False,Press cycle dwell time lengthened during high-volume batch.
+33110,2024-04-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.862,False,Unbalanced load introduced cyclical pressure ripple.
+33111,2024-04-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.438,True,Quality hold reduced finishing booth activity for one shift.
+33112,2024-04-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.522,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33113,2024-04-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.076,False,Operator reported intermittent chatter on machine CNC-04.
+33114,2024-04-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.134,False,Press cycle dwell time lengthened during high-volume batch.
+33115,2024-04-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.233,True,Quality team requested trace review for lot 24-118B.
+33116,2024-04-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.693,False,Transient outlier matched forklift impact near cabinet wall.
+33117,2024-04-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Warning threshold updated for pilot predictive-maintenance model.
+33118,2024-04-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.456,False,Thermal overshoot event coincided with recipe change on furnace.
+33119,2024-04-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.313,True,Machine throughput increase drove sustained pressure uplift.
+33120,2024-04-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.8,False,Telemetry quality flag downgraded during sensor self-test window.
+33121,2024-04-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.119,False,Sensor battery health remains nominal after firmware update.
+33122,2024-04-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.864,False,Dust extraction fan offline for 18 minutes on line finishing.
+33123,2024-04-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.43,True,Operator reported intermittent chatter on machine CNC-04.
+33124,2024-04-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.202,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33125,2024-04-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Sensor battery health remains nominal after firmware update.
+33126,2024-04-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.794,False,SCADA backfill inserted two delayed telemetry points.
+33127,2024-04-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.848,True,Hydraulic line pressure oscillation detected under load.
+33128,2024-04-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.203,False,Machine throughput increase drove sustained pressure uplift.
+33129,2024-04-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Calibration check overdue by 11 days for press-line transducer.
+33130,2024-04-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.545,False,Humidity readings track seasonal rise across late spring.
+33131,2024-04-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.227,True,Machine throughput increase drove sustained pressure uplift.
+33132,2024-04-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.057,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33133,2024-04-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Condensation warning cleared after dehumidifier ramp-up.
+33134,2024-04-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.128,False,Air handler maintenance reduced humidity variance on finishing line.
+33135,2024-04-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.932,True,Sensor battery health remains nominal after firmware update.
+33136,2024-04-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.399,False,Warning threshold updated for pilot predictive-maintenance model.
+33137,2024-04-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Maintenance scheduler deferred calibration due to spare shortage.
+33138,2024-04-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.992,False,Reliability engineer tagged sample window for model retraining.
+33139,2024-04-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.536,True,Humidity climbed during dock-door open period in afternoon shift.
+33140,2024-04-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.398,False,Packaging line stop reduced adjacent vibration background.
+33141,2024-04-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.99,False,Temperature remained elevated during unscheduled overtime run.
+33142,2024-04-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.616,False,Humidity excursion near finishing booth during coating run.
+33143,2024-04-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.439,True,Vibration baseline recovered after tool holder replacement.
+33144,2024-04-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.958,False,Edge collector replayed buffered events after network recovery.
+33145,2024-04-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.924,False,Vibration baseline recovered after tool holder replacement.
+33146,2024-04-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.365,False,Humidity excursion near finishing booth during coating run.
+33147,2024-04-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.335,True,Telemetry quality flag downgraded during sensor self-test window.
+33148,2024-04-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.228,False,Maintenance scheduler deferred calibration due to spare shortage.
+33149,2024-04-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.662,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33150,2024-04-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Pressure line purge completed before restart authorization.
+33151,2024-04-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.859,True,Humidity readings track seasonal rise across late spring.
+33152,2024-04-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.368,False,Vibration burst exceeds envelope during tool change cycle.
+33153,2024-04-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Temperature remained elevated during unscheduled overtime run.
+33154,2024-04-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.997,False,Operator reported intermittent chatter on machine CNC-04.
+33155,2024-04-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.315,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33156,2024-04-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.116,False,Telemetry quality flag downgraded during sensor self-test window.
+33157,2024-04-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.736,False,Pressure peak corresponds to oversized billet batch processing.
+33158,2024-04-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.915,False,Quality team requested trace review for lot 24-118B.
+33159,2024-04-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.979,True,Shift handoff note referenced unusual noise near press enclosure.
+33160,2024-04-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.081,False,Supervisory alert generated after three consecutive threshold breaches.
+33161,2024-04-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Temporary gateway failover completed without data loss.
+33162,2024-04-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.22,False,Condensation warning cleared after dehumidifier ramp-up.
+33163,2024-04-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.068,True,Vibration harmonics broadened during extended production run.
+33164,2024-04-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.283,False,Machine idle period extended during planned sanitation window.
+33165,2024-04-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.115,False,Machine idle period extended during planned sanitation window.
+33166,2024-04-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.583,False,Bearing temperature rising faster than baseline on spindle cell.
+33167,2024-04-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.481,True,Pressure settled back to nominal after valve reseat.
+33168,2024-04-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.631,False,Night shift startup produced higher than normal vibration floor.
+33169,2024-04-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.974,False,Air handler maintenance reduced humidity variance on finishing line.
+33170,2024-04-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.258,False,Anomaly review flagged possible bearing wear progression.
+33171,2024-04-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.656,True,Humidity baseline improved after seal replacement.
+33172,2024-04-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.543,False,Sensor battery health remains nominal after firmware update.
+33173,2024-04-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Bearing temperature rising faster than baseline on spindle cell.
+33174,2024-04-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.859,False,Thermal overshoot event coincided with recipe change on furnace.
+33175,2024-04-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.579,True,Warning threshold updated for pilot predictive-maintenance model.
+33176,2024-04-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.334,False,Humidity readings track seasonal rise across late spring.
+33177,2024-04-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.86,False,Humidity excursion near finishing booth during coating run.
+33178,2024-04-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.729,False,Vibration baseline recovered after tool holder replacement.
+33179,2024-04-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.822,True,Maintenance note logged for coupling imbalance inspection.
+33180,2024-04-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.729,False,Unbalanced load introduced cyclical pressure ripple.
+33181,2024-04-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.259,False,Condensation warning cleared after dehumidifier ramp-up.
+33182,2024-04-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.449,False,Hydraulic line pressure oscillation detected under load.
+33183,2024-04-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.754,True,Condensation warning cleared after dehumidifier ramp-up.
+33184,2024-04-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.697,False,Sensor signal clipping observed during startup surge.
+33185,2024-04-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.334,False,Humidity excursion near finishing booth during coating run.
+33186,2024-04-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33187,2024-04-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.273,True,Pressure peak corresponds to oversized billet batch processing.
+33188,2024-04-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.603,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33189,2024-04-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.832,False,Short-lived packet loss observed at edge gateway gw-02.
+33190,2024-04-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.017,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33191,2024-04-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.022,True,Thermal ramp exceeded expected warmup curve before shift start.
+33192,2024-04-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.362,False,Humidity readings track seasonal rise across late spring.
+33193,2024-04-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Air handler maintenance reduced humidity variance on finishing line.
+33194,2024-04-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.656,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33195,2024-04-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.392,True,Short-lived packet loss observed at edge gateway gw-02.
+33196,2024-04-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.272,False,Short-lived packet loss observed at edge gateway gw-02.
+33197,2024-04-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.766,False,Humidity readings track seasonal rise across late spring.
+33198,2024-04-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.273,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33199,2024-04-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.619,True,Short-lived packet loss observed at edge gateway gw-02.
+33200,2024-04-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.077,False,Bearing temperature rising faster than baseline on spindle cell.
+33201,2024-04-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Press cycle dwell time lengthened during high-volume batch.
+33202,2024-04-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.398,False,Machine throughput increase drove sustained pressure uplift.
+33203,2024-04-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.735,True,Maintenance crew confirmed lubrication interval was missed.
+33204,2024-04-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.532,False,Maintenance note logged for coupling imbalance inspection.
+33205,2024-04-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.418,False,Coolant loop adjustment reduced chamber temperature spread.
+33206,2024-04-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.866,False,Coolant loop adjustment reduced chamber temperature spread.
+33207,2024-04-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.671,True,Night shift startup produced higher than normal vibration floor.
+33208,2024-04-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.523,False,Hydraulic line pressure oscillation detected under load.
+33209,2024-04-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.249,False,Sensor battery health remains nominal after firmware update.
+33210,2024-04-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.405,False,Temperature remained elevated during unscheduled overtime run.
+33211,2024-04-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.455,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33212,2024-04-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.225,False,Edge collector replayed buffered events after network recovery.
+33213,2024-04-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.299,False,Operator reported intermittent chatter on machine CNC-04.
+33214,2024-04-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.719,False,Machine idle period extended during planned sanitation window.
+33215,2024-04-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.212,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+33216,2024-04-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.302,False,Reliability engineer tagged sample window for model retraining.
+33217,2024-04-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.867,False,Machine idle period extended during planned sanitation window.
+33218,2024-04-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.701,False,Coolant loop adjustment reduced chamber temperature spread.
+33219,2024-04-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.115,True,Press cycle dwell time lengthened during high-volume batch.
+33220,2024-04-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.527,False,Calibration check overdue by 11 days for press-line transducer.
+33221,2024-04-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Sensor heartbeat delayed by one interval after gateway retry.
+33222,2024-04-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.475,False,Warning threshold updated for pilot predictive-maintenance model.
+33223,2024-04-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.51,True,Temperature variance narrowed after coolant nozzle cleaning.
+33224,2024-04-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.285,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33225,2024-04-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Sensor heartbeat delayed by one interval after gateway retry.
+33226,2024-04-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.752,False,Vibration baseline recovered after tool holder replacement.
+33227,2024-04-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.66,True,Bearing temperature rising faster than baseline on spindle cell.
+33228,2024-04-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.141,False,Operator reset acknowledged after red-tag inspection.
+33229,2024-04-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Sensor heartbeat delayed by one interval after gateway retry.
+33230,2024-04-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.802,False,Short-lived packet loss observed at edge gateway gw-02.
+33231,2024-04-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.136,True,Hydraulic line pressure oscillation detected under load.
+33232,2024-04-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.58,False,Press cycle dwell time lengthened during high-volume batch.
+33233,2024-04-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.994,False,Warning threshold updated for pilot predictive-maintenance model.
+33234,2024-04-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.304,False,Machine throughput increase drove sustained pressure uplift.
+33235,2024-04-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.451,True,Press cycle dwell time lengthened during high-volume batch.
+33236,2024-04-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.63,False,Humidity excursion near finishing booth during coating run.
+33237,2024-04-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.177,False,Humidity readings track seasonal rise across late spring.
+33238,2024-04-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.831,False,Humidity excursion near finishing booth during coating run.
+33239,2024-04-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.146,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33240,2024-04-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.673,False,Packaging line stop reduced adjacent vibration background.
+33241,2024-04-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.737,False,Humidity climbed during dock-door open period in afternoon shift.
+33242,2024-04-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33243,2024-04-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.845,True,Sensor 3 drift suspected after cross-check with manual gauge.
+33244,2024-04-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.167,False,Short-lived packet loss observed at edge gateway gw-02.
+33245,2024-04-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Telemetry quality flag downgraded during sensor self-test window.
+33246,2024-04-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.709,False,Sensor heartbeat delayed by one interval after gateway retry.
+33247,2024-04-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.782,True,Thermal overshoot event coincided with recipe change on furnace.
+33248,2024-04-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.255,False,Ambient temperature stabilized after HVAC stage-two engagement.
+33249,2024-04-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Sensor battery health remains nominal after firmware update.
+33250,2024-04-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.392,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33251,2024-04-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.901,True,Pressure peak corresponds to oversized billet batch processing.
+33252,2024-04-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.368,False,Bearing temperature rising faster than baseline on spindle cell.
+33253,2024-04-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,Sensor enclosure opened for manual calibration verification.
+33254,2024-04-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.248,False,Warning threshold updated for pilot predictive-maintenance model.
+33255,2024-04-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.262,True,Pressure peak corresponds to oversized billet batch processing.
+33256,2024-04-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.802,False,Maintenance note logged for coupling imbalance inspection.
+33257,2024-04-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Coolant loop adjustment reduced chamber temperature spread.
+33258,2024-04-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.31,False,Warning threshold updated for pilot predictive-maintenance model.
+33259,2024-04-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.335,True,Edge collector replayed buffered events after network recovery.
+33260,2024-04-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33261,2024-04-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33262,2024-04-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.426,False,Condensation warning cleared after dehumidifier ramp-up.
+33263,2024-04-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.259,True,Hydraulic line pressure oscillation detected under load.
+33264,2024-04-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.209,False,Dust extraction fan offline for 18 minutes on line finishing.
+33265,2024-04-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.018,False,Pressure line purge completed before restart authorization.
+33266,2024-04-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.873,False,Unbalanced load introduced cyclical pressure ripple.
+33267,2024-04-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.237,True,Shift handoff note referenced unusual noise near press enclosure.
+33268,2024-04-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.779,False,Pressure line purge completed before restart authorization.
+33269,2024-04-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.013,False,Condensation warning cleared after dehumidifier ramp-up.
+33270,2024-04-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.244,False,Humidity readings track seasonal rise across late spring.
+33271,2024-04-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.758,True,Maintenance note logged for coupling imbalance inspection.
+33272,2024-04-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.0,False,Condensation warning cleared after dehumidifier ramp-up.
+33273,2024-04-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Operator reported intermittent chatter on machine CNC-04.
+33274,2024-04-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.994,False,SCADA backfill inserted two delayed telemetry points.
+33275,2024-04-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.895,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33276,2024-04-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.711,False,Sensor heartbeat delayed by one interval after gateway retry.
+33277,2024-04-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Vibration baseline recovered after tool holder replacement.
+33278,2024-04-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.979,False,Operator reported intermittent chatter on machine CNC-04.
+33279,2024-04-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.796,True,Air handler maintenance reduced humidity variance on finishing line.
+33280,2024-04-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.763,False,Humidity excursion near finishing booth during coating run.
+33281,2024-04-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Hydraulic line pressure oscillation detected under load.
+33282,2024-04-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.95,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33283,2024-04-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.956,True,Temporary gateway failover completed without data loss.
+33284,2024-04-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.468,False,Edge collector replayed buffered events after network recovery.
+33285,2024-04-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33286,2024-04-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.012,False,Vibration harmonics broadened during extended production run.
+33287,2024-04-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.58,True,Operator reported intermittent chatter on machine CNC-04.
+33288,2024-04-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.687,False,Calibration check overdue by 11 days for press-line transducer.
+33289,2024-04-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Sensor signal clipping observed during startup surge.
+33290,2024-04-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.768,False,Sensor heartbeat delayed by one interval after gateway retry.
+33291,2024-04-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.3,True,Edge collector replayed buffered events after network recovery.
+33292,2024-04-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.843,False,Press cycle dwell time lengthened during high-volume batch.
+33293,2024-04-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Sensor enclosure opened for manual calibration verification.
+33294,2024-04-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.4,False,Supervisory alert generated after three consecutive threshold breaches.
+33295,2024-04-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.977,True,Sensor 3 drift suspected after cross-check with manual gauge.
+33296,2024-04-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.514,False,Condensation warning cleared after dehumidifier ramp-up.
+33297,2024-04-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Night shift startup produced higher than normal vibration floor.
+33298,2024-04-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.431,False,Humidity excursion near finishing booth during coating run.
+33299,2024-04-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.801,True,Temperature variance narrowed after coolant nozzle cleaning.
+33300,2024-04-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Machine throughput increase drove sustained pressure uplift.
+33301,2024-04-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.997,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33302,2024-04-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.956,False,Quality hold reduced finishing booth activity for one shift.
+33303,2024-04-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.19,True,Quality team requested trace review for lot 24-118B.
+33304,2024-04-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.682,False,Temporary gateway failover completed without data loss.
+33305,2024-04-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Machine idle period extended during planned sanitation window.
+33306,2024-04-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.608,False,SCADA backfill inserted two delayed telemetry points.
+33307,2024-04-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.579,True,Machine idle period extended during planned sanitation window.
+33308,2024-04-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.398,False,Vibration burst exceeds envelope during tool change cycle.
+33309,2024-04-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.379,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33310,2024-04-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.935,False,Press cycle dwell time lengthened during high-volume batch.
+33311,2024-04-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.9,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33312,2024-04-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.825,False,Maintenance note logged for coupling imbalance inspection.
+33313,2024-04-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
+33314,2024-04-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.949,False,Hydraulic line pressure oscillation detected under load.
+33315,2024-04-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.476,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33316,2024-04-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.969,False,Operator reset acknowledged after red-tag inspection.
+33317,2024-04-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.186,False,Pressure settled back to nominal after valve reseat.
+33318,2024-04-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.043,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33319,2024-04-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.521,True,Machine idle period extended during planned sanitation window.
+33320,2024-04-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.137,False,Supervisory alert generated after three consecutive threshold breaches.
+33321,2024-04-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.937,False,Vibration harmonics broadened during extended production run.
+33322,2024-04-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.012,False,Sensor heartbeat delayed by one interval after gateway retry.
+33323,2024-04-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.525,True,Vibration burst exceeds envelope during tool change cycle.
+33324,2024-04-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.433,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33325,2024-04-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.331,False,Calibration check overdue by 11 days for press-line transducer.
+33326,2024-04-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.112,False,Humidity climbed during dock-door open period in afternoon shift.
+33327,2024-04-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.465,True,Sensor signal clipping observed during startup surge.
+33328,2024-04-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.758,False,Packaging line stop reduced adjacent vibration background.
+33329,2024-04-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.858,False,Sensor battery health remains nominal after firmware update.
+33330,2024-04-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.392,False,Pressure peak corresponds to oversized billet batch processing.
+33331,2024-04-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.982,True,Operator reported intermittent chatter on machine CNC-04.
+33332,2024-04-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.417,False,Sensor enclosure opened for manual calibration verification.
+33333,2024-04-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.889,False,Air handler maintenance reduced humidity variance on finishing line.
+33334,2024-04-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.115,False,Vibration burst exceeds envelope during tool change cycle.
+33335,2024-04-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Maintenance scheduler deferred calibration due to spare shortage.
+33336,2024-04-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.11,False,Operator reset acknowledged after red-tag inspection.
+33337,2024-04-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.875,False,Vibration harmonics broadened during extended production run.
+33338,2024-04-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.435,False,Vibration baseline recovered after tool holder replacement.
+33339,2024-04-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.193,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+33340,2024-04-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.794,False,Short-lived packet loss observed at edge gateway gw-02.
+33341,2024-04-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33342,2024-04-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.143,False,Pressure settled back to nominal after valve reseat.
+33343,2024-04-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.168,True,Vibration baseline recovered after tool holder replacement.
+33344,2024-04-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.963,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33345,2024-04-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.324,False,Short-lived packet loss observed at edge gateway gw-02.
+33346,2024-04-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.883,False,Shift handoff note referenced unusual noise near press enclosure.
+33347,2024-04-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.0,True,Humidity excursion near finishing booth during coating run.
+33348,2024-04-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.232,False,Temperature remained elevated during unscheduled overtime run.
+33349,2024-04-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Packaging line stop reduced adjacent vibration background.
+33350,2024-04-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.504,False,Temperature remained elevated during unscheduled overtime run.
+33351,2024-04-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.479,True,Vibration baseline recovered after tool holder replacement.
+33352,2024-04-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.344,False,Dust extraction fan offline for 18 minutes on line finishing.
+33353,2024-04-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Temperature remained elevated during unscheduled overtime run.
+33354,2024-04-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.89,False,Maintenance scheduler deferred calibration due to spare shortage.
+33355,2024-04-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.232,True,Bearing temperature rising faster than baseline on spindle cell.
+33356,2024-04-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.934,False,Pressure peak corresponds to oversized billet batch processing.
+33357,2024-04-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.131,False,Vibration baseline recovered after tool holder replacement.
+33358,2024-04-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.037,False,Calibration check overdue by 11 days for press-line transducer.
+33359,2024-04-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Sensor enclosure opened for manual calibration verification.
+33360,2024-04-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.169,False,Calibration check overdue by 11 days for press-line transducer.
+33361,2024-04-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.983,False,Pressure settled back to nominal after valve reseat.
+33362,2024-04-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.743,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33363,2024-04-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.045,True,Coolant loop adjustment reduced chamber temperature spread.
+33364,2024-04-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.546,False,Machine idle period extended during planned sanitation window.
+33365,2024-04-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.785,False,Humidity climbed during dock-door open period in afternoon shift.
+33366,2024-04-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.36,False,Vibration baseline recovered after tool holder replacement.
+33367,2024-04-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.542,True,SCADA backfill inserted two delayed telemetry points.
+33368,2024-04-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.454,False,Sensor signal clipping observed during startup surge.
+33369,2024-04-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.949,False,Quality hold reduced finishing booth activity for one shift.
+33370,2024-04-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.219,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33371,2024-04-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.528,True,SCADA backfill inserted two delayed telemetry points.
+33372,2024-04-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.236,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33373,2024-04-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.002,False,Press cycle dwell time lengthened during high-volume batch.
+33374,2024-04-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.6,False,Pressure peak corresponds to oversized billet batch processing.
+33375,2024-04-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.437,True,Sensor enclosure opened for manual calibration verification.
+33376,2024-04-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.298,False,Night shift startup produced higher than normal vibration floor.
+33377,2024-04-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.185,False,Edge collector replayed buffered events after network recovery.
+33378,2024-04-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.977,False,Shift handoff note referenced unusual noise near press enclosure.
+33379,2024-04-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.243,True,Dust extraction fan offline for 18 minutes on line finishing.
+33380,2024-04-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.199,False,Edge collector replayed buffered events after network recovery.
+33381,2024-04-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33382,2024-04-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.893,False,Short-lived packet loss observed at edge gateway gw-02.
+33383,2024-04-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.281,True,Telemetry quality flag downgraded during sensor self-test window.
+33384,2024-04-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.925,False,Sensor battery health remains nominal after firmware update.
+33385,2024-04-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.944,False,Coolant loop adjustment reduced chamber temperature spread.
+33386,2024-04-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.779,False,Operator reported intermittent chatter on machine CNC-04.
+33387,2024-04-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.515,True,Temporary gateway failover completed without data loss.
+33388,2024-04-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.737,False,Vibration harmonics broadened during extended production run.
+33389,2024-04-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Ambient temperature stabilized after HVAC stage-two engagement.
+33390,2024-04-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.686,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33391,2024-04-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.464,True,Sensor signal clipping observed during startup surge.
+33392,2024-04-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.483,False,Maintenance note logged for coupling imbalance inspection.
+33393,2024-04-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Bearing temperature rising faster than baseline on spindle cell.
+33394,2024-04-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.702,False,Temperature variance narrowed after coolant nozzle cleaning.
+33395,2024-04-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.045,True,Humidity baseline improved after seal replacement.
+33396,2024-04-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.536,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33397,2024-04-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Vibration harmonics broadened during extended production run.
+33398,2024-04-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.405,False,Quality team requested trace review for lot 24-118B.
+33399,2024-04-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.173,True,Humidity readings track seasonal rise across late spring.
+33400,2024-04-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.246,False,Calibration check overdue by 11 days for press-line transducer.
+33401,2024-04-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.983,False,Humidity readings track seasonal rise across late spring.
+33402,2024-04-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.857,False,Pressure peak corresponds to oversized billet batch processing.
+33403,2024-04-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.451,True,Sensor enclosure opened for manual calibration verification.
+33404,2024-04-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.754,False,Vibration baseline recovered after tool holder replacement.
+33405,2024-04-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.945,False,Machine throughput increase drove sustained pressure uplift.
+33406,2024-04-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.856,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33407,2024-04-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.365,True,Press cycle dwell time lengthened during high-volume batch.
+33408,2024-04-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.286,False,Supervisory alert generated after three consecutive threshold breaches.
+33409,2024-04-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33410,2024-04-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.767,False,Bearing temperature rising faster than baseline on spindle cell.
+33411,2024-04-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.415,True,Temporary gateway failover completed without data loss.
+33412,2024-04-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.709,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33413,2024-04-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.498,False,Telemetry quality flag downgraded during sensor self-test window.
+33414,2024-04-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.335,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33415,2024-04-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.805,True,Vibration baseline recovered after tool holder replacement.
+33416,2024-04-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.04,False,Anomaly review flagged possible bearing wear progression.
+33417,2024-04-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.117,False,Unbalanced load introduced cyclical pressure ripple.
+33418,2024-04-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.333,False,Maintenance note logged for coupling imbalance inspection.
+33419,2024-04-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.559,True,Reliability engineer tagged sample window for model retraining.
+33420,2024-04-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.987,False,Dust extraction fan offline for 18 minutes on line finishing.
+33421,2024-04-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.612,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33422,2024-04-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.672,False,Temporary gateway failover completed without data loss.
+33423,2024-04-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.253,True,Anomaly review flagged possible bearing wear progression.
+33424,2024-04-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.257,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33425,2024-04-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.515,False,Shift handoff note referenced unusual noise near press enclosure.
+33426,2024-04-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.698,False,Press cycle dwell time lengthened during high-volume batch.
+33427,2024-04-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.579,True,Pressure line purge completed before restart authorization.
+33428,2024-04-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.277,False,Supervisory alert generated after three consecutive threshold breaches.
+33429,2024-04-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.89,False,Bearing temperature rising faster than baseline on spindle cell.
+33430,2024-04-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.5,False,Humidity readings track seasonal rise across late spring.
+33431,2024-04-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.09,True,Pressure line purge completed before restart authorization.
+33432,2024-04-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.121,False,Transient outlier matched forklift impact near cabinet wall.
+33433,2024-04-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.696,False,Hydraulic line pressure oscillation detected under load.
+33434,2024-04-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.629,False,Bearing temperature rising faster than baseline on spindle cell.
+33435,2024-04-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.253,True,Sensor heartbeat delayed by one interval after gateway retry.
+33436,2024-04-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.786,False,Vibration burst exceeds envelope during tool change cycle.
+33437,2024-04-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.552,False,Bearing temperature rising faster than baseline on spindle cell.
+33438,2024-04-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.763,False,Vibration baseline recovered after tool holder replacement.
+33439,2024-04-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.495,True,Machine throughput increase drove sustained pressure uplift.
+33440,2024-04-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.091,False,Sensor heartbeat delayed by one interval after gateway retry.
+33441,2024-04-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.733,False,Vibration baseline recovered after tool holder replacement.
+33442,2024-04-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.687,False,Reliability engineer tagged sample window for model retraining.
+33443,2024-04-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.869,True,Machine idle period extended during planned sanitation window.
+33444,2024-04-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.726,False,Transient outlier matched forklift impact near cabinet wall.
+33445,2024-04-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.75,False,Maintenance crew confirmed lubrication interval was missed.
+33446,2024-04-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.335,False,Hydraulic line pressure oscillation detected under load.
+33447,2024-04-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.466,True,Pressure peak corresponds to oversized billet batch processing.
+33448,2024-04-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.502,False,Sensor signal clipping observed during startup surge.
+33449,2024-04-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Dust extraction fan offline for 18 minutes on line finishing.
+33450,2024-04-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.733,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33451,2024-04-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.636,True,Quality hold reduced finishing booth activity for one shift.
+33452,2024-04-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.891,False,Hydraulic line pressure oscillation detected under load.
+33453,2024-04-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Sensor battery health remains nominal after firmware update.
+33454,2024-04-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.52,False,Maintenance scheduler deferred calibration due to spare shortage.
+33455,2024-04-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.56,True,Maintenance scheduler deferred calibration due to spare shortage.
+33456,2024-04-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.3,False,Calibration check overdue by 11 days for press-line transducer.
+33457,2024-04-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.643,False,Bearing temperature rising faster than baseline on spindle cell.
+33458,2024-04-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.281,False,Unbalanced load introduced cyclical pressure ripple.
+33459,2024-04-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.213,True,Thermal ramp exceeded expected warmup curve before shift start.
+33460,2024-04-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.858,False,Pressure line purge completed before restart authorization.
+33461,2024-04-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.531,False,Operator reported intermittent chatter on machine CNC-04.
+33462,2024-04-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33463,2024-04-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.517,True,Quality hold reduced finishing booth activity for one shift.
+33464,2024-04-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.456,False,Transient outlier matched forklift impact near cabinet wall.
+33465,2024-04-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Calibration check overdue by 11 days for press-line transducer.
+33466,2024-04-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.236,False,Reliability engineer tagged sample window for model retraining.
+33467,2024-04-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.421,True,Operator reported intermittent chatter on machine CNC-04.
+33468,2024-04-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Pressure peak corresponds to oversized billet batch processing.
+33469,2024-04-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.561,False,Thermal overshoot event coincided with recipe change on furnace.
+33470,2024-04-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.367,False,Humidity excursion near finishing booth during coating run.
+33471,2024-04-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.359,True,Humidity excursion near finishing booth during coating run.
+33472,2024-04-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.976,False,Machine throughput increase drove sustained pressure uplift.
+33473,2024-04-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Sensor battery health remains nominal after firmware update.
+33474,2024-04-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.871,False,Bearing temperature rising faster than baseline on spindle cell.
+33475,2024-04-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.636,True,Calibration check overdue by 11 days for press-line transducer.
+33476,2024-04-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.676,False,Calibration check overdue by 11 days for press-line transducer.
+33477,2024-04-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Bearing temperature rising faster than baseline on spindle cell.
+33478,2024-04-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33479,2024-04-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.311,True,Shift handoff note referenced unusual noise near press enclosure.
+33480,2024-04-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.621,False,Edge collector replayed buffered events after network recovery.
+33481,2024-04-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Quality team requested trace review for lot 24-118B.
+33482,2024-04-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.881,False,Bearing temperature rising faster than baseline on spindle cell.
+33483,2024-04-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.769,True,Sensor signal clipping observed during startup surge.
+33484,2024-04-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.327,False,Calibration check overdue by 11 days for press-line transducer.
+33485,2024-04-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.178,False,Transient outlier matched forklift impact near cabinet wall.
+33486,2024-04-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33487,2024-04-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.774,True,Vibration harmonics broadened during extended production run.
+33488,2024-04-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Short-lived packet loss observed at edge gateway gw-02.
+33489,2024-04-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Supervisory alert generated after three consecutive threshold breaches.
+33490,2024-04-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.773,False,Press cycle dwell time lengthened during high-volume batch.
+33491,2024-04-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.321,True,Maintenance crew confirmed lubrication interval was missed.
+33492,2024-04-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.126,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33493,2024-04-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.797,False,Humidity climbed during dock-door open period in afternoon shift.
+33494,2024-04-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.141,False,Pressure settled back to nominal after valve reseat.
+33495,2024-04-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.774,True,Vibration baseline recovered after tool holder replacement.
+33496,2024-04-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.033,False,Pressure line purge completed before restart authorization.
+33497,2024-04-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.931,False,Vibration harmonics broadened during extended production run.
+33498,2024-04-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.81,False,Packaging line stop reduced adjacent vibration background.
+33499,2024-04-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.701,True,Sensor heartbeat delayed by one interval after gateway retry.
+33500,2024-04-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.594,False,Quality team requested trace review for lot 24-118B.
+33501,2024-04-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.834,False,Vibration harmonics broadened during extended production run.
+33502,2024-04-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.624,False,Vibration baseline recovered after tool holder replacement.
+33503,2024-04-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.569,True,Sensor enclosure opened for manual calibration verification.
+33504,2024-04-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.514,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33505,2024-04-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.907,False,Ambient temperature stabilized after HVAC stage-two engagement.
+33506,2024-04-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.594,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33507,2024-04-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.481,True,Maintenance scheduler deferred calibration due to spare shortage.
+33508,2024-04-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.836,False,Temperature remained elevated during unscheduled overtime run.
+33509,2024-04-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.92,False,Calibration check overdue by 11 days for press-line transducer.
+33510,2024-04-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.621,False,Thermal ramp exceeded expected warmup curve before shift start.
+33511,2024-04-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.891,True,Thermal ramp exceeded expected warmup curve before shift start.
+33512,2024-04-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.963,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33513,2024-04-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.195,False,Dust extraction fan offline for 18 minutes on line finishing.
+33514,2024-04-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.292,False,Reliability engineer tagged sample window for model retraining.
+33515,2024-04-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.491,True,Pressure peak corresponds to oversized billet batch processing.
+33516,2024-04-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.798,False,Anomaly review flagged possible bearing wear progression.
+33517,2024-04-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Operator reset acknowledged after red-tag inspection.
+33518,2024-04-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.602,False,Unbalanced load introduced cyclical pressure ripple.
+33519,2024-04-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.383,True,Press cycle dwell time lengthened during high-volume batch.
+33520,2024-04-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.256,False,Humidity excursion near finishing booth during coating run.
+33521,2024-04-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Humidity readings track seasonal rise across late spring.
+33522,2024-04-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.156,False,Vibration harmonics broadened during extended production run.
+33523,2024-04-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.92,True,Machine idle period extended during planned sanitation window.
+33524,2024-04-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.787,False,Warning threshold updated for pilot predictive-maintenance model.
+33525,2024-04-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Vibration harmonics broadened during extended production run.
+33526,2024-04-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.993,False,Maintenance crew confirmed lubrication interval was missed.
+33527,2024-04-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.637,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33528,2024-04-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.349,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33529,2024-04-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.852,False,Thermal ramp exceeded expected warmup curve before shift start.
+33530,2024-04-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.066,False,SCADA backfill inserted two delayed telemetry points.
+33531,2024-04-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.743,True,Press cycle dwell time lengthened during high-volume batch.
+33532,2024-04-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.384,False,Calibration check overdue by 11 days for press-line transducer.
+33533,2024-04-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,SCADA backfill inserted two delayed telemetry points.
+33534,2024-04-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.439,False,Calibration check overdue by 11 days for press-line transducer.
+33535,2024-04-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.157,True,Thermal ramp exceeded expected warmup curve before shift start.
+33536,2024-04-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.281,False,Temperature variance narrowed after coolant nozzle cleaning.
+33537,2024-04-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33538,2024-04-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.758,False,Quality hold reduced finishing booth activity for one shift.
+33539,2024-04-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.431,True,Quality hold reduced finishing booth activity for one shift.
+33540,2024-04-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.111,False,Quality team requested trace review for lot 24-118B.
+33541,2024-04-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.336,False,Temporary gateway failover completed without data loss.
+33542,2024-04-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.842,False,Edge collector replayed buffered events after network recovery.
+33543,2024-04-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.023,True,Ambient temperature stabilized after HVAC stage-two engagement.
+33544,2024-04-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.062,False,Coolant loop adjustment reduced chamber temperature spread.
+33545,2024-04-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.03,False,Short-lived packet loss observed at edge gateway gw-02.
+33546,2024-04-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.659,False,Temperature variance narrowed after coolant nozzle cleaning.
+33547,2024-04-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.021,True,Temporary gateway failover completed without data loss.
+33548,2024-04-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
+33549,2024-04-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Humidity climbed during dock-door open period in afternoon shift.
+33550,2024-04-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.796,False,SCADA backfill inserted two delayed telemetry points.
+33551,2024-04-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.028,True,Temperature variance narrowed after coolant nozzle cleaning.
+33552,2024-04-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.852,False,Humidity excursion near finishing booth during coating run.
+33553,2024-04-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33554,2024-04-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.44,False,SCADA backfill inserted two delayed telemetry points.
+33555,2024-04-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.711,True,Condensation warning cleared after dehumidifier ramp-up.
+33556,2024-04-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.791,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33557,2024-04-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Short-lived packet loss observed at edge gateway gw-02.
+33558,2024-04-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.283,False,Warning threshold updated for pilot predictive-maintenance model.
+33559,2024-04-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.554,True,Humidity readings track seasonal rise across late spring.
+33560,2024-04-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.352,False,Maintenance scheduler deferred calibration due to spare shortage.
+33561,2024-04-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Vibration burst exceeds envelope during tool change cycle.
+33562,2024-04-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.858,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33563,2024-04-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Humidity climbed during dock-door open period in afternoon shift.
+33564,2024-04-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.466,False,Quality hold reduced finishing booth activity for one shift.
+33565,2024-04-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.373,False,Maintenance crew confirmed lubrication interval was missed.
+33566,2024-04-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.475,False,Press cycle dwell time lengthened during high-volume batch.
+33567,2024-04-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.181,True,Quality team requested trace review for lot 24-118B.
+33568,2024-04-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.549,False,SCADA backfill inserted two delayed telemetry points.
+33569,2024-04-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Anomaly review flagged possible bearing wear progression.
+33570,2024-04-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.531,False,Unbalanced load introduced cyclical pressure ripple.
+33571,2024-04-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.302,True,Sensor heartbeat delayed by one interval after gateway retry.
+33572,2024-04-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.854,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33573,2024-04-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.19,False,Temporary gateway failover completed without data loss.
+33574,2024-04-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.565,False,Dust extraction fan offline for 18 minutes on line finishing.
+33575,2024-04-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.105,True,Condensation warning cleared after dehumidifier ramp-up.
+33576,2024-04-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.6,False,Operator reset acknowledged after red-tag inspection.
+33577,2024-04-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.518,False,Night shift startup produced higher than normal vibration floor.
+33578,2024-04-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.864,False,Telemetry quality flag downgraded during sensor self-test window.
+33579,2024-04-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.314,True,Humidity baseline improved after seal replacement.
+33580,2024-04-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.548,False,Bearing temperature rising faster than baseline on spindle cell.
+33581,2024-04-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.081,False,Pressure peak corresponds to oversized billet batch processing.
+33582,2024-04-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.043,False,Quality team requested trace review for lot 24-118B.
+33583,2024-04-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.315,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33584,2024-04-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.778,False,Bearing temperature rising faster than baseline on spindle cell.
+33585,2024-04-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.43,False,Packaging line stop reduced adjacent vibration background.
+33586,2024-04-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33587,2024-04-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.183,True,Quality team requested trace review for lot 24-118B.
+33588,2024-04-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.228,False,Vibration burst exceeds envelope during tool change cycle.
+33589,2024-04-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Press cycle dwell time lengthened during high-volume batch.
+33590,2024-04-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.997,False,Pressure line purge completed before restart authorization.
+33591,2024-04-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.72,True,Thermal overshoot event coincided with recipe change on furnace.
+33592,2024-04-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.251,False,Short-lived packet loss observed at edge gateway gw-02.
+33593,2024-04-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Air handler maintenance reduced humidity variance on finishing line.
+33594,2024-04-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.9,False,Machine throughput increase drove sustained pressure uplift.
+33595,2024-04-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.389,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33596,2024-04-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.716,False,Quality hold reduced finishing booth activity for one shift.
+33597,2024-04-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.987,False,Supervisory alert generated after three consecutive threshold breaches.
+33598,2024-04-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.579,False,Unbalanced load introduced cyclical pressure ripple.
+33599,2024-04-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.58,True,Temperature variance narrowed after coolant nozzle cleaning.
+33600,2024-04-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.384,False,Humidity readings track seasonal rise across late spring.
+33601,2024-04-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.014,False,Machine throughput increase drove sustained pressure uplift.
+33602,2024-04-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.588,False,Maintenance note logged for coupling imbalance inspection.
+33603,2024-04-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.622,True,Supervisory alert generated after three consecutive threshold breaches.
+33604,2024-04-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.767,False,Coolant loop adjustment reduced chamber temperature spread.
+33605,2024-04-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.646,False,Anomaly review flagged possible bearing wear progression.
+33606,2024-04-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.688,False,Machine throughput increase drove sustained pressure uplift.
+33607,2024-04-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.489,True,Humidity readings track seasonal rise across late spring.
+33608,2024-04-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.256,False,Quality team requested trace review for lot 24-118B.
+33609,2024-04-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.201,False,Sensor battery health remains nominal after firmware update.
+33610,2024-04-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.905,False,Operator reset acknowledged after red-tag inspection.
+33611,2024-04-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.182,True,Sensor 3 drift suspected after cross-check with manual gauge.
+33612,2024-04-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.644,False,Edge collector replayed buffered events after network recovery.
+33613,2024-04-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Air handler maintenance reduced humidity variance on finishing line.
+33614,2024-04-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,52.367,False,Pressure line purge completed before restart authorization.
+33615,2024-04-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.057,True,Humidity excursion near finishing booth during coating run.
+33616,2024-04-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.764,False,Sensor heartbeat delayed by one interval after gateway retry.
+33617,2024-04-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Machine throughput increase drove sustained pressure uplift.
+33618,2024-04-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.244,False,SCADA backfill inserted two delayed telemetry points.
+33619,2024-04-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.861,True,Pressure line purge completed before restart authorization.
+33620,2024-04-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Transient outlier matched forklift impact near cabinet wall.
+33621,2024-04-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Telemetry quality flag downgraded during sensor self-test window.
+33622,2024-04-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.647,False,Dust extraction fan offline for 18 minutes on line finishing.
+33623,2024-04-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.605,True,Humidity excursion near finishing booth during coating run.
+33624,2024-04-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.783,False,Temperature remained elevated during unscheduled overtime run.
+33625,2024-04-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Pressure settled back to nominal after valve reseat.
+33626,2024-04-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.726,False,Night shift startup produced higher than normal vibration floor.
+33627,2024-04-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.968,True,Humidity readings track seasonal rise across late spring.
+33628,2024-04-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.029,False,Vibration harmonics broadened during extended production run.
+33629,2024-04-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.665,False,Short-lived packet loss observed at edge gateway gw-02.
+33630,2024-04-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.272,False,Sensor heartbeat delayed by one interval after gateway retry.
+33631,2024-04-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.952,True,Vibration baseline recovered after tool holder replacement.
+33632,2024-04-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.351,False,Calibration check overdue by 11 days for press-line transducer.
+33633,2024-04-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Condensation warning cleared after dehumidifier ramp-up.
+33634,2024-04-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.659,False,Maintenance crew confirmed lubrication interval was missed.
+33635,2024-04-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.448,True,Pressure settled back to nominal after valve reseat.
+33636,2024-04-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.082,False,Operator reset acknowledged after red-tag inspection.
+33637,2024-04-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.47,False,Vibration baseline recovered after tool holder replacement.
+33638,2024-04-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.604,False,Anomaly review flagged possible bearing wear progression.
+33639,2024-04-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.663,True,Reliability engineer tagged sample window for model retraining.
+33640,2024-04-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.39,False,Quality hold reduced finishing booth activity for one shift.
+33641,2024-04-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Unbalanced load introduced cyclical pressure ripple.
+33642,2024-04-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.797,False,Thermal ramp exceeded expected warmup curve before shift start.
+33643,2024-04-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.546,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33644,2024-04-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.926,False,Sensor signal clipping observed during startup surge.
+33645,2024-04-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.804,False,Sensor heartbeat delayed by one interval after gateway retry.
+33646,2024-04-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.605,False,Vibration harmonics broadened during extended production run.
+33647,2024-04-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.292,True,Pressure settled back to nominal after valve reseat.
+33648,2024-04-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.251,False,Machine idle period extended during planned sanitation window.
+33649,2024-04-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Humidity readings track seasonal rise across late spring.
+33650,2024-04-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.062,False,Pressure peak corresponds to oversized billet batch processing.
+33651,2024-04-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.171,True,Machine throughput increase drove sustained pressure uplift.
+33652,2024-04-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.416,False,Sensor signal clipping observed during startup surge.
+33653,2024-04-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.768,False,Air handler maintenance reduced humidity variance on finishing line.
+33654,2024-04-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.677,False,Temperature variance narrowed after coolant nozzle cleaning.
+33655,2024-04-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.695,True,Maintenance crew confirmed lubrication interval was missed.
+33656,2024-04-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.48,False,Warning threshold updated for pilot predictive-maintenance model.
+33657,2024-04-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Pressure settled back to nominal after valve reseat.
+33658,2024-04-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.945,False,Humidity excursion near finishing booth during coating run.
+33659,2024-04-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.986,True,Maintenance note logged for coupling imbalance inspection.
+33660,2024-04-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.771,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33661,2024-04-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.981,False,Temporary gateway failover completed without data loss.
+33662,2024-04-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.711,False,Transient outlier matched forklift impact near cabinet wall.
+33663,2024-04-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.773,True,Warning threshold updated for pilot predictive-maintenance model.
+33664,2024-04-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.927,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33665,2024-04-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.949,False,Quality team requested trace review for lot 24-118B.
+33666,2024-04-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.909,False,Warning threshold updated for pilot predictive-maintenance model.
+33667,2024-04-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.552,True,Maintenance scheduler deferred calibration due to spare shortage.
+33668,2024-04-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.829,False,Hydraulic line pressure oscillation detected under load.
+33669,2024-04-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.543,False,Operator reported intermittent chatter on machine CNC-04.
+33670,2024-04-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.409,False,Telemetry quality flag downgraded during sensor self-test window.
+33671,2024-04-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.917,True,Humidity baseline improved after seal replacement.
+33672,2024-04-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.232,False,Packaging line stop reduced adjacent vibration background.
+33673,2024-04-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Vibration harmonics broadened during extended production run.
+33674,2024-04-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.093,False,Short-lived packet loss observed at edge gateway gw-02.
+33675,2024-04-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.041,True,Sensor 3 drift suspected after cross-check with manual gauge.
+33676,2024-04-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.428,False,Quality hold reduced finishing booth activity for one shift.
+33677,2024-04-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.969,False,Supervisory alert generated after three consecutive threshold breaches.
+33678,2024-04-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.959,False,Sensor heartbeat delayed by one interval after gateway retry.
+33679,2024-04-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.876,True,Temperature remained elevated during unscheduled overtime run.
+33680,2024-04-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.702,False,Humidity readings track seasonal rise across late spring.
+33681,2024-04-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.498,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33682,2024-04-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.419,False,Telemetry quality flag downgraded during sensor self-test window.
+33683,2024-04-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.515,True,Calibration check overdue by 11 days for press-line transducer.
+33684,2024-04-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.145,False,Shift handoff note referenced unusual noise near press enclosure.
+33685,2024-04-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Temperature remained elevated during unscheduled overtime run.
+33686,2024-04-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.492,False,Humidity excursion near finishing booth during coating run.
+33687,2024-04-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,11.15,True,Transient outlier matched forklift impact near cabinet wall.
+33688,2024-04-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.101,False,Supervisory alert generated after three consecutive threshold breaches.
+33689,2024-04-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Vibration baseline recovered after tool holder replacement.
+33690,2024-04-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.584,False,Thermal ramp exceeded expected warmup curve before shift start.
+33691,2024-04-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.218,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33692,2024-04-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.677,False,Reliability engineer tagged sample window for model retraining.
+33693,2024-04-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Maintenance crew confirmed lubrication interval was missed.
+33694,2024-04-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.933,False,Unbalanced load introduced cyclical pressure ripple.
+33695,2024-04-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.8,True,Maintenance note logged for coupling imbalance inspection.
+33696,2024-04-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.939,False,Maintenance crew confirmed lubrication interval was missed.
+33697,2024-04-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.727,False,Pressure settled back to nominal after valve reseat.
+33698,2024-04-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.64,False,Sensor heartbeat delayed by one interval after gateway retry.
+33699,2024-04-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.901,True,Temporary gateway failover completed without data loss.
+33700,2024-04-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.97,False,Quality hold reduced finishing booth activity for one shift.
+33701,2024-04-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,SCADA backfill inserted two delayed telemetry points.
+33702,2024-04-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33703,2024-04-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.12,True,Humidity excursion near finishing booth during coating run.
+33704,2024-04-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.973,False,Quality hold reduced finishing booth activity for one shift.
+33705,2024-04-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33706,2024-04-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.86,False,Vibration burst exceeds envelope during tool change cycle.
+33707,2024-04-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.107,True,Thermal overshoot event coincided with recipe change on furnace.
+33708,2024-04-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.742,False,Coolant loop adjustment reduced chamber temperature spread.
+33709,2024-04-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Bearing temperature rising faster than baseline on spindle cell.
+33710,2024-04-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.055,False,Edge collector replayed buffered events after network recovery.
+33711,2024-04-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.349,True,Ambient temperature stabilized after HVAC stage-two engagement.
+33712,2024-04-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.416,False,Operator reported intermittent chatter on machine CNC-04.
+33713,2024-04-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33714,2024-04-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.593,False,Edge collector replayed buffered events after network recovery.
+33715,2024-04-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.81,True,Short-lived packet loss observed at edge gateway gw-02.
+33716,2024-04-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.562,False,Humidity baseline improved after seal replacement.
+33717,2024-04-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.208,False,Temporary gateway failover completed without data loss.
+33718,2024-04-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.867,False,Condensation warning cleared after dehumidifier ramp-up.
+33719,2024-04-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.537,True,Humidity baseline improved after seal replacement.
+33720,2024-04-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.343,False,Sensor enclosure opened for manual calibration verification.
+33721,2024-04-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Sensor enclosure opened for manual calibration verification.
+33722,2024-04-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.804,False,Maintenance note logged for coupling imbalance inspection.
+33723,2024-04-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.51,True,Sensor signal clipping observed during startup surge.
+33724,2024-04-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.746,False,Edge collector replayed buffered events after network recovery.
+33725,2024-04-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Quality hold reduced finishing booth activity for one shift.
+33726,2024-04-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.946,False,Unbalanced load introduced cyclical pressure ripple.
+33727,2024-04-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.544,True,Packaging line stop reduced adjacent vibration background.
+33728,2024-04-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.266,False,Bearing temperature rising faster than baseline on spindle cell.
+33729,2024-04-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.265,False,Pressure line purge completed before restart authorization.
+33730,2024-04-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.23,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33731,2024-04-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.537,True,Sensor heartbeat delayed by one interval after gateway retry.
+33732,2024-04-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.225,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33733,2024-04-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.669,False,Maintenance note logged for coupling imbalance inspection.
+33734,2024-04-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.836,False,Sensor enclosure opened for manual calibration verification.
+33735,2024-04-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.703,True,Sensor signal clipping observed during startup surge.
+33736,2024-04-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.941,False,Warning threshold updated for pilot predictive-maintenance model.
+33737,2024-04-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.201,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33738,2024-04-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.904,False,Maintenance crew confirmed lubrication interval was missed.
+33739,2024-04-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.727,True,Thermal ramp exceeded expected warmup curve before shift start.
+33740,2024-04-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.801,False,Supervisory alert generated after three consecutive threshold breaches.
+33741,2024-04-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33742,2024-04-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.328,False,Pressure settled back to nominal after valve reseat.
+33743,2024-04-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.407,True,Pressure peak corresponds to oversized billet batch processing.
+33744,2024-04-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.694,False,Calibration check overdue by 11 days for press-line transducer.
+33745,2024-04-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.471,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33746,2024-04-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.894,False,Telemetry quality flag downgraded during sensor self-test window.
+33747,2024-04-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.003,True,Calibration check overdue by 11 days for press-line transducer.
+33748,2024-04-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.554,False,Night shift startup produced higher than normal vibration floor.
+33749,2024-04-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Shift handoff note referenced unusual noise near press enclosure.
+33750,2024-04-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.05,False,Maintenance crew confirmed lubrication interval was missed.
+33751,2024-04-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.396,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33752,2024-04-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.197,False,Condensation warning cleared after dehumidifier ramp-up.
+33753,2024-04-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.333,False,Vibration burst exceeds envelope during tool change cycle.
+33754,2024-04-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.165,False,Humidity excursion near finishing booth during coating run.
+33755,2024-04-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.106,True,Hydraulic line pressure oscillation detected under load.
+33756,2024-04-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.985,False,Maintenance note logged for coupling imbalance inspection.
+33757,2024-04-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Condensation warning cleared after dehumidifier ramp-up.
+33758,2024-04-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.946,False,Machine throughput increase drove sustained pressure uplift.
+33759,2024-04-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.714,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+33760,2024-04-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.492,False,Humidity climbed during dock-door open period in afternoon shift.
+33761,2024-04-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.314,False,Maintenance scheduler deferred calibration due to spare shortage.
+33762,2024-04-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.104,False,Edge collector replayed buffered events after network recovery.
+33763,2024-04-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.789,True,Warning threshold updated for pilot predictive-maintenance model.
+33764,2024-04-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.66,False,Transient outlier matched forklift impact near cabinet wall.
+33765,2024-04-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,Calibration check overdue by 11 days for press-line transducer.
+33766,2024-04-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.781,False,Reliability engineer tagged sample window for model retraining.
+33767,2024-04-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.717,True,Maintenance note logged for coupling imbalance inspection.
+33768,2024-04-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.992,False,Vibration harmonics broadened during extended production run.
+33769,2024-04-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.209,False,Reliability engineer tagged sample window for model retraining.
+33770,2024-04-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.827,False,Sensor heartbeat delayed by one interval after gateway retry.
+33771,2024-04-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.122,True,Sensor signal clipping observed during startup surge.
+33772,2024-04-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.841,False,Pressure peak corresponds to oversized billet batch processing.
+33773,2024-04-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.876,False,Shift handoff note referenced unusual noise near press enclosure.
+33774,2024-04-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.056,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33775,2024-04-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.082,True,Transient outlier matched forklift impact near cabinet wall.
+33776,2024-04-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.763,False,Transient outlier matched forklift impact near cabinet wall.
+33777,2024-04-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33778,2024-04-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.347,False,Reliability engineer tagged sample window for model retraining.
+33779,2024-04-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.793,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33780,2024-04-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.375,False,Quality team requested trace review for lot 24-118B.
+33781,2024-04-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Operator reported intermittent chatter on machine CNC-04.
+33782,2024-04-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.013,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33783,2024-04-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.708,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33784,2024-04-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.945,False,Maintenance scheduler deferred calibration due to spare shortage.
+33785,2024-04-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Hydraulic line pressure oscillation detected under load.
+33786,2024-04-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.584,False,Calibration check overdue by 11 days for press-line transducer.
+33787,2024-04-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.045,True,Machine throughput increase drove sustained pressure uplift.
+33788,2024-04-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.135,False,Condensation warning cleared after dehumidifier ramp-up.
+33789,2024-04-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.818,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33790,2024-04-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.903,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33791,2024-04-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.907,True,Sensor enclosure opened for manual calibration verification.
+33792,2024-04-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.097,False,Supervisory alert generated after three consecutive threshold breaches.
+33793,2024-04-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.004,False,Thermal ramp exceeded expected warmup curve before shift start.
+33794,2024-04-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.671,False,Quality hold reduced finishing booth activity for one shift.
+33795,2024-04-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.949,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33796,2024-04-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.476,False,Temperature remained elevated during unscheduled overtime run.
+33797,2024-04-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Edge collector replayed buffered events after network recovery.
+33798,2024-04-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.745,False,Telemetry quality flag downgraded during sensor self-test window.
+33799,2024-04-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.539,True,Thermal ramp exceeded expected warmup curve before shift start.
+33800,2024-04-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.885,False,Supervisory alert generated after three consecutive threshold breaches.
+33801,2024-04-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.696,False,Hydraulic line pressure oscillation detected under load.
+33802,2024-04-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.97,False,Calibration check overdue by 11 days for press-line transducer.
+33803,2024-04-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.891,True,Machine idle period extended during planned sanitation window.
+33804,2024-04-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.732,False,Vibration baseline recovered after tool holder replacement.
+33805,2024-04-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Quality team requested trace review for lot 24-118B.
+33806,2024-04-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Quality hold reduced finishing booth activity for one shift.
+33807,2024-04-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.347,True,Compressed air fluctuation introduced pressure noise for two cycles.
+33808,2024-04-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.598,False,Hydraulic line pressure oscillation detected under load.
+33809,2024-04-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.984,False,Pressure settled back to nominal after valve reseat.
+33810,2024-04-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.525,False,Pressure peak corresponds to oversized billet batch processing.
+33811,2024-04-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.847,True,Transient outlier matched forklift impact near cabinet wall.
+33812,2024-04-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.386,False,Supervisory alert generated after three consecutive threshold breaches.
+33813,2024-04-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.077,False,Maintenance crew confirmed lubrication interval was missed.
+33814,2024-04-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.121,False,Shift handoff note referenced unusual noise near press enclosure.
+33815,2024-04-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.923,True,Sensor signal clipping observed during startup surge.
+33816,2024-04-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.674,False,Calibration check overdue by 11 days for press-line transducer.
+33817,2024-04-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.792,False,Machine throughput increase drove sustained pressure uplift.
+33818,2024-04-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.277,False,Dust extraction fan offline for 18 minutes on line finishing.
+33819,2024-04-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.504,True,Unbalanced load introduced cyclical pressure ripple.
+33820,2024-04-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.056,False,Quality team requested trace review for lot 24-118B.
+33821,2024-04-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Bearing temperature rising faster than baseline on spindle cell.
+33822,2024-04-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,51.765,False,Edge collector replayed buffered events after network recovery.
+33823,2024-04-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.44,True,Reliability engineer tagged sample window for model retraining.
+33824,2024-04-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.331,False,Supervisory alert generated after three consecutive threshold breaches.
+33825,2024-04-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.517,False,Hydraulic line pressure oscillation detected under load.
+33826,2024-04-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.847,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33827,2024-04-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.029,True,Air handler maintenance reduced humidity variance on finishing line.
+33828,2024-04-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.292,False,Thermal ramp exceeded expected warmup curve before shift start.
+33829,2024-04-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.653,False,Humidity readings track seasonal rise across late spring.
+33830,2024-04-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.245,False,Pressure settled back to nominal after valve reseat.
+33831,2024-04-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.458,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+33832,2024-04-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.72,False,Maintenance scheduler deferred calibration due to spare shortage.
+33833,2024-04-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33834,2024-04-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.97,False,Temporary gateway failover completed without data loss.
+33835,2024-04-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.048,True,Pressure settled back to nominal after valve reseat.
+33836,2024-04-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.759,False,Quality hold reduced finishing booth activity for one shift.
+33837,2024-04-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Vibration burst exceeds envelope during tool change cycle.
+33838,2024-04-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.391,False,Maintenance scheduler deferred calibration due to spare shortage.
+33839,2024-04-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.852,True,Quality hold reduced finishing booth activity for one shift.
+33840,2024-04-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.925,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33841,2024-04-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.162,False,Pressure settled back to nominal after valve reseat.
+33842,2024-04-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.422,False,Humidity excursion near finishing booth during coating run.
+33843,2024-04-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.048,True,Vibration baseline recovered after tool holder replacement.
+33844,2024-04-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.23,False,Quality hold reduced finishing booth activity for one shift.
+33845,2024-04-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.744,False,Short-lived packet loss observed at edge gateway gw-02.
+33846,2024-04-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.874,False,Sensor enclosure opened for manual calibration verification.
+33847,2024-04-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.568,True,Humidity baseline improved after seal replacement.
+33848,2024-04-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.662,False,Vibration harmonics broadened during extended production run.
+33849,2024-04-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.735,False,Reliability engineer tagged sample window for model retraining.
+33850,2024-04-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.694,False,Sensor signal clipping observed during startup surge.
+33851,2024-04-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.9,True,Machine throughput increase drove sustained pressure uplift.
+33852,2024-04-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.434,False,Humidity readings track seasonal rise across late spring.
+33853,2024-04-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.87,False,Packaging line stop reduced adjacent vibration background.
+33854,2024-04-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.925,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33855,2024-04-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.791,True,Bearing temperature rising faster than baseline on spindle cell.
+33856,2024-04-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.531,False,Temporary gateway failover completed without data loss.
+33857,2024-04-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Maintenance scheduler deferred calibration due to spare shortage.
+33858,2024-04-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.956,False,Quality team requested trace review for lot 24-118B.
+33859,2024-04-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.465,True,Machine throughput increase drove sustained pressure uplift.
+33860,2024-04-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.03,False,Vibration harmonics broadened during extended production run.
+33861,2024-04-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Press cycle dwell time lengthened during high-volume batch.
+33862,2024-04-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.343,False,Coolant loop adjustment reduced chamber temperature spread.
+33863,2024-04-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.989,True,Vibration burst exceeds envelope during tool change cycle.
+33864,2024-04-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.429,False,Maintenance scheduler deferred calibration due to spare shortage.
+33865,2024-04-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Supervisory alert generated after three consecutive threshold breaches.
+33866,2024-04-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.582,False,Air handler maintenance reduced humidity variance on finishing line.
+33867,2024-04-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.365,True,Vibration burst exceeds envelope during tool change cycle.
+33868,2024-04-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.162,False,Quality hold reduced finishing booth activity for one shift.
+33869,2024-04-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Thermal ramp exceeded expected warmup curve before shift start.
+33870,2024-04-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.45,False,Short-lived packet loss observed at edge gateway gw-02.
+33871,2024-04-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.838,True,Vibration baseline recovered after tool holder replacement.
+33872,2024-04-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.955,False,Vibration burst exceeds envelope during tool change cycle.
+33873,2024-04-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Transient outlier matched forklift impact near cabinet wall.
+33874,2024-04-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.565,False,Hydraulic line pressure oscillation detected under load.
+33875,2024-04-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.816,True,Temperature variance narrowed after coolant nozzle cleaning.
+33876,2024-04-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.951,False,Supervisory alert generated after three consecutive threshold breaches.
+33877,2024-04-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.757,False,Sensor enclosure opened for manual calibration verification.
+33878,2024-04-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.554,False,Telemetry quality flag downgraded during sensor self-test window.
+33879,2024-04-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.718,True,Coolant loop adjustment reduced chamber temperature spread.
+33880,2024-04-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.731,False,Unbalanced load introduced cyclical pressure ripple.
+33881,2024-04-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33882,2024-04-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.114,False,Vibration harmonics broadened during extended production run.
+33883,2024-04-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.61,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33884,2024-04-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.48,False,Hydraulic line pressure oscillation detected under load.
+33885,2024-04-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Temporary gateway failover completed without data loss.
+33886,2024-04-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,54.756,False,Telemetry quality flag downgraded during sensor self-test window.
+33887,2024-04-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.049,True,Machine idle period extended during planned sanitation window.
+33888,2024-04-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.897,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33889,2024-04-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Vibration baseline recovered after tool holder replacement.
+33890,2024-04-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.739,False,Temporary gateway failover completed without data loss.
+33891,2024-04-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.768,True,Pressure peak corresponds to oversized billet batch processing.
+33892,2024-04-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.113,False,Transient outlier matched forklift impact near cabinet wall.
+33893,2024-04-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.343,False,Hydraulic line pressure oscillation detected under load.
+33894,2024-04-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.966,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33895,2024-04-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.896,True,Humidity climbed during dock-door open period in afternoon shift.
+33896,2024-04-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.036,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33897,2024-04-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.401,False,Humidity baseline improved after seal replacement.
+33898,2024-04-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.385,False,Sensor heartbeat delayed by one interval after gateway retry.
+33899,2024-04-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.665,True,Edge collector replayed buffered events after network recovery.
+33900,2024-04-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.402,False,Supervisory alert generated after three consecutive threshold breaches.
+33901,2024-04-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Pressure settled back to nominal after valve reseat.
+33902,2024-04-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.224,False,Quality hold reduced finishing booth activity for one shift.
+33903,2024-04-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.205,True,Heat-treat furnace door cycling increased localized temperature spikes.
+33904,2024-04-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.558,False,Maintenance note logged for coupling imbalance inspection.
+33905,2024-04-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Warning threshold updated for pilot predictive-maintenance model.
+33906,2024-04-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.24,False,Maintenance note logged for coupling imbalance inspection.
+33907,2024-04-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.664,True,Calibration check overdue by 11 days for press-line transducer.
+33908,2024-04-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.437,False,Condensation warning cleared after dehumidifier ramp-up.
+33909,2024-04-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Unbalanced load introduced cyclical pressure ripple.
+33910,2024-04-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.656,False,Air handler maintenance reduced humidity variance on finishing line.
+33911,2024-04-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.317,True,Pressure peak corresponds to oversized billet batch processing.
+33912,2024-04-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.219,False,Thermal overshoot event coincided with recipe change on furnace.
+33913,2024-04-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Unbalanced load introduced cyclical pressure ripple.
+33914,2024-04-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.006,False,Press cycle dwell time lengthened during high-volume batch.
+33915,2024-04-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.949,True,Ambient temperature stabilized after HVAC stage-two engagement.
+33916,2024-04-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.958,False,Supervisory alert generated after three consecutive threshold breaches.
+33917,2024-04-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Machine throughput increase drove sustained pressure uplift.
+33918,2024-04-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.944,False,Temperature remained elevated during unscheduled overtime run.
+33919,2024-04-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.366,True,Maintenance crew confirmed lubrication interval was missed.
+33920,2024-04-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.02,False,Vibration baseline recovered after tool holder replacement.
+33921,2024-04-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Vibration harmonics broadened during extended production run.
+33922,2024-04-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.508,False,Supervisory alert generated after three consecutive threshold breaches.
+33923,2024-04-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.507,True,Hydraulic line pressure oscillation detected under load.
+33924,2024-04-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.802,False,Vibration burst exceeds envelope during tool change cycle.
+33925,2024-04-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.373,False,Dust extraction fan offline for 18 minutes on line finishing.
+33926,2024-04-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.166,False,Maintenance crew confirmed lubrication interval was missed.
+33927,2024-04-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.274,True,Pressure peak corresponds to oversized billet batch processing.
+33928,2024-04-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.044,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+33929,2024-04-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.983,False,Sensor signal clipping observed during startup surge.
+33930,2024-04-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.682,False,Sensor 3 drift suspected after cross-check with manual gauge.
+33931,2024-04-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.751,True,Vibration burst exceeds envelope during tool change cycle.
+33932,2024-04-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.717,False,Hydraulic line pressure oscillation detected under load.
+33933,2024-04-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.247,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+33934,2024-04-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.816,False,Air handler maintenance reduced humidity variance on finishing line.
+33935,2024-04-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.87,True,Edge collector replayed buffered events after network recovery.
+33936,2024-04-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.31,False,Condensation warning cleared after dehumidifier ramp-up.
+33937,2024-04-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Humidity climbed during dock-door open period in afternoon shift.
+33938,2024-04-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.761,False,Quality team requested trace review for lot 24-118B.
+33939,2024-04-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.902,True,Hydraulic line pressure oscillation detected under load.
+33940,2024-04-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,31.799,False,Press cycle dwell time lengthened during high-volume batch.
+33941,2024-04-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Telemetry quality flag downgraded during sensor self-test window.
+33942,2024-04-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.414,False,Sensor enclosure opened for manual calibration verification.
+33943,2024-04-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.474,True,Maintenance note logged for coupling imbalance inspection.
+33944,2024-04-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.015,False,Sensor heartbeat delayed by one interval after gateway retry.
+33945,2024-04-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.445,False,Telemetry quality flag downgraded during sensor self-test window.
+33946,2024-04-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.672,False,Operator reported intermittent chatter on machine CNC-04.
+33947,2024-04-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.671,True,Vibration burst exceeds envelope during tool change cycle.
+33948,2024-04-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.426,False,Thermal ramp exceeded expected warmup curve before shift start.
+33949,2024-04-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Humidity excursion near finishing booth during coating run.
+33950,2024-04-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.944,False,Pressure line purge completed before restart authorization.
+33951,2024-04-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.199,True,Edge collector replayed buffered events after network recovery.
+33952,2024-04-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.506,False,Sensor enclosure opened for manual calibration verification.
+33953,2024-04-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.979,False,Maintenance crew confirmed lubrication interval was missed.
+33954,2024-04-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.747,False,Compressed air fluctuation introduced pressure noise for two cycles.
+33955,2024-04-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.597,True,Press cycle dwell time lengthened during high-volume batch.
+33956,2024-04-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.848,False,Hydraulic line pressure oscillation detected under load.
+33957,2024-04-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Thermal overshoot event coincided with recipe change on furnace.
+33958,2024-04-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.254,False,Thermal overshoot event coincided with recipe change on furnace.
+33959,2024-04-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.383,True,Pressure settled back to nominal after valve reseat.
+33960,2024-04-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
+33961,2024-04-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Bearing temperature rising faster than baseline on spindle cell.
+33962,2024-04-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.792,False,Machine throughput increase drove sustained pressure uplift.
+33963,2024-04-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.385,True,Unbalanced load introduced cyclical pressure ripple.
+33964,2024-04-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.392,False,Bearing temperature rising faster than baseline on spindle cell.
+33965,2024-04-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Temporary gateway failover completed without data loss.
+33966,2024-04-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.969,False,Pressure line purge completed before restart authorization.
+33967,2024-04-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.711,True,Packaging line stop reduced adjacent vibration background.
+33968,2024-04-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.701,False,Humidity readings track seasonal rise across late spring.
+33969,2024-04-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Maintenance note logged for coupling imbalance inspection.
+33970,2024-04-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.493,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33971,2024-04-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.658,True,Press cycle dwell time lengthened during high-volume batch.
+33972,2024-04-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.113,False,Thermal overshoot event coincided with recipe change on furnace.
+33973,2024-04-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.784,False,Hydraulic line pressure oscillation detected under load.
+33974,2024-04-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.447,False,Warning threshold updated for pilot predictive-maintenance model.
+33975,2024-04-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.956,True,Humidity readings track seasonal rise across late spring.
+33976,2024-04-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.716,False,Press cycle dwell time lengthened during high-volume batch.
+33977,2024-04-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.608,False,Sensor heartbeat delayed by one interval after gateway retry.
+33978,2024-04-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.28,False,Coolant loop adjustment reduced chamber temperature spread.
+33979,2024-04-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.599,True,Operator reported intermittent chatter on machine CNC-04.
+33980,2024-04-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.518,False,Vibration burst exceeds envelope during tool change cycle.
+33981,2024-04-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Pressure peak corresponds to oversized billet batch processing.
+33982,2024-04-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.967,False,Machine throughput increase drove sustained pressure uplift.
+33983,2024-04-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.712,True,Telemetry quality flag downgraded during sensor self-test window.
+33984,2024-04-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.585,False,Thermal overshoot event coincided with recipe change on furnace.
+33985,2024-04-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+33986,2024-04-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.792,False,Dust extraction fan offline for 18 minutes on line finishing.
+33987,2024-04-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.598,True,Maintenance scheduler deferred calibration due to spare shortage.
+33988,2024-04-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.14,False,Reliability engineer tagged sample window for model retraining.
+33989,2024-04-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.532,False,Sensor battery health remains nominal after firmware update.
+33990,2024-04-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.861,False,Machine throughput increase drove sustained pressure uplift.
+33991,2024-04-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.824,True,Ambient temperature stabilized after HVAC stage-two engagement.
+33992,2024-04-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.516,False,Maintenance crew confirmed lubrication interval was missed.
+33993,2024-04-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Pressure settled back to nominal after valve reseat.
+33994,2024-04-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.671,False,Warning threshold updated for pilot predictive-maintenance model.
+33995,2024-04-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.499,True,Press cycle dwell time lengthened during high-volume batch.
+33996,2024-04-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.454,False,Supervisory alert generated after three consecutive threshold breaches.
+33997,2024-04-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Pressure settled back to nominal after valve reseat.
+33998,2024-04-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.921,False,Temporary gateway failover completed without data loss.
+33999,2024-04-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.374,True,Vibration burst exceeds envelope during tool change cycle.
+34000,2024-04-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.348,False,Vibration baseline recovered after tool holder replacement.
+34001,2024-04-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.064,False,Sensor battery health remains nominal after firmware update.
+34002,2024-04-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.204,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34003,2024-04-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.788,True,Vibration harmonics broadened during extended production run.
+34004,2024-04-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.079,False,Maintenance note logged for coupling imbalance inspection.
+34005,2024-04-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34006,2024-04-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.853,False,Quality hold reduced finishing booth activity for one shift.
+34007,2024-04-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.318,True,Ambient temperature stabilized after HVAC stage-two engagement.
+34008,2024-04-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.737,False,Night shift startup produced higher than normal vibration floor.
+34009,2024-04-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Sensor heartbeat delayed by one interval after gateway retry.
+34010,2024-04-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.761,False,Humidity excursion near finishing booth during coating run.
+34011,2024-04-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.541,True,Transient outlier matched forklift impact near cabinet wall.
+34012,2024-04-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.863,False,Sensor battery health remains nominal after firmware update.
+34013,2024-04-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Edge collector replayed buffered events after network recovery.
+34014,2024-04-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.387,False,Edge collector replayed buffered events after network recovery.
+34015,2024-04-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.067,True,Sensor enclosure opened for manual calibration verification.
+34016,2024-04-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.394,False,Humidity baseline improved after seal replacement.
+34017,2024-04-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.054,False,Shift handoff note referenced unusual noise near press enclosure.
+34018,2024-04-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.111,False,Sensor heartbeat delayed by one interval after gateway retry.
+34019,2024-04-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.235,True,Quality hold reduced finishing booth activity for one shift.
+34020,2024-04-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Quality hold reduced finishing booth activity for one shift.
+34021,2024-04-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.063,False,Humidity excursion near finishing booth during coating run.
+34022,2024-04-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.001,False,Night shift startup produced higher than normal vibration floor.
+34023,2024-04-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.182,True,Thermal ramp exceeded expected warmup curve before shift start.
+34024,2024-04-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.84,False,Pressure settled back to nominal after valve reseat.
+34025,2024-04-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Maintenance scheduler deferred calibration due to spare shortage.
+34026,2024-04-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.703,False,Reliability engineer tagged sample window for model retraining.
+34027,2024-04-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.455,True,Maintenance crew confirmed lubrication interval was missed.
+34028,2024-04-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.422,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34029,2024-04-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.547,False,Bearing temperature rising faster than baseline on spindle cell.
+34030,2024-04-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.862,False,Quality team requested trace review for lot 24-118B.
+34031,2024-04-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.741,True,Packaging line stop reduced adjacent vibration background.
+34032,2024-04-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.418,False,Vibration burst exceeds envelope during tool change cycle.
+34033,2024-04-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Sensor enclosure opened for manual calibration verification.
+34034,2024-04-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.449,False,Packaging line stop reduced adjacent vibration background.
+34035,2024-04-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.654,True,Night shift startup produced higher than normal vibration floor.
+34036,2024-04-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.17,False,Calibration check overdue by 11 days for press-line transducer.
+34037,2024-04-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Bearing temperature rising faster than baseline on spindle cell.
+34038,2024-04-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.089,False,Hydraulic line pressure oscillation detected under load.
+34039,2024-04-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.861,True,Condensation warning cleared after dehumidifier ramp-up.
+34040,2024-04-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.51,False,Machine throughput increase drove sustained pressure uplift.
+34041,2024-04-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Coolant loop adjustment reduced chamber temperature spread.
+34042,2024-04-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.839,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34043,2024-04-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.454,True,Quality hold reduced finishing booth activity for one shift.
+34044,2024-04-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.325,False,SCADA backfill inserted two delayed telemetry points.
+34045,2024-04-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Thermal overshoot event coincided with recipe change on furnace.
+34046,2024-04-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.095,False,Air handler maintenance reduced humidity variance on finishing line.
+34047,2024-04-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.887,True,Pressure line purge completed before restart authorization.
+34048,2024-04-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.272,False,Shift handoff note referenced unusual noise near press enclosure.
+34049,2024-04-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.689,False,Pressure peak corresponds to oversized billet batch processing.
+34050,2024-04-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.032,False,Humidity climbed during dock-door open period in afternoon shift.
+34051,2024-04-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.812,True,Bearing temperature rising faster than baseline on spindle cell.
+34052,2024-04-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.79,False,Pressure peak corresponds to oversized billet batch processing.
+34053,2024-04-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.366,False,Edge collector replayed buffered events after network recovery.
+34054,2024-04-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.995,False,Reliability engineer tagged sample window for model retraining.
+34055,2024-04-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.71,True,Pressure settled back to nominal after valve reseat.
+34056,2024-04-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.531,False,Sensor battery health remains nominal after firmware update.
+34057,2024-04-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Maintenance scheduler deferred calibration due to spare shortage.
+34058,2024-04-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.291,False,Edge collector replayed buffered events after network recovery.
+34059,2024-04-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.43,True,Press cycle dwell time lengthened during high-volume batch.
+34060,2024-04-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.855,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34061,2024-04-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Vibration harmonics broadened during extended production run.
+34062,2024-04-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.828,False,Quality hold reduced finishing booth activity for one shift.
+34063,2024-04-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.073,True,SCADA backfill inserted two delayed telemetry points.
+34064,2024-04-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.981,False,Anomaly review flagged possible bearing wear progression.
+34065,2024-04-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.579,False,Warning threshold updated for pilot predictive-maintenance model.
+34066,2024-04-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34067,2024-04-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.162,True,Operator reset acknowledged after red-tag inspection.
+34068,2024-04-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.414,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34069,2024-04-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Press cycle dwell time lengthened during high-volume batch.
+34070,2024-04-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.581,False,Vibration baseline recovered after tool holder replacement.
+34071,2024-04-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.156,True,Vibration baseline recovered after tool holder replacement.
+34072,2024-04-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.617,False,Vibration baseline recovered after tool holder replacement.
+34073,2024-04-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Coolant loop adjustment reduced chamber temperature spread.
+34074,2024-04-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Anomaly review flagged possible bearing wear progression.
+34075,2024-04-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.367,True,Press cycle dwell time lengthened during high-volume batch.
+34076,2024-04-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.148,False,Press cycle dwell time lengthened during high-volume batch.
+34077,2024-04-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Short-lived packet loss observed at edge gateway gw-02.
+34078,2024-04-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.866,False,Warning threshold updated for pilot predictive-maintenance model.
+34079,2024-04-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.968,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34080,2024-04-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.395,False,Sensor battery health remains nominal after firmware update.
+34081,2024-04-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Humidity baseline improved after seal replacement.
+34082,2024-04-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.822,False,Operator reported intermittent chatter on machine CNC-04.
+34083,2024-04-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.16,True,Bearing temperature rising faster than baseline on spindle cell.
+34084,2024-04-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.53,False,Humidity baseline improved after seal replacement.
+34085,2024-04-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.118,False,Quality hold reduced finishing booth activity for one shift.
+34086,2024-04-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.391,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34087,2024-04-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.794,True,SCADA backfill inserted two delayed telemetry points.
+34088,2024-04-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.94,False,Reliability engineer tagged sample window for model retraining.
+34089,2024-04-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.1,False,Short-lived packet loss observed at edge gateway gw-02.
+34090,2024-04-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.484,False,Machine idle period extended during planned sanitation window.
+34091,2024-04-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.678,True,SCADA backfill inserted two delayed telemetry points.
+34092,2024-04-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.964,False,Edge collector replayed buffered events after network recovery.
+34093,2024-04-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Machine throughput increase drove sustained pressure uplift.
+34094,2024-04-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.392,False,Vibration burst exceeds envelope during tool change cycle.
+34095,2024-04-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.064,True,SCADA backfill inserted two delayed telemetry points.
+34096,2024-04-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.072,False,Short-lived packet loss observed at edge gateway gw-02.
+34097,2024-04-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Thermal overshoot event coincided with recipe change on furnace.
+34098,2024-04-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.153,False,Sensor enclosure opened for manual calibration verification.
+34099,2024-04-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.664,True,Air handler maintenance reduced humidity variance on finishing line.
+34100,2024-04-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.016,False,Warning threshold updated for pilot predictive-maintenance model.
+34101,2024-04-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Vibration baseline recovered after tool holder replacement.
+34102,2024-04-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.262,False,Humidity readings track seasonal rise across late spring.
+34103,2024-04-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.818,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+34104,2024-04-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.612,False,Machine idle period extended during planned sanitation window.
+34105,2024-04-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Maintenance scheduler deferred calibration due to spare shortage.
+34106,2024-04-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.104,False,Telemetry quality flag downgraded during sensor self-test window.
+34107,2024-04-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.719,True,Quality hold reduced finishing booth activity for one shift.
+34108,2024-04-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.005,False,Press cycle dwell time lengthened during high-volume batch.
+34109,2024-04-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.695,False,Bearing temperature rising faster than baseline on spindle cell.
+34110,2024-04-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.793,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34111,2024-04-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.892,True,Sensor signal clipping observed during startup surge.
+34112,2024-04-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.588,False,Vibration burst exceeds envelope during tool change cycle.
+34113,2024-04-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Dust extraction fan offline for 18 minutes on line finishing.
+34114,2024-04-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.176,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34115,2024-04-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.859,True,Sensor heartbeat delayed by one interval after gateway retry.
+34116,2024-04-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34117,2024-04-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Maintenance note logged for coupling imbalance inspection.
+34118,2024-04-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.989,False,Quality team requested trace review for lot 24-118B.
+34119,2024-04-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.853,True,Humidity readings track seasonal rise across late spring.
+34120,2024-04-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.344,False,Temperature remained elevated during unscheduled overtime run.
+34121,2024-04-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Machine throughput increase drove sustained pressure uplift.
+34122,2024-04-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.469,False,Reliability engineer tagged sample window for model retraining.
+34123,2024-04-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.644,True,Vibration harmonics broadened during extended production run.
+34124,2024-04-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.267,False,Dust extraction fan offline for 18 minutes on line finishing.
+34125,2024-04-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.129,False,Humidity baseline improved after seal replacement.
+34126,2024-04-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.891,False,Machine throughput increase drove sustained pressure uplift.
+34127,2024-04-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.254,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+34128,2024-04-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.796,False,Maintenance scheduler deferred calibration due to spare shortage.
+34129,2024-04-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Transient outlier matched forklift impact near cabinet wall.
+34130,2024-04-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.329,False,SCADA backfill inserted two delayed telemetry points.
+34131,2024-04-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.975,True,Reliability engineer tagged sample window for model retraining.
+34132,2024-04-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.147,False,Thermal ramp exceeded expected warmup curve before shift start.
+34133,2024-04-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Night shift startup produced higher than normal vibration floor.
+34134,2024-04-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.419,False,Press cycle dwell time lengthened during high-volume batch.
+34135,2024-04-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.203,True,Transient outlier matched forklift impact near cabinet wall.
+34136,2024-04-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.584,False,Vibration baseline recovered after tool holder replacement.
+34137,2024-04-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.283,False,Anomaly review flagged possible bearing wear progression.
+34138,2024-04-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.153,False,Quality hold reduced finishing booth activity for one shift.
+34139,2024-04-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.591,True,Dust extraction fan offline for 18 minutes on line finishing.
+34140,2024-04-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.694,False,Pressure settled back to nominal after valve reseat.
+34141,2024-04-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Packaging line stop reduced adjacent vibration background.
+34142,2024-04-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.59,False,Humidity excursion near finishing booth during coating run.
+34143,2024-04-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.568,True,Machine throughput increase drove sustained pressure uplift.
+34144,2024-04-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.129,False,Temperature variance narrowed after coolant nozzle cleaning.
+34145,2024-04-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Operator reset acknowledged after red-tag inspection.
+34146,2024-04-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.256,False,Pressure peak corresponds to oversized billet batch processing.
+34147,2024-04-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.135,True,Thermal overshoot event coincided with recipe change on furnace.
+34148,2024-04-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.556,False,Thermal overshoot event coincided with recipe change on furnace.
+34149,2024-04-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.744,False,Warning threshold updated for pilot predictive-maintenance model.
+34150,2024-04-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34151,2024-04-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.372,True,Condensation warning cleared after dehumidifier ramp-up.
+34152,2024-04-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.066,False,Operator reset acknowledged after red-tag inspection.
+34153,2024-04-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.623,False,Transient outlier matched forklift impact near cabinet wall.
+34154,2024-04-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.272,False,Sensor heartbeat delayed by one interval after gateway retry.
+34155,2024-04-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.476,True,Quality hold reduced finishing booth activity for one shift.
+34156,2024-04-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.356,False,Machine throughput increase drove sustained pressure uplift.
+34157,2024-04-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.637,False,Warning threshold updated for pilot predictive-maintenance model.
+34158,2024-04-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.512,False,Humidity baseline improved after seal replacement.
+34159,2024-04-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.061,True,Machine idle period extended during planned sanitation window.
+34160,2024-04-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.125,False,Vibration burst exceeds envelope during tool change cycle.
+34161,2024-04-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.409,False,Edge collector replayed buffered events after network recovery.
+34162,2024-04-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.589,False,Quality team requested trace review for lot 24-118B.
+34163,2024-04-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.223,True,Temperature variance narrowed after coolant nozzle cleaning.
+34164,2024-04-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.35,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34165,2024-04-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.899,False,Vibration baseline recovered after tool holder replacement.
+34166,2024-04-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.778,False,Transient outlier matched forklift impact near cabinet wall.
+34167,2024-04-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.286,True,Condensation warning cleared after dehumidifier ramp-up.
+34168,2024-04-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.366,False,Short-lived packet loss observed at edge gateway gw-02.
+34169,2024-04-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Sensor enclosure opened for manual calibration verification.
+34170,2024-04-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.083,False,Machine idle period extended during planned sanitation window.
+34171,2024-04-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.17,True,Bearing temperature rising faster than baseline on spindle cell.
+34172,2024-04-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.509,False,Press cycle dwell time lengthened during high-volume batch.
+34173,2024-04-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.705,False,Calibration check overdue by 11 days for press-line transducer.
+34174,2024-04-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.124,False,Packaging line stop reduced adjacent vibration background.
+34175,2024-04-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.471,True,Quality team requested trace review for lot 24-118B.
+34176,2024-04-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.238,False,Vibration harmonics broadened during extended production run.
+34177,2024-04-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.77,False,Shift handoff note referenced unusual noise near press enclosure.
+34178,2024-04-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.349,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34179,2024-04-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Hydraulic line pressure oscillation detected under load.
+34180,2024-04-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34181,2024-04-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Temperature remained elevated during unscheduled overtime run.
+34182,2024-04-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.649,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34183,2024-04-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.782,True,Sensor enclosure opened for manual calibration verification.
+34184,2024-04-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.731,False,Sensor heartbeat delayed by one interval after gateway retry.
+34185,2024-04-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.203,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34186,2024-04-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.358,False,Maintenance scheduler deferred calibration due to spare shortage.
+34187,2024-04-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.79,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+34188,2024-04-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.469,False,Pressure settled back to nominal after valve reseat.
+34189,2024-04-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Bearing temperature rising faster than baseline on spindle cell.
+34190,2024-04-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.372,False,Sensor signal clipping observed during startup surge.
+34191,2024-04-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.293,True,Sensor signal clipping observed during startup surge.
+34192,2024-04-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.229,False,Edge collector replayed buffered events after network recovery.
+34193,2024-04-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.364,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34194,2024-04-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.634,False,Calibration check overdue by 11 days for press-line transducer.
+34195,2024-04-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.025,True,Hydraulic line pressure oscillation detected under load.
+34196,2024-04-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.969,False,Pressure peak corresponds to oversized billet batch processing.
+34197,2024-04-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.488,False,Supervisory alert generated after three consecutive threshold breaches.
+34198,2024-04-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.913,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34199,2024-04-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.034,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+34200,2024-04-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.254,False,Thermal overshoot event coincided with recipe change on furnace.
+34201,2024-04-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34202,2024-04-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.113,False,Sensor battery health remains nominal after firmware update.
+34203,2024-04-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.089,True,Humidity climbed during dock-door open period in afternoon shift.
+34204,2024-04-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.976,False,Air handler maintenance reduced humidity variance on finishing line.
+34205,2024-04-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Humidity baseline improved after seal replacement.
+34206,2024-04-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.527,False,Quality hold reduced finishing booth activity for one shift.
+34207,2024-04-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.462,True,Coolant loop adjustment reduced chamber temperature spread.
+34208,2024-04-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.948,False,Temperature variance narrowed after coolant nozzle cleaning.
+34209,2024-04-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Quality team requested trace review for lot 24-118B.
+34210,2024-04-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.78,False,Humidity readings track seasonal rise across late spring.
+34211,2024-04-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.891,True,Short-lived packet loss observed at edge gateway gw-02.
+34212,2024-04-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.213,False,Temperature variance narrowed after coolant nozzle cleaning.
+34213,2024-04-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.69,False,Air handler maintenance reduced humidity variance on finishing line.
+34214,2024-04-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.996,False,Supervisory alert generated after three consecutive threshold breaches.
+34215,2024-04-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.726,True,Sensor heartbeat delayed by one interval after gateway retry.
+34216,2024-04-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.207,False,Sensor enclosure opened for manual calibration verification.
+34217,2024-04-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Sensor heartbeat delayed by one interval after gateway retry.
+34218,2024-04-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.118,False,Condensation warning cleared after dehumidifier ramp-up.
+34219,2024-04-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.956,True,Sensor enclosure opened for manual calibration verification.
+34220,2024-04-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.694,False,Thermal overshoot event coincided with recipe change on furnace.
+34221,2024-04-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.993,False,Shift handoff note referenced unusual noise near press enclosure.
+34222,2024-04-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.856,False,Shift handoff note referenced unusual noise near press enclosure.
+34223,2024-04-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.553,True,Anomaly review flagged possible bearing wear progression.
+34224,2024-04-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.223,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34225,2024-04-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.668,False,Condensation warning cleared after dehumidifier ramp-up.
+34226,2024-04-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.8,False,Sensor enclosure opened for manual calibration verification.
+34227,2024-04-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.175,True,Short-lived packet loss observed at edge gateway gw-02.
+34228,2024-04-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.65,False,Sensor heartbeat delayed by one interval after gateway retry.
+34229,2024-04-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Bearing temperature rising faster than baseline on spindle cell.
+34230,2024-04-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.893,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34231,2024-04-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.886,True,Condensation warning cleared after dehumidifier ramp-up.
+34232,2024-04-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.393,False,Press cycle dwell time lengthened during high-volume batch.
+34233,2024-04-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.487,False,SCADA backfill inserted two delayed telemetry points.
+34234,2024-04-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.0,False,Hydraulic line pressure oscillation detected under load.
+34235,2024-04-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.907,True,Vibration baseline recovered after tool holder replacement.
+34236,2024-04-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.281,False,Supervisory alert generated after three consecutive threshold breaches.
+34237,2024-04-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34238,2024-04-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.854,False,Vibration baseline recovered after tool holder replacement.
+34239,2024-04-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.274,True,Ambient temperature stabilized after HVAC stage-two engagement.
+34240,2024-04-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.862,False,Quality hold reduced finishing booth activity for one shift.
+34241,2024-04-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.749,False,Coolant loop adjustment reduced chamber temperature spread.
+34242,2024-04-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.088,False,Thermal overshoot event coincided with recipe change on furnace.
+34243,2024-04-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.533,True,Humidity climbed during dock-door open period in afternoon shift.
+34244,2024-04-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.863,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34245,2024-04-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.186,False,Thermal overshoot event coincided with recipe change on furnace.
+34246,2024-04-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.826,False,Vibration harmonics broadened during extended production run.
+34247,2024-04-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.042,True,Pressure settled back to nominal after valve reseat.
+34248,2024-04-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.442,False,Hydraulic line pressure oscillation detected under load.
+34249,2024-04-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.328,False,Humidity baseline improved after seal replacement.
+34250,2024-04-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.941,False,Quality hold reduced finishing booth activity for one shift.
+34251,2024-04-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Hydraulic line pressure oscillation detected under load.
+34252,2024-04-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Anomaly review flagged possible bearing wear progression.
+34253,2024-04-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Quality hold reduced finishing booth activity for one shift.
+34254,2024-04-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.578,False,Transient outlier matched forklift impact near cabinet wall.
+34255,2024-04-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Temperature remained elevated during unscheduled overtime run.
+34256,2024-04-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.858,False,SCADA backfill inserted two delayed telemetry points.
+34257,2024-04-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.094,False,Condensation warning cleared after dehumidifier ramp-up.
+34258,2024-04-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.559,False,Vibration baseline recovered after tool holder replacement.
+34259,2024-04-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.325,True,Humidity excursion near finishing booth during coating run.
+34260,2024-04-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.899,False,Machine throughput increase drove sustained pressure uplift.
+34261,2024-04-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Quality hold reduced finishing booth activity for one shift.
+34262,2024-04-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.23,False,Press cycle dwell time lengthened during high-volume batch.
+34263,2024-04-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.911,True,Edge collector replayed buffered events after network recovery.
+34264,2024-04-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.565,False,Night shift startup produced higher than normal vibration floor.
+34265,2024-04-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.687,False,Maintenance crew confirmed lubrication interval was missed.
+34266,2024-04-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.195,False,Hydraulic line pressure oscillation detected under load.
+34267,2024-04-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.149,True,Sensor enclosure opened for manual calibration verification.
+34268,2024-04-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.661,False,Humidity baseline improved after seal replacement.
+34269,2024-04-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.318,False,Telemetry quality flag downgraded during sensor self-test window.
+34270,2024-04-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.918,False,Maintenance note logged for coupling imbalance inspection.
+34271,2024-04-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.127,True,Night shift startup produced higher than normal vibration floor.
+34272,2024-04-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.444,False,Telemetry quality flag downgraded during sensor self-test window.
+34273,2024-04-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.522,False,Air handler maintenance reduced humidity variance on finishing line.
+34274,2024-04-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.972,False,Quality hold reduced finishing booth activity for one shift.
+34275,2024-04-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.819,True,Humidity baseline improved after seal replacement.
+34276,2024-04-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.416,False,Reliability engineer tagged sample window for model retraining.
+34277,2024-04-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.972,False,Vibration burst exceeds envelope during tool change cycle.
+34278,2024-04-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.38,False,Operator reported intermittent chatter on machine CNC-04.
+34279,2024-04-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.186,True,Unbalanced load introduced cyclical pressure ripple.
+34280,2024-04-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.556,False,Transient outlier matched forklift impact near cabinet wall.
+34281,2024-04-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Vibration burst exceeds envelope during tool change cycle.
+34282,2024-04-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.984,False,Calibration check overdue by 11 days for press-line transducer.
+34283,2024-04-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.686,True,Vibration baseline recovered after tool holder replacement.
+34284,2024-04-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.513,False,Condensation warning cleared after dehumidifier ramp-up.
+34285,2024-04-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.416,False,Temperature variance narrowed after coolant nozzle cleaning.
+34286,2024-04-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.849,False,Telemetry quality flag downgraded during sensor self-test window.
+34287,2024-04-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.006,True,Maintenance note logged for coupling imbalance inspection.
+34288,2024-04-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.312,False,Press cycle dwell time lengthened during high-volume batch.
+34289,2024-04-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,Calibration check overdue by 11 days for press-line transducer.
+34290,2024-04-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.976,False,Humidity readings track seasonal rise across late spring.
+34291,2024-04-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.199,True,Pressure peak corresponds to oversized billet batch processing.
+34292,2024-04-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.087,False,Sensor signal clipping observed during startup surge.
+34293,2024-04-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.044,False,Dust extraction fan offline for 18 minutes on line finishing.
+34294,2024-04-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.892,False,Sensor enclosure opened for manual calibration verification.
+34295,2024-04-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.259,True,Vibration baseline recovered after tool holder replacement.
+34296,2024-04-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.969,False,Humidity baseline improved after seal replacement.
+34297,2024-04-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Sensor battery health remains nominal after firmware update.
+34298,2024-04-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34299,2024-04-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.237,True,Condensation warning cleared after dehumidifier ramp-up.
+34300,2024-04-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.289,False,Reliability engineer tagged sample window for model retraining.
+34301,2024-04-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.269,False,Sensor signal clipping observed during startup surge.
+34302,2024-04-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.478,False,Shift handoff note referenced unusual noise near press enclosure.
+34303,2024-04-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.777,True,Press cycle dwell time lengthened during high-volume batch.
+34304,2024-04-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Temporary gateway failover completed without data loss.
+34305,2024-04-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Vibration baseline recovered after tool holder replacement.
+34306,2024-04-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.434,False,Sensor enclosure opened for manual calibration verification.
+34307,2024-04-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Ambient temperature stabilized after HVAC stage-two engagement.
+34308,2024-04-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.264,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34309,2024-04-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.217,False,Calibration check overdue by 11 days for press-line transducer.
+34310,2024-04-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.462,False,Vibration baseline recovered after tool holder replacement.
+34311,2024-04-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.964,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+34312,2024-04-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.013,False,Unbalanced load introduced cyclical pressure ripple.
+34313,2024-04-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Operator reset acknowledged after red-tag inspection.
+34314,2024-04-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.328,False,Bearing temperature rising faster than baseline on spindle cell.
+34315,2024-04-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.455,True,Pressure line purge completed before restart authorization.
+34316,2024-04-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.075,False,Humidity climbed during dock-door open period in afternoon shift.
+34317,2024-04-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.708,False,Short-lived packet loss observed at edge gateway gw-02.
+34318,2024-04-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.641,False,Sensor heartbeat delayed by one interval after gateway retry.
+34319,2024-04-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.606,True,Pressure peak corresponds to oversized billet batch processing.
+34320,2024-04-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.436,False,Shift handoff note referenced unusual noise near press enclosure.
+34321,2024-04-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.499,False,Sensor signal clipping observed during startup surge.
+34322,2024-04-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.692,False,Pressure peak corresponds to oversized billet batch processing.
+34323,2024-04-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.778,True,Compressed air fluctuation introduced pressure noise for two cycles.
+34324,2024-04-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.943,False,Humidity baseline improved after seal replacement.
+34325,2024-04-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.946,False,Humidity baseline improved after seal replacement.
+34326,2024-04-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.276,False,Vibration baseline recovered after tool holder replacement.
+34327,2024-04-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.377,True,Sensor 3 drift suspected after cross-check with manual gauge.
+34328,2024-04-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.977,False,Quality hold reduced finishing booth activity for one shift.
+34329,2024-04-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Coolant loop adjustment reduced chamber temperature spread.
+34330,2024-04-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.421,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34331,2024-04-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.336,True,Humidity readings track seasonal rise across late spring.
+34332,2024-04-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.379,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34333,2024-04-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.066,False,Machine idle period extended during planned sanitation window.
+34334,2024-04-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.825,False,Quality hold reduced finishing booth activity for one shift.
+34335,2024-04-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.551,True,Maintenance note logged for coupling imbalance inspection.
+34336,2024-04-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.246,False,Hydraulic line pressure oscillation detected under load.
+34337,2024-04-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.12,False,Warning threshold updated for pilot predictive-maintenance model.
+34338,2024-04-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.328,False,Condensation warning cleared after dehumidifier ramp-up.
+34339,2024-04-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.302,True,SCADA backfill inserted two delayed telemetry points.
+34340,2024-04-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.528,False,Dust extraction fan offline for 18 minutes on line finishing.
+34341,2024-04-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Quality hold reduced finishing booth activity for one shift.
+34342,2024-04-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.15,False,Pressure line purge completed before restart authorization.
+34343,2024-04-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.884,True,Packaging line stop reduced adjacent vibration background.
+34344,2024-04-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.339,False,Supervisory alert generated after three consecutive threshold breaches.
+34345,2024-04-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Dust extraction fan offline for 18 minutes on line finishing.
+34346,2024-04-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.769,False,Maintenance scheduler deferred calibration due to spare shortage.
+34347,2024-04-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.179,True,Press cycle dwell time lengthened during high-volume batch.
+34348,2024-04-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.871,False,Pressure peak corresponds to oversized billet batch processing.
+34349,2024-04-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.91,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34350,2024-04-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.286,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34351,2024-04-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.706,True,Edge collector replayed buffered events after network recovery.
+34352,2024-04-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.296,False,Press cycle dwell time lengthened during high-volume batch.
+34353,2024-04-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Reliability engineer tagged sample window for model retraining.
+34354,2024-04-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.736,False,Quality team requested trace review for lot 24-118B.
+34355,2024-04-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.294,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+34356,2024-04-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.632,False,Vibration baseline recovered after tool holder replacement.
+34357,2024-04-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.026,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34358,2024-04-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.963,False,Thermal overshoot event coincided with recipe change on furnace.
+34359,2024-04-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.401,True,Operator reset acknowledged after red-tag inspection.
+34360,2024-04-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.315,False,Thermal overshoot event coincided with recipe change on furnace.
+34361,2024-04-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.357,False,Sensor signal clipping observed during startup surge.
+34362,2024-04-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.018,False,Sensor enclosure opened for manual calibration verification.
+34363,2024-04-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.984,True,Thermal ramp exceeded expected warmup curve before shift start.
+34364,2024-04-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.172,False,Anomaly review flagged possible bearing wear progression.
+34365,2024-04-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.596,False,Vibration burst exceeds envelope during tool change cycle.
+34366,2024-04-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.846,False,Temperature remained elevated during unscheduled overtime run.
+34367,2024-04-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.612,True,Reliability engineer tagged sample window for model retraining.
+34368,2024-04-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.506,False,Machine throughput increase drove sustained pressure uplift.
+34369,2024-04-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Coolant loop adjustment reduced chamber temperature spread.
+34370,2024-04-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.402,False,Shift handoff note referenced unusual noise near press enclosure.
+34371,2024-04-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.971,True,Quality team requested trace review for lot 24-118B.
+34372,2024-04-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.467,False,Short-lived packet loss observed at edge gateway gw-02.
+34373,2024-04-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Press cycle dwell time lengthened during high-volume batch.
+34374,2024-04-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.723,False,Packaging line stop reduced adjacent vibration background.
+34375,2024-04-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.263,True,Quality team requested trace review for lot 24-118B.
+34376,2024-04-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.211,False,Edge collector replayed buffered events after network recovery.
+34377,2024-04-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.633,False,Warning threshold updated for pilot predictive-maintenance model.
+34378,2024-04-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.586,False,Anomaly review flagged possible bearing wear progression.
+34379,2024-04-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.394,True,Warning threshold updated for pilot predictive-maintenance model.
+34380,2024-04-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.077,False,Hydraulic line pressure oscillation detected under load.
+34381,2024-04-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.307,False,Packaging line stop reduced adjacent vibration background.
+34382,2024-04-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.037,False,Pressure peak corresponds to oversized billet batch processing.
+34383,2024-04-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.17,True,Operator reported intermittent chatter on machine CNC-04.
+34384,2024-04-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.392,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34385,2024-04-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.725,False,Night shift startup produced higher than normal vibration floor.
+34386,2024-04-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.161,False,Edge collector replayed buffered events after network recovery.
+34387,2024-04-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.931,True,Calibration check overdue by 11 days for press-line transducer.
+34388,2024-04-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.938,False,Sensor signal clipping observed during startup surge.
+34389,2024-04-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Unbalanced load introduced cyclical pressure ripple.
+34390,2024-04-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.231,False,Machine idle period extended during planned sanitation window.
+34391,2024-04-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.106,True,Quality team requested trace review for lot 24-118B.
+34392,2024-04-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.318,False,Quality team requested trace review for lot 24-118B.
+34393,2024-04-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Night shift startup produced higher than normal vibration floor.
+34394,2024-04-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.544,False,Sensor battery health remains nominal after firmware update.
+34395,2024-04-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.911,True,Humidity climbed during dock-door open period in afternoon shift.
+34396,2024-04-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.786,False,Air handler maintenance reduced humidity variance on finishing line.
+34397,2024-04-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.598,False,Transient outlier matched forklift impact near cabinet wall.
+34398,2024-04-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.611,False,Dust extraction fan offline for 18 minutes on line finishing.
+34399,2024-04-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.588,True,Pressure settled back to nominal after valve reseat.
+34400,2024-04-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.618,False,Pressure peak corresponds to oversized billet batch processing.
+34401,2024-04-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34402,2024-04-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.795,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34403,2024-04-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.617,True,Temperature remained elevated during unscheduled overtime run.
+34404,2024-04-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.381,False,Humidity baseline improved after seal replacement.
+34405,2024-04-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.395,False,Dust extraction fan offline for 18 minutes on line finishing.
+34406,2024-04-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.187,False,Packaging line stop reduced adjacent vibration background.
+34407,2024-04-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.914,True,Quality team requested trace review for lot 24-118B.
+34408,2024-04-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.411,False,Sensor heartbeat delayed by one interval after gateway retry.
+34409,2024-04-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.559,False,Operator reported intermittent chatter on machine CNC-04.
+34410,2024-04-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.291,False,Sensor battery health remains nominal after firmware update.
+34411,2024-04-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.517,True,Dust extraction fan offline for 18 minutes on line finishing.
+34412,2024-04-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.598,False,Supervisory alert generated after three consecutive threshold breaches.
+34413,2024-04-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Warning threshold updated for pilot predictive-maintenance model.
+34414,2024-04-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.794,False,Maintenance note logged for coupling imbalance inspection.
+34415,2024-04-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.258,True,Coolant loop adjustment reduced chamber temperature spread.
+34416,2024-04-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.611,False,Condensation warning cleared after dehumidifier ramp-up.
+34417,2024-04-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.398,False,Short-lived packet loss observed at edge gateway gw-02.
+34418,2024-04-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.489,False,Bearing temperature rising faster than baseline on spindle cell.
+34419,2024-04-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.763,True,Telemetry quality flag downgraded during sensor self-test window.
+34420,2024-04-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.166,False,Sensor enclosure opened for manual calibration verification.
+34421,2024-04-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.955,False,Edge collector replayed buffered events after network recovery.
+34422,2024-04-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.132,False,Edge collector replayed buffered events after network recovery.
+34423,2024-04-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.374,True,Bearing temperature rising faster than baseline on spindle cell.
+34424,2024-04-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.941,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34425,2024-04-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Thermal overshoot event coincided with recipe change on furnace.
+34426,2024-04-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.855,False,Thermal overshoot event coincided with recipe change on furnace.
+34427,2024-04-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.223,True,Heat-treat furnace door cycling increased localized temperature spikes.
+34428,2024-04-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.641,False,Humidity excursion near finishing booth during coating run.
+34429,2024-04-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Night shift startup produced higher than normal vibration floor.
+34430,2024-04-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.226,False,Maintenance crew confirmed lubrication interval was missed.
+34431,2024-04-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.156,True,Sensor 3 drift suspected after cross-check with manual gauge.
+34432,2024-04-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.944,False,Vibration harmonics broadened during extended production run.
+34433,2024-04-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Pressure line purge completed before restart authorization.
+34434,2024-04-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.891,False,Maintenance scheduler deferred calibration due to spare shortage.
+34435,2024-04-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.948,True,Thermal ramp exceeded expected warmup curve before shift start.
+34436,2024-04-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.368,False,Sensor enclosure opened for manual calibration verification.
+34437,2024-04-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Supervisory alert generated after three consecutive threshold breaches.
+34438,2024-04-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.74,False,Maintenance note logged for coupling imbalance inspection.
+34439,2024-04-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.281,True,Pressure line purge completed before restart authorization.
+34440,2024-04-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.648,False,Air handler maintenance reduced humidity variance on finishing line.
+34441,2024-04-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Machine throughput increase drove sustained pressure uplift.
+34442,2024-04-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.418,False,Dust extraction fan offline for 18 minutes on line finishing.
+34443,2024-04-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.905,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+34444,2024-04-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.391,False,Humidity climbed during dock-door open period in afternoon shift.
+34445,2024-04-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Sensor signal clipping observed during startup surge.
+34446,2024-04-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.321,False,Calibration check overdue by 11 days for press-line transducer.
+34447,2024-04-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.118,True,Air handler maintenance reduced humidity variance on finishing line.
+34448,2024-04-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.458,False,Sensor signal clipping observed during startup surge.
+34449,2024-04-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Quality team requested trace review for lot 24-118B.
+34450,2024-04-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.706,False,Air handler maintenance reduced humidity variance on finishing line.
+34451,2024-04-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.075,True,Night shift startup produced higher than normal vibration floor.
+34452,2024-04-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.787,False,Edge collector replayed buffered events after network recovery.
+34453,2024-04-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Condensation warning cleared after dehumidifier ramp-up.
+34454,2024-04-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.78,False,Operator reset acknowledged after red-tag inspection.
+34455,2024-04-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.405,True,Humidity excursion near finishing booth during coating run.
+34456,2024-04-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.619,False,Operator reported intermittent chatter on machine CNC-04.
+34457,2024-04-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Calibration check overdue by 11 days for press-line transducer.
+34458,2024-04-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.123,False,Unbalanced load introduced cyclical pressure ripple.
+34459,2024-04-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.812,True,Humidity readings track seasonal rise across late spring.
+34460,2024-04-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.224,False,Reliability engineer tagged sample window for model retraining.
+34461,2024-04-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Humidity climbed during dock-door open period in afternoon shift.
+34462,2024-04-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.418,False,Operator reset acknowledged after red-tag inspection.
+34463,2024-04-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.557,True,Pressure settled back to nominal after valve reseat.
+34464,2024-04-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.32,False,Night shift startup produced higher than normal vibration floor.
+34465,2024-04-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Night shift startup produced higher than normal vibration floor.
+34466,2024-04-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.93,False,Sensor battery health remains nominal after firmware update.
+34467,2024-04-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.018,True,Vibration baseline recovered after tool holder replacement.
+34468,2024-04-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.353,False,Maintenance crew confirmed lubrication interval was missed.
+34469,2024-04-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.437,False,Pressure settled back to nominal after valve reseat.
+34470,2024-04-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.014,False,Hydraulic line pressure oscillation detected under load.
+34471,2024-04-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.552,True,Shift handoff note referenced unusual noise near press enclosure.
+34472,2024-04-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.242,False,Machine throughput increase drove sustained pressure uplift.
+34473,2024-04-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34474,2024-04-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.405,False,Telemetry quality flag downgraded during sensor self-test window.
+34475,2024-04-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.233,True,Vibration baseline recovered after tool holder replacement.
+34476,2024-04-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.391,False,Night shift startup produced higher than normal vibration floor.
+34477,2024-04-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Thermal overshoot event coincided with recipe change on furnace.
+34478,2024-04-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.598,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34479,2024-04-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.965,True,Humidity climbed during dock-door open period in afternoon shift.
+34480,2024-04-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.136,False,Machine throughput increase drove sustained pressure uplift.
+34481,2024-04-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Packaging line stop reduced adjacent vibration background.
+34482,2024-04-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.175,False,Edge collector replayed buffered events after network recovery.
+34483,2024-04-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.161,True,Anomaly review flagged possible bearing wear progression.
+34484,2024-04-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.59,False,Bearing temperature rising faster than baseline on spindle cell.
+34485,2024-04-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.471,False,Night shift startup produced higher than normal vibration floor.
+34486,2024-04-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.528,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34487,2024-04-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.346,True,SCADA backfill inserted two delayed telemetry points.
+34488,2024-04-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.686,False,Pressure line purge completed before restart authorization.
+34489,2024-04-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.968,False,Maintenance note logged for coupling imbalance inspection.
+34490,2024-04-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.86,False,Packaging line stop reduced adjacent vibration background.
+34491,2024-04-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.07,True,Heat-treat furnace door cycling increased localized temperature spikes.
+34492,2024-04-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.429,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34493,2024-04-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,SCADA backfill inserted two delayed telemetry points.
+34494,2024-04-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.21,False,Humidity climbed during dock-door open period in afternoon shift.
+34495,2024-04-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.554,True,Telemetry quality flag downgraded during sensor self-test window.
+34496,2024-04-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.129,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34497,2024-04-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34498,2024-04-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.308,False,Warning threshold updated for pilot predictive-maintenance model.
+34499,2024-04-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.591,True,Air handler maintenance reduced humidity variance on finishing line.
+34500,2024-04-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.258,False,Quality hold reduced finishing booth activity for one shift.
+34501,2024-04-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Quality hold reduced finishing booth activity for one shift.
+34502,2024-04-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.421,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34503,2024-04-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.556,True,Press cycle dwell time lengthened during high-volume batch.
+34504,2024-04-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.545,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34505,2024-04-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Quality team requested trace review for lot 24-118B.
+34506,2024-04-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.884,False,Short-lived packet loss observed at edge gateway gw-02.
+34507,2024-04-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.382,True,Humidity excursion near finishing booth during coating run.
+34508,2024-04-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.911,False,Press cycle dwell time lengthened during high-volume batch.
+34509,2024-04-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.35,False,Humidity readings track seasonal rise across late spring.
+34510,2024-04-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Pressure peak corresponds to oversized billet batch processing.
+34511,2024-04-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.28,True,Maintenance crew confirmed lubrication interval was missed.
+34512,2024-04-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.716,False,Temporary gateway failover completed without data loss.
+34513,2024-04-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.366,False,Maintenance scheduler deferred calibration due to spare shortage.
+34514,2024-04-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.475,False,Press cycle dwell time lengthened during high-volume batch.
+34515,2024-04-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.907,True,Pressure peak corresponds to oversized billet batch processing.
+34516,2024-04-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.435,False,Press cycle dwell time lengthened during high-volume batch.
+34517,2024-04-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.186,False,Maintenance scheduler deferred calibration due to spare shortage.
+34518,2024-04-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.621,False,Sensor signal clipping observed during startup surge.
+34519,2024-04-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.303,True,Humidity baseline improved after seal replacement.
+34520,2024-04-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.1,False,Operator reset acknowledged after red-tag inspection.
+34521,2024-04-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.217,False,Transient outlier matched forklift impact near cabinet wall.
+34522,2024-04-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.093,False,Press cycle dwell time lengthened during high-volume batch.
+34523,2024-04-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.152,True,Temporary gateway failover completed without data loss.
+34524,2024-04-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.721,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34525,2024-04-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Pressure peak corresponds to oversized billet batch processing.
+34526,2024-04-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.653,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34527,2024-04-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.581,True,Ambient temperature stabilized after HVAC stage-two engagement.
+34528,2024-04-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,31.483,False,Supervisory alert generated after three consecutive threshold breaches.
+34529,2024-04-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Transient outlier matched forklift impact near cabinet wall.
+34530,2024-04-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.833,False,Thermal overshoot event coincided with recipe change on furnace.
+34531,2024-04-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.118,True,Edge collector replayed buffered events after network recovery.
+34532,2024-04-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.759,False,Short-lived packet loss observed at edge gateway gw-02.
+34533,2024-04-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Sensor heartbeat delayed by one interval after gateway retry.
+34534,2024-04-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.438,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34535,2024-04-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.971,True,Humidity excursion near finishing booth during coating run.
+34536,2024-04-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.681,False,Humidity readings track seasonal rise across late spring.
+34537,2024-04-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.281,False,Maintenance scheduler deferred calibration due to spare shortage.
+34538,2024-04-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.129,False,Temperature variance narrowed after coolant nozzle cleaning.
+34539,2024-04-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.836,True,Machine idle period extended during planned sanitation window.
+34540,2024-04-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34541,2024-04-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.301,False,Night shift startup produced higher than normal vibration floor.
+34542,2024-04-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.141,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34543,2024-04-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.676,True,Maintenance crew confirmed lubrication interval was missed.
+34544,2024-04-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.443,False,Anomaly review flagged possible bearing wear progression.
+34545,2024-04-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Packaging line stop reduced adjacent vibration background.
+34546,2024-04-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.817,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34547,2024-04-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.755,True,Dust extraction fan offline for 18 minutes on line finishing.
+34548,2024-04-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.292,False,Warning threshold updated for pilot predictive-maintenance model.
+34549,2024-04-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Warning threshold updated for pilot predictive-maintenance model.
+34550,2024-04-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.764,False,Humidity readings track seasonal rise across late spring.
+34551,2024-04-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.289,True,Sensor signal clipping observed during startup surge.
+34552,2024-04-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.673,False,Temporary gateway failover completed without data loss.
+34553,2024-04-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.991,False,Supervisory alert generated after three consecutive threshold breaches.
+34554,2024-04-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.058,False,Sensor heartbeat delayed by one interval after gateway retry.
+34555,2024-04-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.898,True,Temperature variance narrowed after coolant nozzle cleaning.
+34556,2024-04-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.518,False,Vibration baseline recovered after tool holder replacement.
+34557,2024-04-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Machine throughput increase drove sustained pressure uplift.
+34558,2024-04-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.78,False,Pressure line purge completed before restart authorization.
+34559,2024-04-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.065,True,Supervisory alert generated after three consecutive threshold breaches.
+34560,2024-04-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,52.158,False,Coolant loop adjustment reduced chamber temperature spread.
+34561,2024-04-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Sensor battery health remains nominal after firmware update.
+34562,2024-04-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.801,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34563,2024-04-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Hydraulic line pressure oscillation detected under load.
+34564,2024-04-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.934,False,Maintenance note logged for coupling imbalance inspection.
+34565,2024-04-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Air handler maintenance reduced humidity variance on finishing line.
+34566,2024-04-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.74,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34567,2024-04-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Anomaly review flagged possible bearing wear progression.
+34568,2024-04-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.759,False,Humidity baseline improved after seal replacement.
+34569,2024-04-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.411,False,Press cycle dwell time lengthened during high-volume batch.
+34570,2024-04-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.329,False,Condensation warning cleared after dehumidifier ramp-up.
+34571,2024-04-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Telemetry quality flag downgraded during sensor self-test window.
+34572,2024-04-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.946,False,SCADA backfill inserted two delayed telemetry points.
+34573,2024-04-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Quality hold reduced finishing booth activity for one shift.
+34574,2024-04-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.435,False,Sensor battery health remains nominal after firmware update.
+34575,2024-04-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.85,False,Telemetry quality flag downgraded during sensor self-test window.
+34576,2024-04-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.407,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34577,2024-04-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.601,False,Vibration baseline recovered after tool holder replacement.
+34578,2024-04-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Air handler maintenance reduced humidity variance on finishing line.
+34579,2024-04-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.643,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34580,2024-04-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.471,False,Press cycle dwell time lengthened during high-volume batch.
+34581,2024-04-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Vibration burst exceeds envelope during tool change cycle.
+34582,2024-04-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.821,False,Calibration check overdue by 11 days for press-line transducer.
+34583,2024-04-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Edge collector replayed buffered events after network recovery.
+34584,2024-04-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.478,False,Quality hold reduced finishing booth activity for one shift.
+34585,2024-04-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.487,False,Pressure settled back to nominal after valve reseat.
+34586,2024-04-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.272,False,Warning threshold updated for pilot predictive-maintenance model.
+34587,2024-04-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Maintenance note logged for coupling imbalance inspection.
+34588,2024-04-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.774,False,Pressure peak corresponds to oversized billet batch processing.
+34589,2024-04-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Supervisory alert generated after three consecutive threshold breaches.
+34590,2024-04-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.435,False,Night shift startup produced higher than normal vibration floor.
+34591,2024-04-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Humidity excursion near finishing booth during coating run.
+34592,2024-04-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.315,False,Thermal ramp exceeded expected warmup curve before shift start.
+34593,2024-04-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34594,2024-04-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.781,False,Warning threshold updated for pilot predictive-maintenance model.
+34595,2024-04-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Supervisory alert generated after three consecutive threshold breaches.
+34596,2024-04-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.05,False,Pressure peak corresponds to oversized billet batch processing.
+34597,2024-04-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Temperature variance narrowed after coolant nozzle cleaning.
+34598,2024-04-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.668,False,Thermal overshoot event coincided with recipe change on furnace.
+34599,2024-04-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Humidity baseline improved after seal replacement.
+34600,2024-04-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.1,False,Transient outlier matched forklift impact near cabinet wall.
+34601,2024-04-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.939,False,Temperature remained elevated during unscheduled overtime run.
+34602,2024-04-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.166,False,Quality team requested trace review for lot 24-118B.
+34603,2024-04-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.817,False,Calibration check overdue by 11 days for press-line transducer.
+34604,2024-04-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.36,False,Press cycle dwell time lengthened during high-volume batch.
+34605,2024-04-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Air handler maintenance reduced humidity variance on finishing line.
+34606,2024-04-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.305,False,Thermal overshoot event coincided with recipe change on furnace.
+34607,2024-04-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.708,False,Pressure line purge completed before restart authorization.
+34608,2024-04-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.285,False,Supervisory alert generated after three consecutive threshold breaches.
+34609,2024-04-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.768,False,Anomaly review flagged possible bearing wear progression.
+34610,2024-04-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.051,False,Operator reported intermittent chatter on machine CNC-04.
+34611,2024-04-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.552,False,Dust extraction fan offline for 18 minutes on line finishing.
+34612,2024-04-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.365,False,Temperature remained elevated during unscheduled overtime run.
+34613,2024-04-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.732,False,Condensation warning cleared after dehumidifier ramp-up.
+34614,2024-04-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.297,False,Edge collector replayed buffered events after network recovery.
+34615,2024-04-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.37,False,Short-lived packet loss observed at edge gateway gw-02.
+34616,2024-04-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,35.998,False,Quality team requested trace review for lot 24-118B.
+34617,2024-04-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.53,False,Sensor battery health remains nominal after firmware update.
+34618,2024-04-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.305,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34619,2024-04-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Hydraulic line pressure oscillation detected under load.
+34620,2024-04-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.82,False,Supervisory alert generated after three consecutive threshold breaches.
+34621,2024-04-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.428,False,Sensor heartbeat delayed by one interval after gateway retry.
+34622,2024-04-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Humidity excursion near finishing booth during coating run.
+34623,2024-04-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.003,False,Night shift startup produced higher than normal vibration floor.
+34624,2024-04-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.395,False,Vibration baseline recovered after tool holder replacement.
+34625,2024-04-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.763,False,Press cycle dwell time lengthened during high-volume batch.
+34626,2024-04-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.672,False,Humidity excursion near finishing booth during coating run.
+34627,2024-04-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.032,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34628,2024-04-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.192,False,Short-lived packet loss observed at edge gateway gw-02.
+34629,2024-04-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.891,False,Maintenance note logged for coupling imbalance inspection.
+34630,2024-04-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.846,False,Machine idle period extended during planned sanitation window.
+34631,2024-04-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.033,False,Quality hold reduced finishing booth activity for one shift.
+34632,2024-04-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.405,False,Maintenance note logged for coupling imbalance inspection.
+34633,2024-04-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.928,False,Operator reset acknowledged after red-tag inspection.
+34634,2024-04-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.492,False,Maintenance note logged for coupling imbalance inspection.
+34635,2024-04-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Humidity readings track seasonal rise across late spring.
+34636,2024-04-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.272,False,Maintenance scheduler deferred calibration due to spare shortage.
+34637,2024-04-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Night shift startup produced higher than normal vibration floor.
+34638,2024-04-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.555,False,Air handler maintenance reduced humidity variance on finishing line.
+34639,2024-04-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.264,False,Condensation warning cleared after dehumidifier ramp-up.
+34640,2024-04-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.157,False,Quality hold reduced finishing booth activity for one shift.
+34641,2024-04-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.3,False,Bearing temperature rising faster than baseline on spindle cell.
+34642,2024-04-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.338,False,Vibration burst exceeds envelope during tool change cycle.
+34643,2024-04-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.175,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34644,2024-04-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.408,False,Calibration check overdue by 11 days for press-line transducer.
+34645,2024-04-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.088,False,Vibration harmonics broadened during extended production run.
+34646,2024-04-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.582,False,Pressure settled back to nominal after valve reseat.
+34647,2024-04-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.308,False,Warning threshold updated for pilot predictive-maintenance model.
+34648,2024-04-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.917,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34649,2024-04-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Condensation warning cleared after dehumidifier ramp-up.
+34650,2024-04-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.116,False,Humidity excursion near finishing booth during coating run.
+34651,2024-04-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.928,False,Calibration check overdue by 11 days for press-line transducer.
+34652,2024-04-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.771,False,Humidity excursion near finishing booth during coating run.
+34653,2024-04-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.167,False,Bearing temperature rising faster than baseline on spindle cell.
+34654,2024-04-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.344,False,Sensor battery health remains nominal after firmware update.
+34655,2024-04-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Edge collector replayed buffered events after network recovery.
+34656,2024-04-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.861,False,Telemetry quality flag downgraded during sensor self-test window.
+34657,2024-04-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Edge collector replayed buffered events after network recovery.
+34658,2024-04-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.484,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34659,2024-04-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Shift handoff note referenced unusual noise near press enclosure.
+34660,2024-04-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.917,False,Packaging line stop reduced adjacent vibration background.
+34661,2024-04-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34662,2024-04-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.434,False,Hydraulic line pressure oscillation detected under load.
+34663,2024-04-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Packaging line stop reduced adjacent vibration background.
+34664,2024-04-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.536,False,Humidity readings track seasonal rise across late spring.
+34665,2024-04-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Telemetry quality flag downgraded during sensor self-test window.
+34666,2024-04-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.621,False,Thermal overshoot event coincided with recipe change on furnace.
+34667,2024-04-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.548,False,Supervisory alert generated after three consecutive threshold breaches.
+34668,2024-04-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.971,False,Temporary gateway failover completed without data loss.
+34669,2024-04-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.432,False,Machine idle period extended during planned sanitation window.
+34670,2024-04-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.835,False,Machine throughput increase drove sustained pressure uplift.
+34671,2024-04-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.147,False,Temperature remained elevated during unscheduled overtime run.
+34672,2024-04-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.176,False,Humidity climbed during dock-door open period in afternoon shift.
+34673,2024-04-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,SCADA backfill inserted two delayed telemetry points.
+34674,2024-04-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.536,False,Humidity excursion near finishing booth during coating run.
+34675,2024-04-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.825,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34676,2024-04-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.748,False,Bearing temperature rising faster than baseline on spindle cell.
+34677,2024-04-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.437,False,Anomaly review flagged possible bearing wear progression.
+34678,2024-04-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.696,False,Sensor heartbeat delayed by one interval after gateway retry.
+34679,2024-04-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.88,False,Machine throughput increase drove sustained pressure uplift.
+34680,2024-04-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34681,2024-04-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Edge collector replayed buffered events after network recovery.
+34682,2024-04-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.263,False,Quality hold reduced finishing booth activity for one shift.
+34683,2024-04-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.7,False,Operator reported intermittent chatter on machine CNC-04.
+34684,2024-04-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.016,False,Unbalanced load introduced cyclical pressure ripple.
+34685,2024-04-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.838,False,Night shift startup produced higher than normal vibration floor.
+34686,2024-04-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.904,False,Vibration burst exceeds envelope during tool change cycle.
+34687,2024-04-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.5,False,Press cycle dwell time lengthened during high-volume batch.
+34688,2024-04-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.636,False,Pressure line purge completed before restart authorization.
+34689,2024-04-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34690,2024-04-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.861,False,Packaging line stop reduced adjacent vibration background.
+34691,2024-04-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Humidity baseline improved after seal replacement.
+34692,2024-04-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.536,False,Calibration check overdue by 11 days for press-line transducer.
+34693,2024-04-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34694,2024-04-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.43,False,Air handler maintenance reduced humidity variance on finishing line.
+34695,2024-04-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.114,False,Thermal overshoot event coincided with recipe change on furnace.
+34696,2024-04-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34697,2024-04-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Sensor heartbeat delayed by one interval after gateway retry.
+34698,2024-04-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.765,False,Calibration check overdue by 11 days for press-line transducer.
+34699,2024-04-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Calibration check overdue by 11 days for press-line transducer.
+34700,2024-04-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.28,False,Machine idle period extended during planned sanitation window.
+34701,2024-04-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.94,False,Supervisory alert generated after three consecutive threshold breaches.
+34702,2024-04-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.35,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34703,2024-04-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.956,False,Dust extraction fan offline for 18 minutes on line finishing.
+34704,2024-04-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.529,False,Bearing temperature rising faster than baseline on spindle cell.
+34705,2024-04-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Press cycle dwell time lengthened during high-volume batch.
+34706,2024-04-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.294,False,Sensor battery health remains nominal after firmware update.
+34707,2024-04-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.348,False,Maintenance note logged for coupling imbalance inspection.
+34708,2024-04-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.491,False,Night shift startup produced higher than normal vibration floor.
+34709,2024-04-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Pressure peak corresponds to oversized billet batch processing.
+34710,2024-04-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.786,False,Vibration burst exceeds envelope during tool change cycle.
+34711,2024-04-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Dust extraction fan offline for 18 minutes on line finishing.
+34712,2024-04-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.841,False,Calibration check overdue by 11 days for press-line transducer.
+34713,2024-04-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Maintenance scheduler deferred calibration due to spare shortage.
+34714,2024-04-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.06,False,Short-lived packet loss observed at edge gateway gw-02.
+34715,2024-04-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.924,False,Vibration baseline recovered after tool holder replacement.
+34716,2024-04-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.18,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34717,2024-04-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.708,False,Temperature remained elevated during unscheduled overtime run.
+34718,2024-04-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.23,False,Transient outlier matched forklift impact near cabinet wall.
+34719,2024-04-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.403,False,Sensor enclosure opened for manual calibration verification.
+34720,2024-04-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.475,False,Humidity baseline improved after seal replacement.
+34721,2024-04-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34722,2024-04-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.114,False,Unbalanced load introduced cyclical pressure ripple.
+34723,2024-04-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.279,False,Sensor signal clipping observed during startup surge.
+34724,2024-04-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.999,False,Pressure line purge completed before restart authorization.
+34725,2024-04-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.041,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34726,2024-04-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.29,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34727,2024-04-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34728,2024-04-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.176,False,Humidity excursion near finishing booth during coating run.
+34729,2024-04-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34730,2024-04-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.929,False,Bearing temperature rising faster than baseline on spindle cell.
+34731,2024-04-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Pressure line purge completed before restart authorization.
+34732,2024-04-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.279,False,Dust extraction fan offline for 18 minutes on line finishing.
+34733,2024-04-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Thermal overshoot event coincided with recipe change on furnace.
+34734,2024-04-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.398,False,Calibration check overdue by 11 days for press-line transducer.
+34735,2024-04-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Thermal ramp exceeded expected warmup curve before shift start.
+34736,2024-04-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.053,False,Vibration baseline recovered after tool holder replacement.
+34737,2024-04-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.344,False,Transient outlier matched forklift impact near cabinet wall.
+34738,2024-04-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.906,False,Temperature remained elevated during unscheduled overtime run.
+34739,2024-04-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.105,False,Pressure line purge completed before restart authorization.
+34740,2024-04-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.869,False,Telemetry quality flag downgraded during sensor self-test window.
+34741,2024-04-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Pressure peak corresponds to oversized billet batch processing.
+34742,2024-04-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.124,False,Warning threshold updated for pilot predictive-maintenance model.
+34743,2024-04-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.33,False,Vibration baseline recovered after tool holder replacement.
+34744,2024-04-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.292,False,Dust extraction fan offline for 18 minutes on line finishing.
+34745,2024-04-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.758,False,Pressure peak corresponds to oversized billet batch processing.
+34746,2024-04-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.943,False,Warning threshold updated for pilot predictive-maintenance model.
+34747,2024-04-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.896,False,Supervisory alert generated after three consecutive threshold breaches.
+34748,2024-04-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.007,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34749,2024-04-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.537,False,Coolant loop adjustment reduced chamber temperature spread.
+34750,2024-04-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.795,False,Thermal overshoot event coincided with recipe change on furnace.
+34751,2024-04-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.647,False,Humidity climbed during dock-door open period in afternoon shift.
+34752,2024-04-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.575,False,Quality team requested trace review for lot 24-118B.
+34753,2024-04-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.831,False,Packaging line stop reduced adjacent vibration background.
+34754,2024-04-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.2,False,Unbalanced load introduced cyclical pressure ripple.
+34755,2024-04-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.459,False,Quality hold reduced finishing booth activity for one shift.
+34756,2024-04-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.927,False,Machine idle period extended during planned sanitation window.
+34757,2024-04-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.066,False,Sensor battery health remains nominal after firmware update.
+34758,2024-04-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.022,False,Vibration burst exceeds envelope during tool change cycle.
+34759,2024-04-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Operator reset acknowledged after red-tag inspection.
+34760,2024-04-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.2,False,Machine throughput increase drove sustained pressure uplift.
+34761,2024-04-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Machine idle period extended during planned sanitation window.
+34762,2024-04-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.483,False,Quality team requested trace review for lot 24-118B.
+34763,2024-04-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.143,False,Coolant loop adjustment reduced chamber temperature spread.
+34764,2024-04-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.538,False,Vibration baseline recovered after tool holder replacement.
+34765,2024-04-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Vibration baseline recovered after tool holder replacement.
+34766,2024-04-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Air handler maintenance reduced humidity variance on finishing line.
+34767,2024-04-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.857,False,Humidity excursion near finishing booth during coating run.
+34768,2024-04-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.202,False,Telemetry quality flag downgraded during sensor self-test window.
+34769,2024-04-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.533,False,Coolant loop adjustment reduced chamber temperature spread.
+34770,2024-04-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.798,False,Temporary gateway failover completed without data loss.
+34771,2024-04-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Thermal ramp exceeded expected warmup curve before shift start.
+34772,2024-04-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.727,False,Short-lived packet loss observed at edge gateway gw-02.
+34773,2024-04-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,SCADA backfill inserted two delayed telemetry points.
+34774,2024-04-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.735,False,Supervisory alert generated after three consecutive threshold breaches.
+34775,2024-04-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.025,False,Sensor enclosure opened for manual calibration verification.
+34776,2024-04-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.939,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34777,2024-04-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Pressure peak corresponds to oversized billet batch processing.
+34778,2024-04-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.734,False,Hydraulic line pressure oscillation detected under load.
+34779,2024-04-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Edge collector replayed buffered events after network recovery.
+34780,2024-04-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.064,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34781,2024-04-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Humidity readings track seasonal rise across late spring.
+34782,2024-04-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.341,False,Sensor enclosure opened for manual calibration verification.
+34783,2024-04-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Humidity excursion near finishing booth during coating run.
+34784,2024-04-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.633,False,Packaging line stop reduced adjacent vibration background.
+34785,2024-04-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34786,2024-04-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.063,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34787,2024-04-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.294,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34788,2024-04-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Pressure peak corresponds to oversized billet batch processing.
+34789,2024-04-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.764,False,Thermal overshoot event coincided with recipe change on furnace.
+34790,2024-04-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.438,False,Quality hold reduced finishing booth activity for one shift.
+34791,2024-04-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.274,False,SCADA backfill inserted two delayed telemetry points.
+34792,2024-04-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.16,False,Humidity readings track seasonal rise across late spring.
+34793,2024-04-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.466,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34794,2024-04-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.073,False,Unbalanced load introduced cyclical pressure ripple.
+34795,2024-04-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Reliability engineer tagged sample window for model retraining.
+34796,2024-04-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.803,False,Humidity readings track seasonal rise across late spring.
+34797,2024-04-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Humidity baseline improved after seal replacement.
+34798,2024-04-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Humidity baseline improved after seal replacement.
+34799,2024-04-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Humidity readings track seasonal rise across late spring.
+34800,2024-04-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.013,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34801,2024-04-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Vibration burst exceeds envelope during tool change cycle.
+34802,2024-04-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.167,False,Warning threshold updated for pilot predictive-maintenance model.
+34803,2024-04-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Maintenance scheduler deferred calibration due to spare shortage.
+34804,2024-04-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.436,False,Thermal overshoot event coincided with recipe change on furnace.
+34805,2024-04-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Machine idle period extended during planned sanitation window.
+34806,2024-04-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.332,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34807,2024-04-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.057,False,Quality hold reduced finishing booth activity for one shift.
+34808,2024-04-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.896,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34809,2024-04-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Machine idle period extended during planned sanitation window.
+34810,2024-04-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.549,False,Unbalanced load introduced cyclical pressure ripple.
+34811,2024-04-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.678,False,Reliability engineer tagged sample window for model retraining.
+34812,2024-04-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.566,False,Vibration harmonics broadened during extended production run.
+34813,2024-04-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.482,False,Short-lived packet loss observed at edge gateway gw-02.
+34814,2024-04-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.511,False,Anomaly review flagged possible bearing wear progression.
+34815,2024-04-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.675,False,SCADA backfill inserted two delayed telemetry points.
+34816,2024-04-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.895,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34817,2024-04-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Anomaly review flagged possible bearing wear progression.
+34818,2024-04-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.852,False,Thermal ramp exceeded expected warmup curve before shift start.
+34819,2024-04-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Anomaly review flagged possible bearing wear progression.
+34820,2024-04-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.282,False,Telemetry quality flag downgraded during sensor self-test window.
+34821,2024-04-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Humidity baseline improved after seal replacement.
+34822,2024-04-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.887,False,Bearing temperature rising faster than baseline on spindle cell.
+34823,2024-04-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34824,2024-04-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.081,False,Unbalanced load introduced cyclical pressure ripple.
+34825,2024-04-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Anomaly review flagged possible bearing wear progression.
+34826,2024-04-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.439,False,Quality team requested trace review for lot 24-118B.
+34827,2024-04-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.486,False,Anomaly review flagged possible bearing wear progression.
+34828,2024-04-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.112,False,Shift handoff note referenced unusual noise near press enclosure.
+34829,2024-04-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Telemetry quality flag downgraded during sensor self-test window.
+34830,2024-04-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.475,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34831,2024-04-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.359,False,Hydraulic line pressure oscillation detected under load.
+34832,2024-04-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.642,False,Humidity baseline improved after seal replacement.
+34833,2024-04-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.741,False,Calibration check overdue by 11 days for press-line transducer.
+34834,2024-04-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.308,False,SCADA backfill inserted two delayed telemetry points.
+34835,2024-04-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.989,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34836,2024-04-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.385,False,Unbalanced load introduced cyclical pressure ripple.
+34837,2024-04-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Pressure settled back to nominal after valve reseat.
+34838,2024-04-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.853,False,Bearing temperature rising faster than baseline on spindle cell.
+34839,2024-04-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34840,2024-04-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.339,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34841,2024-04-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.24,False,Quality hold reduced finishing booth activity for one shift.
+34842,2024-04-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.964,False,Thermal overshoot event coincided with recipe change on furnace.
+34843,2024-04-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Maintenance scheduler deferred calibration due to spare shortage.
+34844,2024-04-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.25,False,Humidity readings track seasonal rise across late spring.
+34845,2024-04-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.469,False,Calibration check overdue by 11 days for press-line transducer.
+34846,2024-04-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.284,False,Shift handoff note referenced unusual noise near press enclosure.
+34847,2024-04-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.921,False,Thermal overshoot event coincided with recipe change on furnace.
+34848,2024-04-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.211,False,Machine idle period extended during planned sanitation window.
+34849,2024-05-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Operator reset acknowledged after red-tag inspection.
+34850,2024-05-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.607,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34851,2024-05-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.984,False,Hydraulic line pressure oscillation detected under load.
+34852,2024-05-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.387,False,Pressure line purge completed before restart authorization.
+34853,2024-05-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.599,False,Telemetry quality flag downgraded during sensor self-test window.
+34854,2024-05-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.999,False,Supervisory alert generated after three consecutive threshold breaches.
+34855,2024-05-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.098,False,Transient outlier matched forklift impact near cabinet wall.
+34856,2024-05-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.074,False,Night shift startup produced higher than normal vibration floor.
+34857,2024-05-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.232,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34858,2024-05-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.393,False,Vibration baseline recovered after tool holder replacement.
+34859,2024-05-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Humidity excursion near finishing booth during coating run.
+34860,2024-05-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34861,2024-05-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34862,2024-05-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.096,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34863,2024-05-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Pressure settled back to nominal after valve reseat.
+34864,2024-05-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.233,False,Coolant loop adjustment reduced chamber temperature spread.
+34865,2024-05-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Humidity baseline improved after seal replacement.
+34866,2024-05-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.783,False,Temperature remained elevated during unscheduled overtime run.
+34867,2024-05-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.903,False,Machine throughput increase drove sustained pressure uplift.
+34868,2024-05-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.188,False,Condensation warning cleared after dehumidifier ramp-up.
+34869,2024-05-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.695,False,Machine throughput increase drove sustained pressure uplift.
+34870,2024-05-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.566,False,Heat-treat furnace door cycling increased localized temperature spikes.
+34871,2024-05-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.835,False,Condensation warning cleared after dehumidifier ramp-up.
+34872,2024-05-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.969,False,Packaging line stop reduced adjacent vibration background.
+34873,2024-05-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34874,2024-05-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.351,False,Packaging line stop reduced adjacent vibration background.
+34875,2024-05-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.562,False,Temporary gateway failover completed without data loss.
+34876,2024-05-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.321,False,Operator reported intermittent chatter on machine CNC-04.
+34877,2024-05-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34878,2024-05-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.671,False,Maintenance crew confirmed lubrication interval was missed.
+34879,2024-05-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.591,False,Vibration baseline recovered after tool holder replacement.
+34880,2024-05-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.034,False,Machine throughput increase drove sustained pressure uplift.
+34881,2024-05-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Reliability engineer tagged sample window for model retraining.
+34882,2024-05-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.386,False,Condensation warning cleared after dehumidifier ramp-up.
+34883,2024-05-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.082,False,Condensation warning cleared after dehumidifier ramp-up.
+34884,2024-05-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.969,False,Condensation warning cleared after dehumidifier ramp-up.
+34885,2024-05-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.744,False,Anomaly review flagged possible bearing wear progression.
+34886,2024-05-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.025,False,Vibration harmonics broadened during extended production run.
+34887,2024-05-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Short-lived packet loss observed at edge gateway gw-02.
+34888,2024-05-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.588,False,Maintenance scheduler deferred calibration due to spare shortage.
+34889,2024-05-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.594,False,Telemetry quality flag downgraded during sensor self-test window.
+34890,2024-05-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.084,False,Quality hold reduced finishing booth activity for one shift.
+34891,2024-05-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.005,False,Edge collector replayed buffered events after network recovery.
+34892,2024-05-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.507,False,Sensor enclosure opened for manual calibration verification.
+34893,2024-05-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.652,False,Maintenance note logged for coupling imbalance inspection.
+34894,2024-05-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.618,False,Supervisory alert generated after three consecutive threshold breaches.
+34895,2024-05-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.523,False,Humidity climbed during dock-door open period in afternoon shift.
+34896,2024-05-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.27,False,Humidity climbed during dock-door open period in afternoon shift.
+34897,2024-05-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Thermal ramp exceeded expected warmup curve before shift start.
+34898,2024-05-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.547,False,Temporary gateway failover completed without data loss.
+34899,2024-05-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Bearing temperature rising faster than baseline on spindle cell.
+34900,2024-05-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.502,False,Humidity excursion near finishing booth during coating run.
+34901,2024-05-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.819,False,Pressure line purge completed before restart authorization.
+34902,2024-05-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.17,False,Coolant loop adjustment reduced chamber temperature spread.
+34903,2024-05-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Vibration burst exceeds envelope during tool change cycle.
+34904,2024-05-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.973,False,Quality hold reduced finishing booth activity for one shift.
+34905,2024-05-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Vibration baseline recovered after tool holder replacement.
+34906,2024-05-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.168,False,Thermal ramp exceeded expected warmup curve before shift start.
+34907,2024-05-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.389,False,Temperature variance narrowed after coolant nozzle cleaning.
+34908,2024-05-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.888,False,Machine throughput increase drove sustained pressure uplift.
+34909,2024-05-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.295,False,Maintenance scheduler deferred calibration due to spare shortage.
+34910,2024-05-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.467,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+34911,2024-05-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.285,False,Maintenance note logged for coupling imbalance inspection.
+34912,2024-05-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.232,False,Pressure line purge completed before restart authorization.
+34913,2024-05-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.233,False,Edge collector replayed buffered events after network recovery.
+34914,2024-05-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.487,False,Maintenance crew confirmed lubrication interval was missed.
+34915,2024-05-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.965,False,Vibration burst exceeds envelope during tool change cycle.
+34916,2024-05-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.865,False,Maintenance crew confirmed lubrication interval was missed.
+34917,2024-05-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.866,False,Maintenance note logged for coupling imbalance inspection.
+34918,2024-05-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.944,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34919,2024-05-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Sensor battery health remains nominal after firmware update.
+34920,2024-05-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.549,False,Humidity climbed during dock-door open period in afternoon shift.
+34921,2024-05-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.837,False,Coolant loop adjustment reduced chamber temperature spread.
+34922,2024-05-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.301,False,Night shift startup produced higher than normal vibration floor.
+34923,2024-05-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.469,False,Shift handoff note referenced unusual noise near press enclosure.
+34924,2024-05-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.792,False,Anomaly review flagged possible bearing wear progression.
+34925,2024-05-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Humidity climbed during dock-door open period in afternoon shift.
+34926,2024-05-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.08,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34927,2024-05-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.702,False,Sensor heartbeat delayed by one interval after gateway retry.
+34928,2024-05-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.357,False,Humidity readings track seasonal rise across late spring.
+34929,2024-05-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.966,False,Coolant loop adjustment reduced chamber temperature spread.
+34930,2024-05-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.122,False,Machine throughput increase drove sustained pressure uplift.
+34931,2024-05-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.532,False,Thermal ramp exceeded expected warmup curve before shift start.
+34932,2024-05-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.409,False,Transient outlier matched forklift impact near cabinet wall.
+34933,2024-05-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.281,False,Machine throughput increase drove sustained pressure uplift.
+34934,2024-05-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.149,False,Dust extraction fan offline for 18 minutes on line finishing.
+34935,2024-05-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.401,False,Anomaly review flagged possible bearing wear progression.
+34936,2024-05-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.753,False,Humidity climbed during dock-door open period in afternoon shift.
+34937,2024-05-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.142,False,Pressure settled back to nominal after valve reseat.
+34938,2024-05-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.156,False,Thermal overshoot event coincided with recipe change on furnace.
+34939,2024-05-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Transient outlier matched forklift impact near cabinet wall.
+34940,2024-05-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.36,False,Sensor signal clipping observed during startup surge.
+34941,2024-05-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.563,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34942,2024-05-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.101,False,Bearing temperature rising faster than baseline on spindle cell.
+34943,2024-05-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.04,False,Maintenance note logged for coupling imbalance inspection.
+34944,2024-05-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.839,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+34945,2024-05-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.942,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34946,2024-05-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.929,False,Thermal overshoot event coincided with recipe change on furnace.
+34947,2024-05-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.93,False,Thermal ramp exceeded expected warmup curve before shift start.
+34948,2024-05-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.926,False,Calibration check overdue by 11 days for press-line transducer.
+34949,2024-05-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Hydraulic line pressure oscillation detected under load.
+34950,2024-05-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.059,False,Packaging line stop reduced adjacent vibration background.
+34951,2024-05-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.292,False,SCADA backfill inserted two delayed telemetry points.
+34952,2024-05-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.623,False,Dust extraction fan offline for 18 minutes on line finishing.
+34953,2024-05-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Humidity climbed during dock-door open period in afternoon shift.
+34954,2024-05-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.723,False,Humidity readings track seasonal rise across late spring.
+34955,2024-05-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,SCADA backfill inserted two delayed telemetry points.
+34956,2024-05-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.48,False,Maintenance crew confirmed lubrication interval was missed.
+34957,2024-05-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.867,False,Air handler maintenance reduced humidity variance on finishing line.
+34958,2024-05-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.357,False,Shift handoff note referenced unusual noise near press enclosure.
+34959,2024-05-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.107,False,Vibration burst exceeds envelope during tool change cycle.
+34960,2024-05-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.786,False,Bearing temperature rising faster than baseline on spindle cell.
+34961,2024-05-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.803,False,Reliability engineer tagged sample window for model retraining.
+34962,2024-05-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.034,False,Coolant loop adjustment reduced chamber temperature spread.
+34963,2024-05-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.461,False,Air handler maintenance reduced humidity variance on finishing line.
+34964,2024-05-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.97,False,Air handler maintenance reduced humidity variance on finishing line.
+34965,2024-05-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.384,False,Humidity baseline improved after seal replacement.
+34966,2024-05-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.67,False,Packaging line stop reduced adjacent vibration background.
+34967,2024-05-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.172,False,Air handler maintenance reduced humidity variance on finishing line.
+34968,2024-05-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.989,False,Shift handoff note referenced unusual noise near press enclosure.
+34969,2024-05-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.876,False,SCADA backfill inserted two delayed telemetry points.
+34970,2024-05-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.837,False,Operator reset acknowledged after red-tag inspection.
+34971,2024-05-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.296,False,Shift handoff note referenced unusual noise near press enclosure.
+34972,2024-05-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.26,False,Quality hold reduced finishing booth activity for one shift.
+34973,2024-05-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.827,False,Humidity baseline improved after seal replacement.
+34974,2024-05-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.121,False,Short-lived packet loss observed at edge gateway gw-02.
+34975,2024-05-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.084,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34976,2024-05-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.236,False,Machine idle period extended during planned sanitation window.
+34977,2024-05-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.002,False,Humidity excursion near finishing booth during coating run.
+34978,2024-05-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.446,False,Pressure peak corresponds to oversized billet batch processing.
+34979,2024-05-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Maintenance note logged for coupling imbalance inspection.
+34980,2024-05-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.964,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+34981,2024-05-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Quality hold reduced finishing booth activity for one shift.
+34982,2024-05-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.37,False,Operator reset acknowledged after red-tag inspection.
+34983,2024-05-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.86,False,Coolant loop adjustment reduced chamber temperature spread.
+34984,2024-05-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.327,False,Temperature remained elevated during unscheduled overtime run.
+34985,2024-05-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,SCADA backfill inserted two delayed telemetry points.
+34986,2024-05-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.019,False,Operator reset acknowledged after red-tag inspection.
+34987,2024-05-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.305,False,Sensor 3 drift suspected after cross-check with manual gauge.
+34988,2024-05-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.304,False,Ambient temperature stabilized after HVAC stage-two engagement.
+34989,2024-05-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.288,False,Edge collector replayed buffered events after network recovery.
+34990,2024-05-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.935,False,Humidity baseline improved after seal replacement.
+34991,2024-05-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.06,False,Maintenance crew confirmed lubrication interval was missed.
+34992,2024-05-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.927,False,Compressed air fluctuation introduced pressure noise for two cycles.
+34993,2024-05-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.263,False,Maintenance scheduler deferred calibration due to spare shortage.
+34994,2024-05-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.631,False,Telemetry quality flag downgraded during sensor self-test window.
+34995,2024-05-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.445,False,Short-lived packet loss observed at edge gateway gw-02.
+34996,2024-05-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.214,False,Quality team requested trace review for lot 24-118B.
+34997,2024-05-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Night shift startup produced higher than normal vibration floor.
+34998,2024-05-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.487,False,Maintenance note logged for coupling imbalance inspection.
+34999,2024-05-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.049,False,Pressure settled back to nominal after valve reseat.
+35000,2024-05-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.58,False,Pressure settled back to nominal after valve reseat.
+35001,2024-05-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Maintenance crew confirmed lubrication interval was missed.
+35002,2024-05-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.794,False,SCADA backfill inserted two delayed telemetry points.
+35003,2024-05-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.264,False,Humidity climbed during dock-door open period in afternoon shift.
+35004,2024-05-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,23.346,False,Quality hold reduced finishing booth activity for one shift.
+35005,2024-05-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Vibration baseline recovered after tool holder replacement.
+35006,2024-05-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.658,False,Warning threshold updated for pilot predictive-maintenance model.
+35007,2024-05-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.209,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35008,2024-05-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.732,False,Pressure settled back to nominal after valve reseat.
+35009,2024-05-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.754,False,Temporary gateway failover completed without data loss.
+35010,2024-05-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Machine idle period extended during planned sanitation window.
+35011,2024-05-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Machine throughput increase drove sustained pressure uplift.
+35012,2024-05-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.354,False,Temperature remained elevated during unscheduled overtime run.
+35013,2024-05-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Operator reported intermittent chatter on machine CNC-04.
+35014,2024-05-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.68,False,Maintenance note logged for coupling imbalance inspection.
+35015,2024-05-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.314,False,Short-lived packet loss observed at edge gateway gw-02.
+35016,2024-05-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.417,False,Reliability engineer tagged sample window for model retraining.
+35017,2024-05-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Night shift startup produced higher than normal vibration floor.
+35018,2024-05-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.465,False,Coolant loop adjustment reduced chamber temperature spread.
+35019,2024-05-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
+35020,2024-05-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Temporary gateway failover completed without data loss.
+35021,2024-05-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Condensation warning cleared after dehumidifier ramp-up.
+35022,2024-05-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.795,False,Bearing temperature rising faster than baseline on spindle cell.
+35023,2024-05-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.496,False,Pressure settled back to nominal after valve reseat.
+35024,2024-05-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.06,False,Hydraulic line pressure oscillation detected under load.
+35025,2024-05-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.562,False,Thermal overshoot event coincided with recipe change on furnace.
+35026,2024-05-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.061,False,Packaging line stop reduced adjacent vibration background.
+35027,2024-05-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.701,False,Pressure line purge completed before restart authorization.
+35028,2024-05-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.064,False,Maintenance scheduler deferred calibration due to spare shortage.
+35029,2024-05-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Humidity climbed during dock-door open period in afternoon shift.
+35030,2024-05-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.455,False,Temperature remained elevated during unscheduled overtime run.
+35031,2024-05-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Humidity baseline improved after seal replacement.
+35032,2024-05-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Humidity baseline improved after seal replacement.
+35033,2024-05-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.271,False,Quality team requested trace review for lot 24-118B.
+35034,2024-05-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.073,False,Hydraulic line pressure oscillation detected under load.
+35035,2024-05-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.949,False,Humidity readings track seasonal rise across late spring.
+35036,2024-05-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.173,False,Humidity baseline improved after seal replacement.
+35037,2024-05-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Night shift startup produced higher than normal vibration floor.
+35038,2024-05-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.997,False,Packaging line stop reduced adjacent vibration background.
+35039,2024-05-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.348,False,Supervisory alert generated after three consecutive threshold breaches.
+35040,2024-05-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.232,False,Sensor enclosure opened for manual calibration verification.
+35041,2024-05-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35042,2024-05-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.27,False,Calibration check overdue by 11 days for press-line transducer.
+35043,2024-05-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.216,False,Press cycle dwell time lengthened during high-volume batch.
+35044,2024-05-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.022,False,Maintenance note logged for coupling imbalance inspection.
+35045,2024-05-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Humidity baseline improved after seal replacement.
+35046,2024-05-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.773,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35047,2024-05-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.881,False,Operator reported intermittent chatter on machine CNC-04.
+35048,2024-05-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.149,False,Telemetry quality flag downgraded during sensor self-test window.
+35049,2024-05-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.094,False,Humidity baseline improved after seal replacement.
+35050,2024-05-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.349,False,Vibration burst exceeds envelope during tool change cycle.
+35051,2024-05-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35052,2024-05-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.234,False,Dust extraction fan offline for 18 minutes on line finishing.
+35053,2024-05-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Humidity readings track seasonal rise across late spring.
+35054,2024-05-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.072,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35055,2024-05-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.7,False,Condensation warning cleared after dehumidifier ramp-up.
+35056,2024-05-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.032,False,Temperature variance narrowed after coolant nozzle cleaning.
+35057,2024-05-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.858,False,Coolant loop adjustment reduced chamber temperature spread.
+35058,2024-05-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.345,False,Operator reported intermittent chatter on machine CNC-04.
+35059,2024-05-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.968,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35060,2024-05-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.986,False,Unbalanced load introduced cyclical pressure ripple.
+35061,2024-05-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Dust extraction fan offline for 18 minutes on line finishing.
+35062,2024-05-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.401,False,Night shift startup produced higher than normal vibration floor.
+35063,2024-05-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.642,False,Condensation warning cleared after dehumidifier ramp-up.
+35064,2024-05-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.278,False,Vibration baseline recovered after tool holder replacement.
+35065,2024-05-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.771,False,Short-lived packet loss observed at edge gateway gw-02.
+35066,2024-05-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.661,False,Night shift startup produced higher than normal vibration floor.
+35067,2024-05-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.18,False,Machine throughput increase drove sustained pressure uplift.
+35068,2024-05-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.974,False,Humidity readings track seasonal rise across late spring.
+35069,2024-05-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35070,2024-05-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.755,False,Sensor heartbeat delayed by one interval after gateway retry.
+35071,2024-05-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Operator reset acknowledged after red-tag inspection.
+35072,2024-05-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35073,2024-05-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Pressure line purge completed before restart authorization.
+35074,2024-05-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.789,False,Quality team requested trace review for lot 24-118B.
+35075,2024-05-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.095,False,Maintenance scheduler deferred calibration due to spare shortage.
+35076,2024-05-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.903,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35077,2024-05-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Sensor signal clipping observed during startup surge.
+35078,2024-05-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.105,False,Thermal ramp exceeded expected warmup curve before shift start.
+35079,2024-05-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.997,False,Temperature remained elevated during unscheduled overtime run.
+35080,2024-05-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35081,2024-05-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Short-lived packet loss observed at edge gateway gw-02.
+35082,2024-05-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.08,False,Maintenance crew confirmed lubrication interval was missed.
+35083,2024-05-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,Temperature remained elevated during unscheduled overtime run.
+35084,2024-05-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.655,False,Warning threshold updated for pilot predictive-maintenance model.
+35085,2024-05-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35086,2024-05-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.298,False,Maintenance note logged for coupling imbalance inspection.
+35087,2024-05-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Temperature variance narrowed after coolant nozzle cleaning.
+35088,2024-05-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.272,False,Warning threshold updated for pilot predictive-maintenance model.
+35089,2024-05-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.468,False,Vibration burst exceeds envelope during tool change cycle.
+35090,2024-05-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.491,False,Thermal ramp exceeded expected warmup curve before shift start.
+35091,2024-05-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Operator reset acknowledged after red-tag inspection.
+35092,2024-05-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.0,False,Pressure settled back to nominal after valve reseat.
+35093,2024-05-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.907,False,Thermal overshoot event coincided with recipe change on furnace.
+35094,2024-05-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.126,False,Maintenance scheduler deferred calibration due to spare shortage.
+35095,2024-05-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.175,False,Sensor signal clipping observed during startup surge.
+35096,2024-05-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.84,False,Sensor signal clipping observed during startup surge.
+35097,2024-05-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.113,False,Transient outlier matched forklift impact near cabinet wall.
+35098,2024-05-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.858,False,Sensor enclosure opened for manual calibration verification.
+35099,2024-05-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Sensor battery health remains nominal after firmware update.
+35100,2024-05-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Humidity readings track seasonal rise across late spring.
+35101,2024-05-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Short-lived packet loss observed at edge gateway gw-02.
+35102,2024-05-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.328,False,Temperature remained elevated during unscheduled overtime run.
+35103,2024-05-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Pressure peak corresponds to oversized billet batch processing.
+35104,2024-05-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.892,False,Vibration burst exceeds envelope during tool change cycle.
+35105,2024-05-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Vibration baseline recovered after tool holder replacement.
+35106,2024-05-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.699,False,Anomaly review flagged possible bearing wear progression.
+35107,2024-05-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.794,False,Humidity climbed during dock-door open period in afternoon shift.
+35108,2024-05-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.552,False,Pressure line purge completed before restart authorization.
+35109,2024-05-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.19,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35110,2024-05-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.76,False,Quality team requested trace review for lot 24-118B.
+35111,2024-05-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.97,False,Hydraulic line pressure oscillation detected under load.
+35112,2024-05-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.176,False,Maintenance crew confirmed lubrication interval was missed.
+35113,2024-05-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Sensor signal clipping observed during startup surge.
+35114,2024-05-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.637,False,Humidity excursion near finishing booth during coating run.
+35115,2024-05-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.352,False,Sensor enclosure opened for manual calibration verification.
+35116,2024-05-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.499,False,Press cycle dwell time lengthened during high-volume batch.
+35117,2024-05-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Shift handoff note referenced unusual noise near press enclosure.
+35118,2024-05-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.292,False,Machine idle period extended during planned sanitation window.
+35119,2024-05-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35120,2024-05-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.413,False,Reliability engineer tagged sample window for model retraining.
+35121,2024-05-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.574,False,Machine idle period extended during planned sanitation window.
+35122,2024-05-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.859,False,Machine idle period extended during planned sanitation window.
+35123,2024-05-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Quality hold reduced finishing booth activity for one shift.
+35124,2024-05-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.649,False,Operator reset acknowledged after red-tag inspection.
+35125,2024-05-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35126,2024-05-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.38,False,Packaging line stop reduced adjacent vibration background.
+35127,2024-05-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.113,False,Packaging line stop reduced adjacent vibration background.
+35128,2024-05-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.842,False,Air handler maintenance reduced humidity variance on finishing line.
+35129,2024-05-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Maintenance crew confirmed lubrication interval was missed.
+35130,2024-05-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.999,False,Vibration harmonics broadened during extended production run.
+35131,2024-05-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.697,False,Temperature variance narrowed after coolant nozzle cleaning.
+35132,2024-05-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.11,False,Temperature remained elevated during unscheduled overtime run.
+35133,2024-05-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Temporary gateway failover completed without data loss.
+35134,2024-05-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.424,False,Vibration harmonics broadened during extended production run.
+35135,2024-05-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Humidity baseline improved after seal replacement.
+35136,2024-05-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.537,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35137,2024-05-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Reliability engineer tagged sample window for model retraining.
+35138,2024-05-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.727,False,Press cycle dwell time lengthened during high-volume batch.
+35139,2024-05-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Hydraulic line pressure oscillation detected under load.
+35140,2024-05-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.597,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35141,2024-05-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.635,False,Supervisory alert generated after three consecutive threshold breaches.
+35142,2024-05-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.675,False,Quality team requested trace review for lot 24-118B.
+35143,2024-05-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.539,False,Anomaly review flagged possible bearing wear progression.
+35144,2024-05-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.904,False,Thermal overshoot event coincided with recipe change on furnace.
+35145,2024-05-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.595,False,Temperature variance narrowed after coolant nozzle cleaning.
+35146,2024-05-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.472,False,Shift handoff note referenced unusual noise near press enclosure.
+35147,2024-05-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35148,2024-05-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.635,False,Condensation warning cleared after dehumidifier ramp-up.
+35149,2024-05-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.446,False,Pressure line purge completed before restart authorization.
+35150,2024-05-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.421,False,Pressure line purge completed before restart authorization.
+35151,2024-05-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Quality team requested trace review for lot 24-118B.
+35152,2024-05-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.314,False,Temperature variance narrowed after coolant nozzle cleaning.
+35153,2024-05-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35154,2024-05-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.157,False,Calibration check overdue by 11 days for press-line transducer.
+35155,2024-05-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.381,False,Air handler maintenance reduced humidity variance on finishing line.
+35156,2024-05-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.011,False,Pressure peak corresponds to oversized billet batch processing.
+35157,2024-05-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.697,False,Condensation warning cleared after dehumidifier ramp-up.
+35158,2024-05-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.313,False,Condensation warning cleared after dehumidifier ramp-up.
+35159,2024-05-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Maintenance scheduler deferred calibration due to spare shortage.
+35160,2024-05-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.434,False,Pressure line purge completed before restart authorization.
+35161,2024-05-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.447,False,Sensor signal clipping observed during startup surge.
+35162,2024-05-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.948,False,Humidity excursion near finishing booth during coating run.
+35163,2024-05-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.501,False,Edge collector replayed buffered events after network recovery.
+35164,2024-05-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.599,False,Shift handoff note referenced unusual noise near press enclosure.
+35165,2024-05-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35166,2024-05-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.558,False,Machine idle period extended during planned sanitation window.
+35167,2024-05-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.954,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35168,2024-05-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.834,False,Operator reset acknowledged after red-tag inspection.
+35169,2024-05-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.915,False,Dust extraction fan offline for 18 minutes on line finishing.
+35170,2024-05-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.949,False,Temperature variance narrowed after coolant nozzle cleaning.
+35171,2024-05-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Edge collector replayed buffered events after network recovery.
+35172,2024-05-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.308,False,Pressure peak corresponds to oversized billet batch processing.
+35173,2024-05-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.832,False,Temperature remained elevated during unscheduled overtime run.
+35174,2024-05-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.201,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35175,2024-05-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.99,False,Quality hold reduced finishing booth activity for one shift.
+35176,2024-05-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.532,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35177,2024-05-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.345,False,Maintenance scheduler deferred calibration due to spare shortage.
+35178,2024-05-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.842,False,Short-lived packet loss observed at edge gateway gw-02.
+35179,2024-05-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.368,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35180,2024-05-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.435,False,Pressure line purge completed before restart authorization.
+35181,2024-05-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Unbalanced load introduced cyclical pressure ripple.
+35182,2024-05-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.051,False,Edge collector replayed buffered events after network recovery.
+35183,2024-05-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.404,False,Calibration check overdue by 11 days for press-line transducer.
+35184,2024-05-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.511,False,Dust extraction fan offline for 18 minutes on line finishing.
+35185,2024-05-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Thermal overshoot event coincided with recipe change on furnace.
+35186,2024-05-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.231,False,Packaging line stop reduced adjacent vibration background.
+35187,2024-05-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Bearing temperature rising faster than baseline on spindle cell.
+35188,2024-05-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.544,False,Edge collector replayed buffered events after network recovery.
+35189,2024-05-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.589,False,Short-lived packet loss observed at edge gateway gw-02.
+35190,2024-05-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.756,False,Telemetry quality flag downgraded during sensor self-test window.
+35191,2024-05-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.066,False,Night shift startup produced higher than normal vibration floor.
+35192,2024-05-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.768,False,Maintenance crew confirmed lubrication interval was missed.
+35193,2024-05-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.112,False,Temperature remained elevated during unscheduled overtime run.
+35194,2024-05-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.874,False,Quality team requested trace review for lot 24-118B.
+35195,2024-05-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.12,False,Humidity climbed during dock-door open period in afternoon shift.
+35196,2024-05-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.28,False,Short-lived packet loss observed at edge gateway gw-02.
+35197,2024-05-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.341,False,Packaging line stop reduced adjacent vibration background.
+35198,2024-05-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.012,False,Air handler maintenance reduced humidity variance on finishing line.
+35199,2024-05-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.648,False,Air handler maintenance reduced humidity variance on finishing line.
+35200,2024-05-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.164,False,Vibration harmonics broadened during extended production run.
+35201,2024-05-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Quality team requested trace review for lot 24-118B.
+35202,2024-05-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.23,False,Packaging line stop reduced adjacent vibration background.
+35203,2024-05-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Temperature remained elevated during unscheduled overtime run.
+35204,2024-05-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.086,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35205,2024-05-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Short-lived packet loss observed at edge gateway gw-02.
+35206,2024-05-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.669,False,Air handler maintenance reduced humidity variance on finishing line.
+35207,2024-05-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.011,False,Temperature remained elevated during unscheduled overtime run.
+35208,2024-05-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.375,False,Sensor battery health remains nominal after firmware update.
+35209,2024-05-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.967,False,Supervisory alert generated after three consecutive threshold breaches.
+35210,2024-05-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.278,False,Condensation warning cleared after dehumidifier ramp-up.
+35211,2024-05-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Telemetry quality flag downgraded during sensor self-test window.
+35212,2024-05-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.504,False,Sensor heartbeat delayed by one interval after gateway retry.
+35213,2024-05-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.109,False,Sensor battery health remains nominal after firmware update.
+35214,2024-05-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.979,False,Operator reported intermittent chatter on machine CNC-04.
+35215,2024-05-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.372,False,Temporary gateway failover completed without data loss.
+35216,2024-05-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.645,False,Quality hold reduced finishing booth activity for one shift.
+35217,2024-05-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.93,False,Pressure settled back to nominal after valve reseat.
+35218,2024-05-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.199,False,Telemetry quality flag downgraded during sensor self-test window.
+35219,2024-05-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.863,False,Machine throughput increase drove sustained pressure uplift.
+35220,2024-05-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.835,False,Telemetry quality flag downgraded during sensor self-test window.
+35221,2024-05-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.625,False,Press cycle dwell time lengthened during high-volume batch.
+35222,2024-05-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35223,2024-05-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.885,False,Pressure peak corresponds to oversized billet batch processing.
+35224,2024-05-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.099,False,Edge collector replayed buffered events after network recovery.
+35225,2024-05-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Press cycle dwell time lengthened during high-volume batch.
+35226,2024-05-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.026,False,Pressure line purge completed before restart authorization.
+35227,2024-05-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.212,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35228,2024-05-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.498,False,Temperature remained elevated during unscheduled overtime run.
+35229,2024-05-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.934,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35230,2024-05-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.377,False,Maintenance scheduler deferred calibration due to spare shortage.
+35231,2024-05-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.479,False,SCADA backfill inserted two delayed telemetry points.
+35232,2024-05-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.672,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35233,2024-05-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Temperature variance narrowed after coolant nozzle cleaning.
+35234,2024-05-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.275,False,Pressure settled back to nominal after valve reseat.
+35235,2024-05-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.915,False,Sensor heartbeat delayed by one interval after gateway retry.
+35236,2024-05-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.721,False,Supervisory alert generated after three consecutive threshold breaches.
+35237,2024-05-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.753,False,Humidity baseline improved after seal replacement.
+35238,2024-05-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.086,False,Pressure line purge completed before restart authorization.
+35239,2024-05-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.3,False,Warning threshold updated for pilot predictive-maintenance model.
+35240,2024-05-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.73,False,Vibration harmonics broadened during extended production run.
+35241,2024-05-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.542,False,Shift handoff note referenced unusual noise near press enclosure.
+35242,2024-05-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.465,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35243,2024-05-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.212,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35244,2024-05-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.185,False,Packaging line stop reduced adjacent vibration background.
+35245,2024-05-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.73,False,Calibration check overdue by 11 days for press-line transducer.
+35246,2024-05-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.267,False,Supervisory alert generated after three consecutive threshold breaches.
+35247,2024-05-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Short-lived packet loss observed at edge gateway gw-02.
+35248,2024-05-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.542,False,Temperature remained elevated during unscheduled overtime run.
+35249,2024-05-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.916,False,Quality team requested trace review for lot 24-118B.
+35250,2024-05-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.821,False,Thermal ramp exceeded expected warmup curve before shift start.
+35251,2024-05-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.612,False,Air handler maintenance reduced humidity variance on finishing line.
+35252,2024-05-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.747,False,Vibration harmonics broadened during extended production run.
+35253,2024-05-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Sensor heartbeat delayed by one interval after gateway retry.
+35254,2024-05-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.126,False,Vibration burst exceeds envelope during tool change cycle.
+35255,2024-05-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.807,False,Coolant loop adjustment reduced chamber temperature spread.
+35256,2024-05-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.539,False,Telemetry quality flag downgraded during sensor self-test window.
+35257,2024-05-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Quality hold reduced finishing booth activity for one shift.
+35258,2024-05-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.014,False,Coolant loop adjustment reduced chamber temperature spread.
+35259,2024-05-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.954,False,Maintenance scheduler deferred calibration due to spare shortage.
+35260,2024-05-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.261,False,Vibration baseline recovered after tool holder replacement.
+35261,2024-05-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Packaging line stop reduced adjacent vibration background.
+35262,2024-05-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.992,False,Humidity climbed during dock-door open period in afternoon shift.
+35263,2024-05-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.158,False,Bearing temperature rising faster than baseline on spindle cell.
+35264,2024-05-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.007,False,Press cycle dwell time lengthened during high-volume batch.
+35265,2024-05-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Calibration check overdue by 11 days for press-line transducer.
+35266,2024-05-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.599,False,Packaging line stop reduced adjacent vibration background.
+35267,2024-05-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.199,False,Pressure peak corresponds to oversized billet batch processing.
+35268,2024-05-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.111,False,Unbalanced load introduced cyclical pressure ripple.
+35269,2024-05-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.329,False,Night shift startup produced higher than normal vibration floor.
+35270,2024-05-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.938,False,Short-lived packet loss observed at edge gateway gw-02.
+35271,2024-05-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.873,False,Calibration check overdue by 11 days for press-line transducer.
+35272,2024-05-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.711,False,Telemetry quality flag downgraded during sensor self-test window.
+35273,2024-05-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.185,False,Bearing temperature rising faster than baseline on spindle cell.
+35274,2024-05-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.872,False,Quality team requested trace review for lot 24-118B.
+35275,2024-05-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35276,2024-05-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.165,False,Bearing temperature rising faster than baseline on spindle cell.
+35277,2024-05-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Press cycle dwell time lengthened during high-volume batch.
+35278,2024-05-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.318,False,Condensation warning cleared after dehumidifier ramp-up.
+35279,2024-05-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Supervisory alert generated after three consecutive threshold breaches.
+35280,2024-05-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.755,False,Humidity climbed during dock-door open period in afternoon shift.
+35281,2024-05-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.515,False,Temperature remained elevated during unscheduled overtime run.
+35282,2024-05-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.952,False,Night shift startup produced higher than normal vibration floor.
+35283,2024-05-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.167,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35284,2024-05-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.873,False,SCADA backfill inserted two delayed telemetry points.
+35285,2024-05-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.298,False,Vibration burst exceeds envelope during tool change cycle.
+35286,2024-05-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.745,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35287,2024-05-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.992,False,Bearing temperature rising faster than baseline on spindle cell.
+35288,2024-05-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.663,False,Machine idle period extended during planned sanitation window.
+35289,2024-05-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.86,False,Shift handoff note referenced unusual noise near press enclosure.
+35290,2024-05-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.583,False,Temperature variance narrowed after coolant nozzle cleaning.
+35291,2024-05-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.725,False,Temporary gateway failover completed without data loss.
+35292,2024-05-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.006,False,Night shift startup produced higher than normal vibration floor.
+35293,2024-05-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.694,False,Transient outlier matched forklift impact near cabinet wall.
+35294,2024-05-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.553,False,Maintenance scheduler deferred calibration due to spare shortage.
+35295,2024-05-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.808,False,Telemetry quality flag downgraded during sensor self-test window.
+35296,2024-05-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.051,False,Quality team requested trace review for lot 24-118B.
+35297,2024-05-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Sensor heartbeat delayed by one interval after gateway retry.
+35298,2024-05-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.467,False,Short-lived packet loss observed at edge gateway gw-02.
+35299,2024-05-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.43,False,Supervisory alert generated after three consecutive threshold breaches.
+35300,2024-05-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.345,False,Short-lived packet loss observed at edge gateway gw-02.
+35301,2024-05-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.555,False,Temporary gateway failover completed without data loss.
+35302,2024-05-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.342,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35303,2024-05-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.54,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35304,2024-05-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.316,False,Humidity baseline improved after seal replacement.
+35305,2024-05-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Vibration harmonics broadened during extended production run.
+35306,2024-05-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.493,False,Night shift startup produced higher than normal vibration floor.
+35307,2024-05-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.007,False,Temperature remained elevated during unscheduled overtime run.
+35308,2024-05-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.782,False,Pressure peak corresponds to oversized billet batch processing.
+35309,2024-05-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.46,False,Sensor signal clipping observed during startup surge.
+35310,2024-05-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.156,False,Calibration check overdue by 11 days for press-line transducer.
+35311,2024-05-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Hydraulic line pressure oscillation detected under load.
+35312,2024-05-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.426,False,Dust extraction fan offline for 18 minutes on line finishing.
+35313,2024-05-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Maintenance crew confirmed lubrication interval was missed.
+35314,2024-05-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.857,False,Coolant loop adjustment reduced chamber temperature spread.
+35315,2024-05-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.63,False,Warning threshold updated for pilot predictive-maintenance model.
+35316,2024-05-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.5,False,SCADA backfill inserted two delayed telemetry points.
+35317,2024-05-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35318,2024-05-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.212,False,Thermal overshoot event coincided with recipe change on furnace.
+35319,2024-05-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.938,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35320,2024-05-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.058,False,Condensation warning cleared after dehumidifier ramp-up.
+35321,2024-05-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Supervisory alert generated after three consecutive threshold breaches.
+35322,2024-05-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.944,False,Humidity baseline improved after seal replacement.
+35323,2024-05-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.922,False,Pressure line purge completed before restart authorization.
+35324,2024-05-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.218,False,Sensor enclosure opened for manual calibration verification.
+35325,2024-05-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.541,False,Dust extraction fan offline for 18 minutes on line finishing.
+35326,2024-05-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.319,False,Vibration harmonics broadened during extended production run.
+35327,2024-05-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35328,2024-05-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.241,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35329,2024-05-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.628,False,Warning threshold updated for pilot predictive-maintenance model.
+35330,2024-05-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.731,False,Sensor signal clipping observed during startup surge.
+35331,2024-05-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.423,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35332,2024-05-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.649,False,Humidity baseline improved after seal replacement.
+35333,2024-05-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Vibration harmonics broadened during extended production run.
+35334,2024-05-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.686,False,Humidity climbed during dock-door open period in afternoon shift.
+35335,2024-05-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Temperature variance narrowed after coolant nozzle cleaning.
+35336,2024-05-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.436,False,Temperature remained elevated during unscheduled overtime run.
+35337,2024-05-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Temperature variance narrowed after coolant nozzle cleaning.
+35338,2024-05-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.783,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35339,2024-05-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.715,False,Vibration burst exceeds envelope during tool change cycle.
+35340,2024-05-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.44,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35341,2024-05-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.821,False,Vibration harmonics broadened during extended production run.
+35342,2024-05-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.053,False,Dust extraction fan offline for 18 minutes on line finishing.
+35343,2024-05-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.292,False,Temperature remained elevated during unscheduled overtime run.
+35344,2024-05-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.513,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35345,2024-05-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35346,2024-05-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.076,False,Transient outlier matched forklift impact near cabinet wall.
+35347,2024-05-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.854,False,Sensor signal clipping observed during startup surge.
+35348,2024-05-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.203,False,Sensor heartbeat delayed by one interval after gateway retry.
+35349,2024-05-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.848,False,Maintenance scheduler deferred calibration due to spare shortage.
+35350,2024-05-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.23,False,Vibration baseline recovered after tool holder replacement.
+35351,2024-05-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.297,False,Operator reported intermittent chatter on machine CNC-04.
+35352,2024-05-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.758,False,Operator reported intermittent chatter on machine CNC-04.
+35353,2024-05-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.658,False,Pressure peak corresponds to oversized billet batch processing.
+35354,2024-05-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.905,False,Operator reset acknowledged after red-tag inspection.
+35355,2024-05-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.333,False,Anomaly review flagged possible bearing wear progression.
+35356,2024-05-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.956,False,Sensor battery health remains nominal after firmware update.
+35357,2024-05-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.117,False,Telemetry quality flag downgraded during sensor self-test window.
+35358,2024-05-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.89,False,Humidity baseline improved after seal replacement.
+35359,2024-05-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.824,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35360,2024-05-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.733,False,Vibration harmonics broadened during extended production run.
+35361,2024-05-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35362,2024-05-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.111,False,Anomaly review flagged possible bearing wear progression.
+35363,2024-05-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.682,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35364,2024-05-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.024,False,SCADA backfill inserted two delayed telemetry points.
+35365,2024-05-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Sensor battery health remains nominal after firmware update.
+35366,2024-05-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35367,2024-05-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35368,2024-05-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.884,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35369,2024-05-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Hydraulic line pressure oscillation detected under load.
+35370,2024-05-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,61.138,False,Supervisory alert generated after three consecutive threshold breaches.
+35371,2024-05-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.827,False,Anomaly review flagged possible bearing wear progression.
+35372,2024-05-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.576,False,Maintenance crew confirmed lubrication interval was missed.
+35373,2024-05-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.001,False,SCADA backfill inserted two delayed telemetry points.
+35374,2024-05-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.191,False,Quality hold reduced finishing booth activity for one shift.
+35375,2024-05-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.516,False,Temporary gateway failover completed without data loss.
+35376,2024-05-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.024,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35377,2024-05-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.441,False,Packaging line stop reduced adjacent vibration background.
+35378,2024-05-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.697,False,Vibration baseline recovered after tool holder replacement.
+35379,2024-05-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.802,False,Thermal ramp exceeded expected warmup curve before shift start.
+35380,2024-05-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.84,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35381,2024-05-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Humidity readings track seasonal rise across late spring.
+35382,2024-05-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.928,False,Maintenance crew confirmed lubrication interval was missed.
+35383,2024-05-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35384,2024-05-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.225,False,Pressure peak corresponds to oversized billet batch processing.
+35385,2024-05-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.09,False,Maintenance crew confirmed lubrication interval was missed.
+35386,2024-05-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.934,False,Shift handoff note referenced unusual noise near press enclosure.
+35387,2024-05-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.608,False,Shift handoff note referenced unusual noise near press enclosure.
+35388,2024-05-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.676,False,Humidity readings track seasonal rise across late spring.
+35389,2024-05-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.97,False,Warning threshold updated for pilot predictive-maintenance model.
+35390,2024-05-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.944,False,Coolant loop adjustment reduced chamber temperature spread.
+35391,2024-05-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35392,2024-05-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.219,False,Sensor enclosure opened for manual calibration verification.
+35393,2024-05-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Pressure peak corresponds to oversized billet batch processing.
+35394,2024-05-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.054,False,Warning threshold updated for pilot predictive-maintenance model.
+35395,2024-05-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.997,False,Humidity baseline improved after seal replacement.
+35396,2024-05-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.103,False,Coolant loop adjustment reduced chamber temperature spread.
+35397,2024-05-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.53,False,Pressure line purge completed before restart authorization.
+35398,2024-05-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.409,False,Maintenance crew confirmed lubrication interval was missed.
+35399,2024-05-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Edge collector replayed buffered events after network recovery.
+35400,2024-05-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.609,False,Press cycle dwell time lengthened during high-volume batch.
+35401,2024-05-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Anomaly review flagged possible bearing wear progression.
+35402,2024-05-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.967,False,Pressure line purge completed before restart authorization.
+35403,2024-05-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.63,False,Operator reset acknowledged after red-tag inspection.
+35404,2024-05-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.145,False,Humidity climbed during dock-door open period in afternoon shift.
+35405,2024-05-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.131,False,Maintenance scheduler deferred calibration due to spare shortage.
+35406,2024-05-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.375,False,Temporary gateway failover completed without data loss.
+35407,2024-05-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.883,False,Humidity baseline improved after seal replacement.
+35408,2024-05-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.507,False,Operator reset acknowledged after red-tag inspection.
+35409,2024-05-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Transient outlier matched forklift impact near cabinet wall.
+35410,2024-05-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.222,False,Condensation warning cleared after dehumidifier ramp-up.
+35411,2024-05-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.401,False,Vibration baseline recovered after tool holder replacement.
+35412,2024-05-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.119,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35413,2024-05-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Humidity climbed during dock-door open period in afternoon shift.
+35414,2024-05-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.9,False,Vibration burst exceeds envelope during tool change cycle.
+35415,2024-05-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.75,False,Humidity readings track seasonal rise across late spring.
+35416,2024-05-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.905,False,Operator reported intermittent chatter on machine CNC-04.
+35417,2024-05-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Pressure settled back to nominal after valve reseat.
+35418,2024-05-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.269,False,Maintenance crew confirmed lubrication interval was missed.
+35419,2024-05-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.158,False,Hydraulic line pressure oscillation detected under load.
+35420,2024-05-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.477,False,Vibration baseline recovered after tool holder replacement.
+35421,2024-05-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.704,False,Coolant loop adjustment reduced chamber temperature spread.
+35422,2024-05-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.385,False,Supervisory alert generated after three consecutive threshold breaches.
+35423,2024-05-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35424,2024-05-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.16,False,Telemetry quality flag downgraded during sensor self-test window.
+35425,2024-05-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.433,False,Sensor heartbeat delayed by one interval after gateway retry.
+35426,2024-05-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.639,False,Thermal ramp exceeded expected warmup curve before shift start.
+35427,2024-05-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.5,False,Reliability engineer tagged sample window for model retraining.
+35428,2024-05-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.436,False,SCADA backfill inserted two delayed telemetry points.
+35429,2024-05-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35430,2024-05-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.497,False,Packaging line stop reduced adjacent vibration background.
+35431,2024-05-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35432,2024-05-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.134,False,Maintenance note logged for coupling imbalance inspection.
+35433,2024-05-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Supervisory alert generated after three consecutive threshold breaches.
+35434,2024-05-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.981,False,Maintenance crew confirmed lubrication interval was missed.
+35435,2024-05-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.808,False,Coolant loop adjustment reduced chamber temperature spread.
+35436,2024-05-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.756,False,Telemetry quality flag downgraded during sensor self-test window.
+35437,2024-05-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.204,False,Condensation warning cleared after dehumidifier ramp-up.
+35438,2024-05-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.266,False,Pressure settled back to nominal after valve reseat.
+35439,2024-05-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.274,False,Sensor enclosure opened for manual calibration verification.
+35440,2024-05-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.073,False,Machine idle period extended during planned sanitation window.
+35441,2024-05-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.102,False,Short-lived packet loss observed at edge gateway gw-02.
+35442,2024-05-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Press cycle dwell time lengthened during high-volume batch.
+35443,2024-05-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.891,False,Condensation warning cleared after dehumidifier ramp-up.
+35444,2024-05-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.5,False,Sensor signal clipping observed during startup surge.
+35445,2024-05-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Edge collector replayed buffered events after network recovery.
+35446,2024-05-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.577,False,Vibration baseline recovered after tool holder replacement.
+35447,2024-05-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.434,False,Temporary gateway failover completed without data loss.
+35448,2024-05-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.69,False,Operator reset acknowledged after red-tag inspection.
+35449,2024-05-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.419,False,Transient outlier matched forklift impact near cabinet wall.
+35450,2024-05-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.847,False,Warning threshold updated for pilot predictive-maintenance model.
+35451,2024-05-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35452,2024-05-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.17,False,Humidity readings track seasonal rise across late spring.
+35453,2024-05-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Thermal overshoot event coincided with recipe change on furnace.
+35454,2024-05-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.046,False,Maintenance crew confirmed lubrication interval was missed.
+35455,2024-05-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35456,2024-05-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.349,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35457,2024-05-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.974,False,Humidity excursion near finishing booth during coating run.
+35458,2024-05-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.884,False,Condensation warning cleared after dehumidifier ramp-up.
+35459,2024-05-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Dust extraction fan offline for 18 minutes on line finishing.
+35460,2024-05-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.171,False,Operator reset acknowledged after red-tag inspection.
+35461,2024-05-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.848,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35462,2024-05-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.578,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35463,2024-05-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.037,False,Operator reported intermittent chatter on machine CNC-04.
+35464,2024-05-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.913,False,Bearing temperature rising faster than baseline on spindle cell.
+35465,2024-05-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Unbalanced load introduced cyclical pressure ripple.
+35466,2024-05-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.689,False,SCADA backfill inserted two delayed telemetry points.
+35467,2024-05-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,SCADA backfill inserted two delayed telemetry points.
+35468,2024-05-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.296,False,Supervisory alert generated after three consecutive threshold breaches.
+35469,2024-05-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.786,False,Thermal overshoot event coincided with recipe change on furnace.
+35470,2024-05-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.292,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35471,2024-05-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.634,False,Air handler maintenance reduced humidity variance on finishing line.
+35472,2024-05-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.98,False,Pressure peak corresponds to oversized billet batch processing.
+35473,2024-05-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,SCADA backfill inserted two delayed telemetry points.
+35474,2024-05-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.563,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35475,2024-05-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.057,False,Coolant loop adjustment reduced chamber temperature spread.
+35476,2024-05-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.989,False,Transient outlier matched forklift impact near cabinet wall.
+35477,2024-05-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.684,False,Edge collector replayed buffered events after network recovery.
+35478,2024-05-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.476,False,Transient outlier matched forklift impact near cabinet wall.
+35479,2024-05-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.658,False,Humidity readings track seasonal rise across late spring.
+35480,2024-05-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.322,False,Shift handoff note referenced unusual noise near press enclosure.
+35481,2024-05-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.661,False,Edge collector replayed buffered events after network recovery.
+35482,2024-05-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.894,False,Vibration baseline recovered after tool holder replacement.
+35483,2024-05-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Thermal ramp exceeded expected warmup curve before shift start.
+35484,2024-05-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.505,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35485,2024-05-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Maintenance crew confirmed lubrication interval was missed.
+35486,2024-05-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.894,False,Reliability engineer tagged sample window for model retraining.
+35487,2024-05-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Pressure line purge completed before restart authorization.
+35488,2024-05-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.62,False,Quality hold reduced finishing booth activity for one shift.
+35489,2024-05-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.117,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35490,2024-05-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.577,False,Hydraulic line pressure oscillation detected under load.
+35491,2024-05-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Sensor enclosure opened for manual calibration verification.
+35492,2024-05-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.478,False,Temperature remained elevated during unscheduled overtime run.
+35493,2024-05-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Pressure settled back to nominal after valve reseat.
+35494,2024-05-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.596,False,Vibration harmonics broadened during extended production run.
+35495,2024-05-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Humidity baseline improved after seal replacement.
+35496,2024-05-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.683,False,Temperature remained elevated during unscheduled overtime run.
+35497,2024-05-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Supervisory alert generated after three consecutive threshold breaches.
+35498,2024-05-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.24,False,Maintenance crew confirmed lubrication interval was missed.
+35499,2024-05-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.237,False,Maintenance note logged for coupling imbalance inspection.
+35500,2024-05-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.928,False,Unbalanced load introduced cyclical pressure ripple.
+35501,2024-05-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor enclosure opened for manual calibration verification.
+35502,2024-05-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.431,False,Anomaly review flagged possible bearing wear progression.
+35503,2024-05-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.91,False,Maintenance scheduler deferred calibration due to spare shortage.
+35504,2024-05-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.172,False,Humidity baseline improved after seal replacement.
+35505,2024-05-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.219,False,Pressure settled back to nominal after valve reseat.
+35506,2024-05-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.398,False,Sensor signal clipping observed during startup surge.
+35507,2024-05-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Humidity climbed during dock-door open period in afternoon shift.
+35508,2024-05-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.528,False,Calibration check overdue by 11 days for press-line transducer.
+35509,2024-05-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Sensor battery health remains nominal after firmware update.
+35510,2024-05-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.967,False,Pressure line purge completed before restart authorization.
+35511,2024-05-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Humidity climbed during dock-door open period in afternoon shift.
+35512,2024-05-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35513,2024-05-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.341,False,Humidity climbed during dock-door open period in afternoon shift.
+35514,2024-05-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.351,False,Anomaly review flagged possible bearing wear progression.
+35515,2024-05-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.002,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35516,2024-05-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.548,False,Humidity readings track seasonal rise across late spring.
+35517,2024-05-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35518,2024-05-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.329,False,Pressure line purge completed before restart authorization.
+35519,2024-05-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.965,False,Telemetry quality flag downgraded during sensor self-test window.
+35520,2024-05-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.913,False,Quality hold reduced finishing booth activity for one shift.
+35521,2024-05-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Machine throughput increase drove sustained pressure uplift.
+35522,2024-05-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.995,False,Warning threshold updated for pilot predictive-maintenance model.
+35523,2024-05-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.905,False,Press cycle dwell time lengthened during high-volume batch.
+35524,2024-05-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.286,False,Anomaly review flagged possible bearing wear progression.
+35525,2024-05-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.571,False,Sensor heartbeat delayed by one interval after gateway retry.
+35526,2024-05-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.708,False,Quality team requested trace review for lot 24-118B.
+35527,2024-05-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Warning threshold updated for pilot predictive-maintenance model.
+35528,2024-05-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.278,False,Transient outlier matched forklift impact near cabinet wall.
+35529,2024-05-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.548,False,Unbalanced load introduced cyclical pressure ripple.
+35530,2024-05-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.915,False,SCADA backfill inserted two delayed telemetry points.
+35531,2024-05-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.458,False,Night shift startup produced higher than normal vibration floor.
+35532,2024-05-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.466,False,Thermal ramp exceeded expected warmup curve before shift start.
+35533,2024-05-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,Operator reset acknowledged after red-tag inspection.
+35534,2024-05-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.465,False,Sensor signal clipping observed during startup surge.
+35535,2024-05-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Transient outlier matched forklift impact near cabinet wall.
+35536,2024-05-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.745,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35537,2024-05-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.305,False,Maintenance crew confirmed lubrication interval was missed.
+35538,2024-05-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.249,False,Pressure settled back to nominal after valve reseat.
+35539,2024-05-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.014,False,Air handler maintenance reduced humidity variance on finishing line.
+35540,2024-05-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.925,False,Dust extraction fan offline for 18 minutes on line finishing.
+35541,2024-05-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.441,False,Vibration baseline recovered after tool holder replacement.
+35542,2024-05-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.99,False,Operator reset acknowledged after red-tag inspection.
+35543,2024-05-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.169,False,Quality hold reduced finishing booth activity for one shift.
+35544,2024-05-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.058,False,Temperature variance narrowed after coolant nozzle cleaning.
+35545,2024-05-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Press cycle dwell time lengthened during high-volume batch.
+35546,2024-05-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.119,False,Packaging line stop reduced adjacent vibration background.
+35547,2024-05-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.431,False,Transient outlier matched forklift impact near cabinet wall.
+35548,2024-05-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.099,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35549,2024-05-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.389,False,Telemetry quality flag downgraded during sensor self-test window.
+35550,2024-05-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.192,False,Vibration harmonics broadened during extended production run.
+35551,2024-05-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.407,False,Night shift startup produced higher than normal vibration floor.
+35552,2024-05-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.516,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35553,2024-05-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35554,2024-05-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.584,False,Operator reported intermittent chatter on machine CNC-04.
+35555,2024-05-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.75,False,Transient outlier matched forklift impact near cabinet wall.
+35556,2024-05-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.445,False,Supervisory alert generated after three consecutive threshold breaches.
+35557,2024-05-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.387,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35558,2024-05-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.774,False,Machine throughput increase drove sustained pressure uplift.
+35559,2024-05-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.676,False,Hydraulic line pressure oscillation detected under load.
+35560,2024-05-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35561,2024-05-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.303,False,Humidity climbed during dock-door open period in afternoon shift.
+35562,2024-05-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.372,False,Maintenance scheduler deferred calibration due to spare shortage.
+35563,2024-05-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.989,False,Maintenance note logged for coupling imbalance inspection.
+35564,2024-05-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.808,False,Short-lived packet loss observed at edge gateway gw-02.
+35565,2024-05-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.179,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35566,2024-05-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.515,False,Unbalanced load introduced cyclical pressure ripple.
+35567,2024-05-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.087,False,Maintenance scheduler deferred calibration due to spare shortage.
+35568,2024-05-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.312,False,Packaging line stop reduced adjacent vibration background.
+35569,2024-05-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.482,False,Temporary gateway failover completed without data loss.
+35570,2024-05-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.507,False,Press cycle dwell time lengthened during high-volume batch.
+35571,2024-05-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.019,False,Pressure peak corresponds to oversized billet batch processing.
+35572,2024-05-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.21,False,Thermal overshoot event coincided with recipe change on furnace.
+35573,2024-05-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.651,False,Sensor signal clipping observed during startup surge.
+35574,2024-05-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.301,False,Operator reset acknowledged after red-tag inspection.
+35575,2024-05-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Vibration harmonics broadened during extended production run.
+35576,2024-05-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.807,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35577,2024-05-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Edge collector replayed buffered events after network recovery.
+35578,2024-05-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.696,False,Quality team requested trace review for lot 24-118B.
+35579,2024-05-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.9,False,SCADA backfill inserted two delayed telemetry points.
+35580,2024-05-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.867,False,Transient outlier matched forklift impact near cabinet wall.
+35581,2024-05-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35582,2024-05-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.534,False,Shift handoff note referenced unusual noise near press enclosure.
+35583,2024-05-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.267,False,Thermal overshoot event coincided with recipe change on furnace.
+35584,2024-05-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.591,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35585,2024-05-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Maintenance note logged for coupling imbalance inspection.
+35586,2024-05-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.062,False,Short-lived packet loss observed at edge gateway gw-02.
+35587,2024-05-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Sensor enclosure opened for manual calibration verification.
+35588,2024-05-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.793,False,Telemetry quality flag downgraded during sensor self-test window.
+35589,2024-05-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.299,False,Maintenance note logged for coupling imbalance inspection.
+35590,2024-05-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.637,False,Maintenance scheduler deferred calibration due to spare shortage.
+35591,2024-05-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Quality team requested trace review for lot 24-118B.
+35592,2024-05-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.554,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35593,2024-05-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.024,False,Condensation warning cleared after dehumidifier ramp-up.
+35594,2024-05-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.309,False,Operator reported intermittent chatter on machine CNC-04.
+35595,2024-05-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.499,False,Humidity excursion near finishing booth during coating run.
+35596,2024-05-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35597,2024-05-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Humidity baseline improved after seal replacement.
+35598,2024-05-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.957,False,Operator reported intermittent chatter on machine CNC-04.
+35599,2024-05-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.269,False,Short-lived packet loss observed at edge gateway gw-02.
+35600,2024-05-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.482,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35601,2024-05-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.405,False,Packaging line stop reduced adjacent vibration background.
+35602,2024-05-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.473,False,Shift handoff note referenced unusual noise near press enclosure.
+35603,2024-05-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.014,False,Press cycle dwell time lengthened during high-volume batch.
+35604,2024-05-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.837,False,Pressure settled back to nominal after valve reseat.
+35605,2024-05-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Vibration burst exceeds envelope during tool change cycle.
+35606,2024-05-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.147,False,Sensor battery health remains nominal after firmware update.
+35607,2024-05-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.517,False,Bearing temperature rising faster than baseline on spindle cell.
+35608,2024-05-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35609,2024-05-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Quality team requested trace review for lot 24-118B.
+35610,2024-05-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.403,False,Sensor battery health remains nominal after firmware update.
+35611,2024-05-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Pressure settled back to nominal after valve reseat.
+35612,2024-05-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.784,False,Temporary gateway failover completed without data loss.
+35613,2024-05-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Vibration baseline recovered after tool holder replacement.
+35614,2024-05-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.221,False,Warning threshold updated for pilot predictive-maintenance model.
+35615,2024-05-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.496,False,Air handler maintenance reduced humidity variance on finishing line.
+35616,2024-05-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.721,False,Humidity baseline improved after seal replacement.
+35617,2024-05-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.839,False,Hydraulic line pressure oscillation detected under load.
+35618,2024-05-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.932,False,Short-lived packet loss observed at edge gateway gw-02.
+35619,2024-05-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Humidity climbed during dock-door open period in afternoon shift.
+35620,2024-05-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.731,False,Telemetry quality flag downgraded during sensor self-test window.
+35621,2024-05-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.179,False,Thermal overshoot event coincided with recipe change on furnace.
+35622,2024-05-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.277,False,Sensor battery health remains nominal after firmware update.
+35623,2024-05-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Hydraulic line pressure oscillation detected under load.
+35624,2024-05-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.523,False,Temperature remained elevated during unscheduled overtime run.
+35625,2024-05-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.103,False,Humidity baseline improved after seal replacement.
+35626,2024-05-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.704,False,Operator reported intermittent chatter on machine CNC-04.
+35627,2024-05-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.494,False,Humidity climbed during dock-door open period in afternoon shift.
+35628,2024-05-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.852,False,SCADA backfill inserted two delayed telemetry points.
+35629,2024-05-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Short-lived packet loss observed at edge gateway gw-02.
+35630,2024-05-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.237,False,Vibration baseline recovered after tool holder replacement.
+35631,2024-05-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.529,False,Sensor enclosure opened for manual calibration verification.
+35632,2024-05-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.976,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35633,2024-05-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Pressure peak corresponds to oversized billet batch processing.
+35634,2024-05-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.066,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35635,2024-05-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.824,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35636,2024-05-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.361,False,Supervisory alert generated after three consecutive threshold breaches.
+35637,2024-05-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.815,False,Transient outlier matched forklift impact near cabinet wall.
+35638,2024-05-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.104,False,Maintenance scheduler deferred calibration due to spare shortage.
+35639,2024-05-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.718,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35640,2024-05-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.15,False,Operator reported intermittent chatter on machine CNC-04.
+35641,2024-05-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.902,False,Pressure settled back to nominal after valve reseat.
+35642,2024-05-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.709,False,Coolant loop adjustment reduced chamber temperature spread.
+35643,2024-05-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Anomaly review flagged possible bearing wear progression.
+35644,2024-05-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.548,False,Temperature remained elevated during unscheduled overtime run.
+35645,2024-05-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.359,False,Dust extraction fan offline for 18 minutes on line finishing.
+35646,2024-05-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.527,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35647,2024-05-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.78,False,Sensor signal clipping observed during startup surge.
+35648,2024-05-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.99,False,Vibration baseline recovered after tool holder replacement.
+35649,2024-05-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.948,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35650,2024-05-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.317,False,Temporary gateway failover completed without data loss.
+35651,2024-05-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.608,False,Pressure line purge completed before restart authorization.
+35652,2024-05-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.188,False,Temporary gateway failover completed without data loss.
+35653,2024-05-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Transient outlier matched forklift impact near cabinet wall.
+35654,2024-05-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.066,False,Anomaly review flagged possible bearing wear progression.
+35655,2024-05-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Maintenance crew confirmed lubrication interval was missed.
+35656,2024-05-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.63,False,Sensor signal clipping observed during startup surge.
+35657,2024-05-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.223,False,Maintenance note logged for coupling imbalance inspection.
+35658,2024-05-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.534,False,Machine idle period extended during planned sanitation window.
+35659,2024-05-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Vibration harmonics broadened during extended production run.
+35660,2024-05-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.041,False,Machine throughput increase drove sustained pressure uplift.
+35661,2024-05-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.074,False,SCADA backfill inserted two delayed telemetry points.
+35662,2024-05-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.049,False,Humidity baseline improved after seal replacement.
+35663,2024-05-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.923,False,Packaging line stop reduced adjacent vibration background.
+35664,2024-05-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.992,False,Sensor heartbeat delayed by one interval after gateway retry.
+35665,2024-05-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35666,2024-05-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.526,False,Telemetry quality flag downgraded during sensor self-test window.
+35667,2024-05-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.11,False,Operator reset acknowledged after red-tag inspection.
+35668,2024-05-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.696,False,Machine throughput increase drove sustained pressure uplift.
+35669,2024-05-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.097,False,Edge collector replayed buffered events after network recovery.
+35670,2024-05-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.228,False,Supervisory alert generated after three consecutive threshold breaches.
+35671,2024-05-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.006,False,Bearing temperature rising faster than baseline on spindle cell.
+35672,2024-05-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.227,False,Quality hold reduced finishing booth activity for one shift.
+35673,2024-05-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.209,False,Temperature remained elevated during unscheduled overtime run.
+35674,2024-05-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.056,False,Press cycle dwell time lengthened during high-volume batch.
+35675,2024-05-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Transient outlier matched forklift impact near cabinet wall.
+35676,2024-05-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.869,False,Condensation warning cleared after dehumidifier ramp-up.
+35677,2024-05-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Shift handoff note referenced unusual noise near press enclosure.
+35678,2024-05-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.958,False,Sensor heartbeat delayed by one interval after gateway retry.
+35679,2024-05-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Quality team requested trace review for lot 24-118B.
+35680,2024-05-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.977,False,Vibration harmonics broadened during extended production run.
+35681,2024-05-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Maintenance note logged for coupling imbalance inspection.
+35682,2024-05-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.697,False,Thermal overshoot event coincided with recipe change on furnace.
+35683,2024-05-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Vibration burst exceeds envelope during tool change cycle.
+35684,2024-05-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.139,False,Operator reported intermittent chatter on machine CNC-04.
+35685,2024-05-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Maintenance crew confirmed lubrication interval was missed.
+35686,2024-05-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.273,False,Coolant loop adjustment reduced chamber temperature spread.
+35687,2024-05-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35688,2024-05-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.709,False,Thermal overshoot event coincided with recipe change on furnace.
+35689,2024-05-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35690,2024-05-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.267,False,Thermal ramp exceeded expected warmup curve before shift start.
+35691,2024-05-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.004,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35692,2024-05-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.33,False,Quality team requested trace review for lot 24-118B.
+35693,2024-05-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.058,False,Pressure settled back to nominal after valve reseat.
+35694,2024-05-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.667,False,Vibration burst exceeds envelope during tool change cycle.
+35695,2024-05-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.532,False,Humidity readings track seasonal rise across late spring.
+35696,2024-05-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.512,False,Night shift startup produced higher than normal vibration floor.
+35697,2024-05-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.502,False,Temperature remained elevated during unscheduled overtime run.
+35698,2024-05-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.453,False,Condensation warning cleared after dehumidifier ramp-up.
+35699,2024-05-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.923,False,Machine idle period extended during planned sanitation window.
+35700,2024-05-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.883,False,Temperature variance narrowed after coolant nozzle cleaning.
+35701,2024-05-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.327,False,Quality hold reduced finishing booth activity for one shift.
+35702,2024-05-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.393,False,Vibration harmonics broadened during extended production run.
+35703,2024-05-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.166,False,Short-lived packet loss observed at edge gateway gw-02.
+35704,2024-05-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.913,False,Maintenance crew confirmed lubrication interval was missed.
+35705,2024-05-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.282,False,Unbalanced load introduced cyclical pressure ripple.
+35706,2024-05-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.643,False,Operator reported intermittent chatter on machine CNC-04.
+35707,2024-05-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.412,False,Maintenance note logged for coupling imbalance inspection.
+35708,2024-05-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.555,False,Maintenance crew confirmed lubrication interval was missed.
+35709,2024-05-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.2,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35710,2024-05-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.904,False,Pressure line purge completed before restart authorization.
+35711,2024-05-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.458,False,Maintenance note logged for coupling imbalance inspection.
+35712,2024-05-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.889,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35713,2024-05-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Warning threshold updated for pilot predictive-maintenance model.
+35714,2024-05-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.012,False,SCADA backfill inserted two delayed telemetry points.
+35715,2024-05-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.929,False,SCADA backfill inserted two delayed telemetry points.
+35716,2024-05-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.714,False,Operator reset acknowledged after red-tag inspection.
+35717,2024-05-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35718,2024-05-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.322,False,Sensor signal clipping observed during startup surge.
+35719,2024-05-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.616,False,Reliability engineer tagged sample window for model retraining.
+35720,2024-05-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.535,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35721,2024-05-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Quality hold reduced finishing booth activity for one shift.
+35722,2024-05-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.68,False,Coolant loop adjustment reduced chamber temperature spread.
+35723,2024-05-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.086,False,Humidity excursion near finishing booth during coating run.
+35724,2024-05-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.701,False,Air handler maintenance reduced humidity variance on finishing line.
+35725,2024-05-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.449,False,Sensor heartbeat delayed by one interval after gateway retry.
+35726,2024-05-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.112,False,Machine throughput increase drove sustained pressure uplift.
+35727,2024-05-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,SCADA backfill inserted two delayed telemetry points.
+35728,2024-05-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.193,False,Press cycle dwell time lengthened during high-volume batch.
+35729,2024-05-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.11,False,SCADA backfill inserted two delayed telemetry points.
+35730,2024-05-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.265,False,Machine throughput increase drove sustained pressure uplift.
+35731,2024-05-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.139,False,Operator reported intermittent chatter on machine CNC-04.
+35732,2024-05-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.009,False,Night shift startup produced higher than normal vibration floor.
+35733,2024-05-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.697,False,Quality team requested trace review for lot 24-118B.
+35734,2024-05-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.351,False,Quality hold reduced finishing booth activity for one shift.
+35735,2024-05-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.893,False,Unbalanced load introduced cyclical pressure ripple.
+35736,2024-05-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.563,False,Thermal overshoot event coincided with recipe change on furnace.
+35737,2024-05-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Operator reported intermittent chatter on machine CNC-04.
+35738,2024-05-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.136,False,Shift handoff note referenced unusual noise near press enclosure.
+35739,2024-05-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.261,False,Sensor signal clipping observed during startup surge.
+35740,2024-05-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.061,False,Sensor enclosure opened for manual calibration verification.
+35741,2024-05-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Operator reported intermittent chatter on machine CNC-04.
+35742,2024-05-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.705,False,Vibration burst exceeds envelope during tool change cycle.
+35743,2024-05-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,Reliability engineer tagged sample window for model retraining.
+35744,2024-05-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.693,False,Night shift startup produced higher than normal vibration floor.
+35745,2024-05-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.97,False,Machine idle period extended during planned sanitation window.
+35746,2024-05-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.075,False,Short-lived packet loss observed at edge gateway gw-02.
+35747,2024-05-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.072,False,Thermal ramp exceeded expected warmup curve before shift start.
+35748,2024-05-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.734,False,Short-lived packet loss observed at edge gateway gw-02.
+35749,2024-05-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Humidity baseline improved after seal replacement.
+35750,2024-05-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.019,False,Humidity readings track seasonal rise across late spring.
+35751,2024-05-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Operator reported intermittent chatter on machine CNC-04.
+35752,2024-05-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.27,False,Bearing temperature rising faster than baseline on spindle cell.
+35753,2024-05-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.849,False,Temperature variance narrowed after coolant nozzle cleaning.
+35754,2024-05-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.258,False,Pressure peak corresponds to oversized billet batch processing.
+35755,2024-05-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.324,False,Quality team requested trace review for lot 24-118B.
+35756,2024-05-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Pressure settled back to nominal after valve reseat.
+35757,2024-05-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Temperature variance narrowed after coolant nozzle cleaning.
+35758,2024-05-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.605,False,Shift handoff note referenced unusual noise near press enclosure.
+35759,2024-05-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.579,False,Short-lived packet loss observed at edge gateway gw-02.
+35760,2024-05-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.962,False,Bearing temperature rising faster than baseline on spindle cell.
+35761,2024-05-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Pressure peak corresponds to oversized billet batch processing.
+35762,2024-05-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.047,False,Humidity baseline improved after seal replacement.
+35763,2024-05-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.113,False,Vibration baseline recovered after tool holder replacement.
+35764,2024-05-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.387,False,Anomaly review flagged possible bearing wear progression.
+35765,2024-05-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.312,False,Supervisory alert generated after three consecutive threshold breaches.
+35766,2024-05-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.443,False,Pressure line purge completed before restart authorization.
+35767,2024-05-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.736,False,Hydraulic line pressure oscillation detected under load.
+35768,2024-05-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.914,False,Sensor heartbeat delayed by one interval after gateway retry.
+35769,2024-05-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.596,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35770,2024-05-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.995,False,Anomaly review flagged possible bearing wear progression.
+35771,2024-05-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35772,2024-05-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.005,False,Temporary gateway failover completed without data loss.
+35773,2024-05-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Anomaly review flagged possible bearing wear progression.
+35774,2024-05-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.986,False,Transient outlier matched forklift impact near cabinet wall.
+35775,2024-05-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.062,False,Quality team requested trace review for lot 24-118B.
+35776,2024-05-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.125,False,Maintenance note logged for coupling imbalance inspection.
+35777,2024-05-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Shift handoff note referenced unusual noise near press enclosure.
+35778,2024-05-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.99,False,Thermal ramp exceeded expected warmup curve before shift start.
+35779,2024-05-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.943,False,Night shift startup produced higher than normal vibration floor.
+35780,2024-05-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.048,False,Machine idle period extended during planned sanitation window.
+35781,2024-05-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.989,False,Quality team requested trace review for lot 24-118B.
+35782,2024-05-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.171,False,Sensor signal clipping observed during startup surge.
+35783,2024-05-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.935,False,Vibration baseline recovered after tool holder replacement.
+35784,2024-05-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.489,False,Press cycle dwell time lengthened during high-volume batch.
+35785,2024-05-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.961,False,Supervisory alert generated after three consecutive threshold breaches.
+35786,2024-05-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.641,False,Dust extraction fan offline for 18 minutes on line finishing.
+35787,2024-05-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.588,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35788,2024-05-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.508,False,Quality team requested trace review for lot 24-118B.
+35789,2024-05-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.542,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35790,2024-05-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.287,False,Unbalanced load introduced cyclical pressure ripple.
+35791,2024-05-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.598,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35792,2024-05-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.15,False,Humidity baseline improved after seal replacement.
+35793,2024-05-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.726,False,Unbalanced load introduced cyclical pressure ripple.
+35794,2024-05-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.891,False,Temperature variance narrowed after coolant nozzle cleaning.
+35795,2024-05-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Reliability engineer tagged sample window for model retraining.
+35796,2024-05-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.553,False,Transient outlier matched forklift impact near cabinet wall.
+35797,2024-05-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35798,2024-05-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.748,False,Temperature remained elevated during unscheduled overtime run.
+35799,2024-05-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.51,False,Quality team requested trace review for lot 24-118B.
+35800,2024-05-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.105,False,Thermal overshoot event coincided with recipe change on furnace.
+35801,2024-05-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.837,False,Sensor battery health remains nominal after firmware update.
+35802,2024-05-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Vibration baseline recovered after tool holder replacement.
+35803,2024-05-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.402,False,Maintenance crew confirmed lubrication interval was missed.
+35804,2024-05-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.162,False,Vibration harmonics broadened during extended production run.
+35805,2024-05-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35806,2024-05-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.982,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35807,2024-05-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.455,False,Shift handoff note referenced unusual noise near press enclosure.
+35808,2024-05-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.141,False,Warning threshold updated for pilot predictive-maintenance model.
+35809,2024-05-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Reliability engineer tagged sample window for model retraining.
+35810,2024-05-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.595,False,Humidity excursion near finishing booth during coating run.
+35811,2024-05-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.438,False,Temperature variance narrowed after coolant nozzle cleaning.
+35812,2024-05-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.17,False,SCADA backfill inserted two delayed telemetry points.
+35813,2024-05-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Short-lived packet loss observed at edge gateway gw-02.
+35814,2024-05-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.61,False,Maintenance crew confirmed lubrication interval was missed.
+35815,2024-05-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.72,False,Operator reset acknowledged after red-tag inspection.
+35816,2024-05-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.193,False,Telemetry quality flag downgraded during sensor self-test window.
+35817,2024-05-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Vibration burst exceeds envelope during tool change cycle.
+35818,2024-05-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.621,False,Sensor enclosure opened for manual calibration verification.
+35819,2024-05-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.092,False,Operator reset acknowledged after red-tag inspection.
+35820,2024-05-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.633,False,Sensor heartbeat delayed by one interval after gateway retry.
+35821,2024-05-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.922,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35822,2024-05-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.102,False,Sensor heartbeat delayed by one interval after gateway retry.
+35823,2024-05-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Coolant loop adjustment reduced chamber temperature spread.
+35824,2024-05-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Thermal overshoot event coincided with recipe change on furnace.
+35825,2024-05-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Reliability engineer tagged sample window for model retraining.
+35826,2024-05-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.404,False,Humidity excursion near finishing booth during coating run.
+35827,2024-05-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,5.383,False,Quality hold reduced finishing booth activity for one shift.
+35828,2024-05-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.201,False,Thermal overshoot event coincided with recipe change on furnace.
+35829,2024-05-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.723,False,Hydraulic line pressure oscillation detected under load.
+35830,2024-05-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.472,False,Heat-treat furnace door cycling increased localized temperature spikes.
+35831,2024-05-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Shift handoff note referenced unusual noise near press enclosure.
+35832,2024-05-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.432,False,Night shift startup produced higher than normal vibration floor.
+35833,2024-05-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.844,False,Shift handoff note referenced unusual noise near press enclosure.
+35834,2024-05-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.188,False,Machine idle period extended during planned sanitation window.
+35835,2024-05-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.854,False,Short-lived packet loss observed at edge gateway gw-02.
+35836,2024-05-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.932,False,Humidity readings track seasonal rise across late spring.
+35837,2024-05-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Temperature variance narrowed after coolant nozzle cleaning.
+35838,2024-05-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.118,False,Temperature variance narrowed after coolant nozzle cleaning.
+35839,2024-05-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35840,2024-05-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.963,False,Warning threshold updated for pilot predictive-maintenance model.
+35841,2024-05-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.19,False,Quality team requested trace review for lot 24-118B.
+35842,2024-05-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.294,False,Reliability engineer tagged sample window for model retraining.
+35843,2024-05-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Humidity baseline improved after seal replacement.
+35844,2024-05-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.216,False,Calibration check overdue by 11 days for press-line transducer.
+35845,2024-05-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.276,False,Pressure settled back to nominal after valve reseat.
+35846,2024-05-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.396,False,Sensor enclosure opened for manual calibration verification.
+35847,2024-05-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.391,False,Shift handoff note referenced unusual noise near press enclosure.
+35848,2024-05-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.22,False,Unbalanced load introduced cyclical pressure ripple.
+35849,2024-05-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Sensor signal clipping observed during startup surge.
+35850,2024-05-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.713,False,Reliability engineer tagged sample window for model retraining.
+35851,2024-05-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Temperature variance narrowed after coolant nozzle cleaning.
+35852,2024-05-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.706,False,Coolant loop adjustment reduced chamber temperature spread.
+35853,2024-05-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.13,False,Quality hold reduced finishing booth activity for one shift.
+35854,2024-05-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35855,2024-05-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.505,False,Sensor signal clipping observed during startup surge.
+35856,2024-05-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.035,False,Thermal ramp exceeded expected warmup curve before shift start.
+35857,2024-05-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.917,False,Warning threshold updated for pilot predictive-maintenance model.
+35858,2024-05-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.822,False,Anomaly review flagged possible bearing wear progression.
+35859,2024-05-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Temperature remained elevated during unscheduled overtime run.
+35860,2024-05-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.848,False,Pressure line purge completed before restart authorization.
+35861,2024-05-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Sensor heartbeat delayed by one interval after gateway retry.
+35862,2024-05-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.825,False,Shift handoff note referenced unusual noise near press enclosure.
+35863,2024-05-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Sensor enclosure opened for manual calibration verification.
+35864,2024-05-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.851,False,Bearing temperature rising faster than baseline on spindle cell.
+35865,2024-05-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.017,False,Humidity baseline improved after seal replacement.
+35866,2024-05-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.167,False,Thermal ramp exceeded expected warmup curve before shift start.
+35867,2024-05-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.476,False,Vibration harmonics broadened during extended production run.
+35868,2024-05-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.75,False,Vibration baseline recovered after tool holder replacement.
+35869,2024-05-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.503,False,Coolant loop adjustment reduced chamber temperature spread.
+35870,2024-05-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.907,False,Sensor battery health remains nominal after firmware update.
+35871,2024-05-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.538,False,Air handler maintenance reduced humidity variance on finishing line.
+35872,2024-05-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.558,False,Reliability engineer tagged sample window for model retraining.
+35873,2024-05-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35874,2024-05-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.157,False,Calibration check overdue by 11 days for press-line transducer.
+35875,2024-05-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.012,False,Pressure settled back to nominal after valve reseat.
+35876,2024-05-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.193,False,Humidity climbed during dock-door open period in afternoon shift.
+35877,2024-05-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Quality team requested trace review for lot 24-118B.
+35878,2024-05-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.802,False,Reliability engineer tagged sample window for model retraining.
+35879,2024-05-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.966,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35880,2024-05-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.438,False,Operator reported intermittent chatter on machine CNC-04.
+35881,2024-05-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Machine idle period extended during planned sanitation window.
+35882,2024-05-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.12,False,Supervisory alert generated after three consecutive threshold breaches.
+35883,2024-05-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.216,False,Telemetry quality flag downgraded during sensor self-test window.
+35884,2024-05-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.128,False,Night shift startup produced higher than normal vibration floor.
+35885,2024-05-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.93,False,Machine idle period extended during planned sanitation window.
+35886,2024-05-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.921,False,Press cycle dwell time lengthened during high-volume batch.
+35887,2024-05-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.81,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35888,2024-05-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.216,False,Press cycle dwell time lengthened during high-volume batch.
+35889,2024-05-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.98,False,Temperature remained elevated during unscheduled overtime run.
+35890,2024-05-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.41,False,Calibration check overdue by 11 days for press-line transducer.
+35891,2024-05-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Machine throughput increase drove sustained pressure uplift.
+35892,2024-05-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.574,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35893,2024-05-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.577,False,Transient outlier matched forklift impact near cabinet wall.
+35894,2024-05-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.879,False,Warning threshold updated for pilot predictive-maintenance model.
+35895,2024-05-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.919,False,Operator reset acknowledged after red-tag inspection.
+35896,2024-05-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.808,False,Machine throughput increase drove sustained pressure uplift.
+35897,2024-05-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Temperature variance narrowed after coolant nozzle cleaning.
+35898,2024-05-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.297,False,Pressure settled back to nominal after valve reseat.
+35899,2024-05-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Packaging line stop reduced adjacent vibration background.
+35900,2024-05-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.531,False,Sensor signal clipping observed during startup surge.
+35901,2024-05-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.009,False,Machine throughput increase drove sustained pressure uplift.
+35902,2024-05-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.143,False,Operator reset acknowledged after red-tag inspection.
+35903,2024-05-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Maintenance note logged for coupling imbalance inspection.
+35904,2024-05-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.093,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35905,2024-05-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Quality team requested trace review for lot 24-118B.
+35906,2024-05-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.297,False,Vibration burst exceeds envelope during tool change cycle.
+35907,2024-05-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.277,False,Unbalanced load introduced cyclical pressure ripple.
+35908,2024-05-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.824,False,Vibration baseline recovered after tool holder replacement.
+35909,2024-05-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.962,False,Maintenance crew confirmed lubrication interval was missed.
+35910,2024-05-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.445,False,Maintenance scheduler deferred calibration due to spare shortage.
+35911,2024-05-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Unbalanced load introduced cyclical pressure ripple.
+35912,2024-05-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.122,False,Night shift startup produced higher than normal vibration floor.
+35913,2024-05-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,SCADA backfill inserted two delayed telemetry points.
+35914,2024-05-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.476,False,Maintenance crew confirmed lubrication interval was missed.
+35915,2024-05-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.393,False,Pressure line purge completed before restart authorization.
+35916,2024-05-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.821,False,Dust extraction fan offline for 18 minutes on line finishing.
+35917,2024-05-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.857,False,Dust extraction fan offline for 18 minutes on line finishing.
+35918,2024-05-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.438,False,Dust extraction fan offline for 18 minutes on line finishing.
+35919,2024-05-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.065,False,Ambient temperature stabilized after HVAC stage-two engagement.
+35920,2024-05-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.13,False,Operator reset acknowledged after red-tag inspection.
+35921,2024-05-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.8,False,Pressure line purge completed before restart authorization.
+35922,2024-05-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.159,False,Maintenance note logged for coupling imbalance inspection.
+35923,2024-05-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.151,False,Vibration baseline recovered after tool holder replacement.
+35924,2024-05-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.762,False,Sensor enclosure opened for manual calibration verification.
+35925,2024-05-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Sensor battery health remains nominal after firmware update.
+35926,2024-05-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.703,False,Edge collector replayed buffered events after network recovery.
+35927,2024-05-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.937,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35928,2024-05-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.881,False,Sensor battery health remains nominal after firmware update.
+35929,2024-05-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Maintenance crew confirmed lubrication interval was missed.
+35930,2024-05-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.692,False,Quality team requested trace review for lot 24-118B.
+35931,2024-05-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Transient outlier matched forklift impact near cabinet wall.
+35932,2024-05-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.863,False,Compressed air fluctuation introduced pressure noise for two cycles.
+35933,2024-05-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Bearing temperature rising faster than baseline on spindle cell.
+35934,2024-05-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.773,False,Short-lived packet loss observed at edge gateway gw-02.
+35935,2024-05-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Supervisory alert generated after three consecutive threshold breaches.
+35936,2024-05-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.517,False,Vibration baseline recovered after tool holder replacement.
+35937,2024-05-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
+35938,2024-05-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.462,False,Thermal overshoot event coincided with recipe change on furnace.
+35939,2024-05-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.107,False,Dust extraction fan offline for 18 minutes on line finishing.
+35940,2024-05-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.163,False,Maintenance crew confirmed lubrication interval was missed.
+35941,2024-05-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35942,2024-05-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.827,False,Humidity readings track seasonal rise across late spring.
+35943,2024-05-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.396,False,Temporary gateway failover completed without data loss.
+35944,2024-05-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.811,False,Vibration harmonics broadened during extended production run.
+35945,2024-05-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.858,False,Packaging line stop reduced adjacent vibration background.
+35946,2024-05-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.073,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35947,2024-05-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.053,False,Unbalanced load introduced cyclical pressure ripple.
+35948,2024-05-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.345,False,Sensor battery health remains nominal after firmware update.
+35949,2024-05-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Bearing temperature rising faster than baseline on spindle cell.
+35950,2024-05-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.576,False,Sensor signal clipping observed during startup surge.
+35951,2024-05-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Vibration harmonics broadened during extended production run.
+35952,2024-05-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.211,False,Sensor enclosure opened for manual calibration verification.
+35953,2024-05-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.653,False,Machine throughput increase drove sustained pressure uplift.
+35954,2024-05-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.826,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+35955,2024-05-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.619,False,Maintenance crew confirmed lubrication interval was missed.
+35956,2024-05-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.381,False,Temperature variance narrowed after coolant nozzle cleaning.
+35957,2024-05-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.234,False,Bearing temperature rising faster than baseline on spindle cell.
+35958,2024-05-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.636,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35959,2024-05-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.276,False,Short-lived packet loss observed at edge gateway gw-02.
+35960,2024-05-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.829,False,Anomaly review flagged possible bearing wear progression.
+35961,2024-05-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.314,False,Bearing temperature rising faster than baseline on spindle cell.
+35962,2024-05-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.373,False,Anomaly review flagged possible bearing wear progression.
+35963,2024-05-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.475,False,Packaging line stop reduced adjacent vibration background.
+35964,2024-05-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.807,False,Shift handoff note referenced unusual noise near press enclosure.
+35965,2024-05-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Thermal ramp exceeded expected warmup curve before shift start.
+35966,2024-05-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.379,False,Operator reported intermittent chatter on machine CNC-04.
+35967,2024-05-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35968,2024-05-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.486,False,Condensation warning cleared after dehumidifier ramp-up.
+35969,2024-05-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.987,False,Maintenance scheduler deferred calibration due to spare shortage.
+35970,2024-05-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.046,False,Sensor 3 drift suspected after cross-check with manual gauge.
+35971,2024-05-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Humidity excursion near finishing booth during coating run.
+35972,2024-05-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.04,False,Quality hold reduced finishing booth activity for one shift.
+35973,2024-05-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.138,False,Humidity baseline improved after seal replacement.
+35974,2024-05-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.837,False,Humidity baseline improved after seal replacement.
+35975,2024-05-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.18,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+35976,2024-05-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.659,False,Maintenance scheduler deferred calibration due to spare shortage.
+35977,2024-05-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.967,False,Packaging line stop reduced adjacent vibration background.
+35978,2024-05-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.392,False,Dust extraction fan offline for 18 minutes on line finishing.
+35979,2024-05-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Hydraulic line pressure oscillation detected under load.
+35980,2024-05-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.081,False,Pressure settled back to nominal after valve reseat.
+35981,2024-05-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Sensor battery health remains nominal after firmware update.
+35982,2024-05-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.728,False,Thermal ramp exceeded expected warmup curve before shift start.
+35983,2024-05-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.959,False,Machine throughput increase drove sustained pressure uplift.
+35984,2024-05-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35985,2024-05-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.829,False,Dust extraction fan offline for 18 minutes on line finishing.
+35986,2024-05-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.684,False,Dust extraction fan offline for 18 minutes on line finishing.
+35987,2024-05-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.746,False,Unbalanced load introduced cyclical pressure ripple.
+35988,2024-05-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.362,False,Air handler maintenance reduced humidity variance on finishing line.
+35989,2024-05-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+35990,2024-05-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.24,False,Thermal overshoot event coincided with recipe change on furnace.
+35991,2024-05-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.121,False,Sensor heartbeat delayed by one interval after gateway retry.
+35992,2024-05-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.719,False,SCADA backfill inserted two delayed telemetry points.
+35993,2024-05-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Vibration harmonics broadened during extended production run.
+35994,2024-05-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.864,False,Quality hold reduced finishing booth activity for one shift.
+35995,2024-05-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.875,False,Shift handoff note referenced unusual noise near press enclosure.
+35996,2024-05-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Vibration burst exceeds envelope during tool change cycle.
+35997,2024-05-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Maintenance note logged for coupling imbalance inspection.
+35998,2024-05-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.128,False,Bearing temperature rising faster than baseline on spindle cell.
+35999,2024-05-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.45,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36000,2024-05-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.342,False,Warning threshold updated for pilot predictive-maintenance model.
+36001,2024-05-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.079,False,Quality team requested trace review for lot 24-118B.
+36002,2024-05-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.928,False,Sensor enclosure opened for manual calibration verification.
+36003,2024-05-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.896,False,Sensor enclosure opened for manual calibration verification.
+36004,2024-05-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.857,False,Machine idle period extended during planned sanitation window.
+36005,2024-05-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36006,2024-05-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.028,False,Condensation warning cleared after dehumidifier ramp-up.
+36007,2024-05-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.795,False,Hydraulic line pressure oscillation detected under load.
+36008,2024-05-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.244,False,Temporary gateway failover completed without data loss.
+36009,2024-05-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Bearing temperature rising faster than baseline on spindle cell.
+36010,2024-05-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.67,False,Pressure line purge completed before restart authorization.
+36011,2024-05-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.02,False,Pressure line purge completed before restart authorization.
+36012,2024-05-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.53,False,Pressure peak corresponds to oversized billet batch processing.
+36013,2024-05-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36014,2024-05-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.434,False,Sensor battery health remains nominal after firmware update.
+36015,2024-05-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.696,False,Temperature remained elevated during unscheduled overtime run.
+36016,2024-05-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.116,False,Hydraulic line pressure oscillation detected under load.
+36017,2024-05-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Sensor battery health remains nominal after firmware update.
+36018,2024-05-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.688,False,Anomaly review flagged possible bearing wear progression.
+36019,2024-05-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.555,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36020,2024-05-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.272,False,Coolant loop adjustment reduced chamber temperature spread.
+36021,2024-05-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.399,False,Maintenance crew confirmed lubrication interval was missed.
+36022,2024-05-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.999,False,Air handler maintenance reduced humidity variance on finishing line.
+36023,2024-05-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.88,False,Machine throughput increase drove sustained pressure uplift.
+36024,2024-05-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.113,False,SCADA backfill inserted two delayed telemetry points.
+36025,2024-05-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Supervisory alert generated after three consecutive threshold breaches.
+36026,2024-05-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.965,False,Quality team requested trace review for lot 24-118B.
+36027,2024-05-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.407,False,Humidity baseline improved after seal replacement.
+36028,2024-05-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.464,False,Machine throughput increase drove sustained pressure uplift.
+36029,2024-05-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.046,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36030,2024-05-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.427,False,Vibration baseline recovered after tool holder replacement.
+36031,2024-05-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
+36032,2024-05-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.178,False,Quality hold reduced finishing booth activity for one shift.
+36033,2024-05-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Anomaly review flagged possible bearing wear progression.
+36034,2024-05-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.435,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36035,2024-05-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.753,False,Vibration harmonics broadened during extended production run.
+36036,2024-05-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.493,False,Unbalanced load introduced cyclical pressure ripple.
+36037,2024-05-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.884,False,SCADA backfill inserted two delayed telemetry points.
+36038,2024-05-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.431,False,Calibration check overdue by 11 days for press-line transducer.
+36039,2024-05-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36040,2024-05-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Sensor heartbeat delayed by one interval after gateway retry.
+36041,2024-05-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Sensor enclosure opened for manual calibration verification.
+36042,2024-05-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.29,False,Unbalanced load introduced cyclical pressure ripple.
+36043,2024-05-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.233,False,Press cycle dwell time lengthened during high-volume batch.
+36044,2024-05-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36045,2024-05-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36046,2024-05-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.723,False,Operator reset acknowledged after red-tag inspection.
+36047,2024-05-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.491,False,SCADA backfill inserted two delayed telemetry points.
+36048,2024-05-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.606,False,SCADA backfill inserted two delayed telemetry points.
+36049,2024-05-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Quality team requested trace review for lot 24-118B.
+36050,2024-05-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.734,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36051,2024-05-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Air handler maintenance reduced humidity variance on finishing line.
+36052,2024-05-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.677,False,Pressure settled back to nominal after valve reseat.
+36053,2024-05-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.24,False,Machine throughput increase drove sustained pressure uplift.
+36054,2024-05-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.392,False,Pressure line purge completed before restart authorization.
+36055,2024-05-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.76,False,Pressure settled back to nominal after valve reseat.
+36056,2024-05-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.182,False,Telemetry quality flag downgraded during sensor self-test window.
+36057,2024-05-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.047,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36058,2024-05-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.62,False,Pressure peak corresponds to oversized billet batch processing.
+36059,2024-05-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.419,False,Edge collector replayed buffered events after network recovery.
+36060,2024-05-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.099,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36061,2024-05-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.399,False,Thermal overshoot event coincided with recipe change on furnace.
+36062,2024-05-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.206,False,Humidity baseline improved after seal replacement.
+36063,2024-05-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.031,False,Reliability engineer tagged sample window for model retraining.
+36064,2024-05-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.452,False,Temporary gateway failover completed without data loss.
+36065,2024-05-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.46,False,Humidity climbed during dock-door open period in afternoon shift.
+36066,2024-05-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.55,False,Supervisory alert generated after three consecutive threshold breaches.
+36067,2024-05-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Packaging line stop reduced adjacent vibration background.
+36068,2024-05-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.592,False,Thermal ramp exceeded expected warmup curve before shift start.
+36069,2024-05-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.17,False,Humidity climbed during dock-door open period in afternoon shift.
+36070,2024-05-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.458,False,Hydraulic line pressure oscillation detected under load.
+36071,2024-05-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Maintenance note logged for coupling imbalance inspection.
+36072,2024-05-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.019,False,Humidity readings track seasonal rise across late spring.
+36073,2024-05-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Quality hold reduced finishing booth activity for one shift.
+36074,2024-05-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.473,False,Humidity baseline improved after seal replacement.
+36075,2024-05-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.474,False,Quality hold reduced finishing booth activity for one shift.
+36076,2024-05-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.194,False,Sensor heartbeat delayed by one interval after gateway retry.
+36077,2024-05-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Temperature remained elevated during unscheduled overtime run.
+36078,2024-05-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.891,False,Maintenance note logged for coupling imbalance inspection.
+36079,2024-05-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Telemetry quality flag downgraded during sensor self-test window.
+36080,2024-05-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.539,False,Warning threshold updated for pilot predictive-maintenance model.
+36081,2024-05-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.469,False,Air handler maintenance reduced humidity variance on finishing line.
+36082,2024-05-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.955,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36083,2024-05-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.73,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36084,2024-05-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.244,False,Hydraulic line pressure oscillation detected under load.
+36085,2024-05-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.024,False,Edge collector replayed buffered events after network recovery.
+36086,2024-05-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.604,False,Temporary gateway failover completed without data loss.
+36087,2024-05-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Machine idle period extended during planned sanitation window.
+36088,2024-05-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.969,False,Operator reset acknowledged after red-tag inspection.
+36089,2024-05-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.097,False,Humidity baseline improved after seal replacement.
+36090,2024-05-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.039,False,Sensor enclosure opened for manual calibration verification.
+36091,2024-05-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.029,False,Short-lived packet loss observed at edge gateway gw-02.
+36092,2024-05-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.588,False,Sensor battery health remains nominal after firmware update.
+36093,2024-05-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.029,False,Temperature remained elevated during unscheduled overtime run.
+36094,2024-05-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.874,False,Temporary gateway failover completed without data loss.
+36095,2024-05-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Anomaly review flagged possible bearing wear progression.
+36096,2024-05-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.704,False,Operator reported intermittent chatter on machine CNC-04.
+36097,2024-05-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.672,False,Temperature variance narrowed after coolant nozzle cleaning.
+36098,2024-05-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Temporary gateway failover completed without data loss.
+36099,2024-05-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.708,False,SCADA backfill inserted two delayed telemetry points.
+36100,2024-05-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.174,False,Vibration burst exceeds envelope during tool change cycle.
+36101,2024-05-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.741,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36102,2024-05-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.623,False,Sensor heartbeat delayed by one interval after gateway retry.
+36103,2024-05-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Humidity readings track seasonal rise across late spring.
+36104,2024-05-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.782,False,SCADA backfill inserted two delayed telemetry points.
+36105,2024-05-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Night shift startup produced higher than normal vibration floor.
+36106,2024-05-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.291,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36107,2024-05-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.09,False,Telemetry quality flag downgraded during sensor self-test window.
+36108,2024-05-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.392,False,Humidity excursion near finishing booth during coating run.
+36109,2024-05-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.193,False,Vibration burst exceeds envelope during tool change cycle.
+36110,2024-05-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.43,False,Pressure peak corresponds to oversized billet batch processing.
+36111,2024-05-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,Air handler maintenance reduced humidity variance on finishing line.
+36112,2024-05-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.366,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36113,2024-05-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Temperature variance narrowed after coolant nozzle cleaning.
+36114,2024-05-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36115,2024-05-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Maintenance note logged for coupling imbalance inspection.
+36116,2024-05-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.262,False,Machine idle period extended during planned sanitation window.
+36117,2024-05-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.176,False,Maintenance crew confirmed lubrication interval was missed.
+36118,2024-05-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.192,False,Edge collector replayed buffered events after network recovery.
+36119,2024-05-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Sensor signal clipping observed during startup surge.
+36120,2024-05-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.986,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36121,2024-05-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.022,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36122,2024-05-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.621,False,Sensor battery health remains nominal after firmware update.
+36123,2024-05-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Calibration check overdue by 11 days for press-line transducer.
+36124,2024-05-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.995,False,Hydraulic line pressure oscillation detected under load.
+36125,2024-05-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.679,False,Sensor heartbeat delayed by one interval after gateway retry.
+36126,2024-05-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.989,False,Humidity readings track seasonal rise across late spring.
+36127,2024-05-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Operator reported intermittent chatter on machine CNC-04.
+36128,2024-05-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.176,False,Sensor heartbeat delayed by one interval after gateway retry.
+36129,2024-05-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.276,False,Coolant loop adjustment reduced chamber temperature spread.
+36130,2024-05-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.473,False,Vibration harmonics broadened during extended production run.
+36131,2024-05-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.312,False,Maintenance scheduler deferred calibration due to spare shortage.
+36132,2024-05-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.302,False,Sensor battery health remains nominal after firmware update.
+36133,2024-05-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.005,False,Sensor enclosure opened for manual calibration verification.
+36134,2024-05-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.806,False,Calibration check overdue by 11 days for press-line transducer.
+36135,2024-05-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Bearing temperature rising faster than baseline on spindle cell.
+36136,2024-05-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.999,False,Dust extraction fan offline for 18 minutes on line finishing.
+36137,2024-05-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.574,False,SCADA backfill inserted two delayed telemetry points.
+36138,2024-05-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.472,False,Sensor signal clipping observed during startup surge.
+36139,2024-05-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Quality team requested trace review for lot 24-118B.
+36140,2024-05-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36141,2024-05-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.002,False,Edge collector replayed buffered events after network recovery.
+36142,2024-05-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.798,False,Maintenance note logged for coupling imbalance inspection.
+36143,2024-05-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Maintenance crew confirmed lubrication interval was missed.
+36144,2024-05-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.047,False,Thermal ramp exceeded expected warmup curve before shift start.
+36145,2024-05-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Maintenance note logged for coupling imbalance inspection.
+36146,2024-05-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.798,False,Telemetry quality flag downgraded during sensor self-test window.
+36147,2024-05-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.756,False,Operator reset acknowledged after red-tag inspection.
+36148,2024-05-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.584,False,SCADA backfill inserted two delayed telemetry points.
+36149,2024-05-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.949,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36150,2024-05-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.801,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36151,2024-05-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Thermal ramp exceeded expected warmup curve before shift start.
+36152,2024-05-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.453,False,Sensor heartbeat delayed by one interval after gateway retry.
+36153,2024-05-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Packaging line stop reduced adjacent vibration background.
+36154,2024-05-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.825,False,Packaging line stop reduced adjacent vibration background.
+36155,2024-05-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.454,False,Pressure peak corresponds to oversized billet batch processing.
+36156,2024-05-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.203,False,Sensor battery health remains nominal after firmware update.
+36157,2024-05-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36158,2024-05-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.55,False,Pressure line purge completed before restart authorization.
+36159,2024-05-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.997,False,Maintenance crew confirmed lubrication interval was missed.
+36160,2024-05-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.573,False,Condensation warning cleared after dehumidifier ramp-up.
+36161,2024-05-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Transient outlier matched forklift impact near cabinet wall.
+36162,2024-05-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,56.916,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36163,2024-05-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Night shift startup produced higher than normal vibration floor.
+36164,2024-05-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.603,False,Temperature remained elevated during unscheduled overtime run.
+36165,2024-05-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.368,False,Packaging line stop reduced adjacent vibration background.
+36166,2024-05-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.572,False,Short-lived packet loss observed at edge gateway gw-02.
+36167,2024-05-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.681,False,Temperature remained elevated during unscheduled overtime run.
+36168,2024-05-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.965,False,Pressure line purge completed before restart authorization.
+36169,2024-05-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Quality team requested trace review for lot 24-118B.
+36170,2024-05-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.361,False,Sensor enclosure opened for manual calibration verification.
+36171,2024-05-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.854,False,Unbalanced load introduced cyclical pressure ripple.
+36172,2024-05-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.122,False,Night shift startup produced higher than normal vibration floor.
+36173,2024-05-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.853,False,Warning threshold updated for pilot predictive-maintenance model.
+36174,2024-05-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.236,False,Packaging line stop reduced adjacent vibration background.
+36175,2024-05-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.706,False,Hydraulic line pressure oscillation detected under load.
+36176,2024-05-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.543,False,Machine idle period extended during planned sanitation window.
+36177,2024-05-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.096,False,Temperature remained elevated during unscheduled overtime run.
+36178,2024-05-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.617,False,Operator reset acknowledged after red-tag inspection.
+36179,2024-05-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.233,False,Pressure line purge completed before restart authorization.
+36180,2024-05-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.467,False,Reliability engineer tagged sample window for model retraining.
+36181,2024-05-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Sensor heartbeat delayed by one interval after gateway retry.
+36182,2024-05-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36183,2024-05-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Transient outlier matched forklift impact near cabinet wall.
+36184,2024-05-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.663,False,Maintenance note logged for coupling imbalance inspection.
+36185,2024-05-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.495,False,Coolant loop adjustment reduced chamber temperature spread.
+36186,2024-05-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.416,False,Short-lived packet loss observed at edge gateway gw-02.
+36187,2024-05-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.995,False,Temperature remained elevated during unscheduled overtime run.
+36188,2024-05-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.127,False,Vibration burst exceeds envelope during tool change cycle.
+36189,2024-05-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.653,False,Thermal ramp exceeded expected warmup curve before shift start.
+36190,2024-05-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.328,False,Vibration burst exceeds envelope during tool change cycle.
+36191,2024-05-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.856,False,Reliability engineer tagged sample window for model retraining.
+36192,2024-05-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.185,False,Vibration baseline recovered after tool holder replacement.
+36193,2024-05-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Reliability engineer tagged sample window for model retraining.
+36194,2024-05-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.829,False,Warning threshold updated for pilot predictive-maintenance model.
+36195,2024-05-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Sensor heartbeat delayed by one interval after gateway retry.
+36196,2024-05-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36197,2024-05-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.39,False,Warning threshold updated for pilot predictive-maintenance model.
+36198,2024-05-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.106,False,Anomaly review flagged possible bearing wear progression.
+36199,2024-05-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.244,False,Humidity excursion near finishing booth during coating run.
+36200,2024-05-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.458,False,Humidity excursion near finishing booth during coating run.
+36201,2024-05-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.92,False,Sensor heartbeat delayed by one interval after gateway retry.
+36202,2024-05-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.616,False,Coolant loop adjustment reduced chamber temperature spread.
+36203,2024-05-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.249,False,Machine throughput increase drove sustained pressure uplift.
+36204,2024-05-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.034,False,Reliability engineer tagged sample window for model retraining.
+36205,2024-05-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.83,False,SCADA backfill inserted two delayed telemetry points.
+36206,2024-05-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.247,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36207,2024-05-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.125,False,Thermal overshoot event coincided with recipe change on furnace.
+36208,2024-05-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.154,False,Pressure peak corresponds to oversized billet batch processing.
+36209,2024-05-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.481,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36210,2024-05-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.212,False,Coolant loop adjustment reduced chamber temperature spread.
+36211,2024-05-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.971,False,Sensor heartbeat delayed by one interval after gateway retry.
+36212,2024-05-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.308,False,Sensor heartbeat delayed by one interval after gateway retry.
+36213,2024-05-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36214,2024-05-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.819,False,Sensor heartbeat delayed by one interval after gateway retry.
+36215,2024-05-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Humidity climbed during dock-door open period in afternoon shift.
+36216,2024-05-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.722,False,Air handler maintenance reduced humidity variance on finishing line.
+36217,2024-05-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.764,False,Maintenance crew confirmed lubrication interval was missed.
+36218,2024-05-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.614,False,Sensor enclosure opened for manual calibration verification.
+36219,2024-05-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.747,False,Thermal ramp exceeded expected warmup curve before shift start.
+36220,2024-05-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.242,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36221,2024-05-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.951,False,Pressure settled back to nominal after valve reseat.
+36222,2024-05-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.324,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36223,2024-05-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Humidity readings track seasonal rise across late spring.
+36224,2024-05-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.15,False,Temperature variance narrowed after coolant nozzle cleaning.
+36225,2024-05-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Coolant loop adjustment reduced chamber temperature spread.
+36226,2024-05-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.476,False,Maintenance note logged for coupling imbalance inspection.
+36227,2024-05-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.178,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36228,2024-05-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.415,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36229,2024-05-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.429,False,Temperature variance narrowed after coolant nozzle cleaning.
+36230,2024-05-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.069,False,Maintenance note logged for coupling imbalance inspection.
+36231,2024-05-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Pressure settled back to nominal after valve reseat.
+36232,2024-05-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.078,False,Temporary gateway failover completed without data loss.
+36233,2024-05-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Sensor battery health remains nominal after firmware update.
+36234,2024-05-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.511,False,Temporary gateway failover completed without data loss.
+36235,2024-05-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.491,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36236,2024-05-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.15,False,Shift handoff note referenced unusual noise near press enclosure.
+36237,2024-05-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.985,False,Humidity climbed during dock-door open period in afternoon shift.
+36238,2024-05-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36239,2024-05-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.458,False,Thermal overshoot event coincided with recipe change on furnace.
+36240,2024-05-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.049,False,Thermal ramp exceeded expected warmup curve before shift start.
+36241,2024-05-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.261,False,Operator reset acknowledged after red-tag inspection.
+36242,2024-05-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.697,False,Machine idle period extended during planned sanitation window.
+36243,2024-05-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.626,False,Calibration check overdue by 11 days for press-line transducer.
+36244,2024-05-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.962,False,Warning threshold updated for pilot predictive-maintenance model.
+36245,2024-05-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Pressure settled back to nominal after valve reseat.
+36246,2024-05-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.43,False,Operator reset acknowledged after red-tag inspection.
+36247,2024-05-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.927,False,Bearing temperature rising faster than baseline on spindle cell.
+36248,2024-05-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.107,False,Maintenance crew confirmed lubrication interval was missed.
+36249,2024-05-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.898,False,Temperature variance narrowed after coolant nozzle cleaning.
+36250,2024-05-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.419,False,Hydraulic line pressure oscillation detected under load.
+36251,2024-05-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.16,False,Sensor signal clipping observed during startup surge.
+36252,2024-05-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.554,False,Warning threshold updated for pilot predictive-maintenance model.
+36253,2024-05-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.345,False,Quality team requested trace review for lot 24-118B.
+36254,2024-05-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36255,2024-05-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Thermal overshoot event coincided with recipe change on furnace.
+36256,2024-05-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.048,False,Temperature variance narrowed after coolant nozzle cleaning.
+36257,2024-05-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Supervisory alert generated after three consecutive threshold breaches.
+36258,2024-05-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.481,False,Pressure line purge completed before restart authorization.
+36259,2024-05-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.332,False,Temperature variance narrowed after coolant nozzle cleaning.
+36260,2024-05-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.361,False,Warning threshold updated for pilot predictive-maintenance model.
+36261,2024-05-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Packaging line stop reduced adjacent vibration background.
+36262,2024-05-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.511,False,Condensation warning cleared after dehumidifier ramp-up.
+36263,2024-05-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Sensor enclosure opened for manual calibration verification.
+36264,2024-05-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.457,False,Unbalanced load introduced cyclical pressure ripple.
+36265,2024-05-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Pressure line purge completed before restart authorization.
+36266,2024-05-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.295,False,Air handler maintenance reduced humidity variance on finishing line.
+36267,2024-05-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Maintenance crew confirmed lubrication interval was missed.
+36268,2024-05-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.778,False,Condensation warning cleared after dehumidifier ramp-up.
+36269,2024-05-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Thermal overshoot event coincided with recipe change on furnace.
+36270,2024-05-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.025,False,Temporary gateway failover completed without data loss.
+36271,2024-05-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.333,False,Pressure line purge completed before restart authorization.
+36272,2024-05-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.788,False,Thermal overshoot event coincided with recipe change on furnace.
+36273,2024-05-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.627,False,Sensor battery health remains nominal after firmware update.
+36274,2024-05-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.5,False,Quality team requested trace review for lot 24-118B.
+36275,2024-05-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Night shift startup produced higher than normal vibration floor.
+36276,2024-05-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.511,False,Hydraulic line pressure oscillation detected under load.
+36277,2024-05-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Coolant loop adjustment reduced chamber temperature spread.
+36278,2024-05-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.924,False,Dust extraction fan offline for 18 minutes on line finishing.
+36279,2024-05-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Maintenance scheduler deferred calibration due to spare shortage.
+36280,2024-05-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.956,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36281,2024-05-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36282,2024-05-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.768,False,Supervisory alert generated after three consecutive threshold breaches.
+36283,2024-05-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.222,False,Temporary gateway failover completed without data loss.
+36284,2024-05-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.931,False,Thermal ramp exceeded expected warmup curve before shift start.
+36285,2024-05-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.98,False,Anomaly review flagged possible bearing wear progression.
+36286,2024-05-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.366,False,Hydraulic line pressure oscillation detected under load.
+36287,2024-05-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.592,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36288,2024-05-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.757,False,Calibration check overdue by 11 days for press-line transducer.
+36289,2024-05-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Vibration baseline recovered after tool holder replacement.
+36290,2024-05-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.904,False,Sensor signal clipping observed during startup surge.
+36291,2024-05-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.739,False,Telemetry quality flag downgraded during sensor self-test window.
+36292,2024-05-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36293,2024-05-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.523,False,Maintenance scheduler deferred calibration due to spare shortage.
+36294,2024-05-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.397,False,Temporary gateway failover completed without data loss.
+36295,2024-05-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.392,False,Thermal overshoot event coincided with recipe change on furnace.
+36296,2024-05-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.762,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36297,2024-05-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36298,2024-05-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.439,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36299,2024-05-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.426,False,Temporary gateway failover completed without data loss.
+36300,2024-05-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.229,False,Thermal overshoot event coincided with recipe change on furnace.
+36301,2024-05-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36302,2024-05-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.034,False,Packaging line stop reduced adjacent vibration background.
+36303,2024-05-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36304,2024-05-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.604,False,Bearing temperature rising faster than baseline on spindle cell.
+36305,2024-05-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Warning threshold updated for pilot predictive-maintenance model.
+36306,2024-05-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.531,False,Unbalanced load introduced cyclical pressure ripple.
+36307,2024-05-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36308,2024-05-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.026,False,Bearing temperature rising faster than baseline on spindle cell.
+36309,2024-05-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Operator reported intermittent chatter on machine CNC-04.
+36310,2024-05-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.22,False,Warning threshold updated for pilot predictive-maintenance model.
+36311,2024-05-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Humidity readings track seasonal rise across late spring.
+36312,2024-05-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.186,False,Operator reset acknowledged after red-tag inspection.
+36313,2024-05-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.368,False,Pressure peak corresponds to oversized billet batch processing.
+36314,2024-05-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.166,False,Sensor battery health remains nominal after firmware update.
+36315,2024-05-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36316,2024-05-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.777,False,Humidity readings track seasonal rise across late spring.
+36317,2024-05-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Shift handoff note referenced unusual noise near press enclosure.
+36318,2024-05-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.803,False,Packaging line stop reduced adjacent vibration background.
+36319,2024-05-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.41,False,Quality team requested trace review for lot 24-118B.
+36320,2024-05-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.789,False,Temperature variance narrowed after coolant nozzle cleaning.
+36321,2024-05-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.161,False,Bearing temperature rising faster than baseline on spindle cell.
+36322,2024-05-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.531,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36323,2024-05-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.059,False,Humidity baseline improved after seal replacement.
+36324,2024-05-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.238,False,Sensor battery health remains nominal after firmware update.
+36325,2024-05-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,Vibration baseline recovered after tool holder replacement.
+36326,2024-05-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.173,False,Night shift startup produced higher than normal vibration floor.
+36327,2024-05-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36328,2024-05-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.245,False,Unbalanced load introduced cyclical pressure ripple.
+36329,2024-05-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Hydraulic line pressure oscillation detected under load.
+36330,2024-05-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.668,False,Sensor enclosure opened for manual calibration verification.
+36331,2024-05-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Dust extraction fan offline for 18 minutes on line finishing.
+36332,2024-05-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.547,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36333,2024-05-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.853,False,Operator reported intermittent chatter on machine CNC-04.
+36334,2024-05-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.953,False,Pressure line purge completed before restart authorization.
+36335,2024-05-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.777,False,Operator reported intermittent chatter on machine CNC-04.
+36336,2024-05-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.197,False,Shift handoff note referenced unusual noise near press enclosure.
+36337,2024-05-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Vibration baseline recovered after tool holder replacement.
+36338,2024-05-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.015,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36339,2024-05-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.664,False,Quality team requested trace review for lot 24-118B.
+36340,2024-05-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.388,False,Dust extraction fan offline for 18 minutes on line finishing.
+36341,2024-05-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36342,2024-05-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.622,False,Condensation warning cleared after dehumidifier ramp-up.
+36343,2024-05-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.693,False,Maintenance scheduler deferred calibration due to spare shortage.
+36344,2024-05-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.934,False,Telemetry quality flag downgraded during sensor self-test window.
+36345,2024-05-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.836,False,Temperature variance narrowed after coolant nozzle cleaning.
+36346,2024-05-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.462,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36347,2024-05-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.565,False,Anomaly review flagged possible bearing wear progression.
+36348,2024-05-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.434,False,Dust extraction fan offline for 18 minutes on line finishing.
+36349,2024-05-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.136,False,Short-lived packet loss observed at edge gateway gw-02.
+36350,2024-05-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.814,False,Telemetry quality flag downgraded during sensor self-test window.
+36351,2024-05-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.165,False,Quality hold reduced finishing booth activity for one shift.
+36352,2024-05-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.397,False,Quality team requested trace review for lot 24-118B.
+36353,2024-05-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Shift handoff note referenced unusual noise near press enclosure.
+36354,2024-05-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.255,False,Quality team requested trace review for lot 24-118B.
+36355,2024-05-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.157,False,Hydraulic line pressure oscillation detected under load.
+36356,2024-05-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.735,False,Air handler maintenance reduced humidity variance on finishing line.
+36357,2024-05-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Vibration harmonics broadened during extended production run.
+36358,2024-05-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36359,2024-05-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.643,False,Temperature variance narrowed after coolant nozzle cleaning.
+36360,2024-05-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.5,False,Edge collector replayed buffered events after network recovery.
+36361,2024-05-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Supervisory alert generated after three consecutive threshold breaches.
+36362,2024-05-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.996,False,Maintenance scheduler deferred calibration due to spare shortage.
+36363,2024-05-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.742,False,Warning threshold updated for pilot predictive-maintenance model.
+36364,2024-05-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.734,False,Pressure peak corresponds to oversized billet batch processing.
+36365,2024-05-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Telemetry quality flag downgraded during sensor self-test window.
+36366,2024-05-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.609,False,Quality team requested trace review for lot 24-118B.
+36367,2024-05-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36368,2024-05-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.519,False,Pressure peak corresponds to oversized billet batch processing.
+36369,2024-05-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.542,False,Dust extraction fan offline for 18 minutes on line finishing.
+36370,2024-05-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.432,False,Humidity climbed during dock-door open period in afternoon shift.
+36371,2024-05-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Pressure settled back to nominal after valve reseat.
+36372,2024-05-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.79,False,Maintenance crew confirmed lubrication interval was missed.
+36373,2024-05-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.275,False,Edge collector replayed buffered events after network recovery.
+36374,2024-05-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.754,False,Operator reported intermittent chatter on machine CNC-04.
+36375,2024-05-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,SCADA backfill inserted two delayed telemetry points.
+36376,2024-05-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.183,False,Telemetry quality flag downgraded during sensor self-test window.
+36377,2024-05-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.634,False,Quality hold reduced finishing booth activity for one shift.
+36378,2024-05-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,60.674,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36379,2024-05-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Anomaly review flagged possible bearing wear progression.
+36380,2024-05-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.265,False,Air handler maintenance reduced humidity variance on finishing line.
+36381,2024-05-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Temporary gateway failover completed without data loss.
+36382,2024-05-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.592,False,Night shift startup produced higher than normal vibration floor.
+36383,2024-05-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Quality team requested trace review for lot 24-118B.
+36384,2024-05-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.169,False,Maintenance note logged for coupling imbalance inspection.
+36385,2024-05-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.695,False,Humidity excursion near finishing booth during coating run.
+36386,2024-05-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.569,False,Thermal ramp exceeded expected warmup curve before shift start.
+36387,2024-05-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.177,False,Supervisory alert generated after three consecutive threshold breaches.
+36388,2024-05-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.186,False,Night shift startup produced higher than normal vibration floor.
+36389,2024-05-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.234,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36390,2024-05-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.559,False,Machine throughput increase drove sustained pressure uplift.
+36391,2024-05-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.912,False,Press cycle dwell time lengthened during high-volume batch.
+36392,2024-05-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.252,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36393,2024-05-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36394,2024-05-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.152,False,Calibration check overdue by 11 days for press-line transducer.
+36395,2024-05-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36396,2024-05-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.585,False,Pressure line purge completed before restart authorization.
+36397,2024-05-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.799,False,Dust extraction fan offline for 18 minutes on line finishing.
+36398,2024-05-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.756,False,Maintenance scheduler deferred calibration due to spare shortage.
+36399,2024-05-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Hydraulic line pressure oscillation detected under load.
+36400,2024-05-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.192,False,Press cycle dwell time lengthened during high-volume batch.
+36401,2024-05-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Packaging line stop reduced adjacent vibration background.
+36402,2024-05-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.569,False,Machine throughput increase drove sustained pressure uplift.
+36403,2024-05-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.531,False,Night shift startup produced higher than normal vibration floor.
+36404,2024-05-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.572,False,Coolant loop adjustment reduced chamber temperature spread.
+36405,2024-05-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Supervisory alert generated after three consecutive threshold breaches.
+36406,2024-05-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.179,False,Supervisory alert generated after three consecutive threshold breaches.
+36407,2024-05-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,SCADA backfill inserted two delayed telemetry points.
+36408,2024-05-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.858,False,Air handler maintenance reduced humidity variance on finishing line.
+36409,2024-05-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.203,False,Bearing temperature rising faster than baseline on spindle cell.
+36410,2024-05-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.873,False,Press cycle dwell time lengthened during high-volume batch.
+36411,2024-05-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Sensor battery health remains nominal after firmware update.
+36412,2024-05-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.751,False,Vibration burst exceeds envelope during tool change cycle.
+36413,2024-05-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
+36414,2024-05-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.53,False,Quality hold reduced finishing booth activity for one shift.
+36415,2024-05-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Press cycle dwell time lengthened during high-volume batch.
+36416,2024-05-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.96,False,Operator reset acknowledged after red-tag inspection.
+36417,2024-05-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36418,2024-05-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.824,False,Short-lived packet loss observed at edge gateway gw-02.
+36419,2024-05-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.056,False,Maintenance note logged for coupling imbalance inspection.
+36420,2024-05-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.845,False,Pressure line purge completed before restart authorization.
+36421,2024-05-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.749,False,SCADA backfill inserted two delayed telemetry points.
+36422,2024-05-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.457,False,Dust extraction fan offline for 18 minutes on line finishing.
+36423,2024-05-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.188,False,Press cycle dwell time lengthened during high-volume batch.
+36424,2024-05-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.477,False,Humidity excursion near finishing booth during coating run.
+36425,2024-05-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Unbalanced load introduced cyclical pressure ripple.
+36426,2024-05-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.992,False,Supervisory alert generated after three consecutive threshold breaches.
+36427,2024-05-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.647,False,Pressure line purge completed before restart authorization.
+36428,2024-05-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.696,False,Sensor battery health remains nominal after firmware update.
+36429,2024-05-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.4,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36430,2024-05-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.995,False,Press cycle dwell time lengthened during high-volume batch.
+36431,2024-05-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.303,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36432,2024-05-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.856,False,Machine throughput increase drove sustained pressure uplift.
+36433,2024-05-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Operator reset acknowledged after red-tag inspection.
+36434,2024-05-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.169,False,Temporary gateway failover completed without data loss.
+36435,2024-05-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.118,False,Press cycle dwell time lengthened during high-volume batch.
+36436,2024-05-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.27,False,Thermal overshoot event coincided with recipe change on furnace.
+36437,2024-05-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.048,False,Quality team requested trace review for lot 24-118B.
+36438,2024-05-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.288,False,Maintenance scheduler deferred calibration due to spare shortage.
+36439,2024-05-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Bearing temperature rising faster than baseline on spindle cell.
+36440,2024-05-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.829,False,Press cycle dwell time lengthened during high-volume batch.
+36441,2024-05-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Temporary gateway failover completed without data loss.
+36442,2024-05-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.013,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36443,2024-05-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Operator reported intermittent chatter on machine CNC-04.
+36444,2024-05-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.464,False,Vibration harmonics broadened during extended production run.
+36445,2024-05-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Edge collector replayed buffered events after network recovery.
+36446,2024-05-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.027,False,Pressure peak corresponds to oversized billet batch processing.
+36447,2024-05-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.394,False,Sensor signal clipping observed during startup surge.
+36448,2024-05-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.952,False,Quality hold reduced finishing booth activity for one shift.
+36449,2024-05-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.997,False,Transient outlier matched forklift impact near cabinet wall.
+36450,2024-05-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.784,False,Pressure peak corresponds to oversized billet batch processing.
+36451,2024-05-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.314,False,Reliability engineer tagged sample window for model retraining.
+36452,2024-05-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.041,False,Humidity excursion near finishing booth during coating run.
+36453,2024-05-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Press cycle dwell time lengthened during high-volume batch.
+36454,2024-05-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.496,False,Maintenance note logged for coupling imbalance inspection.
+36455,2024-05-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.078,False,Anomaly review flagged possible bearing wear progression.
+36456,2024-05-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.711,False,Humidity excursion near finishing booth during coating run.
+36457,2024-05-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Dust extraction fan offline for 18 minutes on line finishing.
+36458,2024-05-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.012,False,Air handler maintenance reduced humidity variance on finishing line.
+36459,2024-05-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.231,False,Sensor battery health remains nominal after firmware update.
+36460,2024-05-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.127,False,Unbalanced load introduced cyclical pressure ripple.
+36461,2024-05-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36462,2024-05-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.524,False,Temperature remained elevated during unscheduled overtime run.
+36463,2024-05-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.859,False,Edge collector replayed buffered events after network recovery.
+36464,2024-05-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.799,False,Humidity climbed during dock-door open period in afternoon shift.
+36465,2024-05-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.533,False,Temporary gateway failover completed without data loss.
+36466,2024-05-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.164,False,Telemetry quality flag downgraded during sensor self-test window.
+36467,2024-05-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.808,False,Quality team requested trace review for lot 24-118B.
+36468,2024-05-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.025,False,Sensor heartbeat delayed by one interval after gateway retry.
+36469,2024-05-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.927,False,Maintenance scheduler deferred calibration due to spare shortage.
+36470,2024-05-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,56.565,False,Pressure peak corresponds to oversized billet batch processing.
+36471,2024-05-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36472,2024-05-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.26,False,Vibration burst exceeds envelope during tool change cycle.
+36473,2024-05-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Temperature remained elevated during unscheduled overtime run.
+36474,2024-05-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.057,False,Calibration check overdue by 11 days for press-line transducer.
+36475,2024-05-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.49,False,Anomaly review flagged possible bearing wear progression.
+36476,2024-05-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.932,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36477,2024-05-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Quality hold reduced finishing booth activity for one shift.
+36478,2024-05-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.493,False,Thermal overshoot event coincided with recipe change on furnace.
+36479,2024-05-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.838,False,Humidity readings track seasonal rise across late spring.
+36480,2024-05-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.502,False,Sensor heartbeat delayed by one interval after gateway retry.
+36481,2024-05-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Short-lived packet loss observed at edge gateway gw-02.
+36482,2024-05-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.937,False,Humidity excursion near finishing booth during coating run.
+36483,2024-05-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.402,False,SCADA backfill inserted two delayed telemetry points.
+36484,2024-05-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.533,False,Packaging line stop reduced adjacent vibration background.
+36485,2024-05-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.751,False,Dust extraction fan offline for 18 minutes on line finishing.
+36486,2024-05-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.671,False,Sensor signal clipping observed during startup surge.
+36487,2024-05-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.435,False,Unbalanced load introduced cyclical pressure ripple.
+36488,2024-05-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.028,False,Humidity readings track seasonal rise across late spring.
+36489,2024-05-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.272,False,Sensor enclosure opened for manual calibration verification.
+36490,2024-05-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.306,False,Humidity excursion near finishing booth during coating run.
+36491,2024-05-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.514,False,Press cycle dwell time lengthened during high-volume batch.
+36492,2024-05-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.488,False,Humidity climbed during dock-door open period in afternoon shift.
+36493,2024-05-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Anomaly review flagged possible bearing wear progression.
+36494,2024-05-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.357,False,Packaging line stop reduced adjacent vibration background.
+36495,2024-05-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Vibration baseline recovered after tool holder replacement.
+36496,2024-05-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.131,False,Maintenance scheduler deferred calibration due to spare shortage.
+36497,2024-05-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Sensor signal clipping observed during startup surge.
+36498,2024-05-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.199,False,Maintenance note logged for coupling imbalance inspection.
+36499,2024-05-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.845,False,Maintenance crew confirmed lubrication interval was missed.
+36500,2024-05-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.642,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36501,2024-05-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.256,False,Sensor heartbeat delayed by one interval after gateway retry.
+36502,2024-05-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.09,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36503,2024-05-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.196,False,Dust extraction fan offline for 18 minutes on line finishing.
+36504,2024-05-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.759,False,Vibration burst exceeds envelope during tool change cycle.
+36505,2024-05-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.457,False,Vibration burst exceeds envelope during tool change cycle.
+36506,2024-05-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.321,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36507,2024-05-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.218,False,Air handler maintenance reduced humidity variance on finishing line.
+36508,2024-05-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.879,False,Machine throughput increase drove sustained pressure uplift.
+36509,2024-05-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.618,False,Unbalanced load introduced cyclical pressure ripple.
+36510,2024-05-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.099,False,Reliability engineer tagged sample window for model retraining.
+36511,2024-05-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Thermal ramp exceeded expected warmup curve before shift start.
+36512,2024-05-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.63,False,Bearing temperature rising faster than baseline on spindle cell.
+36513,2024-05-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Humidity climbed during dock-door open period in afternoon shift.
+36514,2024-05-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.965,False,Vibration burst exceeds envelope during tool change cycle.
+36515,2024-05-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36516,2024-05-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.714,False,Humidity excursion near finishing booth during coating run.
+36517,2024-05-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.677,False,Operator reset acknowledged after red-tag inspection.
+36518,2024-05-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.975,False,Operator reset acknowledged after red-tag inspection.
+36519,2024-05-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.771,False,Maintenance scheduler deferred calibration due to spare shortage.
+36520,2024-05-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Temperature remained elevated during unscheduled overtime run.
+36521,2024-05-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.123,False,Vibration baseline recovered after tool holder replacement.
+36522,2024-05-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,53.416,False,Coolant loop adjustment reduced chamber temperature spread.
+36523,2024-05-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.627,False,Supervisory alert generated after three consecutive threshold breaches.
+36524,2024-05-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.785,False,Transient outlier matched forklift impact near cabinet wall.
+36525,2024-05-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.122,False,Sensor signal clipping observed during startup surge.
+36526,2024-05-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.835,False,Vibration burst exceeds envelope during tool change cycle.
+36527,2024-05-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.438,False,Thermal overshoot event coincided with recipe change on furnace.
+36528,2024-05-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.877,False,Thermal overshoot event coincided with recipe change on furnace.
+36529,2024-05-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Unbalanced load introduced cyclical pressure ripple.
+36530,2024-05-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.219,False,Humidity baseline improved after seal replacement.
+36531,2024-05-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.241,False,Condensation warning cleared after dehumidifier ramp-up.
+36532,2024-05-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.609,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36533,2024-05-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.415,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36534,2024-05-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.366,False,SCADA backfill inserted two delayed telemetry points.
+36535,2024-05-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.467,False,Thermal ramp exceeded expected warmup curve before shift start.
+36536,2024-05-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.863,False,Calibration check overdue by 11 days for press-line transducer.
+36537,2024-05-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.062,False,Pressure peak corresponds to oversized billet batch processing.
+36538,2024-05-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.016,False,SCADA backfill inserted two delayed telemetry points.
+36539,2024-05-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Machine idle period extended during planned sanitation window.
+36540,2024-05-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.972,False,Maintenance crew confirmed lubrication interval was missed.
+36541,2024-05-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Humidity climbed during dock-door open period in afternoon shift.
+36542,2024-05-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.687,False,Humidity readings track seasonal rise across late spring.
+36543,2024-05-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.043,False,Short-lived packet loss observed at edge gateway gw-02.
+36544,2024-05-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.66,False,Maintenance crew confirmed lubrication interval was missed.
+36545,2024-05-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.314,False,Humidity excursion near finishing booth during coating run.
+36546,2024-05-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.844,False,Machine throughput increase drove sustained pressure uplift.
+36547,2024-05-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.715,False,Humidity climbed during dock-door open period in afternoon shift.
+36548,2024-05-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36549,2024-05-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Bearing temperature rising faster than baseline on spindle cell.
+36550,2024-05-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.38,False,Temperature variance narrowed after coolant nozzle cleaning.
+36551,2024-05-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Humidity baseline improved after seal replacement.
+36552,2024-05-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.714,False,Night shift startup produced higher than normal vibration floor.
+36553,2024-05-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Sensor battery health remains nominal after firmware update.
+36554,2024-05-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.067,False,Sensor battery health remains nominal after firmware update.
+36555,2024-05-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Night shift startup produced higher than normal vibration floor.
+36556,2024-05-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.733,False,Maintenance note logged for coupling imbalance inspection.
+36557,2024-05-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.39,False,Maintenance note logged for coupling imbalance inspection.
+36558,2024-05-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.608,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36559,2024-05-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.27,False,Sensor heartbeat delayed by one interval after gateway retry.
+36560,2024-05-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.007,False,Transient outlier matched forklift impact near cabinet wall.
+36561,2024-05-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.388,False,Maintenance scheduler deferred calibration due to spare shortage.
+36562,2024-05-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.831,False,Pressure line purge completed before restart authorization.
+36563,2024-05-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.273,False,Supervisory alert generated after three consecutive threshold breaches.
+36564,2024-05-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.553,False,Transient outlier matched forklift impact near cabinet wall.
+36565,2024-05-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.588,False,Condensation warning cleared after dehumidifier ramp-up.
+36566,2024-05-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.973,False,Quality team requested trace review for lot 24-118B.
+36567,2024-05-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Sensor signal clipping observed during startup surge.
+36568,2024-05-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.902,False,Temporary gateway failover completed without data loss.
+36569,2024-05-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Unbalanced load introduced cyclical pressure ripple.
+36570,2024-05-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.002,False,Pressure line purge completed before restart authorization.
+36571,2024-05-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.265,False,Vibration burst exceeds envelope during tool change cycle.
+36572,2024-05-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.286,False,Anomaly review flagged possible bearing wear progression.
+36573,2024-05-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Humidity baseline improved after seal replacement.
+36574,2024-05-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.492,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36575,2024-05-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.149,False,Edge collector replayed buffered events after network recovery.
+36576,2024-05-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.478,False,Thermal overshoot event coincided with recipe change on furnace.
+36577,2024-05-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.523,False,Short-lived packet loss observed at edge gateway gw-02.
+36578,2024-05-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.456,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36579,2024-05-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.462,False,Telemetry quality flag downgraded during sensor self-test window.
+36580,2024-05-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.703,False,Thermal overshoot event coincided with recipe change on furnace.
+36581,2024-05-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Pressure settled back to nominal after valve reseat.
+36582,2024-05-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.905,False,Anomaly review flagged possible bearing wear progression.
+36583,2024-05-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.882,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36584,2024-05-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.312,False,Temperature remained elevated during unscheduled overtime run.
+36585,2024-05-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Vibration harmonics broadened during extended production run.
+36586,2024-05-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.047,False,Humidity readings track seasonal rise across late spring.
+36587,2024-05-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.702,False,Sensor enclosure opened for manual calibration verification.
+36588,2024-05-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.921,False,Operator reset acknowledged after red-tag inspection.
+36589,2024-05-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.674,False,Anomaly review flagged possible bearing wear progression.
+36590,2024-05-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.761,False,Telemetry quality flag downgraded during sensor self-test window.
+36591,2024-05-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Warning threshold updated for pilot predictive-maintenance model.
+36592,2024-05-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.607,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36593,2024-05-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.055,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36594,2024-05-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.248,False,SCADA backfill inserted two delayed telemetry points.
+36595,2024-05-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Sensor battery health remains nominal after firmware update.
+36596,2024-05-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.626,False,Condensation warning cleared after dehumidifier ramp-up.
+36597,2024-05-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Telemetry quality flag downgraded during sensor self-test window.
+36598,2024-05-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.429,False,Maintenance crew confirmed lubrication interval was missed.
+36599,2024-05-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Pressure settled back to nominal after valve reseat.
+36600,2024-05-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.838,False,Humidity readings track seasonal rise across late spring.
+36601,2024-05-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.243,False,Humidity readings track seasonal rise across late spring.
+36602,2024-05-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.12,False,Supervisory alert generated after three consecutive threshold breaches.
+36603,2024-05-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.578,False,Telemetry quality flag downgraded during sensor self-test window.
+36604,2024-05-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Sensor battery health remains nominal after firmware update.
+36605,2024-05-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36606,2024-05-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.949,False,Operator reported intermittent chatter on machine CNC-04.
+36607,2024-05-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.027,False,Warning threshold updated for pilot predictive-maintenance model.
+36608,2024-05-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.683,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36609,2024-05-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.602,False,Sensor heartbeat delayed by one interval after gateway retry.
+36610,2024-05-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.9,False,Thermal overshoot event coincided with recipe change on furnace.
+36611,2024-05-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.926,False,Shift handoff note referenced unusual noise near press enclosure.
+36612,2024-05-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.983,False,Warning threshold updated for pilot predictive-maintenance model.
+36613,2024-05-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Sensor signal clipping observed during startup surge.
+36614,2024-05-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.239,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36615,2024-05-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.223,False,Pressure peak corresponds to oversized billet batch processing.
+36616,2024-05-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.459,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36617,2024-05-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.371,False,Warning threshold updated for pilot predictive-maintenance model.
+36618,2024-05-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.333,False,Air handler maintenance reduced humidity variance on finishing line.
+36619,2024-05-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.007,False,Operator reported intermittent chatter on machine CNC-04.
+36620,2024-05-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.196,False,Telemetry quality flag downgraded during sensor self-test window.
+36621,2024-05-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.683,False,Hydraulic line pressure oscillation detected under load.
+36622,2024-05-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.507,False,Maintenance note logged for coupling imbalance inspection.
+36623,2024-05-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Condensation warning cleared after dehumidifier ramp-up.
+36624,2024-05-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.493,False,Quality hold reduced finishing booth activity for one shift.
+36625,2024-05-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Operator reset acknowledged after red-tag inspection.
+36626,2024-05-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.379,False,Packaging line stop reduced adjacent vibration background.
+36627,2024-05-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Quality team requested trace review for lot 24-118B.
+36628,2024-05-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.596,False,Unbalanced load introduced cyclical pressure ripple.
+36629,2024-05-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Machine idle period extended during planned sanitation window.
+36630,2024-05-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.23,False,Sensor signal clipping observed during startup surge.
+36631,2024-05-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.125,False,Short-lived packet loss observed at edge gateway gw-02.
+36632,2024-05-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.64,False,Reliability engineer tagged sample window for model retraining.
+36633,2024-05-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.369,False,Thermal ramp exceeded expected warmup curve before shift start.
+36634,2024-05-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.78,False,Transient outlier matched forklift impact near cabinet wall.
+36635,2024-05-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.522,False,Telemetry quality flag downgraded during sensor self-test window.
+36636,2024-05-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.451,False,Operator reported intermittent chatter on machine CNC-04.
+36637,2024-05-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.442,False,Operator reported intermittent chatter on machine CNC-04.
+36638,2024-05-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.941,False,Humidity climbed during dock-door open period in afternoon shift.
+36639,2024-05-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.765,False,Calibration check overdue by 11 days for press-line transducer.
+36640,2024-05-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.832,False,Quality team requested trace review for lot 24-118B.
+36641,2024-05-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Press cycle dwell time lengthened during high-volume batch.
+36642,2024-05-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.851,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36643,2024-05-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.654,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36644,2024-05-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.087,False,Unbalanced load introduced cyclical pressure ripple.
+36645,2024-05-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.792,False,Thermal overshoot event coincided with recipe change on furnace.
+36646,2024-05-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.553,False,Humidity readings track seasonal rise across late spring.
+36647,2024-05-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.102,False,Machine throughput increase drove sustained pressure uplift.
+36648,2024-05-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.763,False,Temporary gateway failover completed without data loss.
+36649,2024-05-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36650,2024-05-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.905,False,Maintenance note logged for coupling imbalance inspection.
+36651,2024-05-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Vibration burst exceeds envelope during tool change cycle.
+36652,2024-05-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.048,False,Night shift startup produced higher than normal vibration floor.
+36653,2024-05-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.42,False,Calibration check overdue by 11 days for press-line transducer.
+36654,2024-05-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.201,False,Condensation warning cleared after dehumidifier ramp-up.
+36655,2024-05-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Anomaly review flagged possible bearing wear progression.
+36656,2024-05-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.667,False,Dust extraction fan offline for 18 minutes on line finishing.
+36657,2024-05-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Edge collector replayed buffered events after network recovery.
+36658,2024-05-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.556,False,Sensor heartbeat delayed by one interval after gateway retry.
+36659,2024-05-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.555,False,Sensor battery health remains nominal after firmware update.
+36660,2024-05-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.747,False,Packaging line stop reduced adjacent vibration background.
+36661,2024-05-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.429,False,Maintenance crew confirmed lubrication interval was missed.
+36662,2024-05-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.878,False,Telemetry quality flag downgraded during sensor self-test window.
+36663,2024-05-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.8,False,Sensor heartbeat delayed by one interval after gateway retry.
+36664,2024-05-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.823,False,Anomaly review flagged possible bearing wear progression.
+36665,2024-05-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.368,False,Sensor battery health remains nominal after firmware update.
+36666,2024-05-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.524,False,Unbalanced load introduced cyclical pressure ripple.
+36667,2024-05-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Maintenance scheduler deferred calibration due to spare shortage.
+36668,2024-05-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.779,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36669,2024-05-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.738,False,Telemetry quality flag downgraded during sensor self-test window.
+36670,2024-05-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.994,False,Sensor battery health remains nominal after firmware update.
+36671,2024-05-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.885,False,Vibration burst exceeds envelope during tool change cycle.
+36672,2024-05-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.895,False,Machine idle period extended during planned sanitation window.
+36673,2024-05-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.548,False,Humidity readings track seasonal rise across late spring.
+36674,2024-05-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.377,False,Bearing temperature rising faster than baseline on spindle cell.
+36675,2024-05-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Pressure line purge completed before restart authorization.
+36676,2024-05-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.256,False,Calibration check overdue by 11 days for press-line transducer.
+36677,2024-05-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Temperature variance narrowed after coolant nozzle cleaning.
+36678,2024-05-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.297,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36679,2024-05-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.684,False,Press cycle dwell time lengthened during high-volume batch.
+36680,2024-05-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.202,False,Temperature variance narrowed after coolant nozzle cleaning.
+36681,2024-05-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Sensor enclosure opened for manual calibration verification.
+36682,2024-05-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.486,False,Pressure peak corresponds to oversized billet batch processing.
+36683,2024-05-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.43,False,Sensor heartbeat delayed by one interval after gateway retry.
+36684,2024-05-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.168,False,Vibration burst exceeds envelope during tool change cycle.
+36685,2024-05-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.229,False,Humidity climbed during dock-door open period in afternoon shift.
+36686,2024-05-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.841,False,Condensation warning cleared after dehumidifier ramp-up.
+36687,2024-05-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Reliability engineer tagged sample window for model retraining.
+36688,2024-05-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36689,2024-05-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.535,False,Sensor enclosure opened for manual calibration verification.
+36690,2024-05-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.814,False,Transient outlier matched forklift impact near cabinet wall.
+36691,2024-05-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.071,False,Vibration baseline recovered after tool holder replacement.
+36692,2024-05-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.928,False,Edge collector replayed buffered events after network recovery.
+36693,2024-05-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.506,False,Humidity baseline improved after seal replacement.
+36694,2024-05-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.27,False,Reliability engineer tagged sample window for model retraining.
+36695,2024-05-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.586,False,Unbalanced load introduced cyclical pressure ripple.
+36696,2024-05-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.331,False,Pressure peak corresponds to oversized billet batch processing.
+36697,2024-05-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.291,False,Temperature variance narrowed after coolant nozzle cleaning.
+36698,2024-05-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.702,False,Humidity readings track seasonal rise across late spring.
+36699,2024-05-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.754,False,Hydraulic line pressure oscillation detected under load.
+36700,2024-05-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.589,False,Supervisory alert generated after three consecutive threshold breaches.
+36701,2024-05-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.938,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36702,2024-05-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.916,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36703,2024-05-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.257,False,Humidity baseline improved after seal replacement.
+36704,2024-05-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.258,False,Thermal overshoot event coincided with recipe change on furnace.
+36705,2024-05-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Supervisory alert generated after three consecutive threshold breaches.
+36706,2024-05-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.481,False,Operator reported intermittent chatter on machine CNC-04.
+36707,2024-05-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.706,False,Transient outlier matched forklift impact near cabinet wall.
+36708,2024-05-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.953,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36709,2024-05-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.06,False,Machine throughput increase drove sustained pressure uplift.
+36710,2024-05-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.098,False,Sensor enclosure opened for manual calibration verification.
+36711,2024-05-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.145,False,Quality team requested trace review for lot 24-118B.
+36712,2024-05-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.465,False,Coolant loop adjustment reduced chamber temperature spread.
+36713,2024-05-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.161,False,Temperature variance narrowed after coolant nozzle cleaning.
+36714,2024-05-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36715,2024-05-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.772,False,Sensor enclosure opened for manual calibration verification.
+36716,2024-05-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.759,False,Telemetry quality flag downgraded during sensor self-test window.
+36717,2024-05-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36718,2024-05-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.914,False,Night shift startup produced higher than normal vibration floor.
+36719,2024-05-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.151,False,Supervisory alert generated after three consecutive threshold breaches.
+36720,2024-05-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.828,False,Humidity excursion near finishing booth during coating run.
+36721,2024-05-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Pressure line purge completed before restart authorization.
+36722,2024-05-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.277,False,Operator reset acknowledged after red-tag inspection.
+36723,2024-05-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Vibration burst exceeds envelope during tool change cycle.
+36724,2024-05-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.238,False,Supervisory alert generated after three consecutive threshold breaches.
+36725,2024-05-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Hydraulic line pressure oscillation detected under load.
+36726,2024-05-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.949,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36727,2024-05-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Condensation warning cleared after dehumidifier ramp-up.
+36728,2024-05-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.712,False,Temperature remained elevated during unscheduled overtime run.
+36729,2024-05-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.823,False,Pressure settled back to nominal after valve reseat.
+36730,2024-05-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.089,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36731,2024-05-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.255,False,Temporary gateway failover completed without data loss.
+36732,2024-05-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.146,False,Operator reset acknowledged after red-tag inspection.
+36733,2024-05-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36734,2024-05-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.821,False,Edge collector replayed buffered events after network recovery.
+36735,2024-05-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.89,False,Shift handoff note referenced unusual noise near press enclosure.
+36736,2024-05-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.555,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36737,2024-05-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Machine idle period extended during planned sanitation window.
+36738,2024-05-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.307,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36739,2024-05-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.688,False,Shift handoff note referenced unusual noise near press enclosure.
+36740,2024-05-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.486,False,Machine idle period extended during planned sanitation window.
+36741,2024-05-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Dust extraction fan offline for 18 minutes on line finishing.
+36742,2024-05-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.699,False,Humidity baseline improved after seal replacement.
+36743,2024-05-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.761,False,Machine idle period extended during planned sanitation window.
+36744,2024-05-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.368,False,Pressure line purge completed before restart authorization.
+36745,2024-05-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.969,False,Transient outlier matched forklift impact near cabinet wall.
+36746,2024-05-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.574,False,Thermal overshoot event coincided with recipe change on furnace.
+36747,2024-05-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.044,False,Calibration check overdue by 11 days for press-line transducer.
+36748,2024-05-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.638,False,Supervisory alert generated after three consecutive threshold breaches.
+36749,2024-05-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Edge collector replayed buffered events after network recovery.
+36750,2024-05-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.396,False,Unbalanced load introduced cyclical pressure ripple.
+36751,2024-05-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.14,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36752,2024-05-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.255,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36753,2024-05-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Supervisory alert generated after three consecutive threshold breaches.
+36754,2024-05-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.65,False,Condensation warning cleared after dehumidifier ramp-up.
+36755,2024-05-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.335,False,Edge collector replayed buffered events after network recovery.
+36756,2024-05-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.957,False,Pressure line purge completed before restart authorization.
+36757,2024-05-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.951,False,Pressure settled back to nominal after valve reseat.
+36758,2024-05-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.242,False,Anomaly review flagged possible bearing wear progression.
+36759,2024-05-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.495,False,Machine throughput increase drove sustained pressure uplift.
+36760,2024-05-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.081,False,Machine throughput increase drove sustained pressure uplift.
+36761,2024-05-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.251,False,Operator reset acknowledged after red-tag inspection.
+36762,2024-05-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.41,False,Dust extraction fan offline for 18 minutes on line finishing.
+36763,2024-05-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Temporary gateway failover completed without data loss.
+36764,2024-05-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.186,False,Sensor signal clipping observed during startup surge.
+36765,2024-05-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Operator reset acknowledged after red-tag inspection.
+36766,2024-05-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.963,False,Quality team requested trace review for lot 24-118B.
+36767,2024-05-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.558,False,Supervisory alert generated after three consecutive threshold breaches.
+36768,2024-05-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.846,False,Dust extraction fan offline for 18 minutes on line finishing.
+36769,2024-05-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Temperature remained elevated during unscheduled overtime run.
+36770,2024-05-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.114,False,Machine throughput increase drove sustained pressure uplift.
+36771,2024-05-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.137,False,Bearing temperature rising faster than baseline on spindle cell.
+36772,2024-05-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.144,False,Humidity excursion near finishing booth during coating run.
+36773,2024-05-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.514,False,Vibration harmonics broadened during extended production run.
+36774,2024-05-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.41,False,Sensor heartbeat delayed by one interval after gateway retry.
+36775,2024-05-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.335,False,Packaging line stop reduced adjacent vibration background.
+36776,2024-05-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.85,False,Humidity readings track seasonal rise across late spring.
+36777,2024-05-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.714,False,Machine throughput increase drove sustained pressure uplift.
+36778,2024-05-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.542,False,Warning threshold updated for pilot predictive-maintenance model.
+36779,2024-05-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Packaging line stop reduced adjacent vibration background.
+36780,2024-05-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.662,False,Sensor heartbeat delayed by one interval after gateway retry.
+36781,2024-05-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Vibration burst exceeds envelope during tool change cycle.
+36782,2024-05-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.828,False,Sensor signal clipping observed during startup surge.
+36783,2024-05-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36784,2024-05-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.025,False,Transient outlier matched forklift impact near cabinet wall.
+36785,2024-05-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Operator reported intermittent chatter on machine CNC-04.
+36786,2024-05-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Supervisory alert generated after three consecutive threshold breaches.
+36787,2024-05-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.648,False,Temperature variance narrowed after coolant nozzle cleaning.
+36788,2024-05-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.494,False,Vibration baseline recovered after tool holder replacement.
+36789,2024-05-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Humidity excursion near finishing booth during coating run.
+36790,2024-05-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.215,False,Temperature remained elevated during unscheduled overtime run.
+36791,2024-05-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.217,False,Pressure line purge completed before restart authorization.
+36792,2024-05-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.78,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36793,2024-05-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.315,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36794,2024-05-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.697,False,Edge collector replayed buffered events after network recovery.
+36795,2024-05-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Machine idle period extended during planned sanitation window.
+36796,2024-05-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.643,False,Sensor heartbeat delayed by one interval after gateway retry.
+36797,2024-05-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36798,2024-05-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.115,False,Calibration check overdue by 11 days for press-line transducer.
+36799,2024-05-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.541,False,Pressure line purge completed before restart authorization.
+36800,2024-05-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.8,False,Temperature remained elevated during unscheduled overtime run.
+36801,2024-05-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.502,False,Thermal ramp exceeded expected warmup curve before shift start.
+36802,2024-05-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.982,False,Sensor battery health remains nominal after firmware update.
+36803,2024-05-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.979,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36804,2024-05-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.176,False,Sensor battery health remains nominal after firmware update.
+36805,2024-05-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.242,False,Sensor battery health remains nominal after firmware update.
+36806,2024-05-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36807,2024-05-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.966,False,Vibration burst exceeds envelope during tool change cycle.
+36808,2024-05-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.695,False,Edge collector replayed buffered events after network recovery.
+36809,2024-05-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.733,False,Operator reset acknowledged after red-tag inspection.
+36810,2024-05-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.842,False,Vibration baseline recovered after tool holder replacement.
+36811,2024-05-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.377,False,Vibration burst exceeds envelope during tool change cycle.
+36812,2024-05-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.894,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36813,2024-05-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.327,False,Bearing temperature rising faster than baseline on spindle cell.
+36814,2024-05-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.81,False,Vibration baseline recovered after tool holder replacement.
+36815,2024-05-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.515,False,Maintenance note logged for coupling imbalance inspection.
+36816,2024-05-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.247,False,Temperature variance narrowed after coolant nozzle cleaning.
+36817,2024-05-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.132,False,Quality team requested trace review for lot 24-118B.
+36818,2024-05-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.966,False,Pressure peak corresponds to oversized billet batch processing.
+36819,2024-05-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.122,False,Warning threshold updated for pilot predictive-maintenance model.
+36820,2024-05-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.956,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36821,2024-05-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.975,False,Temporary gateway failover completed without data loss.
+36822,2024-05-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.68,False,Operator reset acknowledged after red-tag inspection.
+36823,2024-05-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Air handler maintenance reduced humidity variance on finishing line.
+36824,2024-05-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.837,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36825,2024-05-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Temperature variance narrowed after coolant nozzle cleaning.
+36826,2024-05-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.674,False,Humidity baseline improved after seal replacement.
+36827,2024-05-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.988,False,Operator reported intermittent chatter on machine CNC-04.
+36828,2024-05-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.515,False,Quality hold reduced finishing booth activity for one shift.
+36829,2024-05-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.79,False,Vibration harmonics broadened during extended production run.
+36830,2024-05-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.267,False,Machine throughput increase drove sustained pressure uplift.
+36831,2024-05-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.093,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36832,2024-05-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.115,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36833,2024-05-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.559,False,Transient outlier matched forklift impact near cabinet wall.
+36834,2024-05-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.87,False,Packaging line stop reduced adjacent vibration background.
+36835,2024-05-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.807,False,Dust extraction fan offline for 18 minutes on line finishing.
+36836,2024-05-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.019,False,Temperature variance narrowed after coolant nozzle cleaning.
+36837,2024-05-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Packaging line stop reduced adjacent vibration background.
+36838,2024-05-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.216,False,Operator reported intermittent chatter on machine CNC-04.
+36839,2024-05-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.735,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36840,2024-05-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.312,False,Night shift startup produced higher than normal vibration floor.
+36841,2024-05-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36842,2024-05-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.534,False,Humidity baseline improved after seal replacement.
+36843,2024-05-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.978,False,Condensation warning cleared after dehumidifier ramp-up.
+36844,2024-05-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.468,False,Anomaly review flagged possible bearing wear progression.
+36845,2024-05-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.221,False,Operator reset acknowledged after red-tag inspection.
+36846,2024-05-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36847,2024-05-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.295,False,Thermal overshoot event coincided with recipe change on furnace.
+36848,2024-05-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.0,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36849,2024-05-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.966,False,Telemetry quality flag downgraded during sensor self-test window.
+36850,2024-05-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.426,False,Thermal ramp exceeded expected warmup curve before shift start.
+36851,2024-05-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Hydraulic line pressure oscillation detected under load.
+36852,2024-05-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.761,False,Edge collector replayed buffered events after network recovery.
+36853,2024-05-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.441,False,Maintenance scheduler deferred calibration due to spare shortage.
+36854,2024-05-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.104,False,Pressure line purge completed before restart authorization.
+36855,2024-05-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.118,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36856,2024-05-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.285,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36857,2024-05-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36858,2024-05-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.108,False,Temperature remained elevated during unscheduled overtime run.
+36859,2024-05-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.269,False,Calibration check overdue by 11 days for press-line transducer.
+36860,2024-05-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.127,False,SCADA backfill inserted two delayed telemetry points.
+36861,2024-05-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.508,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36862,2024-05-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.471,False,Unbalanced load introduced cyclical pressure ripple.
+36863,2024-05-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.054,False,Vibration baseline recovered after tool holder replacement.
+36864,2024-05-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.311,False,Short-lived packet loss observed at edge gateway gw-02.
+36865,2024-05-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.032,False,Operator reported intermittent chatter on machine CNC-04.
+36866,2024-05-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.745,False,Vibration baseline recovered after tool holder replacement.
+36867,2024-05-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,Sensor signal clipping observed during startup surge.
+36868,2024-05-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.069,False,Supervisory alert generated after three consecutive threshold breaches.
+36869,2024-05-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.213,False,Sensor enclosure opened for manual calibration verification.
+36870,2024-05-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.871,False,Temperature variance narrowed after coolant nozzle cleaning.
+36871,2024-05-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.88,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36872,2024-05-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.219,False,Maintenance note logged for coupling imbalance inspection.
+36873,2024-05-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.771,False,Temperature variance narrowed after coolant nozzle cleaning.
+36874,2024-05-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.243,False,Night shift startup produced higher than normal vibration floor.
+36875,2024-05-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Bearing temperature rising faster than baseline on spindle cell.
+36876,2024-05-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.289,False,Temperature variance narrowed after coolant nozzle cleaning.
+36877,2024-05-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Night shift startup produced higher than normal vibration floor.
+36878,2024-05-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.858,False,Packaging line stop reduced adjacent vibration background.
+36879,2024-05-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Supervisory alert generated after three consecutive threshold breaches.
+36880,2024-05-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.322,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36881,2024-05-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.84,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36882,2024-05-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.599,False,Unbalanced load introduced cyclical pressure ripple.
+36883,2024-05-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.815,False,Warning threshold updated for pilot predictive-maintenance model.
+36884,2024-05-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.906,False,Operator reported intermittent chatter on machine CNC-04.
+36885,2024-05-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Humidity excursion near finishing booth during coating run.
+36886,2024-05-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.562,False,Edge collector replayed buffered events after network recovery.
+36887,2024-05-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Unbalanced load introduced cyclical pressure ripple.
+36888,2024-05-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.118,False,Reliability engineer tagged sample window for model retraining.
+36889,2024-05-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36890,2024-05-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.332,False,Humidity excursion near finishing booth during coating run.
+36891,2024-05-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Sensor heartbeat delayed by one interval after gateway retry.
+36892,2024-05-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.515,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36893,2024-05-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Humidity excursion near finishing booth during coating run.
+36894,2024-05-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.844,False,Sensor signal clipping observed during startup surge.
+36895,2024-05-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.94,False,Pressure peak corresponds to oversized billet batch processing.
+36896,2024-05-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.5,False,Short-lived packet loss observed at edge gateway gw-02.
+36897,2024-05-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.576,False,SCADA backfill inserted two delayed telemetry points.
+36898,2024-05-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.94,False,Temperature remained elevated during unscheduled overtime run.
+36899,2024-05-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.958,False,Machine throughput increase drove sustained pressure uplift.
+36900,2024-05-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.943,False,Maintenance note logged for coupling imbalance inspection.
+36901,2024-05-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.77,False,Maintenance scheduler deferred calibration due to spare shortage.
+36902,2024-05-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.817,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36903,2024-05-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.499,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36904,2024-05-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.596,False,Hydraulic line pressure oscillation detected under load.
+36905,2024-05-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Humidity excursion near finishing booth during coating run.
+36906,2024-05-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.241,False,Machine throughput increase drove sustained pressure uplift.
+36907,2024-05-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Quality team requested trace review for lot 24-118B.
+36908,2024-05-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.919,False,Short-lived packet loss observed at edge gateway gw-02.
+36909,2024-05-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.305,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36910,2024-05-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.77,False,Machine throughput increase drove sustained pressure uplift.
+36911,2024-05-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Sensor heartbeat delayed by one interval after gateway retry.
+36912,2024-05-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.232,False,Humidity baseline improved after seal replacement.
+36913,2024-05-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.063,False,Anomaly review flagged possible bearing wear progression.
+36914,2024-05-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.032,False,Edge collector replayed buffered events after network recovery.
+36915,2024-05-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Bearing temperature rising faster than baseline on spindle cell.
+36916,2024-05-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.067,False,Pressure peak corresponds to oversized billet batch processing.
+36917,2024-05-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.992,False,Pressure peak corresponds to oversized billet batch processing.
+36918,2024-05-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.713,False,Calibration check overdue by 11 days for press-line transducer.
+36919,2024-05-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.038,False,Short-lived packet loss observed at edge gateway gw-02.
+36920,2024-05-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.509,False,Reliability engineer tagged sample window for model retraining.
+36921,2024-05-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Quality hold reduced finishing booth activity for one shift.
+36922,2024-05-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.979,False,Night shift startup produced higher than normal vibration floor.
+36923,2024-05-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.253,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36924,2024-05-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.697,False,Edge collector replayed buffered events after network recovery.
+36925,2024-05-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
+36926,2024-05-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.17,False,Machine idle period extended during planned sanitation window.
+36927,2024-05-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.293,False,Coolant loop adjustment reduced chamber temperature spread.
+36928,2024-05-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.965,False,Night shift startup produced higher than normal vibration floor.
+36929,2024-05-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.358,False,Quality hold reduced finishing booth activity for one shift.
+36930,2024-05-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.727,False,Packaging line stop reduced adjacent vibration background.
+36931,2024-05-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.228,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36932,2024-05-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.664,False,Humidity climbed during dock-door open period in afternoon shift.
+36933,2024-05-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Shift handoff note referenced unusual noise near press enclosure.
+36934,2024-05-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.137,False,Transient outlier matched forklift impact near cabinet wall.
+36935,2024-05-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.474,False,Reliability engineer tagged sample window for model retraining.
+36936,2024-05-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.562,False,Thermal overshoot event coincided with recipe change on furnace.
+36937,2024-05-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.758,False,Maintenance crew confirmed lubrication interval was missed.
+36938,2024-05-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,54.711,False,Quality team requested trace review for lot 24-118B.
+36939,2024-05-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Calibration check overdue by 11 days for press-line transducer.
+36940,2024-05-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.024,False,Warning threshold updated for pilot predictive-maintenance model.
+36941,2024-05-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.907,False,Press cycle dwell time lengthened during high-volume batch.
+36942,2024-05-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.057,False,Sensor battery health remains nominal after firmware update.
+36943,2024-05-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,Condensation warning cleared after dehumidifier ramp-up.
+36944,2024-05-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.513,False,Vibration burst exceeds envelope during tool change cycle.
+36945,2024-05-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.219,False,Pressure settled back to nominal after valve reseat.
+36946,2024-05-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.313,False,Unbalanced load introduced cyclical pressure ripple.
+36947,2024-05-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.852,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+36948,2024-05-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.548,False,Calibration check overdue by 11 days for press-line transducer.
+36949,2024-05-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.951,False,Quality hold reduced finishing booth activity for one shift.
+36950,2024-05-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.179,False,Unbalanced load introduced cyclical pressure ripple.
+36951,2024-05-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Night shift startup produced higher than normal vibration floor.
+36952,2024-05-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.165,False,Hydraulic line pressure oscillation detected under load.
+36953,2024-05-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Heat-treat furnace door cycling increased localized temperature spikes.
+36954,2024-05-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Temperature remained elevated during unscheduled overtime run.
+36955,2024-05-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Sensor battery health remains nominal after firmware update.
+36956,2024-05-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.429,False,Compressed air fluctuation introduced pressure noise for two cycles.
+36957,2024-05-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
+36958,2024-05-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.137,False,Sensor enclosure opened for manual calibration verification.
+36959,2024-05-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Pressure line purge completed before restart authorization.
+36960,2024-05-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.698,False,Short-lived packet loss observed at edge gateway gw-02.
+36961,2024-05-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor signal clipping observed during startup surge.
+36962,2024-05-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.873,False,Sensor enclosure opened for manual calibration verification.
+36963,2024-05-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.653,False,Calibration check overdue by 11 days for press-line transducer.
+36964,2024-05-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.09,False,Air handler maintenance reduced humidity variance on finishing line.
+36965,2024-05-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Thermal ramp exceeded expected warmup curve before shift start.
+36966,2024-05-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.445,False,Maintenance note logged for coupling imbalance inspection.
+36967,2024-05-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.279,False,Hydraulic line pressure oscillation detected under load.
+36968,2024-05-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.666,False,Temporary gateway failover completed without data loss.
+36969,2024-05-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Edge collector replayed buffered events after network recovery.
+36970,2024-05-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.425,False,SCADA backfill inserted two delayed telemetry points.
+36971,2024-05-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.621,False,Vibration baseline recovered after tool holder replacement.
+36972,2024-05-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.491,False,Night shift startup produced higher than normal vibration floor.
+36973,2024-05-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Bearing temperature rising faster than baseline on spindle cell.
+36974,2024-05-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.94,False,Warning threshold updated for pilot predictive-maintenance model.
+36975,2024-05-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Warning threshold updated for pilot predictive-maintenance model.
+36976,2024-05-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.524,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+36977,2024-05-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.181,False,Maintenance note logged for coupling imbalance inspection.
+36978,2024-05-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.92,False,Warning threshold updated for pilot predictive-maintenance model.
+36979,2024-05-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.573,False,Telemetry quality flag downgraded during sensor self-test window.
+36980,2024-05-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.164,False,Condensation warning cleared after dehumidifier ramp-up.
+36981,2024-05-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Vibration harmonics broadened during extended production run.
+36982,2024-05-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.539,False,Warning threshold updated for pilot predictive-maintenance model.
+36983,2024-05-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.529,False,Reliability engineer tagged sample window for model retraining.
+36984,2024-05-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.177,False,Sensor enclosure opened for manual calibration verification.
+36985,2024-05-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Air handler maintenance reduced humidity variance on finishing line.
+36986,2024-05-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.401,False,Sensor enclosure opened for manual calibration verification.
+36987,2024-05-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Hydraulic line pressure oscillation detected under load.
+36988,2024-05-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.853,False,Pressure peak corresponds to oversized billet batch processing.
+36989,2024-05-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.207,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+36990,2024-05-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.799,False,Maintenance crew confirmed lubrication interval was missed.
+36991,2024-05-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.158,False,Operator reset acknowledged after red-tag inspection.
+36992,2024-05-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.681,False,Sensor heartbeat delayed by one interval after gateway retry.
+36993,2024-05-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Reliability engineer tagged sample window for model retraining.
+36994,2024-05-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.18,False,Shift handoff note referenced unusual noise near press enclosure.
+36995,2024-05-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Temporary gateway failover completed without data loss.
+36996,2024-05-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.105,False,Vibration burst exceeds envelope during tool change cycle.
+36997,2024-05-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.346,False,Sensor heartbeat delayed by one interval after gateway retry.
+36998,2024-05-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.657,False,Calibration check overdue by 11 days for press-line transducer.
+36999,2024-05-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.523,False,Quality hold reduced finishing booth activity for one shift.
+37000,2024-05-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.994,False,Maintenance crew confirmed lubrication interval was missed.
+37001,2024-05-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37002,2024-05-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.883,False,Press cycle dwell time lengthened during high-volume batch.
+37003,2024-05-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.338,False,Machine throughput increase drove sustained pressure uplift.
+37004,2024-05-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.362,False,Temporary gateway failover completed without data loss.
+37005,2024-05-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Calibration check overdue by 11 days for press-line transducer.
+37006,2024-05-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.633,False,Quality team requested trace review for lot 24-118B.
+37007,2024-05-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37008,2024-05-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.973,False,Temporary gateway failover completed without data loss.
+37009,2024-05-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Quality hold reduced finishing booth activity for one shift.
+37010,2024-05-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.146,False,Bearing temperature rising faster than baseline on spindle cell.
+37011,2024-05-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.449,False,Supervisory alert generated after three consecutive threshold breaches.
+37012,2024-05-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.593,False,Vibration burst exceeds envelope during tool change cycle.
+37013,2024-05-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Reliability engineer tagged sample window for model retraining.
+37014,2024-05-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.217,False,Temporary gateway failover completed without data loss.
+37015,2024-05-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.028,False,Edge collector replayed buffered events after network recovery.
+37016,2024-05-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.259,False,SCADA backfill inserted two delayed telemetry points.
+37017,2024-05-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Humidity readings track seasonal rise across late spring.
+37018,2024-05-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.48,False,Humidity readings track seasonal rise across late spring.
+37019,2024-05-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.456,False,Vibration baseline recovered after tool holder replacement.
+37020,2024-05-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.843,False,Quality team requested trace review for lot 24-118B.
+37021,2024-05-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Humidity baseline improved after seal replacement.
+37022,2024-05-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.722,False,Temporary gateway failover completed without data loss.
+37023,2024-05-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Operator reset acknowledged after red-tag inspection.
+37024,2024-05-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.4,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37025,2024-05-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.656,False,Temperature variance narrowed after coolant nozzle cleaning.
+37026,2024-05-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.585,False,Temperature variance narrowed after coolant nozzle cleaning.
+37027,2024-05-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Packaging line stop reduced adjacent vibration background.
+37028,2024-05-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.522,False,Vibration baseline recovered after tool holder replacement.
+37029,2024-05-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Quality hold reduced finishing booth activity for one shift.
+37030,2024-05-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.997,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37031,2024-05-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Short-lived packet loss observed at edge gateway gw-02.
+37032,2024-05-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.494,False,Temperature variance narrowed after coolant nozzle cleaning.
+37033,2024-05-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Edge collector replayed buffered events after network recovery.
+37034,2024-05-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.918,False,Night shift startup produced higher than normal vibration floor.
+37035,2024-05-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Humidity excursion near finishing booth during coating run.
+37036,2024-05-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.249,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37037,2024-05-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.384,False,Warning threshold updated for pilot predictive-maintenance model.
+37038,2024-05-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.362,False,Vibration harmonics broadened during extended production run.
+37039,2024-05-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.983,False,Hydraulic line pressure oscillation detected under load.
+37040,2024-05-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Humidity readings track seasonal rise across late spring.
+37041,2024-05-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Coolant loop adjustment reduced chamber temperature spread.
+37042,2024-05-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.257,False,Short-lived packet loss observed at edge gateway gw-02.
+37043,2024-05-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.488,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37044,2024-05-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.266,False,SCADA backfill inserted two delayed telemetry points.
+37045,2024-05-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Pressure line purge completed before restart authorization.
+37046,2024-05-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.869,False,Quality team requested trace review for lot 24-118B.
+37047,2024-05-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.546,False,Machine idle period extended during planned sanitation window.
+37048,2024-05-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.937,False,Edge collector replayed buffered events after network recovery.
+37049,2024-05-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.067,False,Humidity baseline improved after seal replacement.
+37050,2024-05-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.177,False,Telemetry quality flag downgraded during sensor self-test window.
+37051,2024-05-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37052,2024-05-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.11,False,Dust extraction fan offline for 18 minutes on line finishing.
+37053,2024-05-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.411,False,Anomaly review flagged possible bearing wear progression.
+37054,2024-05-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.716,False,Machine idle period extended during planned sanitation window.
+37055,2024-05-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.629,False,Hydraulic line pressure oscillation detected under load.
+37056,2024-05-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.155,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37057,2024-05-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Quality hold reduced finishing booth activity for one shift.
+37058,2024-05-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.912,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37059,2024-05-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.384,False,Humidity climbed during dock-door open period in afternoon shift.
+37060,2024-05-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.585,False,Telemetry quality flag downgraded during sensor self-test window.
+37061,2024-05-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,Warning threshold updated for pilot predictive-maintenance model.
+37062,2024-05-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,58.822,False,Sensor battery health remains nominal after firmware update.
+37063,2024-05-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.53,False,Vibration harmonics broadened during extended production run.
+37064,2024-05-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.217,False,Maintenance scheduler deferred calibration due to spare shortage.
+37065,2024-05-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.895,False,Humidity baseline improved after seal replacement.
+37066,2024-05-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.772,False,Air handler maintenance reduced humidity variance on finishing line.
+37067,2024-05-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.792,False,Maintenance scheduler deferred calibration due to spare shortage.
+37068,2024-05-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.207,False,Press cycle dwell time lengthened during high-volume batch.
+37069,2024-05-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37070,2024-05-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.242,False,Operator reported intermittent chatter on machine CNC-04.
+37071,2024-05-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37072,2024-05-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.963,False,Dust extraction fan offline for 18 minutes on line finishing.
+37073,2024-05-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.649,False,Sensor heartbeat delayed by one interval after gateway retry.
+37074,2024-05-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.083,False,Pressure peak corresponds to oversized billet batch processing.
+37075,2024-05-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Edge collector replayed buffered events after network recovery.
+37076,2024-05-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.953,False,Calibration check overdue by 11 days for press-line transducer.
+37077,2024-05-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Quality team requested trace review for lot 24-118B.
+37078,2024-05-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.535,False,Machine idle period extended during planned sanitation window.
+37079,2024-05-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.197,False,Reliability engineer tagged sample window for model retraining.
+37080,2024-05-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.139,False,Warning threshold updated for pilot predictive-maintenance model.
+37081,2024-05-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Temporary gateway failover completed without data loss.
+37082,2024-05-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.585,False,Vibration harmonics broadened during extended production run.
+37083,2024-05-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.821,False,Packaging line stop reduced adjacent vibration background.
+37084,2024-05-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.677,False,Short-lived packet loss observed at edge gateway gw-02.
+37085,2024-05-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,SCADA backfill inserted two delayed telemetry points.
+37086,2024-05-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.6,False,Calibration check overdue by 11 days for press-line transducer.
+37087,2024-05-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Temporary gateway failover completed without data loss.
+37088,2024-05-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.274,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37089,2024-05-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.879,False,Short-lived packet loss observed at edge gateway gw-02.
+37090,2024-05-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37091,2024-05-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.53,False,Temperature remained elevated during unscheduled overtime run.
+37092,2024-05-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.737,False,Humidity excursion near finishing booth during coating run.
+37093,2024-05-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Operator reset acknowledged after red-tag inspection.
+37094,2024-05-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.976,False,Reliability engineer tagged sample window for model retraining.
+37095,2024-05-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Humidity readings track seasonal rise across late spring.
+37096,2024-05-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.972,False,Unbalanced load introduced cyclical pressure ripple.
+37097,2024-05-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.105,False,Reliability engineer tagged sample window for model retraining.
+37098,2024-05-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.413,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37099,2024-05-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Transient outlier matched forklift impact near cabinet wall.
+37100,2024-05-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37101,2024-05-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Short-lived packet loss observed at edge gateway gw-02.
+37102,2024-05-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.897,False,Temporary gateway failover completed without data loss.
+37103,2024-05-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37104,2024-05-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.288,False,Shift handoff note referenced unusual noise near press enclosure.
+37105,2024-05-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Humidity climbed during dock-door open period in afternoon shift.
+37106,2024-05-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.098,False,Quality hold reduced finishing booth activity for one shift.
+37107,2024-05-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Night shift startup produced higher than normal vibration floor.
+37108,2024-05-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.673,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37109,2024-05-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Press cycle dwell time lengthened during high-volume batch.
+37110,2024-05-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.692,False,Condensation warning cleared after dehumidifier ramp-up.
+37111,2024-05-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.963,False,Sensor heartbeat delayed by one interval after gateway retry.
+37112,2024-05-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.362,False,Anomaly review flagged possible bearing wear progression.
+37113,2024-05-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Bearing temperature rising faster than baseline on spindle cell.
+37114,2024-05-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.398,False,Telemetry quality flag downgraded during sensor self-test window.
+37115,2024-05-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.518,False,Coolant loop adjustment reduced chamber temperature spread.
+37116,2024-05-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.826,False,Edge collector replayed buffered events after network recovery.
+37117,2024-05-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Edge collector replayed buffered events after network recovery.
+37118,2024-05-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.518,False,Shift handoff note referenced unusual noise near press enclosure.
+37119,2024-05-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.309,False,Edge collector replayed buffered events after network recovery.
+37120,2024-05-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.505,False,Telemetry quality flag downgraded during sensor self-test window.
+37121,2024-05-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.119,False,Maintenance note logged for coupling imbalance inspection.
+37122,2024-05-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.918,False,Pressure peak corresponds to oversized billet batch processing.
+37123,2024-05-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.607,False,Calibration check overdue by 11 days for press-line transducer.
+37124,2024-05-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.866,False,Machine idle period extended during planned sanitation window.
+37125,2024-05-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.581,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37126,2024-05-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.247,False,Thermal ramp exceeded expected warmup curve before shift start.
+37127,2024-05-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.163,False,Sensor signal clipping observed during startup surge.
+37128,2024-05-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Sensor signal clipping observed during startup surge.
+37129,2024-05-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.285,False,Sensor battery health remains nominal after firmware update.
+37130,2024-05-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.558,False,Operator reset acknowledged after red-tag inspection.
+37131,2024-05-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.222,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37132,2024-05-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.3,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37133,2024-05-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.674,False,Anomaly review flagged possible bearing wear progression.
+37134,2024-05-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.582,False,Condensation warning cleared after dehumidifier ramp-up.
+37135,2024-05-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37136,2024-05-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.662,False,Bearing temperature rising faster than baseline on spindle cell.
+37137,2024-05-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.681,False,Calibration check overdue by 11 days for press-line transducer.
+37138,2024-05-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.737,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37139,2024-05-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.097,False,Calibration check overdue by 11 days for press-line transducer.
+37140,2024-05-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.714,False,Short-lived packet loss observed at edge gateway gw-02.
+37141,2024-05-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Coolant loop adjustment reduced chamber temperature spread.
+37142,2024-05-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.278,False,Unbalanced load introduced cyclical pressure ripple.
+37143,2024-05-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.089,False,Pressure peak corresponds to oversized billet batch processing.
+37144,2024-05-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.954,False,Edge collector replayed buffered events after network recovery.
+37145,2024-05-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Thermal overshoot event coincided with recipe change on furnace.
+37146,2024-05-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.529,False,Night shift startup produced higher than normal vibration floor.
+37147,2024-05-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.328,False,Humidity climbed during dock-door open period in afternoon shift.
+37148,2024-05-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.547,False,Sensor enclosure opened for manual calibration verification.
+37149,2024-05-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.375,False,Transient outlier matched forklift impact near cabinet wall.
+37150,2024-05-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Press cycle dwell time lengthened during high-volume batch.
+37151,2024-05-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.388,False,Unbalanced load introduced cyclical pressure ripple.
+37152,2024-05-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.919,False,Sensor enclosure opened for manual calibration verification.
+37153,2024-05-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Telemetry quality flag downgraded during sensor self-test window.
+37154,2024-05-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.276,False,Pressure peak corresponds to oversized billet batch processing.
+37155,2024-05-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.778,False,Sensor heartbeat delayed by one interval after gateway retry.
+37156,2024-05-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.221,False,Short-lived packet loss observed at edge gateway gw-02.
+37157,2024-05-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.951,False,Coolant loop adjustment reduced chamber temperature spread.
+37158,2024-05-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.189,False,Hydraulic line pressure oscillation detected under load.
+37159,2024-05-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.417,False,Condensation warning cleared after dehumidifier ramp-up.
+37160,2024-05-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.323,False,Machine throughput increase drove sustained pressure uplift.
+37161,2024-05-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.232,False,Machine throughput increase drove sustained pressure uplift.
+37162,2024-05-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.112,False,Condensation warning cleared after dehumidifier ramp-up.
+37163,2024-05-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.893,False,Telemetry quality flag downgraded during sensor self-test window.
+37164,2024-05-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.457,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37165,2024-05-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Machine throughput increase drove sustained pressure uplift.
+37166,2024-05-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.578,False,Unbalanced load introduced cyclical pressure ripple.
+37167,2024-05-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37168,2024-05-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Maintenance crew confirmed lubrication interval was missed.
+37169,2024-05-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Edge collector replayed buffered events after network recovery.
+37170,2024-05-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.458,False,Sensor signal clipping observed during startup surge.
+37171,2024-05-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.049,False,Short-lived packet loss observed at edge gateway gw-02.
+37172,2024-05-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.09,False,Condensation warning cleared after dehumidifier ramp-up.
+37173,2024-05-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.962,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37174,2024-05-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.481,False,Supervisory alert generated after three consecutive threshold breaches.
+37175,2024-05-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Warning threshold updated for pilot predictive-maintenance model.
+37176,2024-05-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.336,False,Temperature remained elevated during unscheduled overtime run.
+37177,2024-05-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Pressure settled back to nominal after valve reseat.
+37178,2024-05-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.824,False,Reliability engineer tagged sample window for model retraining.
+37179,2024-05-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Operator reset acknowledged after red-tag inspection.
+37180,2024-05-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.645,False,Sensor enclosure opened for manual calibration verification.
+37181,2024-05-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37182,2024-05-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.424,False,Coolant loop adjustment reduced chamber temperature spread.
+37183,2024-05-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.449,False,Quality team requested trace review for lot 24-118B.
+37184,2024-05-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.612,False,Telemetry quality flag downgraded during sensor self-test window.
+37185,2024-05-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.021,False,Pressure line purge completed before restart authorization.
+37186,2024-05-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.294,False,Sensor signal clipping observed during startup surge.
+37187,2024-05-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.017,False,Anomaly review flagged possible bearing wear progression.
+37188,2024-05-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.154,False,Vibration harmonics broadened during extended production run.
+37189,2024-05-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.385,False,Vibration harmonics broadened during extended production run.
+37190,2024-05-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.397,False,SCADA backfill inserted two delayed telemetry points.
+37191,2024-05-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.732,False,Coolant loop adjustment reduced chamber temperature spread.
+37192,2024-05-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.473,False,Transient outlier matched forklift impact near cabinet wall.
+37193,2024-05-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Air handler maintenance reduced humidity variance on finishing line.
+37194,2024-05-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.048,False,Humidity climbed during dock-door open period in afternoon shift.
+37195,2024-05-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.285,False,Anomaly review flagged possible bearing wear progression.
+37196,2024-05-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.396,False,Condensation warning cleared after dehumidifier ramp-up.
+37197,2024-05-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.214,False,Temperature variance narrowed after coolant nozzle cleaning.
+37198,2024-05-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.09,False,Thermal ramp exceeded expected warmup curve before shift start.
+37199,2024-05-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Anomaly review flagged possible bearing wear progression.
+37200,2024-05-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.19,False,Humidity baseline improved after seal replacement.
+37201,2024-05-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Thermal overshoot event coincided with recipe change on furnace.
+37202,2024-05-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.26,False,SCADA backfill inserted two delayed telemetry points.
+37203,2024-05-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.947,False,Humidity readings track seasonal rise across late spring.
+37204,2024-05-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.067,False,Vibration harmonics broadened during extended production run.
+37205,2024-05-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.73,False,SCADA backfill inserted two delayed telemetry points.
+37206,2024-05-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.964,False,Unbalanced load introduced cyclical pressure ripple.
+37207,2024-05-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.439,False,Dust extraction fan offline for 18 minutes on line finishing.
+37208,2024-05-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.99,False,Short-lived packet loss observed at edge gateway gw-02.
+37209,2024-05-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.329,False,Humidity climbed during dock-door open period in afternoon shift.
+37210,2024-05-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.977,False,Telemetry quality flag downgraded during sensor self-test window.
+37211,2024-05-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.584,False,Vibration burst exceeds envelope during tool change cycle.
+37212,2024-05-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.638,False,Night shift startup produced higher than normal vibration floor.
+37213,2024-05-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Temperature remained elevated during unscheduled overtime run.
+37214,2024-05-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.113,False,Maintenance note logged for coupling imbalance inspection.
+37215,2024-05-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.623,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37216,2024-05-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.807,False,Dust extraction fan offline for 18 minutes on line finishing.
+37217,2024-05-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
+37218,2024-05-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.826,False,Thermal overshoot event coincided with recipe change on furnace.
+37219,2024-05-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37220,2024-05-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.97,False,Packaging line stop reduced adjacent vibration background.
+37221,2024-05-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Machine idle period extended during planned sanitation window.
+37222,2024-05-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.555,False,Shift handoff note referenced unusual noise near press enclosure.
+37223,2024-05-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.355,False,Thermal overshoot event coincided with recipe change on furnace.
+37224,2024-05-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.511,False,Short-lived packet loss observed at edge gateway gw-02.
+37225,2024-05-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.459,False,Shift handoff note referenced unusual noise near press enclosure.
+37226,2024-05-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.935,False,Coolant loop adjustment reduced chamber temperature spread.
+37227,2024-05-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,SCADA backfill inserted two delayed telemetry points.
+37228,2024-05-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.202,False,Machine idle period extended during planned sanitation window.
+37229,2024-05-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Shift handoff note referenced unusual noise near press enclosure.
+37230,2024-05-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.593,False,Sensor enclosure opened for manual calibration verification.
+37231,2024-05-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Telemetry quality flag downgraded during sensor self-test window.
+37232,2024-05-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.664,False,Air handler maintenance reduced humidity variance on finishing line.
+37233,2024-05-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Telemetry quality flag downgraded during sensor self-test window.
+37234,2024-05-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.923,False,Humidity excursion near finishing booth during coating run.
+37235,2024-05-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.987,False,Hydraulic line pressure oscillation detected under load.
+37236,2024-05-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.604,False,Night shift startup produced higher than normal vibration floor.
+37237,2024-05-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Temperature variance narrowed after coolant nozzle cleaning.
+37238,2024-05-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.345,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37239,2024-05-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.975,False,Sensor heartbeat delayed by one interval after gateway retry.
+37240,2024-05-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.034,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37241,2024-05-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37242,2024-05-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.801,False,Vibration harmonics broadened during extended production run.
+37243,2024-05-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.088,False,Reliability engineer tagged sample window for model retraining.
+37244,2024-05-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.694,False,Operator reported intermittent chatter on machine CNC-04.
+37245,2024-05-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Vibration harmonics broadened during extended production run.
+37246,2024-05-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.902,False,Pressure line purge completed before restart authorization.
+37247,2024-05-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.471,False,Machine idle period extended during planned sanitation window.
+37248,2024-05-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.515,False,Pressure settled back to nominal after valve reseat.
+37249,2024-05-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Supervisory alert generated after three consecutive threshold breaches.
+37250,2024-05-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.266,False,Thermal overshoot event coincided with recipe change on furnace.
+37251,2024-05-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Sensor battery health remains nominal after firmware update.
+37252,2024-05-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.25,False,Short-lived packet loss observed at edge gateway gw-02.
+37253,2024-05-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.409,False,Temporary gateway failover completed without data loss.
+37254,2024-05-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Humidity excursion near finishing booth during coating run.
+37255,2024-05-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.558,False,Quality team requested trace review for lot 24-118B.
+37256,2024-05-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.826,False,Temporary gateway failover completed without data loss.
+37257,2024-05-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.044,False,Air handler maintenance reduced humidity variance on finishing line.
+37258,2024-05-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.713,False,Operator reported intermittent chatter on machine CNC-04.
+37259,2024-05-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Coolant loop adjustment reduced chamber temperature spread.
+37260,2024-05-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.829,False,Sensor heartbeat delayed by one interval after gateway retry.
+37261,2024-05-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37262,2024-05-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.449,False,Anomaly review flagged possible bearing wear progression.
+37263,2024-05-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Sensor battery health remains nominal after firmware update.
+37264,2024-05-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.791,False,Packaging line stop reduced adjacent vibration background.
+37265,2024-05-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.761,False,Unbalanced load introduced cyclical pressure ripple.
+37266,2024-05-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.567,False,Vibration harmonics broadened during extended production run.
+37267,2024-05-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Unbalanced load introduced cyclical pressure ripple.
+37268,2024-05-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.879,False,Sensor heartbeat delayed by one interval after gateway retry.
+37269,2024-05-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37270,2024-05-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.193,False,Maintenance note logged for coupling imbalance inspection.
+37271,2024-05-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.181,False,Operator reset acknowledged after red-tag inspection.
+37272,2024-05-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.488,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37273,2024-05-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Temperature variance narrowed after coolant nozzle cleaning.
+37274,2024-05-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.003,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37275,2024-05-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.788,False,Vibration harmonics broadened during extended production run.
+37276,2024-05-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.696,False,Pressure peak corresponds to oversized billet batch processing.
+37277,2024-05-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.564,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37278,2024-05-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.414,False,Vibration baseline recovered after tool holder replacement.
+37279,2024-05-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.559,False,Packaging line stop reduced adjacent vibration background.
+37280,2024-05-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.556,False,Sensor enclosure opened for manual calibration verification.
+37281,2024-05-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.172,False,Temperature remained elevated during unscheduled overtime run.
+37282,2024-05-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.041,False,Vibration harmonics broadened during extended production run.
+37283,2024-05-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.197,False,Bearing temperature rising faster than baseline on spindle cell.
+37284,2024-05-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.57,False,Sensor heartbeat delayed by one interval after gateway retry.
+37285,2024-05-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Operator reset acknowledged after red-tag inspection.
+37286,2024-05-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.358,False,Humidity baseline improved after seal replacement.
+37287,2024-05-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.396,False,Sensor battery health remains nominal after firmware update.
+37288,2024-05-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.192,False,Warning threshold updated for pilot predictive-maintenance model.
+37289,2024-05-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Thermal overshoot event coincided with recipe change on furnace.
+37290,2024-05-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.962,False,Night shift startup produced higher than normal vibration floor.
+37291,2024-05-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.8,False,Packaging line stop reduced adjacent vibration background.
+37292,2024-05-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.558,False,Operator reset acknowledged after red-tag inspection.
+37293,2024-05-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Hydraulic line pressure oscillation detected under load.
+37294,2024-05-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.547,False,Vibration baseline recovered after tool holder replacement.
+37295,2024-05-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.528,False,Humidity climbed during dock-door open period in afternoon shift.
+37296,2024-05-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.07,False,Pressure peak corresponds to oversized billet batch processing.
+37297,2024-05-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.298,False,Bearing temperature rising faster than baseline on spindle cell.
+37298,2024-05-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.098,False,Pressure settled back to nominal after valve reseat.
+37299,2024-05-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37300,2024-05-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.667,False,Temperature variance narrowed after coolant nozzle cleaning.
+37301,2024-05-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,SCADA backfill inserted two delayed telemetry points.
+37302,2024-05-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.009,False,Vibration harmonics broadened during extended production run.
+37303,2024-05-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.839,False,Machine throughput increase drove sustained pressure uplift.
+37304,2024-05-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.319,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37305,2024-05-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.337,False,Thermal overshoot event coincided with recipe change on furnace.
+37306,2024-05-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.052,False,Sensor signal clipping observed during startup surge.
+37307,2024-05-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.196,False,Machine throughput increase drove sustained pressure uplift.
+37308,2024-05-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.115,False,Humidity climbed during dock-door open period in afternoon shift.
+37309,2024-05-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Vibration burst exceeds envelope during tool change cycle.
+37310,2024-05-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.018,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37311,2024-05-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.51,False,Reliability engineer tagged sample window for model retraining.
+37312,2024-05-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.526,False,Temporary gateway failover completed without data loss.
+37313,2024-05-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.378,False,Dust extraction fan offline for 18 minutes on line finishing.
+37314,2024-05-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.357,False,Temperature variance narrowed after coolant nozzle cleaning.
+37315,2024-05-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.646,False,Warning threshold updated for pilot predictive-maintenance model.
+37316,2024-05-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.508,False,Pressure line purge completed before restart authorization.
+37317,2024-05-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.922,False,Maintenance crew confirmed lubrication interval was missed.
+37318,2024-05-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.407,False,Sensor signal clipping observed during startup surge.
+37319,2024-05-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.999,False,Hydraulic line pressure oscillation detected under load.
+37320,2024-05-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.917,False,Humidity baseline improved after seal replacement.
+37321,2024-05-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.01,False,Bearing temperature rising faster than baseline on spindle cell.
+37322,2024-05-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.43,False,Short-lived packet loss observed at edge gateway gw-02.
+37323,2024-05-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.169,False,Vibration burst exceeds envelope during tool change cycle.
+37324,2024-05-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.859,False,Hydraulic line pressure oscillation detected under load.
+37325,2024-05-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Condensation warning cleared after dehumidifier ramp-up.
+37326,2024-05-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.721,False,Pressure peak corresponds to oversized billet batch processing.
+37327,2024-05-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.355,False,Reliability engineer tagged sample window for model retraining.
+37328,2024-05-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.17,False,Pressure settled back to nominal after valve reseat.
+37329,2024-05-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Vibration burst exceeds envelope during tool change cycle.
+37330,2024-05-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.105,False,Operator reported intermittent chatter on machine CNC-04.
+37331,2024-05-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.717,False,Edge collector replayed buffered events after network recovery.
+37332,2024-05-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.705,False,Hydraulic line pressure oscillation detected under load.
+37333,2024-05-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.736,False,Night shift startup produced higher than normal vibration floor.
+37334,2024-05-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.546,False,Maintenance scheduler deferred calibration due to spare shortage.
+37335,2024-05-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Vibration harmonics broadened during extended production run.
+37336,2024-05-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.833,False,Supervisory alert generated after three consecutive threshold breaches.
+37337,2024-05-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Edge collector replayed buffered events after network recovery.
+37338,2024-05-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.114,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37339,2024-05-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.276,False,Humidity climbed during dock-door open period in afternoon shift.
+37340,2024-05-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.182,False,Edge collector replayed buffered events after network recovery.
+37341,2024-05-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.082,False,Reliability engineer tagged sample window for model retraining.
+37342,2024-05-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.544,False,Press cycle dwell time lengthened during high-volume batch.
+37343,2024-05-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,False,Machine idle period extended during planned sanitation window.
+37344,2024-05-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.825,False,Humidity excursion near finishing booth during coating run.
+37345,2024-05-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Dust extraction fan offline for 18 minutes on line finishing.
+37346,2024-05-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.16,False,Humidity readings track seasonal rise across late spring.
+37347,2024-05-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.245,False,Hydraulic line pressure oscillation detected under load.
+37348,2024-05-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.857,False,Pressure settled back to nominal after valve reseat.
+37349,2024-05-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.325,False,Quality hold reduced finishing booth activity for one shift.
+37350,2024-05-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.559,False,Humidity baseline improved after seal replacement.
+37351,2024-05-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Thermal ramp exceeded expected warmup curve before shift start.
+37352,2024-05-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.953,False,Machine throughput increase drove sustained pressure uplift.
+37353,2024-05-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.185,False,Operator reported intermittent chatter on machine CNC-04.
+37354,2024-05-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.777,False,Calibration check overdue by 11 days for press-line transducer.
+37355,2024-05-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.833,False,Humidity excursion near finishing booth during coating run.
+37356,2024-05-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.955,False,Humidity baseline improved after seal replacement.
+37357,2024-05-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.736,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37358,2024-05-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.06,False,Short-lived packet loss observed at edge gateway gw-02.
+37359,2024-05-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.583,False,Operator reported intermittent chatter on machine CNC-04.
+37360,2024-05-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.948,False,Bearing temperature rising faster than baseline on spindle cell.
+37361,2024-05-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.503,False,Vibration baseline recovered after tool holder replacement.
+37362,2024-05-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.115,False,Machine idle period extended during planned sanitation window.
+37363,2024-05-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Reliability engineer tagged sample window for model retraining.
+37364,2024-05-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.336,False,Maintenance note logged for coupling imbalance inspection.
+37365,2024-05-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.544,False,Machine throughput increase drove sustained pressure uplift.
+37366,2024-05-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.528,False,Air handler maintenance reduced humidity variance on finishing line.
+37367,2024-05-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.611,False,Pressure line purge completed before restart authorization.
+37368,2024-05-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.93,False,Thermal ramp exceeded expected warmup curve before shift start.
+37369,2024-05-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Night shift startup produced higher than normal vibration floor.
+37370,2024-05-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.5,False,SCADA backfill inserted two delayed telemetry points.
+37371,2024-05-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Sensor enclosure opened for manual calibration verification.
+37372,2024-05-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.754,False,Air handler maintenance reduced humidity variance on finishing line.
+37373,2024-05-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.124,False,Warning threshold updated for pilot predictive-maintenance model.
+37374,2024-05-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.355,False,Temperature remained elevated during unscheduled overtime run.
+37375,2024-05-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.742,False,Humidity readings track seasonal rise across late spring.
+37376,2024-05-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.805,False,Pressure line purge completed before restart authorization.
+37377,2024-05-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.254,False,Maintenance crew confirmed lubrication interval was missed.
+37378,2024-05-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.001,False,Sensor signal clipping observed during startup surge.
+37379,2024-05-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Edge collector replayed buffered events after network recovery.
+37380,2024-05-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.954,False,Maintenance note logged for coupling imbalance inspection.
+37381,2024-05-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.734,False,Unbalanced load introduced cyclical pressure ripple.
+37382,2024-05-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.789,False,Humidity baseline improved after seal replacement.
+37383,2024-05-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.551,False,Press cycle dwell time lengthened during high-volume batch.
+37384,2024-05-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.331,False,Vibration burst exceeds envelope during tool change cycle.
+37385,2024-05-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Condensation warning cleared after dehumidifier ramp-up.
+37386,2024-05-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.375,False,Maintenance crew confirmed lubrication interval was missed.
+37387,2024-05-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.383,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37388,2024-05-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.244,False,Pressure peak corresponds to oversized billet batch processing.
+37389,2024-05-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.933,False,Pressure peak corresponds to oversized billet batch processing.
+37390,2024-05-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.607,False,Quality hold reduced finishing booth activity for one shift.
+37391,2024-05-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Maintenance scheduler deferred calibration due to spare shortage.
+37392,2024-05-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.908,False,Telemetry quality flag downgraded during sensor self-test window.
+37393,2024-05-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Vibration burst exceeds envelope during tool change cycle.
+37394,2024-05-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37395,2024-05-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.247,False,Air handler maintenance reduced humidity variance on finishing line.
+37396,2024-05-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.722,False,Temporary gateway failover completed without data loss.
+37397,2024-05-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.926,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37398,2024-05-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37399,2024-05-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.334,False,Temperature remained elevated during unscheduled overtime run.
+37400,2024-05-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.493,False,Quality team requested trace review for lot 24-118B.
+37401,2024-05-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Reliability engineer tagged sample window for model retraining.
+37402,2024-05-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.911,False,Vibration harmonics broadened during extended production run.
+37403,2024-05-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Pressure settled back to nominal after valve reseat.
+37404,2024-05-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.539,False,Bearing temperature rising faster than baseline on spindle cell.
+37405,2024-05-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.976,False,Press cycle dwell time lengthened during high-volume batch.
+37406,2024-05-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.841,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37407,2024-05-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.149,False,Shift handoff note referenced unusual noise near press enclosure.
+37408,2024-05-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.836,False,Quality team requested trace review for lot 24-118B.
+37409,2024-05-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Bearing temperature rising faster than baseline on spindle cell.
+37410,2024-05-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.984,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37411,2024-05-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.963,False,Thermal overshoot event coincided with recipe change on furnace.
+37412,2024-05-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.649,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37413,2024-05-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.66,False,Calibration check overdue by 11 days for press-line transducer.
+37414,2024-05-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.974,False,Humidity excursion near finishing booth during coating run.
+37415,2024-05-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.5,False,Shift handoff note referenced unusual noise near press enclosure.
+37416,2024-05-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.465,False,Warning threshold updated for pilot predictive-maintenance model.
+37417,2024-05-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.809,False,Quality hold reduced finishing booth activity for one shift.
+37418,2024-05-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.705,False,Vibration burst exceeds envelope during tool change cycle.
+37419,2024-05-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.351,False,Press cycle dwell time lengthened during high-volume batch.
+37420,2024-05-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.04,False,Pressure peak corresponds to oversized billet batch processing.
+37421,2024-05-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Reliability engineer tagged sample window for model retraining.
+37422,2024-05-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.161,False,Warning threshold updated for pilot predictive-maintenance model.
+37423,2024-05-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Maintenance crew confirmed lubrication interval was missed.
+37424,2024-05-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.83,False,Edge collector replayed buffered events after network recovery.
+37425,2024-05-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37426,2024-05-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.233,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37427,2024-05-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Pressure line purge completed before restart authorization.
+37428,2024-05-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.093,False,Vibration burst exceeds envelope during tool change cycle.
+37429,2024-05-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Quality team requested trace review for lot 24-118B.
+37430,2024-05-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.914,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37431,2024-05-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.548,False,Quality team requested trace review for lot 24-118B.
+37432,2024-05-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.413,False,Vibration harmonics broadened during extended production run.
+37433,2024-05-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Temporary gateway failover completed without data loss.
+37434,2024-05-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.979,False,Edge collector replayed buffered events after network recovery.
+37435,2024-05-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.978,False,Pressure line purge completed before restart authorization.
+37436,2024-05-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.899,False,Humidity excursion near finishing booth during coating run.
+37437,2024-05-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.829,False,Machine idle period extended during planned sanitation window.
+37438,2024-05-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.464,False,Night shift startup produced higher than normal vibration floor.
+37439,2024-05-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Machine idle period extended during planned sanitation window.
+37440,2024-05-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.371,False,Quality hold reduced finishing booth activity for one shift.
+37441,2024-05-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,Bearing temperature rising faster than baseline on spindle cell.
+37442,2024-05-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.138,False,Quality hold reduced finishing booth activity for one shift.
+37443,2024-05-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.268,False,Air handler maintenance reduced humidity variance on finishing line.
+37444,2024-05-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.408,False,Packaging line stop reduced adjacent vibration background.
+37445,2024-05-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Machine idle period extended during planned sanitation window.
+37446,2024-05-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.346,False,Vibration burst exceeds envelope during tool change cycle.
+37447,2024-05-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Temperature variance narrowed after coolant nozzle cleaning.
+37448,2024-05-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.637,False,Packaging line stop reduced adjacent vibration background.
+37449,2024-05-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.224,False,Humidity climbed during dock-door open period in afternoon shift.
+37450,2024-05-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.168,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37451,2024-05-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.81,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37452,2024-05-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.742,False,Humidity excursion near finishing booth during coating run.
+37453,2024-05-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.489,False,Supervisory alert generated after three consecutive threshold breaches.
+37454,2024-05-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.958,False,Condensation warning cleared after dehumidifier ramp-up.
+37455,2024-05-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Hydraulic line pressure oscillation detected under load.
+37456,2024-05-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.661,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37457,2024-05-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.612,False,Quality hold reduced finishing booth activity for one shift.
+37458,2024-05-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.618,False,Maintenance note logged for coupling imbalance inspection.
+37459,2024-05-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.975,False,Warning threshold updated for pilot predictive-maintenance model.
+37460,2024-05-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.403,False,Vibration burst exceeds envelope during tool change cycle.
+37461,2024-05-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Sensor heartbeat delayed by one interval after gateway retry.
+37462,2024-05-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.312,False,Thermal overshoot event coincided with recipe change on furnace.
+37463,2024-05-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.735,False,Short-lived packet loss observed at edge gateway gw-02.
+37464,2024-05-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.303,False,Machine throughput increase drove sustained pressure uplift.
+37465,2024-05-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Transient outlier matched forklift impact near cabinet wall.
+37466,2024-05-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.538,False,Pressure peak corresponds to oversized billet batch processing.
+37467,2024-05-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.311,False,Temperature remained elevated during unscheduled overtime run.
+37468,2024-05-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.75,False,Thermal overshoot event coincided with recipe change on furnace.
+37469,2024-05-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.597,False,Shift handoff note referenced unusual noise near press enclosure.
+37470,2024-05-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.469,False,Packaging line stop reduced adjacent vibration background.
+37471,2024-05-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Pressure line purge completed before restart authorization.
+37472,2024-05-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.12,False,Maintenance note logged for coupling imbalance inspection.
+37473,2024-05-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Maintenance note logged for coupling imbalance inspection.
+37474,2024-05-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.092,False,Temporary gateway failover completed without data loss.
+37475,2024-05-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.143,False,Pressure peak corresponds to oversized billet batch processing.
+37476,2024-05-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.832,False,Transient outlier matched forklift impact near cabinet wall.
+37477,2024-05-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.889,False,Warning threshold updated for pilot predictive-maintenance model.
+37478,2024-05-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.949,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37479,2024-05-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Humidity baseline improved after seal replacement.
+37480,2024-05-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.912,False,Maintenance note logged for coupling imbalance inspection.
+37481,2024-05-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Thermal ramp exceeded expected warmup curve before shift start.
+37482,2024-05-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.932,False,Operator reported intermittent chatter on machine CNC-04.
+37483,2024-05-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.518,False,Machine throughput increase drove sustained pressure uplift.
+37484,2024-05-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.281,False,Maintenance scheduler deferred calibration due to spare shortage.
+37485,2024-05-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,Sensor enclosure opened for manual calibration verification.
+37486,2024-05-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.853,False,Shift handoff note referenced unusual noise near press enclosure.
+37487,2024-05-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Humidity baseline improved after seal replacement.
+37488,2024-05-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.703,False,Hydraulic line pressure oscillation detected under load.
+37489,2024-05-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.707,False,Transient outlier matched forklift impact near cabinet wall.
+37490,2024-05-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.28,False,Shift handoff note referenced unusual noise near press enclosure.
+37491,2024-05-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Bearing temperature rising faster than baseline on spindle cell.
+37492,2024-05-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.343,False,Vibration harmonics broadened during extended production run.
+37493,2024-05-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Machine idle period extended during planned sanitation window.
+37494,2024-05-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.251,False,Warning threshold updated for pilot predictive-maintenance model.
+37495,2024-05-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Telemetry quality flag downgraded during sensor self-test window.
+37496,2024-05-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.24,False,Humidity excursion near finishing booth during coating run.
+37497,2024-05-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Thermal overshoot event coincided with recipe change on furnace.
+37498,2024-05-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.235,False,Unbalanced load introduced cyclical pressure ripple.
+37499,2024-05-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Supervisory alert generated after three consecutive threshold breaches.
+37500,2024-05-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.23,False,Machine idle period extended during planned sanitation window.
+37501,2024-05-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.942,False,Thermal overshoot event coincided with recipe change on furnace.
+37502,2024-05-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.968,False,Sensor heartbeat delayed by one interval after gateway retry.
+37503,2024-05-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.14,False,Temperature variance narrowed after coolant nozzle cleaning.
+37504,2024-05-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.655,False,Maintenance scheduler deferred calibration due to spare shortage.
+37505,2024-05-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.264,False,Temperature variance narrowed after coolant nozzle cleaning.
+37506,2024-05-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.192,False,Quality hold reduced finishing booth activity for one shift.
+37507,2024-05-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Pressure line purge completed before restart authorization.
+37508,2024-05-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.731,False,Temperature remained elevated during unscheduled overtime run.
+37509,2024-05-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.132,False,Sensor heartbeat delayed by one interval after gateway retry.
+37510,2024-05-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.029,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37511,2024-05-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37512,2024-05-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.967,False,Humidity baseline improved after seal replacement.
+37513,2024-05-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.565,False,Short-lived packet loss observed at edge gateway gw-02.
+37514,2024-05-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.739,False,Bearing temperature rising faster than baseline on spindle cell.
+37515,2024-05-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.297,False,Coolant loop adjustment reduced chamber temperature spread.
+37516,2024-05-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.046,False,Vibration burst exceeds envelope during tool change cycle.
+37517,2024-05-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.715,False,Operator reset acknowledged after red-tag inspection.
+37518,2024-05-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.192,False,Packaging line stop reduced adjacent vibration background.
+37519,2024-05-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.207,False,Machine idle period extended during planned sanitation window.
+37520,2024-05-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.38,False,Hydraulic line pressure oscillation detected under load.
+37521,2024-05-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.599,False,Bearing temperature rising faster than baseline on spindle cell.
+37522,2024-05-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.349,False,SCADA backfill inserted two delayed telemetry points.
+37523,2024-05-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.463,False,Anomaly review flagged possible bearing wear progression.
+37524,2024-05-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.661,False,Sensor enclosure opened for manual calibration verification.
+37525,2024-05-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.508,False,Maintenance scheduler deferred calibration due to spare shortage.
+37526,2024-05-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.954,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37527,2024-05-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,SCADA backfill inserted two delayed telemetry points.
+37528,2024-05-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.168,False,Warning threshold updated for pilot predictive-maintenance model.
+37529,2024-05-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.107,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37530,2024-05-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.735,False,Vibration harmonics broadened during extended production run.
+37531,2024-05-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.598,False,Quality team requested trace review for lot 24-118B.
+37532,2024-05-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.207,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37533,2024-05-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Sensor battery health remains nominal after firmware update.
+37534,2024-05-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.721,False,Edge collector replayed buffered events after network recovery.
+37535,2024-05-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Unbalanced load introduced cyclical pressure ripple.
+37536,2024-05-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.463,False,Quality team requested trace review for lot 24-118B.
+37537,2024-05-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Humidity climbed during dock-door open period in afternoon shift.
+37538,2024-05-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.284,False,Air handler maintenance reduced humidity variance on finishing line.
+37539,2024-05-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Unbalanced load introduced cyclical pressure ripple.
+37540,2024-05-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.27,False,Unbalanced load introduced cyclical pressure ripple.
+37541,2024-05-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37542,2024-05-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.844,False,Humidity excursion near finishing booth during coating run.
+37543,2024-05-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37544,2024-05-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.792,False,Sensor signal clipping observed during startup surge.
+37545,2024-05-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Reliability engineer tagged sample window for model retraining.
+37546,2024-05-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.215,False,Unbalanced load introduced cyclical pressure ripple.
+37547,2024-05-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Vibration burst exceeds envelope during tool change cycle.
+37548,2024-05-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.714,False,Unbalanced load introduced cyclical pressure ripple.
+37549,2024-05-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.768,False,Condensation warning cleared after dehumidifier ramp-up.
+37550,2024-05-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.399,False,Dust extraction fan offline for 18 minutes on line finishing.
+37551,2024-05-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.656,False,Unbalanced load introduced cyclical pressure ripple.
+37552,2024-05-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.137,False,Reliability engineer tagged sample window for model retraining.
+37553,2024-05-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.11,False,Warning threshold updated for pilot predictive-maintenance model.
+37554,2024-05-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.754,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37555,2024-05-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.553,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37556,2024-05-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.001,False,Machine throughput increase drove sustained pressure uplift.
+37557,2024-05-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.795,False,Sensor battery health remains nominal after firmware update.
+37558,2024-05-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.748,False,Bearing temperature rising faster than baseline on spindle cell.
+37559,2024-05-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.249,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37560,2024-05-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.456,False,Humidity excursion near finishing booth during coating run.
+37561,2024-05-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Calibration check overdue by 11 days for press-line transducer.
+37562,2024-05-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.886,False,Condensation warning cleared after dehumidifier ramp-up.
+37563,2024-05-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.805,False,Pressure line purge completed before restart authorization.
+37564,2024-05-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.619,False,Packaging line stop reduced adjacent vibration background.
+37565,2024-05-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Maintenance scheduler deferred calibration due to spare shortage.
+37566,2024-05-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.269,False,Unbalanced load introduced cyclical pressure ripple.
+37567,2024-05-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.3,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37568,2024-05-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.262,False,Reliability engineer tagged sample window for model retraining.
+37569,2024-05-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Operator reset acknowledged after red-tag inspection.
+37570,2024-05-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.5,False,Pressure settled back to nominal after valve reseat.
+37571,2024-05-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Humidity excursion near finishing booth during coating run.
+37572,2024-05-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.425,False,Machine idle period extended during planned sanitation window.
+37573,2024-05-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Pressure line purge completed before restart authorization.
+37574,2024-05-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.29,False,Humidity baseline improved after seal replacement.
+37575,2024-05-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.754,False,Night shift startup produced higher than normal vibration floor.
+37576,2024-05-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.083,False,Vibration harmonics broadened during extended production run.
+37577,2024-05-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Maintenance note logged for coupling imbalance inspection.
+37578,2024-05-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.29,False,Packaging line stop reduced adjacent vibration background.
+37579,2024-05-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.412,False,Edge collector replayed buffered events after network recovery.
+37580,2024-05-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.692,False,Hydraulic line pressure oscillation detected under load.
+37581,2024-05-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.454,False,Maintenance note logged for coupling imbalance inspection.
+37582,2024-05-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.456,False,Dust extraction fan offline for 18 minutes on line finishing.
+37583,2024-05-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.768,False,Pressure peak corresponds to oversized billet batch processing.
+37584,2024-05-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.468,False,Maintenance crew confirmed lubrication interval was missed.
+37585,2024-05-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Anomaly review flagged possible bearing wear progression.
+37586,2024-05-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.814,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37587,2024-05-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.172,False,Dust extraction fan offline for 18 minutes on line finishing.
+37588,2024-05-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.791,False,Sensor battery health remains nominal after firmware update.
+37589,2024-05-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.921,False,Reliability engineer tagged sample window for model retraining.
+37590,2024-05-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.294,False,Quality team requested trace review for lot 24-118B.
+37591,2024-05-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.691,False,Transient outlier matched forklift impact near cabinet wall.
+37592,2024-05-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.16,False,Warning threshold updated for pilot predictive-maintenance model.
+37593,2024-05-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.261,False,Warning threshold updated for pilot predictive-maintenance model.
+37594,2024-05-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.069,False,Hydraulic line pressure oscillation detected under load.
+37595,2024-05-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37596,2024-05-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.728,False,Operator reported intermittent chatter on machine CNC-04.
+37597,2024-05-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.375,False,Humidity excursion near finishing booth during coating run.
+37598,2024-05-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.007,False,Maintenance note logged for coupling imbalance inspection.
+37599,2024-05-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.987,False,Machine idle period extended during planned sanitation window.
+37600,2024-05-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.296,False,Bearing temperature rising faster than baseline on spindle cell.
+37601,2024-05-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.169,False,Quality team requested trace review for lot 24-118B.
+37602,2024-05-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.828,False,Supervisory alert generated after three consecutive threshold breaches.
+37603,2024-05-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.734,False,Vibration baseline recovered after tool holder replacement.
+37604,2024-05-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.088,False,Air handler maintenance reduced humidity variance on finishing line.
+37605,2024-05-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37606,2024-05-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.149,False,Operator reported intermittent chatter on machine CNC-04.
+37607,2024-05-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Condensation warning cleared after dehumidifier ramp-up.
+37608,2024-05-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.153,False,Vibration burst exceeds envelope during tool change cycle.
+37609,2024-05-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.64,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37610,2024-05-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.555,False,Sensor heartbeat delayed by one interval after gateway retry.
+37611,2024-05-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,SCADA backfill inserted two delayed telemetry points.
+37612,2024-05-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.707,False,Temperature remained elevated during unscheduled overtime run.
+37613,2024-05-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.702,False,Humidity climbed during dock-door open period in afternoon shift.
+37614,2024-05-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.917,False,Thermal overshoot event coincided with recipe change on furnace.
+37615,2024-05-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Thermal ramp exceeded expected warmup curve before shift start.
+37616,2024-05-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,23.932,False,Operator reported intermittent chatter on machine CNC-04.
+37617,2024-05-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.081,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37618,2024-05-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.021,False,Vibration harmonics broadened during extended production run.
+37619,2024-05-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.932,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37620,2024-05-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.762,False,Pressure settled back to nominal after valve reseat.
+37621,2024-05-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,4.374,False,Shift handoff note referenced unusual noise near press enclosure.
+37622,2024-05-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.528,False,Packaging line stop reduced adjacent vibration background.
+37623,2024-05-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37624,2024-05-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37625,2024-05-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.097,False,Anomaly review flagged possible bearing wear progression.
+37626,2024-05-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.14,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37627,2024-05-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,Unbalanced load introduced cyclical pressure ripple.
+37628,2024-05-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.004,False,Vibration harmonics broadened during extended production run.
+37629,2024-05-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.258,False,Temperature variance narrowed after coolant nozzle cleaning.
+37630,2024-05-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.305,False,Quality team requested trace review for lot 24-118B.
+37631,2024-05-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.194,False,Sensor heartbeat delayed by one interval after gateway retry.
+37632,2024-05-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.962,False,Vibration baseline recovered after tool holder replacement.
+37633,2024-05-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Sensor enclosure opened for manual calibration verification.
+37634,2024-05-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.882,False,Vibration baseline recovered after tool holder replacement.
+37635,2024-05-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Reliability engineer tagged sample window for model retraining.
+37636,2024-05-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.864,False,Maintenance note logged for coupling imbalance inspection.
+37637,2024-05-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37638,2024-05-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.237,False,Air handler maintenance reduced humidity variance on finishing line.
+37639,2024-05-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Thermal overshoot event coincided with recipe change on furnace.
+37640,2024-05-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.238,False,Packaging line stop reduced adjacent vibration background.
+37641,2024-05-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.787,False,Pressure line purge completed before restart authorization.
+37642,2024-05-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.406,False,Bearing temperature rising faster than baseline on spindle cell.
+37643,2024-05-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.707,False,Warning threshold updated for pilot predictive-maintenance model.
+37644,2024-05-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.687,False,Telemetry quality flag downgraded during sensor self-test window.
+37645,2024-05-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Coolant loop adjustment reduced chamber temperature spread.
+37646,2024-05-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.07,False,Sensor heartbeat delayed by one interval after gateway retry.
+37647,2024-05-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.615,False,Sensor heartbeat delayed by one interval after gateway retry.
+37648,2024-05-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.419,False,Unbalanced load introduced cyclical pressure ripple.
+37649,2024-05-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.943,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37650,2024-05-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.812,False,Temperature variance narrowed after coolant nozzle cleaning.
+37651,2024-05-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.848,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37652,2024-05-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.291,False,Temperature variance narrowed after coolant nozzle cleaning.
+37653,2024-05-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.57,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37654,2024-05-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.767,False,Edge collector replayed buffered events after network recovery.
+37655,2024-05-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.345,False,Temperature variance narrowed after coolant nozzle cleaning.
+37656,2024-05-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.403,False,SCADA backfill inserted two delayed telemetry points.
+37657,2024-05-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Air handler maintenance reduced humidity variance on finishing line.
+37658,2024-05-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.881,False,Press cycle dwell time lengthened during high-volume batch.
+37659,2024-05-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.693,False,Temporary gateway failover completed without data loss.
+37660,2024-05-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.345,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37661,2024-05-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.49,False,Coolant loop adjustment reduced chamber temperature spread.
+37662,2024-05-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.267,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37663,2024-05-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.029,False,Machine throughput increase drove sustained pressure uplift.
+37664,2024-05-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.334,False,Condensation warning cleared after dehumidifier ramp-up.
+37665,2024-05-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Maintenance crew confirmed lubrication interval was missed.
+37666,2024-05-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.96,False,Calibration check overdue by 11 days for press-line transducer.
+37667,2024-05-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.709,False,Humidity climbed during dock-door open period in afternoon shift.
+37668,2024-05-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.629,False,Operator reported intermittent chatter on machine CNC-04.
+37669,2024-05-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.755,False,Temporary gateway failover completed without data loss.
+37670,2024-05-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.543,False,Warning threshold updated for pilot predictive-maintenance model.
+37671,2024-05-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.83,False,Edge collector replayed buffered events after network recovery.
+37672,2024-05-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.409,False,Vibration baseline recovered after tool holder replacement.
+37673,2024-05-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.206,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37674,2024-05-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.259,False,Unbalanced load introduced cyclical pressure ripple.
+37675,2024-05-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.076,False,Edge collector replayed buffered events after network recovery.
+37676,2024-05-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.571,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37677,2024-05-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.029,False,Temporary gateway failover completed without data loss.
+37678,2024-05-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.05,False,Supervisory alert generated after three consecutive threshold breaches.
+37679,2024-05-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Hydraulic line pressure oscillation detected under load.
+37680,2024-05-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.223,False,Press cycle dwell time lengthened during high-volume batch.
+37681,2024-05-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Short-lived packet loss observed at edge gateway gw-02.
+37682,2024-05-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.237,False,Sensor enclosure opened for manual calibration verification.
+37683,2024-05-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Quality hold reduced finishing booth activity for one shift.
+37684,2024-05-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.153,False,Coolant loop adjustment reduced chamber temperature spread.
+37685,2024-05-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Vibration harmonics broadened during extended production run.
+37686,2024-05-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.409,False,Press cycle dwell time lengthened during high-volume batch.
+37687,2024-05-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.726,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37688,2024-05-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.859,False,Dust extraction fan offline for 18 minutes on line finishing.
+37689,2024-05-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Temporary gateway failover completed without data loss.
+37690,2024-05-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.384,False,Pressure settled back to nominal after valve reseat.
+37691,2024-05-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Anomaly review flagged possible bearing wear progression.
+37692,2024-05-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.576,False,Sensor signal clipping observed during startup surge.
+37693,2024-05-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.996,False,Machine idle period extended during planned sanitation window.
+37694,2024-05-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.498,False,Humidity readings track seasonal rise across late spring.
+37695,2024-05-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.742,False,Maintenance scheduler deferred calibration due to spare shortage.
+37696,2024-05-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.629,False,Humidity excursion near finishing booth during coating run.
+37697,2024-05-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.872,False,Condensation warning cleared after dehumidifier ramp-up.
+37698,2024-05-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.805,False,Sensor enclosure opened for manual calibration verification.
+37699,2024-05-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.841,False,Maintenance note logged for coupling imbalance inspection.
+37700,2024-05-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.766,False,Night shift startup produced higher than normal vibration floor.
+37701,2024-05-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.091,False,Temperature variance narrowed after coolant nozzle cleaning.
+37702,2024-05-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.04,False,Packaging line stop reduced adjacent vibration background.
+37703,2024-05-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.102,False,Condensation warning cleared after dehumidifier ramp-up.
+37704,2024-05-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.311,False,Pressure line purge completed before restart authorization.
+37705,2024-05-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.879,False,Humidity baseline improved after seal replacement.
+37706,2024-05-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.781,False,Thermal overshoot event coincided with recipe change on furnace.
+37707,2024-05-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Operator reset acknowledged after red-tag inspection.
+37708,2024-05-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.59,False,Maintenance crew confirmed lubrication interval was missed.
+37709,2024-05-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37710,2024-05-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.715,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37711,2024-05-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Humidity excursion near finishing booth during coating run.
+37712,2024-05-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.167,False,Unbalanced load introduced cyclical pressure ripple.
+37713,2024-05-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37714,2024-05-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.334,False,Night shift startup produced higher than normal vibration floor.
+37715,2024-05-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Night shift startup produced higher than normal vibration floor.
+37716,2024-05-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.18,False,Supervisory alert generated after three consecutive threshold breaches.
+37717,2024-05-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.871,False,Temperature remained elevated during unscheduled overtime run.
+37718,2024-05-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.63,False,Sensor battery health remains nominal after firmware update.
+37719,2024-05-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.446,False,Anomaly review flagged possible bearing wear progression.
+37720,2024-05-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.873,False,SCADA backfill inserted two delayed telemetry points.
+37721,2024-05-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37722,2024-05-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.442,False,Humidity climbed during dock-door open period in afternoon shift.
+37723,2024-05-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Dust extraction fan offline for 18 minutes on line finishing.
+37724,2024-05-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.889,False,Maintenance note logged for coupling imbalance inspection.
+37725,2024-05-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Short-lived packet loss observed at edge gateway gw-02.
+37726,2024-05-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.659,False,Unbalanced load introduced cyclical pressure ripple.
+37727,2024-05-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Sensor enclosure opened for manual calibration verification.
+37728,2024-05-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.895,False,Sensor enclosure opened for manual calibration verification.
+37729,2024-05-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.711,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37730,2024-05-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.711,False,Humidity readings track seasonal rise across late spring.
+37731,2024-05-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.233,False,Packaging line stop reduced adjacent vibration background.
+37732,2024-05-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.915,False,Pressure peak corresponds to oversized billet batch processing.
+37733,2024-05-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37734,2024-05-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.78,False,Machine idle period extended during planned sanitation window.
+37735,2024-05-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.873,False,Press cycle dwell time lengthened during high-volume batch.
+37736,2024-05-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.252,False,Condensation warning cleared after dehumidifier ramp-up.
+37737,2024-05-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.553,False,Sensor enclosure opened for manual calibration verification.
+37738,2024-05-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.779,False,Press cycle dwell time lengthened during high-volume batch.
+37739,2024-05-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.56,False,Pressure line purge completed before restart authorization.
+37740,2024-05-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.634,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37741,2024-05-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.75,False,Vibration burst exceeds envelope during tool change cycle.
+37742,2024-05-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.926,False,Sensor battery health remains nominal after firmware update.
+37743,2024-05-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.37,False,Condensation warning cleared after dehumidifier ramp-up.
+37744,2024-05-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.942,False,Humidity baseline improved after seal replacement.
+37745,2024-05-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Sensor battery health remains nominal after firmware update.
+37746,2024-05-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.544,False,Transient outlier matched forklift impact near cabinet wall.
+37747,2024-05-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.754,False,Temperature remained elevated during unscheduled overtime run.
+37748,2024-05-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.776,False,Machine throughput increase drove sustained pressure uplift.
+37749,2024-05-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,SCADA backfill inserted two delayed telemetry points.
+37750,2024-05-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.145,False,Temporary gateway failover completed without data loss.
+37751,2024-05-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.478,False,Warning threshold updated for pilot predictive-maintenance model.
+37752,2024-05-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.883,False,Press cycle dwell time lengthened during high-volume batch.
+37753,2024-05-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Anomaly review flagged possible bearing wear progression.
+37754,2024-05-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.845,False,Condensation warning cleared after dehumidifier ramp-up.
+37755,2024-05-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.087,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37756,2024-05-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.965,False,SCADA backfill inserted two delayed telemetry points.
+37757,2024-05-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.147,False,Hydraulic line pressure oscillation detected under load.
+37758,2024-05-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.525,False,Humidity excursion near finishing booth during coating run.
+37759,2024-05-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.073,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37760,2024-05-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.038,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37761,2024-05-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Reliability engineer tagged sample window for model retraining.
+37762,2024-05-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.605,False,Machine throughput increase drove sustained pressure uplift.
+37763,2024-05-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37764,2024-05-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.003,False,Quality hold reduced finishing booth activity for one shift.
+37765,2024-05-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.244,False,Shift handoff note referenced unusual noise near press enclosure.
+37766,2024-05-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.647,False,Pressure line purge completed before restart authorization.
+37767,2024-05-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Maintenance note logged for coupling imbalance inspection.
+37768,2024-05-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.431,False,Maintenance note logged for coupling imbalance inspection.
+37769,2024-05-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Maintenance scheduler deferred calibration due to spare shortage.
+37770,2024-05-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.586,False,Supervisory alert generated after three consecutive threshold breaches.
+37771,2024-05-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.113,False,Maintenance note logged for coupling imbalance inspection.
+37772,2024-05-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.226,False,Operator reported intermittent chatter on machine CNC-04.
+37773,2024-05-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,SCADA backfill inserted two delayed telemetry points.
+37774,2024-05-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.383,False,Transient outlier matched forklift impact near cabinet wall.
+37775,2024-05-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.447,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37776,2024-05-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.086,False,Sensor signal clipping observed during startup surge.
+37777,2024-05-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Humidity climbed during dock-door open period in afternoon shift.
+37778,2024-05-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.149,False,Maintenance scheduler deferred calibration due to spare shortage.
+37779,2024-05-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.892,False,Pressure settled back to nominal after valve reseat.
+37780,2024-05-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.527,False,Operator reset acknowledged after red-tag inspection.
+37781,2024-05-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Vibration baseline recovered after tool holder replacement.
+37782,2024-05-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Thermal ramp exceeded expected warmup curve before shift start.
+37783,2024-05-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.735,False,Humidity climbed during dock-door open period in afternoon shift.
+37784,2024-05-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.611,False,Sensor heartbeat delayed by one interval after gateway retry.
+37785,2024-05-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Pressure peak corresponds to oversized billet batch processing.
+37786,2024-05-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.451,False,Vibration baseline recovered after tool holder replacement.
+37787,2024-05-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.683,False,Press cycle dwell time lengthened during high-volume batch.
+37788,2024-05-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.752,False,Pressure line purge completed before restart authorization.
+37789,2024-05-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.684,False,Sensor battery health remains nominal after firmware update.
+37790,2024-05-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.792,False,Air handler maintenance reduced humidity variance on finishing line.
+37791,2024-05-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.055,False,Machine throughput increase drove sustained pressure uplift.
+37792,2024-05-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.389,False,Telemetry quality flag downgraded during sensor self-test window.
+37793,2024-05-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.121,False,Pressure peak corresponds to oversized billet batch processing.
+37794,2024-05-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.095,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37795,2024-05-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.352,False,Air handler maintenance reduced humidity variance on finishing line.
+37796,2024-05-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.438,False,Unbalanced load introduced cyclical pressure ripple.
+37797,2024-05-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.094,False,Humidity excursion near finishing booth during coating run.
+37798,2024-05-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Edge collector replayed buffered events after network recovery.
+37799,2024-05-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.795,False,Temperature variance narrowed after coolant nozzle cleaning.
+37800,2024-05-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.366,False,Humidity climbed during dock-door open period in afternoon shift.
+37801,2024-05-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.385,False,Dust extraction fan offline for 18 minutes on line finishing.
+37802,2024-05-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.151,False,Edge collector replayed buffered events after network recovery.
+37803,2024-05-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.552,False,Sensor heartbeat delayed by one interval after gateway retry.
+37804,2024-05-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.365,False,Quality team requested trace review for lot 24-118B.
+37805,2024-05-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Packaging line stop reduced adjacent vibration background.
+37806,2024-05-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.75,False,Quality hold reduced finishing booth activity for one shift.
+37807,2024-05-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.65,False,Vibration harmonics broadened during extended production run.
+37808,2024-05-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Humidity climbed during dock-door open period in afternoon shift.
+37809,2024-05-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.053,False,Sensor enclosure opened for manual calibration verification.
+37810,2024-05-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.921,False,Sensor 3 drift suspected after cross-check with manual gauge.
+37811,2024-05-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.837,False,Humidity baseline improved after seal replacement.
+37812,2024-05-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.205,False,Humidity readings track seasonal rise across late spring.
+37813,2024-05-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.503,False,Telemetry quality flag downgraded during sensor self-test window.
+37814,2024-05-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.958,False,Sensor enclosure opened for manual calibration verification.
+37815,2024-05-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.055,False,Operator reset acknowledged after red-tag inspection.
+37816,2024-05-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.741,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37817,2024-05-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Thermal overshoot event coincided with recipe change on furnace.
+37818,2024-05-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.175,False,Machine throughput increase drove sustained pressure uplift.
+37819,2024-05-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Warning threshold updated for pilot predictive-maintenance model.
+37820,2024-05-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.743,False,Shift handoff note referenced unusual noise near press enclosure.
+37821,2024-05-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.376,False,Anomaly review flagged possible bearing wear progression.
+37822,2024-05-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.538,False,Air handler maintenance reduced humidity variance on finishing line.
+37823,2024-05-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.887,False,Hydraulic line pressure oscillation detected under load.
+37824,2024-05-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.71,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37825,2024-05-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.674,False,Temperature variance narrowed after coolant nozzle cleaning.
+37826,2024-05-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.519,False,Packaging line stop reduced adjacent vibration background.
+37827,2024-05-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.892,False,Sensor battery health remains nominal after firmware update.
+37828,2024-05-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.22,False,Edge collector replayed buffered events after network recovery.
+37829,2024-05-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Packaging line stop reduced adjacent vibration background.
+37830,2024-05-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.061,False,Unbalanced load introduced cyclical pressure ripple.
+37831,2024-05-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Hydraulic line pressure oscillation detected under load.
+37832,2024-05-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.405,False,Reliability engineer tagged sample window for model retraining.
+37833,2024-05-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Dust extraction fan offline for 18 minutes on line finishing.
+37834,2024-05-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37835,2024-05-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.028,False,Thermal overshoot event coincided with recipe change on furnace.
+37836,2024-05-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.613,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37837,2024-05-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.44,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37838,2024-05-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.28,False,Unbalanced load introduced cyclical pressure ripple.
+37839,2024-05-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.304,False,Supervisory alert generated after three consecutive threshold breaches.
+37840,2024-05-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.171,False,Packaging line stop reduced adjacent vibration background.
+37841,2024-05-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.537,False,Air handler maintenance reduced humidity variance on finishing line.
+37842,2024-05-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.575,False,Calibration check overdue by 11 days for press-line transducer.
+37843,2024-05-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.442,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37844,2024-05-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.619,False,Transient outlier matched forklift impact near cabinet wall.
+37845,2024-05-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.427,False,Bearing temperature rising faster than baseline on spindle cell.
+37846,2024-05-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.252,False,Unbalanced load introduced cyclical pressure ripple.
+37847,2024-05-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.05,False,Humidity baseline improved after seal replacement.
+37848,2024-05-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.423,False,Vibration baseline recovered after tool holder replacement.
+37849,2024-05-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.185,False,Dust extraction fan offline for 18 minutes on line finishing.
+37850,2024-05-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.931,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37851,2024-05-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37852,2024-05-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.546,False,Humidity excursion near finishing booth during coating run.
+37853,2024-05-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.558,False,Bearing temperature rising faster than baseline on spindle cell.
+37854,2024-05-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.964,False,SCADA backfill inserted two delayed telemetry points.
+37855,2024-05-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.233,False,Edge collector replayed buffered events after network recovery.
+37856,2024-05-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.272,False,Temperature variance narrowed after coolant nozzle cleaning.
+37857,2024-05-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.363,False,Warning threshold updated for pilot predictive-maintenance model.
+37858,2024-05-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.22,False,Operator reported intermittent chatter on machine CNC-04.
+37859,2024-05-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.388,False,Dust extraction fan offline for 18 minutes on line finishing.
+37860,2024-05-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.481,False,Humidity climbed during dock-door open period in afternoon shift.
+37861,2024-05-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37862,2024-05-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.315,False,Calibration check overdue by 11 days for press-line transducer.
+37863,2024-05-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.143,False,Pressure settled back to nominal after valve reseat.
+37864,2024-05-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Temporary gateway failover completed without data loss.
+37865,2024-05-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Telemetry quality flag downgraded during sensor self-test window.
+37866,2024-05-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.793,False,Vibration harmonics broadened during extended production run.
+37867,2024-05-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.814,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37868,2024-05-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.743,False,Maintenance scheduler deferred calibration due to spare shortage.
+37869,2024-05-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Maintenance crew confirmed lubrication interval was missed.
+37870,2024-05-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.466,False,Maintenance scheduler deferred calibration due to spare shortage.
+37871,2024-05-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.177,False,Compressed air fluctuation introduced pressure noise for two cycles.
+37872,2024-05-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.782,False,Machine throughput increase drove sustained pressure uplift.
+37873,2024-05-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Thermal overshoot event coincided with recipe change on furnace.
+37874,2024-05-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.328,False,Maintenance scheduler deferred calibration due to spare shortage.
+37875,2024-05-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,False,Condensation warning cleared after dehumidifier ramp-up.
+37876,2024-05-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.755,False,Vibration baseline recovered after tool holder replacement.
+37877,2024-05-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Humidity climbed during dock-door open period in afternoon shift.
+37878,2024-05-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.433,False,Quality hold reduced finishing booth activity for one shift.
+37879,2024-05-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.655,False,Sensor heartbeat delayed by one interval after gateway retry.
+37880,2024-05-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.493,False,Quality hold reduced finishing booth activity for one shift.
+37881,2024-05-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.531,False,Maintenance note logged for coupling imbalance inspection.
+37882,2024-05-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.212,False,Packaging line stop reduced adjacent vibration background.
+37883,2024-05-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.396,False,Calibration check overdue by 11 days for press-line transducer.
+37884,2024-05-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.043,False,Humidity excursion near finishing booth during coating run.
+37885,2024-05-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Temperature variance narrowed after coolant nozzle cleaning.
+37886,2024-05-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.787,False,Press cycle dwell time lengthened during high-volume batch.
+37887,2024-05-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.837,False,Dust extraction fan offline for 18 minutes on line finishing.
+37888,2024-05-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.015,False,Quality team requested trace review for lot 24-118B.
+37889,2024-05-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.105,False,Air handler maintenance reduced humidity variance on finishing line.
+37890,2024-05-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.033,False,Pressure line purge completed before restart authorization.
+37891,2024-05-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Hydraulic line pressure oscillation detected under load.
+37892,2024-05-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.542,False,Sensor heartbeat delayed by one interval after gateway retry.
+37893,2024-05-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Machine idle period extended during planned sanitation window.
+37894,2024-05-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.445,False,Sensor enclosure opened for manual calibration verification.
+37895,2024-05-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.507,False,Machine idle period extended during planned sanitation window.
+37896,2024-05-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.516,False,Coolant loop adjustment reduced chamber temperature spread.
+37897,2024-05-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.153,False,Press cycle dwell time lengthened during high-volume batch.
+37898,2024-05-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.765,False,Operator reported intermittent chatter on machine CNC-04.
+37899,2024-05-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.719,False,Warning threshold updated for pilot predictive-maintenance model.
+37900,2024-05-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.346,False,Temperature remained elevated during unscheduled overtime run.
+37901,2024-05-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Pressure line purge completed before restart authorization.
+37902,2024-05-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.051,False,Vibration harmonics broadened during extended production run.
+37903,2024-05-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Unbalanced load introduced cyclical pressure ripple.
+37904,2024-05-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.562,False,Telemetry quality flag downgraded during sensor self-test window.
+37905,2024-05-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.064,False,Humidity excursion near finishing booth during coating run.
+37906,2024-05-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.023,False,Reliability engineer tagged sample window for model retraining.
+37907,2024-05-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Telemetry quality flag downgraded during sensor self-test window.
+37908,2024-05-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.383,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+37909,2024-05-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.242,False,Machine throughput increase drove sustained pressure uplift.
+37910,2024-05-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.225,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37911,2024-05-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.522,False,Bearing temperature rising faster than baseline on spindle cell.
+37912,2024-05-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.448,False,Reliability engineer tagged sample window for model retraining.
+37913,2024-05-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.826,False,Warning threshold updated for pilot predictive-maintenance model.
+37914,2024-05-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.96,False,Anomaly review flagged possible bearing wear progression.
+37915,2024-05-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.243,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37916,2024-05-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.626,False,Coolant loop adjustment reduced chamber temperature spread.
+37917,2024-05-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.293,False,Quality hold reduced finishing booth activity for one shift.
+37918,2024-05-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.011,False,Pressure peak corresponds to oversized billet batch processing.
+37919,2024-05-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.943,False,Maintenance crew confirmed lubrication interval was missed.
+37920,2024-05-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.233,False,Quality hold reduced finishing booth activity for one shift.
+37921,2024-05-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Warning threshold updated for pilot predictive-maintenance model.
+37922,2024-05-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.655,False,Condensation warning cleared after dehumidifier ramp-up.
+37923,2024-05-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.924,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37924,2024-05-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.644,False,Vibration harmonics broadened during extended production run.
+37925,2024-05-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.138,False,Operator reported intermittent chatter on machine CNC-04.
+37926,2024-05-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.53,False,Humidity climbed during dock-door open period in afternoon shift.
+37927,2024-05-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Quality hold reduced finishing booth activity for one shift.
+37928,2024-05-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.846,False,Pressure settled back to nominal after valve reseat.
+37929,2024-05-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Operator reset acknowledged after red-tag inspection.
+37930,2024-05-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.495,False,Temporary gateway failover completed without data loss.
+37931,2024-05-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Shift handoff note referenced unusual noise near press enclosure.
+37932,2024-05-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.013,False,SCADA backfill inserted two delayed telemetry points.
+37933,2024-05-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Air handler maintenance reduced humidity variance on finishing line.
+37934,2024-05-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.803,False,Sensor signal clipping observed during startup surge.
+37935,2024-05-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Humidity excursion near finishing booth during coating run.
+37936,2024-05-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.658,False,Bearing temperature rising faster than baseline on spindle cell.
+37937,2024-05-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,Machine throughput increase drove sustained pressure uplift.
+37938,2024-05-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.765,False,Reliability engineer tagged sample window for model retraining.
+37939,2024-05-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.152,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+37940,2024-05-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.27,False,Thermal overshoot event coincided with recipe change on furnace.
+37941,2024-05-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.93,False,Vibration baseline recovered after tool holder replacement.
+37942,2024-05-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.181,False,Night shift startup produced higher than normal vibration floor.
+37943,2024-05-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.67,False,Humidity baseline improved after seal replacement.
+37944,2024-05-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.741,False,Heat-treat furnace door cycling increased localized temperature spikes.
+37945,2024-05-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.403,False,Telemetry quality flag downgraded during sensor self-test window.
+37946,2024-05-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.721,False,Sensor battery health remains nominal after firmware update.
+37947,2024-05-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.267,False,Air handler maintenance reduced humidity variance on finishing line.
+37948,2024-05-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.718,False,Short-lived packet loss observed at edge gateway gw-02.
+37949,2024-05-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Quality team requested trace review for lot 24-118B.
+37950,2024-05-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.437,False,Maintenance crew confirmed lubrication interval was missed.
+37951,2024-05-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.181,False,Warning threshold updated for pilot predictive-maintenance model.
+37952,2024-05-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.287,False,Ambient temperature stabilized after HVAC stage-two engagement.
+37953,2024-05-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.776,False,Calibration check overdue by 11 days for press-line transducer.
+37954,2024-05-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.612,False,SCADA backfill inserted two delayed telemetry points.
+37955,2024-05-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.05,False,Sensor battery health remains nominal after firmware update.
+37956,2024-05-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.238,False,Maintenance scheduler deferred calibration due to spare shortage.
+37957,2024-05-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.168,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37958,2024-05-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.398,False,Sensor heartbeat delayed by one interval after gateway retry.
+37959,2024-05-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.016,False,Dust extraction fan offline for 18 minutes on line finishing.
+37960,2024-05-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.895,False,Unbalanced load introduced cyclical pressure ripple.
+37961,2024-05-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.168,False,Vibration baseline recovered after tool holder replacement.
+37962,2024-05-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.061,False,Pressure settled back to nominal after valve reseat.
+37963,2024-05-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Calibration check overdue by 11 days for press-line transducer.
+37964,2024-05-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.808,False,Vibration baseline recovered after tool holder replacement.
+37965,2024-05-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Warning threshold updated for pilot predictive-maintenance model.
+37966,2024-05-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.012,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+37967,2024-05-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.254,False,Quality team requested trace review for lot 24-118B.
+37968,2024-05-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.251,False,Dust extraction fan offline for 18 minutes on line finishing.
+37969,2024-05-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Calibration check overdue by 11 days for press-line transducer.
+37970,2024-05-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.438,False,Air handler maintenance reduced humidity variance on finishing line.
+37971,2024-05-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.703,False,Condensation warning cleared after dehumidifier ramp-up.
+37972,2024-05-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.508,False,Air handler maintenance reduced humidity variance on finishing line.
+37973,2024-05-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.958,False,Shift handoff note referenced unusual noise near press enclosure.
+37974,2024-05-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.05,False,Temperature variance narrowed after coolant nozzle cleaning.
+37975,2024-05-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.504,False,Reliability engineer tagged sample window for model retraining.
+37976,2024-05-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.282,False,Packaging line stop reduced adjacent vibration background.
+37977,2024-05-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.947,False,Humidity baseline improved after seal replacement.
+37978,2024-05-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.004,False,Night shift startup produced higher than normal vibration floor.
+37979,2024-05-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.71,False,Supervisory alert generated after three consecutive threshold breaches.
+37980,2024-05-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.99,False,Calibration check overdue by 11 days for press-line transducer.
+37981,2024-05-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Operator reset acknowledged after red-tag inspection.
+37982,2024-05-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.303,False,Thermal overshoot event coincided with recipe change on furnace.
+37983,2024-05-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.365,False,Dust extraction fan offline for 18 minutes on line finishing.
+37984,2024-05-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.054,False,Shift handoff note referenced unusual noise near press enclosure.
+37985,2024-05-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.35,False,Anomaly review flagged possible bearing wear progression.
+37986,2024-05-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.025,False,Hydraulic line pressure oscillation detected under load.
+37987,2024-05-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.456,False,SCADA backfill inserted two delayed telemetry points.
+37988,2024-05-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.28,False,Temperature variance narrowed after coolant nozzle cleaning.
+37989,2024-05-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Condensation warning cleared after dehumidifier ramp-up.
+37990,2024-05-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.031,False,Vibration burst exceeds envelope during tool change cycle.
+37991,2024-05-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.286,False,Pressure settled back to nominal after valve reseat.
+37992,2024-05-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.924,False,Temperature remained elevated during unscheduled overtime run.
+37993,2024-05-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Condensation warning cleared after dehumidifier ramp-up.
+37994,2024-05-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.041,False,Operator reset acknowledged after red-tag inspection.
+37995,2024-05-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.545,False,SCADA backfill inserted two delayed telemetry points.
+37996,2024-05-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.936,False,Temperature variance narrowed after coolant nozzle cleaning.
+37997,2024-05-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.612,False,Sensor enclosure opened for manual calibration verification.
+37998,2024-05-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.333,False,Sensor heartbeat delayed by one interval after gateway retry.
+37999,2024-05-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Supervisory alert generated after three consecutive threshold breaches.
+38000,2024-05-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.254,False,Maintenance scheduler deferred calibration due to spare shortage.
+38001,2024-05-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.004,False,Edge collector replayed buffered events after network recovery.
+38002,2024-05-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,60.109,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38003,2024-05-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.396,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38004,2024-05-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.095,False,Humidity baseline improved after seal replacement.
+38005,2024-05-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.603,False,Edge collector replayed buffered events after network recovery.
+38006,2024-05-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.634,False,Telemetry quality flag downgraded during sensor self-test window.
+38007,2024-05-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.288,False,Temporary gateway failover completed without data loss.
+38008,2024-05-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.947,False,Temperature remained elevated during unscheduled overtime run.
+38009,2024-05-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Humidity baseline improved after seal replacement.
+38010,2024-05-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.154,False,Unbalanced load introduced cyclical pressure ripple.
+38011,2024-05-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.758,False,Maintenance scheduler deferred calibration due to spare shortage.
+38012,2024-05-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.989,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38013,2024-05-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.25,False,Quality hold reduced finishing booth activity for one shift.
+38014,2024-05-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.558,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38015,2024-05-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Quality team requested trace review for lot 24-118B.
+38016,2024-05-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.94,False,Air handler maintenance reduced humidity variance on finishing line.
+38017,2024-05-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.987,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38018,2024-05-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.513,False,Pressure settled back to nominal after valve reseat.
+38019,2024-05-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.742,False,Calibration check overdue by 11 days for press-line transducer.
+38020,2024-05-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.822,False,Sensor battery health remains nominal after firmware update.
+38021,2024-05-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Machine idle period extended during planned sanitation window.
+38022,2024-05-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.356,False,Temporary gateway failover completed without data loss.
+38023,2024-05-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.135,False,Vibration baseline recovered after tool holder replacement.
+38024,2024-05-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.375,False,Humidity climbed during dock-door open period in afternoon shift.
+38025,2024-05-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38026,2024-05-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.105,False,Temperature variance narrowed after coolant nozzle cleaning.
+38027,2024-05-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.3,False,Operator reset acknowledged after red-tag inspection.
+38028,2024-05-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.453,False,Packaging line stop reduced adjacent vibration background.
+38029,2024-05-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Bearing temperature rising faster than baseline on spindle cell.
+38030,2024-05-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.357,False,Air handler maintenance reduced humidity variance on finishing line.
+38031,2024-05-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.041,False,Sensor heartbeat delayed by one interval after gateway retry.
+38032,2024-05-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.448,False,Sensor signal clipping observed during startup surge.
+38033,2024-05-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Temporary gateway failover completed without data loss.
+38034,2024-05-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.293,False,Pressure line purge completed before restart authorization.
+38035,2024-05-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Pressure peak corresponds to oversized billet batch processing.
+38036,2024-05-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.92,False,Pressure line purge completed before restart authorization.
+38037,2024-05-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.161,False,Hydraulic line pressure oscillation detected under load.
+38038,2024-05-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.581,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38039,2024-05-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.5,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38040,2024-05-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.37,False,Thermal ramp exceeded expected warmup curve before shift start.
+38041,2024-05-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.06,False,Dust extraction fan offline for 18 minutes on line finishing.
+38042,2024-05-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.49,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38043,2024-05-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.063,False,Maintenance scheduler deferred calibration due to spare shortage.
+38044,2024-05-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.569,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38045,2024-05-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Temporary gateway failover completed without data loss.
+38046,2024-05-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.212,False,Calibration check overdue by 11 days for press-line transducer.
+38047,2024-05-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.542,False,Vibration harmonics broadened during extended production run.
+38048,2024-05-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.797,False,Air handler maintenance reduced humidity variance on finishing line.
+38049,2024-05-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Quality hold reduced finishing booth activity for one shift.
+38050,2024-05-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.617,False,Press cycle dwell time lengthened during high-volume batch.
+38051,2024-05-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.244,False,Vibration burst exceeds envelope during tool change cycle.
+38052,2024-05-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.52,False,Transient outlier matched forklift impact near cabinet wall.
+38053,2024-05-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Temperature variance narrowed after coolant nozzle cleaning.
+38054,2024-05-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.4,False,Quality hold reduced finishing booth activity for one shift.
+38055,2024-05-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.939,False,Vibration burst exceeds envelope during tool change cycle.
+38056,2024-05-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.004,False,Sensor battery health remains nominal after firmware update.
+38057,2024-05-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Shift handoff note referenced unusual noise near press enclosure.
+38058,2024-05-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.349,False,Short-lived packet loss observed at edge gateway gw-02.
+38059,2024-05-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.777,False,Machine throughput increase drove sustained pressure uplift.
+38060,2024-05-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.248,False,SCADA backfill inserted two delayed telemetry points.
+38061,2024-05-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Transient outlier matched forklift impact near cabinet wall.
+38062,2024-05-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.857,False,Operator reset acknowledged after red-tag inspection.
+38063,2024-05-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.412,False,Packaging line stop reduced adjacent vibration background.
+38064,2024-05-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.027,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38065,2024-05-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Coolant loop adjustment reduced chamber temperature spread.
+38066,2024-05-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.091,False,Sensor signal clipping observed during startup surge.
+38067,2024-05-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Thermal overshoot event coincided with recipe change on furnace.
+38068,2024-05-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.238,False,Operator reported intermittent chatter on machine CNC-04.
+38069,2024-05-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38070,2024-05-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38071,2024-05-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.647,False,Temporary gateway failover completed without data loss.
+38072,2024-05-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.55,False,Sensor battery health remains nominal after firmware update.
+38073,2024-05-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38074,2024-05-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.965,False,Maintenance crew confirmed lubrication interval was missed.
+38075,2024-05-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Calibration check overdue by 11 days for press-line transducer.
+38076,2024-05-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.998,False,Telemetry quality flag downgraded during sensor self-test window.
+38077,2024-05-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
+38078,2024-05-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.485,False,Pressure peak corresponds to oversized billet batch processing.
+38079,2024-05-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.511,False,Thermal ramp exceeded expected warmup curve before shift start.
+38080,2024-05-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.547,False,Quality hold reduced finishing booth activity for one shift.
+38081,2024-05-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Sensor enclosure opened for manual calibration verification.
+38082,2024-05-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.167,False,Telemetry quality flag downgraded during sensor self-test window.
+38083,2024-05-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Sensor heartbeat delayed by one interval after gateway retry.
+38084,2024-05-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.303,False,Temporary gateway failover completed without data loss.
+38085,2024-05-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.147,False,Sensor signal clipping observed during startup surge.
+38086,2024-05-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.492,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38087,2024-05-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,SCADA backfill inserted two delayed telemetry points.
+38088,2024-05-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.747,False,Temperature variance narrowed after coolant nozzle cleaning.
+38089,2024-05-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.141,False,Sensor enclosure opened for manual calibration verification.
+38090,2024-05-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Operator reported intermittent chatter on machine CNC-04.
+38091,2024-05-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Vibration harmonics broadened during extended production run.
+38092,2024-05-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38093,2024-05-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.609,False,Sensor heartbeat delayed by one interval after gateway retry.
+38094,2024-05-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.861,False,Dust extraction fan offline for 18 minutes on line finishing.
+38095,2024-05-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.314,False,Edge collector replayed buffered events after network recovery.
+38096,2024-05-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.99,False,Telemetry quality flag downgraded during sensor self-test window.
+38097,2024-05-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.94,False,Pressure settled back to nominal after valve reseat.
+38098,2024-05-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.029,False,Humidity excursion near finishing booth during coating run.
+38099,2024-05-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.151,False,Sensor signal clipping observed during startup surge.
+38100,2024-05-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.934,False,Humidity excursion near finishing booth during coating run.
+38101,2024-05-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.984,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38102,2024-05-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.604,False,Coolant loop adjustment reduced chamber temperature spread.
+38103,2024-05-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.069,False,Pressure settled back to nominal after valve reseat.
+38104,2024-05-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.942,False,Maintenance scheduler deferred calibration due to spare shortage.
+38105,2024-05-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38106,2024-05-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.592,False,Hydraulic line pressure oscillation detected under load.
+38107,2024-05-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.14,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38108,2024-05-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.279,False,Bearing temperature rising faster than baseline on spindle cell.
+38109,2024-05-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Press cycle dwell time lengthened during high-volume batch.
+38110,2024-05-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.515,False,Vibration burst exceeds envelope during tool change cycle.
+38111,2024-05-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.578,False,Packaging line stop reduced adjacent vibration background.
+38112,2024-05-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.613,False,Humidity climbed during dock-door open period in afternoon shift.
+38113,2024-05-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Packaging line stop reduced adjacent vibration background.
+38114,2024-05-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38115,2024-05-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.502,False,Humidity climbed during dock-door open period in afternoon shift.
+38116,2024-05-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.129,False,Pressure peak corresponds to oversized billet batch processing.
+38117,2024-05-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38118,2024-05-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.639,False,Packaging line stop reduced adjacent vibration background.
+38119,2024-05-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.589,False,Operator reset acknowledged after red-tag inspection.
+38120,2024-05-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.19,False,Calibration check overdue by 11 days for press-line transducer.
+38121,2024-05-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.607,False,Hydraulic line pressure oscillation detected under load.
+38122,2024-05-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.428,False,Operator reported intermittent chatter on machine CNC-04.
+38123,2024-05-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.265,False,Pressure settled back to nominal after valve reseat.
+38124,2024-05-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.721,False,Thermal overshoot event coincided with recipe change on furnace.
+38125,2024-05-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Telemetry quality flag downgraded during sensor self-test window.
+38126,2024-05-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.567,False,Quality team requested trace review for lot 24-118B.
+38127,2024-05-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.177,False,Edge collector replayed buffered events after network recovery.
+38128,2024-05-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.81,False,Edge collector replayed buffered events after network recovery.
+38129,2024-05-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Sensor battery health remains nominal after firmware update.
+38130,2024-05-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.461,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38131,2024-05-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.828,False,Hydraulic line pressure oscillation detected under load.
+38132,2024-05-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.442,False,Transient outlier matched forklift impact near cabinet wall.
+38133,2024-05-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38134,2024-05-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.808,False,Maintenance note logged for coupling imbalance inspection.
+38135,2024-05-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.635,False,Maintenance crew confirmed lubrication interval was missed.
+38136,2024-05-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.914,False,Maintenance scheduler deferred calibration due to spare shortage.
+38137,2024-05-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Vibration burst exceeds envelope during tool change cycle.
+38138,2024-05-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,58.883,False,Maintenance scheduler deferred calibration due to spare shortage.
+38139,2024-05-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.665,False,Transient outlier matched forklift impact near cabinet wall.
+38140,2024-05-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.714,False,Bearing temperature rising faster than baseline on spindle cell.
+38141,2024-05-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.871,False,Calibration check overdue by 11 days for press-line transducer.
+38142,2024-05-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.097,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38143,2024-05-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.22,False,Machine idle period extended during planned sanitation window.
+38144,2024-05-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.387,False,Maintenance scheduler deferred calibration due to spare shortage.
+38145,2024-05-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.22,False,Vibration burst exceeds envelope during tool change cycle.
+38146,2024-05-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.806,False,Quality hold reduced finishing booth activity for one shift.
+38147,2024-05-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.708,False,Pressure settled back to nominal after valve reseat.
+38148,2024-05-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.575,False,Coolant loop adjustment reduced chamber temperature spread.
+38149,2024-05-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Vibration harmonics broadened during extended production run.
+38150,2024-05-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.883,False,Air handler maintenance reduced humidity variance on finishing line.
+38151,2024-05-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.397,False,Humidity baseline improved after seal replacement.
+38152,2024-05-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.994,False,Night shift startup produced higher than normal vibration floor.
+38153,2024-05-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Thermal overshoot event coincided with recipe change on furnace.
+38154,2024-05-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.733,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38155,2024-05-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.141,False,Operator reset acknowledged after red-tag inspection.
+38156,2024-05-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.194,False,Night shift startup produced higher than normal vibration floor.
+38157,2024-05-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.335,False,Sensor enclosure opened for manual calibration verification.
+38158,2024-05-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.576,False,Machine throughput increase drove sustained pressure uplift.
+38159,2024-05-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.929,False,Reliability engineer tagged sample window for model retraining.
+38160,2024-05-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.559,False,Edge collector replayed buffered events after network recovery.
+38161,2024-05-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Machine idle period extended during planned sanitation window.
+38162,2024-05-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.799,False,Pressure line purge completed before restart authorization.
+38163,2024-05-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.357,False,Press cycle dwell time lengthened during high-volume batch.
+38164,2024-05-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.155,False,Night shift startup produced higher than normal vibration floor.
+38165,2024-05-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38166,2024-05-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.793,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38167,2024-05-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.9,False,Hydraulic line pressure oscillation detected under load.
+38168,2024-05-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.253,False,Humidity baseline improved after seal replacement.
+38169,2024-05-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Vibration harmonics broadened during extended production run.
+38170,2024-05-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.13,False,Warning threshold updated for pilot predictive-maintenance model.
+38171,2024-05-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.77,False,Thermal ramp exceeded expected warmup curve before shift start.
+38172,2024-05-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.783,False,Maintenance crew confirmed lubrication interval was missed.
+38173,2024-05-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Machine throughput increase drove sustained pressure uplift.
+38174,2024-05-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.672,False,Quality team requested trace review for lot 24-118B.
+38175,2024-05-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Maintenance scheduler deferred calibration due to spare shortage.
+38176,2024-05-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.925,False,Maintenance crew confirmed lubrication interval was missed.
+38177,2024-05-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.126,False,Quality hold reduced finishing booth activity for one shift.
+38178,2024-05-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.865,False,Packaging line stop reduced adjacent vibration background.
+38179,2024-05-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Sensor battery health remains nominal after firmware update.
+38180,2024-05-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.909,False,Quality team requested trace review for lot 24-118B.
+38181,2024-05-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.601,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38182,2024-05-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.484,False,Maintenance note logged for coupling imbalance inspection.
+38183,2024-05-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.156,False,Operator reported intermittent chatter on machine CNC-04.
+38184,2024-05-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.582,False,Thermal overshoot event coincided with recipe change on furnace.
+38185,2024-05-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.049,False,Machine idle period extended during planned sanitation window.
+38186,2024-05-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.6,False,Humidity readings track seasonal rise across late spring.
+38187,2024-05-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.115,False,Humidity climbed during dock-door open period in afternoon shift.
+38188,2024-05-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.312,False,Sensor heartbeat delayed by one interval after gateway retry.
+38189,2024-05-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.343,False,Packaging line stop reduced adjacent vibration background.
+38190,2024-05-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.96,False,Vibration burst exceeds envelope during tool change cycle.
+38191,2024-05-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.223,False,Unbalanced load introduced cyclical pressure ripple.
+38192,2024-05-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.709,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38193,2024-05-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance note logged for coupling imbalance inspection.
+38194,2024-05-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.734,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38195,2024-05-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.316,False,Pressure peak corresponds to oversized billet batch processing.
+38196,2024-05-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.324,False,Humidity baseline improved after seal replacement.
+38197,2024-05-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.014,False,Sensor enclosure opened for manual calibration verification.
+38198,2024-05-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.272,False,Short-lived packet loss observed at edge gateway gw-02.
+38199,2024-05-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.184,False,Temperature remained elevated during unscheduled overtime run.
+38200,2024-05-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.592,False,Supervisory alert generated after three consecutive threshold breaches.
+38201,2024-05-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.72,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38202,2024-05-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.72,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38203,2024-05-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.555,False,Condensation warning cleared after dehumidifier ramp-up.
+38204,2024-05-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.457,False,Telemetry quality flag downgraded during sensor self-test window.
+38205,2024-05-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.809,False,Calibration check overdue by 11 days for press-line transducer.
+38206,2024-05-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.27,False,Anomaly review flagged possible bearing wear progression.
+38207,2024-05-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Condensation warning cleared after dehumidifier ramp-up.
+38208,2024-05-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.661,False,Packaging line stop reduced adjacent vibration background.
+38209,2024-05-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.542,False,Short-lived packet loss observed at edge gateway gw-02.
+38210,2024-05-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.389,False,Vibration burst exceeds envelope during tool change cycle.
+38211,2024-05-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.492,False,Maintenance crew confirmed lubrication interval was missed.
+38212,2024-05-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.975,False,Pressure line purge completed before restart authorization.
+38213,2024-05-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.11,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38214,2024-05-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.233,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38215,2024-05-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.939,False,Operator reported intermittent chatter on machine CNC-04.
+38216,2024-05-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.273,False,SCADA backfill inserted two delayed telemetry points.
+38217,2024-05-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Thermal ramp exceeded expected warmup curve before shift start.
+38218,2024-05-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.793,False,Sensor heartbeat delayed by one interval after gateway retry.
+38219,2024-05-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.913,False,Sensor signal clipping observed during startup surge.
+38220,2024-05-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.579,False,Maintenance crew confirmed lubrication interval was missed.
+38221,2024-05-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.055,False,Calibration check overdue by 11 days for press-line transducer.
+38222,2024-05-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.81,False,Machine idle period extended during planned sanitation window.
+38223,2024-05-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.095,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38224,2024-05-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.62,False,Shift handoff note referenced unusual noise near press enclosure.
+38225,2024-05-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.231,False,Short-lived packet loss observed at edge gateway gw-02.
+38226,2024-05-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.934,False,Operator reported intermittent chatter on machine CNC-04.
+38227,2024-05-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.079,False,Pressure peak corresponds to oversized billet batch processing.
+38228,2024-05-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.67,False,Thermal ramp exceeded expected warmup curve before shift start.
+38229,2024-05-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.492,False,Shift handoff note referenced unusual noise near press enclosure.
+38230,2024-05-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.672,False,Temporary gateway failover completed without data loss.
+38231,2024-05-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.485,False,Maintenance note logged for coupling imbalance inspection.
+38232,2024-05-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Vibration baseline recovered after tool holder replacement.
+38233,2024-05-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.001,False,Pressure settled back to nominal after valve reseat.
+38234,2024-05-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.955,False,Humidity baseline improved after seal replacement.
+38235,2024-05-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.86,False,Pressure settled back to nominal after valve reseat.
+38236,2024-05-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.547,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38237,2024-05-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.906,False,Coolant loop adjustment reduced chamber temperature spread.
+38238,2024-05-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.112,False,Condensation warning cleared after dehumidifier ramp-up.
+38239,2024-05-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Humidity readings track seasonal rise across late spring.
+38240,2024-05-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.349,False,Humidity climbed during dock-door open period in afternoon shift.
+38241,2024-05-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.997,False,Temperature remained elevated during unscheduled overtime run.
+38242,2024-05-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.991,False,Maintenance scheduler deferred calibration due to spare shortage.
+38243,2024-05-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.532,False,Night shift startup produced higher than normal vibration floor.
+38244,2024-05-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.829,False,Humidity climbed during dock-door open period in afternoon shift.
+38245,2024-05-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Telemetry quality flag downgraded during sensor self-test window.
+38246,2024-05-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.232,False,Night shift startup produced higher than normal vibration floor.
+38247,2024-05-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.481,False,Packaging line stop reduced adjacent vibration background.
+38248,2024-05-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.819,False,Vibration baseline recovered after tool holder replacement.
+38249,2024-05-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Coolant loop adjustment reduced chamber temperature spread.
+38250,2024-05-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.759,False,Dust extraction fan offline for 18 minutes on line finishing.
+38251,2024-05-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Hydraulic line pressure oscillation detected under load.
+38252,2024-05-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.072,False,Vibration baseline recovered after tool holder replacement.
+38253,2024-05-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.855,False,Vibration harmonics broadened during extended production run.
+38254,2024-05-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Humidity climbed during dock-door open period in afternoon shift.
+38255,2024-05-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.096,False,Night shift startup produced higher than normal vibration floor.
+38256,2024-05-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.314,False,Condensation warning cleared after dehumidifier ramp-up.
+38257,2024-05-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.504,False,Sensor heartbeat delayed by one interval after gateway retry.
+38258,2024-05-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.03,False,Sensor enclosure opened for manual calibration verification.
+38259,2024-05-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.654,False,Operator reset acknowledged after red-tag inspection.
+38260,2024-05-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.674,False,Press cycle dwell time lengthened during high-volume batch.
+38261,2024-05-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.065,False,Machine idle period extended during planned sanitation window.
+38262,2024-05-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.479,False,Shift handoff note referenced unusual noise near press enclosure.
+38263,2024-05-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.068,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38264,2024-05-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.809,False,Hydraulic line pressure oscillation detected under load.
+38265,2024-05-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Humidity baseline improved after seal replacement.
+38266,2024-05-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.698,False,Operator reset acknowledged after red-tag inspection.
+38267,2024-05-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.463,False,SCADA backfill inserted two delayed telemetry points.
+38268,2024-05-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.352,False,Condensation warning cleared after dehumidifier ramp-up.
+38269,2024-05-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.16,False,Transient outlier matched forklift impact near cabinet wall.
+38270,2024-05-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.012,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38271,2024-05-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Press cycle dwell time lengthened during high-volume batch.
+38272,2024-05-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.977,False,Pressure line purge completed before restart authorization.
+38273,2024-05-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Temporary gateway failover completed without data loss.
+38274,2024-05-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.578,False,Maintenance scheduler deferred calibration due to spare shortage.
+38275,2024-05-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.209,False,Temporary gateway failover completed without data loss.
+38276,2024-05-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.128,False,Humidity excursion near finishing booth during coating run.
+38277,2024-05-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Temporary gateway failover completed without data loss.
+38278,2024-05-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38279,2024-05-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.28,False,Vibration burst exceeds envelope during tool change cycle.
+38280,2024-05-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.329,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38281,2024-05-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Calibration check overdue by 11 days for press-line transducer.
+38282,2024-05-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.626,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38283,2024-05-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.296,False,Operator reset acknowledged after red-tag inspection.
+38284,2024-05-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.16,False,Temperature variance narrowed after coolant nozzle cleaning.
+38285,2024-05-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.311,False,Maintenance note logged for coupling imbalance inspection.
+38286,2024-05-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.179,False,Sensor signal clipping observed during startup surge.
+38287,2024-05-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.729,False,Condensation warning cleared after dehumidifier ramp-up.
+38288,2024-05-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.475,False,Maintenance crew confirmed lubrication interval was missed.
+38289,2024-05-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Humidity readings track seasonal rise across late spring.
+38290,2024-05-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.02,False,Maintenance scheduler deferred calibration due to spare shortage.
+38291,2024-05-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.994,False,Maintenance note logged for coupling imbalance inspection.
+38292,2024-05-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.61,False,Humidity climbed during dock-door open period in afternoon shift.
+38293,2024-05-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Vibration baseline recovered after tool holder replacement.
+38294,2024-05-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.929,False,Thermal ramp exceeded expected warmup curve before shift start.
+38295,2024-05-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.933,False,Calibration check overdue by 11 days for press-line transducer.
+38296,2024-05-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.898,False,Condensation warning cleared after dehumidifier ramp-up.
+38297,2024-05-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.302,False,Vibration harmonics broadened during extended production run.
+38298,2024-05-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.242,False,Quality team requested trace review for lot 24-118B.
+38299,2024-05-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.375,False,Humidity readings track seasonal rise across late spring.
+38300,2024-05-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.979,False,Night shift startup produced higher than normal vibration floor.
+38301,2024-05-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.637,False,Short-lived packet loss observed at edge gateway gw-02.
+38302,2024-05-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.482,False,Thermal ramp exceeded expected warmup curve before shift start.
+38303,2024-05-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.549,False,Transient outlier matched forklift impact near cabinet wall.
+38304,2024-05-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.265,False,Temporary gateway failover completed without data loss.
+38305,2024-05-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Vibration harmonics broadened during extended production run.
+38306,2024-05-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.227,False,Night shift startup produced higher than normal vibration floor.
+38307,2024-05-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.131,False,Humidity climbed during dock-door open period in afternoon shift.
+38308,2024-05-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38309,2024-05-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38310,2024-05-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.029,False,Warning threshold updated for pilot predictive-maintenance model.
+38311,2024-05-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.747,False,Pressure line purge completed before restart authorization.
+38312,2024-05-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.798,False,Temperature remained elevated during unscheduled overtime run.
+38313,2024-05-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Supervisory alert generated after three consecutive threshold breaches.
+38314,2024-05-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.267,False,Machine idle period extended during planned sanitation window.
+38315,2024-05-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.658,False,Transient outlier matched forklift impact near cabinet wall.
+38316,2024-05-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Supervisory alert generated after three consecutive threshold breaches.
+38317,2024-05-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Thermal overshoot event coincided with recipe change on furnace.
+38318,2024-05-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.273,False,Pressure line purge completed before restart authorization.
+38319,2024-05-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.442,False,Maintenance note logged for coupling imbalance inspection.
+38320,2024-05-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.116,False,Maintenance scheduler deferred calibration due to spare shortage.
+38321,2024-05-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Edge collector replayed buffered events after network recovery.
+38322,2024-05-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.396,False,SCADA backfill inserted two delayed telemetry points.
+38323,2024-05-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Transient outlier matched forklift impact near cabinet wall.
+38324,2024-05-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.303,False,Packaging line stop reduced adjacent vibration background.
+38325,2024-05-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.067,False,Thermal overshoot event coincided with recipe change on furnace.
+38326,2024-05-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.126,False,Temperature remained elevated during unscheduled overtime run.
+38327,2024-05-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.581,False,Pressure settled back to nominal after valve reseat.
+38328,2024-05-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.925,False,Maintenance crew confirmed lubrication interval was missed.
+38329,2024-05-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.103,False,Sensor heartbeat delayed by one interval after gateway retry.
+38330,2024-05-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.913,False,Reliability engineer tagged sample window for model retraining.
+38331,2024-05-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.613,False,Maintenance scheduler deferred calibration due to spare shortage.
+38332,2024-05-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.808,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38333,2024-05-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.134,False,Night shift startup produced higher than normal vibration floor.
+38334,2024-05-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.709,False,Vibration harmonics broadened during extended production run.
+38335,2024-05-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.142,False,Maintenance crew confirmed lubrication interval was missed.
+38336,2024-05-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.767,False,Thermal overshoot event coincided with recipe change on furnace.
+38337,2024-05-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Sensor enclosure opened for manual calibration verification.
+38338,2024-05-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.047,False,Thermal overshoot event coincided with recipe change on furnace.
+38339,2024-05-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.271,False,SCADA backfill inserted two delayed telemetry points.
+38340,2024-05-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.616,False,Packaging line stop reduced adjacent vibration background.
+38341,2024-05-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.41,False,Sensor battery health remains nominal after firmware update.
+38342,2024-05-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.067,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38343,2024-05-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,Short-lived packet loss observed at edge gateway gw-02.
+38344,2024-05-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.702,False,Unbalanced load introduced cyclical pressure ripple.
+38345,2024-05-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38346,2024-05-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.888,False,Telemetry quality flag downgraded during sensor self-test window.
+38347,2024-05-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.778,False,Packaging line stop reduced adjacent vibration background.
+38348,2024-05-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.207,False,Humidity baseline improved after seal replacement.
+38349,2024-05-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Reliability engineer tagged sample window for model retraining.
+38350,2024-05-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.047,False,Warning threshold updated for pilot predictive-maintenance model.
+38351,2024-05-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Humidity climbed during dock-door open period in afternoon shift.
+38352,2024-05-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.871,False,Maintenance scheduler deferred calibration due to spare shortage.
+38353,2024-05-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Warning threshold updated for pilot predictive-maintenance model.
+38354,2024-05-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.591,False,Short-lived packet loss observed at edge gateway gw-02.
+38355,2024-05-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.3,False,Quality hold reduced finishing booth activity for one shift.
+38356,2024-05-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.173,False,Pressure settled back to nominal after valve reseat.
+38357,2024-05-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.936,False,Sensor battery health remains nominal after firmware update.
+38358,2024-05-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,56.525,False,Calibration check overdue by 11 days for press-line transducer.
+38359,2024-05-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.433,False,Humidity readings track seasonal rise across late spring.
+38360,2024-05-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.305,False,Calibration check overdue by 11 days for press-line transducer.
+38361,2024-05-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Maintenance crew confirmed lubrication interval was missed.
+38362,2024-05-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.704,False,Vibration harmonics broadened during extended production run.
+38363,2024-05-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.286,False,SCADA backfill inserted two delayed telemetry points.
+38364,2024-05-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.353,False,Night shift startup produced higher than normal vibration floor.
+38365,2024-05-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Humidity baseline improved after seal replacement.
+38366,2024-05-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.132,False,Coolant loop adjustment reduced chamber temperature spread.
+38367,2024-05-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.805,False,Vibration harmonics broadened during extended production run.
+38368,2024-05-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.279,False,Operator reset acknowledged after red-tag inspection.
+38369,2024-05-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Sensor heartbeat delayed by one interval after gateway retry.
+38370,2024-05-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.351,False,Machine idle period extended during planned sanitation window.
+38371,2024-05-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.812,False,Unbalanced load introduced cyclical pressure ripple.
+38372,2024-05-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.364,False,Packaging line stop reduced adjacent vibration background.
+38373,2024-05-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.356,False,Bearing temperature rising faster than baseline on spindle cell.
+38374,2024-05-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.405,False,Sensor battery health remains nominal after firmware update.
+38375,2024-05-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Short-lived packet loss observed at edge gateway gw-02.
+38376,2024-05-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.725,False,Coolant loop adjustment reduced chamber temperature spread.
+38377,2024-05-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Machine throughput increase drove sustained pressure uplift.
+38378,2024-05-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.238,False,Vibration baseline recovered after tool holder replacement.
+38379,2024-05-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.718,False,Warning threshold updated for pilot predictive-maintenance model.
+38380,2024-05-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.696,False,Vibration baseline recovered after tool holder replacement.
+38381,2024-05-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Packaging line stop reduced adjacent vibration background.
+38382,2024-05-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.487,False,Transient outlier matched forklift impact near cabinet wall.
+38383,2024-05-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.665,False,Humidity readings track seasonal rise across late spring.
+38384,2024-05-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.977,False,Humidity climbed during dock-door open period in afternoon shift.
+38385,2024-05-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Sensor enclosure opened for manual calibration verification.
+38386,2024-05-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38387,2024-05-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Bearing temperature rising faster than baseline on spindle cell.
+38388,2024-05-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.894,False,Humidity baseline improved after seal replacement.
+38389,2024-05-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Temporary gateway failover completed without data loss.
+38390,2024-05-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.412,False,Quality hold reduced finishing booth activity for one shift.
+38391,2024-05-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Pressure peak corresponds to oversized billet batch processing.
+38392,2024-05-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.347,False,Transient outlier matched forklift impact near cabinet wall.
+38393,2024-05-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Vibration harmonics broadened during extended production run.
+38394,2024-05-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.644,False,Vibration baseline recovered after tool holder replacement.
+38395,2024-05-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.515,False,Supervisory alert generated after three consecutive threshold breaches.
+38396,2024-05-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.547,False,Vibration baseline recovered after tool holder replacement.
+38397,2024-05-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.798,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38398,2024-05-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.222,False,Temperature remained elevated during unscheduled overtime run.
+38399,2024-05-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Vibration harmonics broadened during extended production run.
+38400,2024-05-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.614,False,SCADA backfill inserted two delayed telemetry points.
+38401,2024-05-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Quality hold reduced finishing booth activity for one shift.
+38402,2024-05-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.733,False,Machine throughput increase drove sustained pressure uplift.
+38403,2024-05-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.746,False,Machine throughput increase drove sustained pressure uplift.
+38404,2024-05-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.822,False,Thermal ramp exceeded expected warmup curve before shift start.
+38405,2024-05-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,Pressure peak corresponds to oversized billet batch processing.
+38406,2024-05-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.529,False,Pressure line purge completed before restart authorization.
+38407,2024-05-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38408,2024-05-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.318,False,SCADA backfill inserted two delayed telemetry points.
+38409,2024-05-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.428,False,Temporary gateway failover completed without data loss.
+38410,2024-05-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.328,False,Supervisory alert generated after three consecutive threshold breaches.
+38411,2024-05-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Vibration harmonics broadened during extended production run.
+38412,2024-05-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38413,2024-05-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.418,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38414,2024-05-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.125,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38415,2024-05-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.234,False,Bearing temperature rising faster than baseline on spindle cell.
+38416,2024-05-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.787,False,Hydraulic line pressure oscillation detected under load.
+38417,2024-05-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38418,2024-05-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.934,False,Shift handoff note referenced unusual noise near press enclosure.
+38419,2024-05-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.853,False,Bearing temperature rising faster than baseline on spindle cell.
+38420,2024-05-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.727,False,Transient outlier matched forklift impact near cabinet wall.
+38421,2024-05-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.42,False,Humidity readings track seasonal rise across late spring.
+38422,2024-05-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.523,False,Short-lived packet loss observed at edge gateway gw-02.
+38423,2024-05-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.9,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38424,2024-05-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.488,False,Thermal overshoot event coincided with recipe change on furnace.
+38425,2024-05-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Operator reset acknowledged after red-tag inspection.
+38426,2024-05-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.64,False,Packaging line stop reduced adjacent vibration background.
+38427,2024-05-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.268,False,Machine throughput increase drove sustained pressure uplift.
+38428,2024-05-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.539,False,Packaging line stop reduced adjacent vibration background.
+38429,2024-05-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Humidity climbed during dock-door open period in afternoon shift.
+38430,2024-05-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.876,False,Sensor signal clipping observed during startup surge.
+38431,2024-05-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.802,False,Vibration baseline recovered after tool holder replacement.
+38432,2024-05-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,29.42,False,Machine throughput increase drove sustained pressure uplift.
+38433,2024-05-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Press cycle dwell time lengthened during high-volume batch.
+38434,2024-05-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.912,False,Vibration harmonics broadened during extended production run.
+38435,2024-05-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.529,False,Pressure peak corresponds to oversized billet batch processing.
+38436,2024-05-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.582,False,Pressure peak corresponds to oversized billet batch processing.
+38437,2024-05-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Machine idle period extended during planned sanitation window.
+38438,2024-05-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.412,False,Thermal overshoot event coincided with recipe change on furnace.
+38439,2024-05-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.597,False,Humidity readings track seasonal rise across late spring.
+38440,2024-05-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.108,False,Coolant loop adjustment reduced chamber temperature spread.
+38441,2024-05-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.425,False,Vibration burst exceeds envelope during tool change cycle.
+38442,2024-05-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.638,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38443,2024-05-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.356,False,Edge collector replayed buffered events after network recovery.
+38444,2024-05-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.125,False,Condensation warning cleared after dehumidifier ramp-up.
+38445,2024-05-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Quality hold reduced finishing booth activity for one shift.
+38446,2024-05-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.061,False,Machine idle period extended during planned sanitation window.
+38447,2024-05-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Bearing temperature rising faster than baseline on spindle cell.
+38448,2024-05-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.517,False,Sensor heartbeat delayed by one interval after gateway retry.
+38449,2024-05-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.1,False,Reliability engineer tagged sample window for model retraining.
+38450,2024-05-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.506,False,SCADA backfill inserted two delayed telemetry points.
+38451,2024-05-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.926,False,Humidity baseline improved after seal replacement.
+38452,2024-05-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.044,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38453,2024-05-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Pressure peak corresponds to oversized billet batch processing.
+38454,2024-05-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.458,False,Maintenance crew confirmed lubrication interval was missed.
+38455,2024-05-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.886,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38456,2024-05-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.484,False,Pressure peak corresponds to oversized billet batch processing.
+38457,2024-05-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Pressure settled back to nominal after valve reseat.
+38458,2024-05-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.834,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38459,2024-05-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38460,2024-05-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.838,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38461,2024-05-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Warning threshold updated for pilot predictive-maintenance model.
+38462,2024-05-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.656,False,SCADA backfill inserted two delayed telemetry points.
+38463,2024-05-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.422,False,Short-lived packet loss observed at edge gateway gw-02.
+38464,2024-05-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.289,False,Humidity baseline improved after seal replacement.
+38465,2024-05-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.377,False,Sensor battery health remains nominal after firmware update.
+38466,2024-05-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.298,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38467,2024-05-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Pressure settled back to nominal after valve reseat.
+38468,2024-05-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.114,False,Sensor heartbeat delayed by one interval after gateway retry.
+38469,2024-05-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.08,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38470,2024-05-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.136,False,Calibration check overdue by 11 days for press-line transducer.
+38471,2024-05-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.326,False,Unbalanced load introduced cyclical pressure ripple.
+38472,2024-05-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.212,False,Sensor battery health remains nominal after firmware update.
+38473,2024-05-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Reliability engineer tagged sample window for model retraining.
+38474,2024-05-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.496,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38475,2024-05-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.504,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38476,2024-05-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.272,False,Vibration burst exceeds envelope during tool change cycle.
+38477,2024-05-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.534,False,Maintenance crew confirmed lubrication interval was missed.
+38478,2024-05-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.956,False,Quality hold reduced finishing booth activity for one shift.
+38479,2024-05-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.934,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38480,2024-05-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,54.803,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38481,2024-05-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38482,2024-05-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.562,False,Sensor enclosure opened for manual calibration verification.
+38483,2024-05-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38484,2024-05-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.814,False,Transient outlier matched forklift impact near cabinet wall.
+38485,2024-05-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Quality hold reduced finishing booth activity for one shift.
+38486,2024-05-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.245,False,Humidity baseline improved after seal replacement.
+38487,2024-05-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.577,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38488,2024-05-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.476,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38489,2024-05-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.172,False,Humidity baseline improved after seal replacement.
+38490,2024-05-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.701,False,Operator reset acknowledged after red-tag inspection.
+38491,2024-05-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.559,False,Thermal overshoot event coincided with recipe change on furnace.
+38492,2024-05-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.937,False,Machine idle period extended during planned sanitation window.
+38493,2024-05-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.646,False,Maintenance note logged for coupling imbalance inspection.
+38494,2024-05-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.588,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38495,2024-05-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.469,False,Coolant loop adjustment reduced chamber temperature spread.
+38496,2024-05-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.029,False,Vibration burst exceeds envelope during tool change cycle.
+38497,2024-05-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38498,2024-05-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.675,False,Temporary gateway failover completed without data loss.
+38499,2024-05-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.362,False,Humidity climbed during dock-door open period in afternoon shift.
+38500,2024-05-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.941,False,Maintenance crew confirmed lubrication interval was missed.
+38501,2024-05-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.641,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38502,2024-05-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.691,False,Reliability engineer tagged sample window for model retraining.
+38503,2024-05-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Quality hold reduced finishing booth activity for one shift.
+38504,2024-05-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.489,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38505,2024-05-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.003,False,Pressure line purge completed before restart authorization.
+38506,2024-05-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.06,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38507,2024-05-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Night shift startup produced higher than normal vibration floor.
+38508,2024-05-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.147,False,Sensor enclosure opened for manual calibration verification.
+38509,2024-05-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Transient outlier matched forklift impact near cabinet wall.
+38510,2024-05-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.389,False,Sensor enclosure opened for manual calibration verification.
+38511,2024-05-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.559,False,Maintenance note logged for coupling imbalance inspection.
+38512,2024-05-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.254,False,Edge collector replayed buffered events after network recovery.
+38513,2024-05-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.85,False,Edge collector replayed buffered events after network recovery.
+38514,2024-05-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.776,False,Machine throughput increase drove sustained pressure uplift.
+38515,2024-05-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.045,False,Humidity baseline improved after seal replacement.
+38516,2024-05-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.694,False,Air handler maintenance reduced humidity variance on finishing line.
+38517,2024-05-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.218,False,Temperature remained elevated during unscheduled overtime run.
+38518,2024-05-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.978,False,Hydraulic line pressure oscillation detected under load.
+38519,2024-05-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.936,False,Hydraulic line pressure oscillation detected under load.
+38520,2024-05-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.921,False,Night shift startup produced higher than normal vibration floor.
+38521,2024-05-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Quality team requested trace review for lot 24-118B.
+38522,2024-05-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.096,False,Temperature variance narrowed after coolant nozzle cleaning.
+38523,2024-05-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.037,False,Condensation warning cleared after dehumidifier ramp-up.
+38524,2024-05-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.301,False,Air handler maintenance reduced humidity variance on finishing line.
+38525,2024-05-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Sensor signal clipping observed during startup surge.
+38526,2024-05-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.861,False,Bearing temperature rising faster than baseline on spindle cell.
+38527,2024-05-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.701,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38528,2024-05-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Coolant loop adjustment reduced chamber temperature spread.
+38529,2024-05-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Pressure line purge completed before restart authorization.
+38530,2024-05-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.602,False,Temperature remained elevated during unscheduled overtime run.
+38531,2024-05-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.93,False,Temperature variance narrowed after coolant nozzle cleaning.
+38532,2024-05-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.017,False,Temperature variance narrowed after coolant nozzle cleaning.
+38533,2024-05-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38534,2024-05-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.298,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38535,2024-05-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Sensor battery health remains nominal after firmware update.
+38536,2024-05-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.46,False,Warning threshold updated for pilot predictive-maintenance model.
+38537,2024-05-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.362,False,Hydraulic line pressure oscillation detected under load.
+38538,2024-05-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.331,False,Bearing temperature rising faster than baseline on spindle cell.
+38539,2024-05-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.148,False,Sensor battery health remains nominal after firmware update.
+38540,2024-05-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.691,False,Pressure peak corresponds to oversized billet batch processing.
+38541,2024-05-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Hydraulic line pressure oscillation detected under load.
+38542,2024-05-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.115,False,Telemetry quality flag downgraded during sensor self-test window.
+38543,2024-05-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.752,False,Temporary gateway failover completed without data loss.
+38544,2024-05-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.899,False,Sensor signal clipping observed during startup surge.
+38545,2024-05-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.148,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38546,2024-05-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.093,False,Pressure settled back to nominal after valve reseat.
+38547,2024-05-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Night shift startup produced higher than normal vibration floor.
+38548,2024-05-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.8,False,Quality team requested trace review for lot 24-118B.
+38549,2024-05-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.87,False,Supervisory alert generated after three consecutive threshold breaches.
+38550,2024-05-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.071,False,Machine idle period extended during planned sanitation window.
+38551,2024-05-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Pressure settled back to nominal after valve reseat.
+38552,2024-05-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38553,2024-05-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Maintenance scheduler deferred calibration due to spare shortage.
+38554,2024-05-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.924,False,Supervisory alert generated after three consecutive threshold breaches.
+38555,2024-05-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.336,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38556,2024-05-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.574,False,Humidity baseline improved after seal replacement.
+38557,2024-05-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.997,False,Telemetry quality flag downgraded during sensor self-test window.
+38558,2024-05-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.627,False,Sensor signal clipping observed during startup surge.
+38559,2024-05-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.031,False,Temperature variance narrowed after coolant nozzle cleaning.
+38560,2024-05-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.133,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38561,2024-05-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.095,False,Pressure settled back to nominal after valve reseat.
+38562,2024-05-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.624,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38563,2024-05-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.707,False,Temporary gateway failover completed without data loss.
+38564,2024-05-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.622,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38565,2024-05-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Calibration check overdue by 11 days for press-line transducer.
+38566,2024-05-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.827,False,Warning threshold updated for pilot predictive-maintenance model.
+38567,2024-05-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Transient outlier matched forklift impact near cabinet wall.
+38568,2024-05-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.14,False,Pressure peak corresponds to oversized billet batch processing.
+38569,2024-05-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Temperature remained elevated during unscheduled overtime run.
+38570,2024-05-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Humidity baseline improved after seal replacement.
+38571,2024-05-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.468,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38572,2024-05-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.38,False,Temporary gateway failover completed without data loss.
+38573,2024-05-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.348,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38574,2024-05-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.629,False,Humidity readings track seasonal rise across late spring.
+38575,2024-05-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.806,False,Temporary gateway failover completed without data loss.
+38576,2024-05-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.997,False,Warning threshold updated for pilot predictive-maintenance model.
+38577,2024-05-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Temporary gateway failover completed without data loss.
+38578,2024-05-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Humidity baseline improved after seal replacement.
+38579,2024-05-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Telemetry quality flag downgraded during sensor self-test window.
+38580,2024-05-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.139,False,SCADA backfill inserted two delayed telemetry points.
+38581,2024-05-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.829,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38582,2024-05-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.901,False,Maintenance crew confirmed lubrication interval was missed.
+38583,2024-05-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Humidity readings track seasonal rise across late spring.
+38584,2024-05-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.284,False,Bearing temperature rising faster than baseline on spindle cell.
+38585,2024-05-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.48,False,Sensor heartbeat delayed by one interval after gateway retry.
+38586,2024-05-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.587,False,Maintenance scheduler deferred calibration due to spare shortage.
+38587,2024-05-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.205,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38588,2024-05-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.224,False,Operator reported intermittent chatter on machine CNC-04.
+38589,2024-05-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Vibration burst exceeds envelope during tool change cycle.
+38590,2024-05-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.869,False,Sensor enclosure opened for manual calibration verification.
+38591,2024-05-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.687,False,Vibration burst exceeds envelope during tool change cycle.
+38592,2024-05-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.621,False,Thermal overshoot event coincided with recipe change on furnace.
+38593,2024-05-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Machine throughput increase drove sustained pressure uplift.
+38594,2024-05-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.446,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38595,2024-05-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.801,False,Bearing temperature rising faster than baseline on spindle cell.
+38596,2024-05-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.295,False,Humidity excursion near finishing booth during coating run.
+38597,2024-05-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38598,2024-05-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38599,2024-05-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Night shift startup produced higher than normal vibration floor.
+38600,2024-05-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.68,False,Vibration harmonics broadened during extended production run.
+38601,2024-05-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.15,False,Sensor enclosure opened for manual calibration verification.
+38602,2024-05-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.013,False,Humidity climbed during dock-door open period in afternoon shift.
+38603,2024-05-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.726,False,Humidity excursion near finishing booth during coating run.
+38604,2024-05-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.115,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38605,2024-05-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.97,False,Maintenance note logged for coupling imbalance inspection.
+38606,2024-05-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.379,False,Calibration check overdue by 11 days for press-line transducer.
+38607,2024-05-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Condensation warning cleared after dehumidifier ramp-up.
+38608,2024-05-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.833,False,Dust extraction fan offline for 18 minutes on line finishing.
+38609,2024-05-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Operator reported intermittent chatter on machine CNC-04.
+38610,2024-05-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.074,False,Coolant loop adjustment reduced chamber temperature spread.
+38611,2024-05-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.102,False,Machine throughput increase drove sustained pressure uplift.
+38612,2024-05-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.656,False,Vibration burst exceeds envelope during tool change cycle.
+38613,2024-05-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Unbalanced load introduced cyclical pressure ripple.
+38614,2024-05-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.087,False,Transient outlier matched forklift impact near cabinet wall.
+38615,2024-05-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.586,False,Supervisory alert generated after three consecutive threshold breaches.
+38616,2024-05-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.522,False,Bearing temperature rising faster than baseline on spindle cell.
+38617,2024-05-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38618,2024-05-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.37,False,Anomaly review flagged possible bearing wear progression.
+38619,2024-05-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.727,False,Vibration burst exceeds envelope during tool change cycle.
+38620,2024-05-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.216,False,Short-lived packet loss observed at edge gateway gw-02.
+38621,2024-05-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.514,False,Sensor heartbeat delayed by one interval after gateway retry.
+38622,2024-05-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.868,False,Sensor signal clipping observed during startup surge.
+38623,2024-05-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38624,2024-05-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.773,False,Night shift startup produced higher than normal vibration floor.
+38625,2024-05-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.931,False,SCADA backfill inserted two delayed telemetry points.
+38626,2024-05-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.421,False,Pressure settled back to nominal after valve reseat.
+38627,2024-05-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Hydraulic line pressure oscillation detected under load.
+38628,2024-05-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.872,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38629,2024-05-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Sensor enclosure opened for manual calibration verification.
+38630,2024-05-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.224,False,Temporary gateway failover completed without data loss.
+38631,2024-05-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.825,False,Maintenance note logged for coupling imbalance inspection.
+38632,2024-05-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.206,False,Pressure line purge completed before restart authorization.
+38633,2024-05-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Temperature remained elevated during unscheduled overtime run.
+38634,2024-05-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.731,False,Air handler maintenance reduced humidity variance on finishing line.
+38635,2024-05-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.545,False,Operator reported intermittent chatter on machine CNC-04.
+38636,2024-05-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.615,False,Hydraulic line pressure oscillation detected under load.
+38637,2024-05-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.159,False,SCADA backfill inserted two delayed telemetry points.
+38638,2024-05-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.545,False,Unbalanced load introduced cyclical pressure ripple.
+38639,2024-05-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.906,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38640,2024-05-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.442,False,Maintenance crew confirmed lubrication interval was missed.
+38641,2024-05-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.503,False,Vibration harmonics broadened during extended production run.
+38642,2024-05-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.378,False,Vibration burst exceeds envelope during tool change cycle.
+38643,2024-05-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Supervisory alert generated after three consecutive threshold breaches.
+38644,2024-05-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.744,False,Warning threshold updated for pilot predictive-maintenance model.
+38645,2024-05-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.364,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38646,2024-05-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.265,False,Quality hold reduced finishing booth activity for one shift.
+38647,2024-05-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.593,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38648,2024-05-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.585,False,Humidity readings track seasonal rise across late spring.
+38649,2024-05-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.05,False,Vibration baseline recovered after tool holder replacement.
+38650,2024-05-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.133,False,SCADA backfill inserted two delayed telemetry points.
+38651,2024-05-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Condensation warning cleared after dehumidifier ramp-up.
+38652,2024-05-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.846,False,Temperature remained elevated during unscheduled overtime run.
+38653,2024-05-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.698,False,Humidity climbed during dock-door open period in afternoon shift.
+38654,2024-05-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.173,False,Warning threshold updated for pilot predictive-maintenance model.
+38655,2024-05-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Transient outlier matched forklift impact near cabinet wall.
+38656,2024-05-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.708,False,Pressure peak corresponds to oversized billet batch processing.
+38657,2024-05-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.144,False,Machine idle period extended during planned sanitation window.
+38658,2024-05-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.004,False,Vibration harmonics broadened during extended production run.
+38659,2024-05-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.694,False,Air handler maintenance reduced humidity variance on finishing line.
+38660,2024-05-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.735,False,Maintenance scheduler deferred calibration due to spare shortage.
+38661,2024-05-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.782,False,Humidity baseline improved after seal replacement.
+38662,2024-05-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.371,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38663,2024-05-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.205,False,Warning threshold updated for pilot predictive-maintenance model.
+38664,2024-05-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.53,False,Vibration baseline recovered after tool holder replacement.
+38665,2024-05-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.933,False,Hydraulic line pressure oscillation detected under load.
+38666,2024-05-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.359,False,Operator reported intermittent chatter on machine CNC-04.
+38667,2024-05-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.633,False,Press cycle dwell time lengthened during high-volume batch.
+38668,2024-05-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.87,False,Anomaly review flagged possible bearing wear progression.
+38669,2024-05-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.871,False,Coolant loop adjustment reduced chamber temperature spread.
+38670,2024-05-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.635,False,Sensor enclosure opened for manual calibration verification.
+38671,2024-05-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.312,False,Vibration baseline recovered after tool holder replacement.
+38672,2024-05-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.43,False,Telemetry quality flag downgraded during sensor self-test window.
+38673,2024-05-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.397,False,Operator reset acknowledged after red-tag inspection.
+38674,2024-05-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.664,False,Unbalanced load introduced cyclical pressure ripple.
+38675,2024-05-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38676,2024-05-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.873,False,Press cycle dwell time lengthened during high-volume batch.
+38677,2024-05-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38678,2024-05-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.791,False,Maintenance crew confirmed lubrication interval was missed.
+38679,2024-05-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Pressure settled back to nominal after valve reseat.
+38680,2024-05-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.173,False,Condensation warning cleared after dehumidifier ramp-up.
+38681,2024-05-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Temperature variance narrowed after coolant nozzle cleaning.
+38682,2024-05-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.072,False,Anomaly review flagged possible bearing wear progression.
+38683,2024-05-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Pressure line purge completed before restart authorization.
+38684,2024-05-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.218,False,Temperature variance narrowed after coolant nozzle cleaning.
+38685,2024-05-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.177,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38686,2024-05-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.669,False,Sensor heartbeat delayed by one interval after gateway retry.
+38687,2024-05-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Sensor battery health remains nominal after firmware update.
+38688,2024-05-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.755,False,Night shift startup produced higher than normal vibration floor.
+38689,2024-05-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Machine idle period extended during planned sanitation window.
+38690,2024-05-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.863,False,Transient outlier matched forklift impact near cabinet wall.
+38691,2024-05-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.35,False,Temperature variance narrowed after coolant nozzle cleaning.
+38692,2024-05-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.319,False,Calibration check overdue by 11 days for press-line transducer.
+38693,2024-05-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.662,False,Packaging line stop reduced adjacent vibration background.
+38694,2024-05-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.924,False,Transient outlier matched forklift impact near cabinet wall.
+38695,2024-05-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Maintenance crew confirmed lubrication interval was missed.
+38696,2024-05-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.955,False,Reliability engineer tagged sample window for model retraining.
+38697,2024-05-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38698,2024-05-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.711,False,Vibration baseline recovered after tool holder replacement.
+38699,2024-05-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.746,False,Machine throughput increase drove sustained pressure uplift.
+38700,2024-05-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.166,False,Dust extraction fan offline for 18 minutes on line finishing.
+38701,2024-05-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Bearing temperature rising faster than baseline on spindle cell.
+38702,2024-05-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.543,False,Sensor enclosure opened for manual calibration verification.
+38703,2024-05-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Humidity readings track seasonal rise across late spring.
+38704,2024-05-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.989,False,Pressure settled back to nominal after valve reseat.
+38705,2024-05-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.662,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38706,2024-05-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.702,False,Humidity baseline improved after seal replacement.
+38707,2024-05-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.79,False,Dust extraction fan offline for 18 minutes on line finishing.
+38708,2024-05-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.749,False,Maintenance crew confirmed lubrication interval was missed.
+38709,2024-05-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.961,False,Temperature variance narrowed after coolant nozzle cleaning.
+38710,2024-05-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.136,False,Thermal overshoot event coincided with recipe change on furnace.
+38711,2024-05-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.93,False,Packaging line stop reduced adjacent vibration background.
+38712,2024-05-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.352,False,Maintenance crew confirmed lubrication interval was missed.
+38713,2024-05-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.037,False,Transient outlier matched forklift impact near cabinet wall.
+38714,2024-05-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.592,False,Temperature variance narrowed after coolant nozzle cleaning.
+38715,2024-05-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.885,False,Edge collector replayed buffered events after network recovery.
+38716,2024-05-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.887,False,Temperature variance narrowed after coolant nozzle cleaning.
+38717,2024-05-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.618,False,Sensor signal clipping observed during startup surge.
+38718,2024-05-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.514,False,Vibration baseline recovered after tool holder replacement.
+38719,2024-05-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.027,False,Pressure line purge completed before restart authorization.
+38720,2024-05-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.532,False,Calibration check overdue by 11 days for press-line transducer.
+38721,2024-05-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.83,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38722,2024-05-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.395,False,Vibration harmonics broadened during extended production run.
+38723,2024-05-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.943,False,Edge collector replayed buffered events after network recovery.
+38724,2024-05-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.966,False,Pressure line purge completed before restart authorization.
+38725,2024-05-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Air handler maintenance reduced humidity variance on finishing line.
+38726,2024-05-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.775,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38727,2024-05-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.571,False,Operator reported intermittent chatter on machine CNC-04.
+38728,2024-05-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.202,False,Pressure settled back to nominal after valve reseat.
+38729,2024-05-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.269,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38730,2024-05-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.513,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38731,2024-05-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Warning threshold updated for pilot predictive-maintenance model.
+38732,2024-05-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.824,False,Calibration check overdue by 11 days for press-line transducer.
+38733,2024-05-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.323,False,Humidity climbed during dock-door open period in afternoon shift.
+38734,2024-05-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.932,False,Maintenance note logged for coupling imbalance inspection.
+38735,2024-05-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Sensor battery health remains nominal after firmware update.
+38736,2024-05-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.138,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38737,2024-05-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Unbalanced load introduced cyclical pressure ripple.
+38738,2024-05-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.95,False,Vibration baseline recovered after tool holder replacement.
+38739,2024-05-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.048,False,Sensor battery health remains nominal after firmware update.
+38740,2024-05-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.847,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38741,2024-05-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.442,False,Dust extraction fan offline for 18 minutes on line finishing.
+38742,2024-05-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.499,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38743,2024-05-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.737,False,Coolant loop adjustment reduced chamber temperature spread.
+38744,2024-05-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.491,False,Operator reported intermittent chatter on machine CNC-04.
+38745,2024-05-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.054,False,Humidity excursion near finishing booth during coating run.
+38746,2024-05-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.469,False,Maintenance crew confirmed lubrication interval was missed.
+38747,2024-05-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.891,False,Humidity excursion near finishing booth during coating run.
+38748,2024-05-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.81,False,Vibration burst exceeds envelope during tool change cycle.
+38749,2024-05-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Hydraulic line pressure oscillation detected under load.
+38750,2024-05-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.166,False,Machine throughput increase drove sustained pressure uplift.
+38751,2024-05-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.138,False,Vibration burst exceeds envelope during tool change cycle.
+38752,2024-05-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.663,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38753,2024-05-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.057,False,Pressure peak corresponds to oversized billet batch processing.
+38754,2024-05-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.839,False,Quality hold reduced finishing booth activity for one shift.
+38755,2024-05-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.109,False,Reliability engineer tagged sample window for model retraining.
+38756,2024-05-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.731,False,Packaging line stop reduced adjacent vibration background.
+38757,2024-05-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Warning threshold updated for pilot predictive-maintenance model.
+38758,2024-05-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.713,False,Transient outlier matched forklift impact near cabinet wall.
+38759,2024-05-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.811,False,Anomaly review flagged possible bearing wear progression.
+38760,2024-05-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.915,False,Maintenance scheduler deferred calibration due to spare shortage.
+38761,2024-05-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Temporary gateway failover completed without data loss.
+38762,2024-05-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.078,False,Machine idle period extended during planned sanitation window.
+38763,2024-05-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Sensor battery health remains nominal after firmware update.
+38764,2024-05-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.56,False,Sensor signal clipping observed during startup surge.
+38765,2024-05-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Supervisory alert generated after three consecutive threshold breaches.
+38766,2024-05-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.27,False,Hydraulic line pressure oscillation detected under load.
+38767,2024-05-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Humidity readings track seasonal rise across late spring.
+38768,2024-05-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.036,False,Operator reset acknowledged after red-tag inspection.
+38769,2024-05-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.547,False,Bearing temperature rising faster than baseline on spindle cell.
+38770,2024-05-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.542,False,Air handler maintenance reduced humidity variance on finishing line.
+38771,2024-05-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.241,False,Vibration harmonics broadened during extended production run.
+38772,2024-05-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,39.106,False,Operator reported intermittent chatter on machine CNC-04.
+38773,2024-05-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Reliability engineer tagged sample window for model retraining.
+38774,2024-05-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38775,2024-05-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.254,False,Humidity baseline improved after seal replacement.
+38776,2024-05-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.278,False,Humidity baseline improved after seal replacement.
+38777,2024-05-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.579,False,Shift handoff note referenced unusual noise near press enclosure.
+38778,2024-05-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.561,False,Operator reported intermittent chatter on machine CNC-04.
+38779,2024-05-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.865,False,Humidity climbed during dock-door open period in afternoon shift.
+38780,2024-05-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.878,False,Bearing temperature rising faster than baseline on spindle cell.
+38781,2024-05-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Condensation warning cleared after dehumidifier ramp-up.
+38782,2024-05-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.233,False,Sensor battery health remains nominal after firmware update.
+38783,2024-05-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38784,2024-05-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.055,False,Humidity climbed during dock-door open period in afternoon shift.
+38785,2024-05-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.248,False,Maintenance crew confirmed lubrication interval was missed.
+38786,2024-05-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.412,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38787,2024-05-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.656,False,Quality team requested trace review for lot 24-118B.
+38788,2024-05-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.527,False,Bearing temperature rising faster than baseline on spindle cell.
+38789,2024-05-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.867,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38790,2024-05-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38791,2024-05-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.329,False,Reliability engineer tagged sample window for model retraining.
+38792,2024-05-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.319,False,Sensor signal clipping observed during startup surge.
+38793,2024-05-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.105,False,Temporary gateway failover completed without data loss.
+38794,2024-05-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38795,2024-05-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.44,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38796,2024-05-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.072,False,Maintenance scheduler deferred calibration due to spare shortage.
+38797,2024-05-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.503,False,Supervisory alert generated after three consecutive threshold breaches.
+38798,2024-05-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.839,False,Bearing temperature rising faster than baseline on spindle cell.
+38799,2024-05-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.933,False,Pressure settled back to nominal after valve reseat.
+38800,2024-05-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.525,False,Telemetry quality flag downgraded during sensor self-test window.
+38801,2024-05-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.127,False,Operator reset acknowledged after red-tag inspection.
+38802,2024-05-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.557,False,Pressure peak corresponds to oversized billet batch processing.
+38803,2024-05-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.304,False,Vibration burst exceeds envelope during tool change cycle.
+38804,2024-05-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.246,False,Calibration check overdue by 11 days for press-line transducer.
+38805,2024-05-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Pressure peak corresponds to oversized billet batch processing.
+38806,2024-05-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.733,False,Temporary gateway failover completed without data loss.
+38807,2024-05-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.348,False,Thermal overshoot event coincided with recipe change on furnace.
+38808,2024-05-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.714,False,Supervisory alert generated after three consecutive threshold breaches.
+38809,2024-05-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.615,False,Air handler maintenance reduced humidity variance on finishing line.
+38810,2024-05-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.189,False,Short-lived packet loss observed at edge gateway gw-02.
+38811,2024-05-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.499,False,Shift handoff note referenced unusual noise near press enclosure.
+38812,2024-05-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.472,False,Pressure line purge completed before restart authorization.
+38813,2024-05-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.988,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38814,2024-05-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.793,False,Thermal overshoot event coincided with recipe change on furnace.
+38815,2024-05-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.53,False,Calibration check overdue by 11 days for press-line transducer.
+38816,2024-05-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.943,False,Edge collector replayed buffered events after network recovery.
+38817,2024-05-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Vibration baseline recovered after tool holder replacement.
+38818,2024-05-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.284,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38819,2024-05-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.534,False,Coolant loop adjustment reduced chamber temperature spread.
+38820,2024-05-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.939,False,Humidity baseline improved after seal replacement.
+38821,2024-05-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.47,False,Temperature variance narrowed after coolant nozzle cleaning.
+38822,2024-05-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.184,False,Humidity climbed during dock-door open period in afternoon shift.
+38823,2024-05-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.036,False,Warning threshold updated for pilot predictive-maintenance model.
+38824,2024-05-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.845,False,Condensation warning cleared after dehumidifier ramp-up.
+38825,2024-05-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.087,False,Operator reset acknowledged after red-tag inspection.
+38826,2024-05-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.391,False,Quality team requested trace review for lot 24-118B.
+38827,2024-05-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.55,False,Condensation warning cleared after dehumidifier ramp-up.
+38828,2024-05-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.234,False,Hydraulic line pressure oscillation detected under load.
+38829,2024-05-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.932,False,Machine throughput increase drove sustained pressure uplift.
+38830,2024-05-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.729,False,Unbalanced load introduced cyclical pressure ripple.
+38831,2024-05-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.586,False,Pressure settled back to nominal after valve reseat.
+38832,2024-05-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.933,False,Transient outlier matched forklift impact near cabinet wall.
+38833,2024-05-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.507,False,Supervisory alert generated after three consecutive threshold breaches.
+38834,2024-05-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.302,False,Humidity baseline improved after seal replacement.
+38835,2024-05-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Short-lived packet loss observed at edge gateway gw-02.
+38836,2024-05-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.081,False,Pressure settled back to nominal after valve reseat.
+38837,2024-05-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.072,False,Press cycle dwell time lengthened during high-volume batch.
+38838,2024-05-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.13,False,Dust extraction fan offline for 18 minutes on line finishing.
+38839,2024-05-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.9,False,Vibration harmonics broadened during extended production run.
+38840,2024-05-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.932,False,Bearing temperature rising faster than baseline on spindle cell.
+38841,2024-05-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.44,False,Sensor enclosure opened for manual calibration verification.
+38842,2024-05-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38843,2024-05-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.274,False,Pressure line purge completed before restart authorization.
+38844,2024-05-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.115,False,Operator reset acknowledged after red-tag inspection.
+38845,2024-05-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.191,False,Humidity climbed during dock-door open period in afternoon shift.
+38846,2024-05-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.208,False,Edge collector replayed buffered events after network recovery.
+38847,2024-05-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.789,False,Reliability engineer tagged sample window for model retraining.
+38848,2024-05-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.01,False,Temporary gateway failover completed without data loss.
+38849,2024-05-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38850,2024-05-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.968,False,Maintenance crew confirmed lubrication interval was missed.
+38851,2024-05-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.777,False,Vibration harmonics broadened during extended production run.
+38852,2024-05-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.416,False,Short-lived packet loss observed at edge gateway gw-02.
+38853,2024-05-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.381,False,Hydraulic line pressure oscillation detected under load.
+38854,2024-05-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.907,False,Thermal ramp exceeded expected warmup curve before shift start.
+38855,2024-05-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Quality team requested trace review for lot 24-118B.
+38856,2024-05-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.971,False,Quality team requested trace review for lot 24-118B.
+38857,2024-05-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Quality team requested trace review for lot 24-118B.
+38858,2024-05-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.255,False,Unbalanced load introduced cyclical pressure ripple.
+38859,2024-05-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.023,False,Quality team requested trace review for lot 24-118B.
+38860,2024-05-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.792,False,Press cycle dwell time lengthened during high-volume batch.
+38861,2024-05-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.943,False,Thermal overshoot event coincided with recipe change on furnace.
+38862,2024-05-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.594,False,Bearing temperature rising faster than baseline on spindle cell.
+38863,2024-05-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.259,False,Quality hold reduced finishing booth activity for one shift.
+38864,2024-05-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.488,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38865,2024-05-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Quality team requested trace review for lot 24-118B.
+38866,2024-05-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.905,False,Humidity climbed during dock-door open period in afternoon shift.
+38867,2024-05-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Humidity excursion near finishing booth during coating run.
+38868,2024-05-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.446,False,Calibration check overdue by 11 days for press-line transducer.
+38869,2024-05-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.585,False,Temperature remained elevated during unscheduled overtime run.
+38870,2024-05-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.717,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38871,2024-05-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.666,False,Thermal overshoot event coincided with recipe change on furnace.
+38872,2024-05-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.262,False,Condensation warning cleared after dehumidifier ramp-up.
+38873,2024-05-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Night shift startup produced higher than normal vibration floor.
+38874,2024-05-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.26,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38875,2024-05-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Quality team requested trace review for lot 24-118B.
+38876,2024-05-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.138,False,Maintenance scheduler deferred calibration due to spare shortage.
+38877,2024-05-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Thermal ramp exceeded expected warmup curve before shift start.
+38878,2024-05-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.065,False,Pressure line purge completed before restart authorization.
+38879,2024-05-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.203,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38880,2024-05-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.218,False,Operator reset acknowledged after red-tag inspection.
+38881,2024-05-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.666,False,Hydraulic line pressure oscillation detected under load.
+38882,2024-05-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.356,False,Machine throughput increase drove sustained pressure uplift.
+38883,2024-05-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.233,False,Machine throughput increase drove sustained pressure uplift.
+38884,2024-05-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.165,False,Bearing temperature rising faster than baseline on spindle cell.
+38885,2024-05-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.015,False,Hydraulic line pressure oscillation detected under load.
+38886,2024-05-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.252,False,Compressed air fluctuation introduced pressure noise for two cycles.
+38887,2024-05-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.552,False,Press cycle dwell time lengthened during high-volume batch.
+38888,2024-05-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.499,False,Night shift startup produced higher than normal vibration floor.
+38889,2024-05-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.41,False,Transient outlier matched forklift impact near cabinet wall.
+38890,2024-05-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.2,False,Humidity readings track seasonal rise across late spring.
+38891,2024-05-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.461,False,Supervisory alert generated after three consecutive threshold breaches.
+38892,2024-05-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.126,False,Reliability engineer tagged sample window for model retraining.
+38893,2024-05-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.384,False,SCADA backfill inserted two delayed telemetry points.
+38894,2024-05-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.89,False,Condensation warning cleared after dehumidifier ramp-up.
+38895,2024-05-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.149,False,Operator reported intermittent chatter on machine CNC-04.
+38896,2024-05-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.186,False,Warning threshold updated for pilot predictive-maintenance model.
+38897,2024-05-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Vibration burst exceeds envelope during tool change cycle.
+38898,2024-05-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.656,False,Edge collector replayed buffered events after network recovery.
+38899,2024-05-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Shift handoff note referenced unusual noise near press enclosure.
+38900,2024-05-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.389,False,Quality hold reduced finishing booth activity for one shift.
+38901,2024-05-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.691,False,Humidity readings track seasonal rise across late spring.
+38902,2024-05-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.98,False,Edge collector replayed buffered events after network recovery.
+38903,2024-05-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.692,False,Quality team requested trace review for lot 24-118B.
+38904,2024-05-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.601,False,Bearing temperature rising faster than baseline on spindle cell.
+38905,2024-05-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.388,False,Humidity readings track seasonal rise across late spring.
+38906,2024-05-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.437,False,Press cycle dwell time lengthened during high-volume batch.
+38907,2024-05-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.707,False,Sensor enclosure opened for manual calibration verification.
+38908,2024-05-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.353,False,Calibration check overdue by 11 days for press-line transducer.
+38909,2024-05-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.153,False,Unbalanced load introduced cyclical pressure ripple.
+38910,2024-05-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.697,False,Telemetry quality flag downgraded during sensor self-test window.
+38911,2024-05-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.576,False,Temporary gateway failover completed without data loss.
+38912,2024-05-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.813,False,Pressure peak corresponds to oversized billet batch processing.
+38913,2024-05-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Vibration baseline recovered after tool holder replacement.
+38914,2024-05-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.208,False,Warning threshold updated for pilot predictive-maintenance model.
+38915,2024-05-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Telemetry quality flag downgraded during sensor self-test window.
+38916,2024-05-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.761,False,Packaging line stop reduced adjacent vibration background.
+38917,2024-05-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38918,2024-05-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.384,False,Maintenance scheduler deferred calibration due to spare shortage.
+38919,2024-05-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.662,False,Bearing temperature rising faster than baseline on spindle cell.
+38920,2024-05-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.897,False,Maintenance note logged for coupling imbalance inspection.
+38921,2024-05-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Anomaly review flagged possible bearing wear progression.
+38922,2024-05-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.032,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38923,2024-05-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.909,False,Quality hold reduced finishing booth activity for one shift.
+38924,2024-05-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.7,False,Ambient temperature stabilized after HVAC stage-two engagement.
+38925,2024-05-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.655,False,Press cycle dwell time lengthened during high-volume batch.
+38926,2024-05-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.632,False,Vibration harmonics broadened during extended production run.
+38927,2024-05-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.136,False,Vibration harmonics broadened during extended production run.
+38928,2024-05-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.986,False,Supervisory alert generated after three consecutive threshold breaches.
+38929,2024-05-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.417,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+38930,2024-05-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.355,False,Press cycle dwell time lengthened during high-volume batch.
+38931,2024-05-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Anomaly review flagged possible bearing wear progression.
+38932,2024-05-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.081,False,Thermal overshoot event coincided with recipe change on furnace.
+38933,2024-05-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.337,False,Edge collector replayed buffered events after network recovery.
+38934,2024-05-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.806,False,Thermal ramp exceeded expected warmup curve before shift start.
+38935,2024-05-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.149,False,Heat-treat furnace door cycling increased localized temperature spikes.
+38936,2024-05-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.629,False,Maintenance scheduler deferred calibration due to spare shortage.
+38937,2024-05-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.254,False,Humidity readings track seasonal rise across late spring.
+38938,2024-05-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.839,False,Sensor heartbeat delayed by one interval after gateway retry.
+38939,2024-05-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+38940,2024-05-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.485,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+38941,2024-05-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.581,False,Reliability engineer tagged sample window for model retraining.
+38942,2024-05-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.765,False,Night shift startup produced higher than normal vibration floor.
+38943,2024-05-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Vibration burst exceeds envelope during tool change cycle.
+38944,2024-05-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.752,False,Warning threshold updated for pilot predictive-maintenance model.
+38945,2024-05-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.453,False,Humidity climbed during dock-door open period in afternoon shift.
+38946,2024-05-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.892,False,Temperature remained elevated during unscheduled overtime run.
+38947,2024-05-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.811,False,Telemetry quality flag downgraded during sensor self-test window.
+38948,2024-05-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.688,False,Transient outlier matched forklift impact near cabinet wall.
+38949,2024-05-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Vibration harmonics broadened during extended production run.
+38950,2024-05-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.657,False,Maintenance scheduler deferred calibration due to spare shortage.
+38951,2024-05-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.327,False,Humidity readings track seasonal rise across late spring.
+38952,2024-05-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.817,False,Thermal overshoot event coincided with recipe change on furnace.
+38953,2024-05-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Thermal ramp exceeded expected warmup curve before shift start.
+38954,2024-05-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.301,False,Pressure peak corresponds to oversized billet batch processing.
+38955,2024-05-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Operator reported intermittent chatter on machine CNC-04.
+38956,2024-05-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.654,False,Supervisory alert generated after three consecutive threshold breaches.
+38957,2024-05-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Reliability engineer tagged sample window for model retraining.
+38958,2024-05-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.182,False,Edge collector replayed buffered events after network recovery.
+38959,2024-05-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.842,False,Thermal overshoot event coincided with recipe change on furnace.
+38960,2024-05-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.199,False,Thermal overshoot event coincided with recipe change on furnace.
+38961,2024-05-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.364,False,Thermal ramp exceeded expected warmup curve before shift start.
+38962,2024-05-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.202,False,Calibration check overdue by 11 days for press-line transducer.
+38963,2024-05-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.454,False,Warning threshold updated for pilot predictive-maintenance model.
+38964,2024-05-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.241,False,Vibration harmonics broadened during extended production run.
+38965,2024-05-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Shift handoff note referenced unusual noise near press enclosure.
+38966,2024-05-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.458,False,Machine idle period extended during planned sanitation window.
+38967,2024-05-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.848,False,Maintenance note logged for coupling imbalance inspection.
+38968,2024-05-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.091,False,Reliability engineer tagged sample window for model retraining.
+38969,2024-05-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Sensor enclosure opened for manual calibration verification.
+38970,2024-05-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.001,False,Maintenance crew confirmed lubrication interval was missed.
+38971,2024-05-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.342,False,Sensor enclosure opened for manual calibration verification.
+38972,2024-05-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,28.772,False,Pressure line purge completed before restart authorization.
+38973,2024-05-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Bearing temperature rising faster than baseline on spindle cell.
+38974,2024-05-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.012,False,Transient outlier matched forklift impact near cabinet wall.
+38975,2024-05-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.983,False,Supervisory alert generated after three consecutive threshold breaches.
+38976,2024-05-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.64,False,Coolant loop adjustment reduced chamber temperature spread.
+38977,2024-05-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,Sensor enclosure opened for manual calibration verification.
+38978,2024-05-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.817,False,Edge collector replayed buffered events after network recovery.
+38979,2024-05-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.417,False,Packaging line stop reduced adjacent vibration background.
+38980,2024-05-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.671,False,Temperature variance narrowed after coolant nozzle cleaning.
+38981,2024-05-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.881,False,Short-lived packet loss observed at edge gateway gw-02.
+38982,2024-05-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.597,False,Anomaly review flagged possible bearing wear progression.
+38983,2024-05-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.838,False,Calibration check overdue by 11 days for press-line transducer.
+38984,2024-05-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.296,False,Short-lived packet loss observed at edge gateway gw-02.
+38985,2024-05-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.365,False,Transient outlier matched forklift impact near cabinet wall.
+38986,2024-05-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.718,False,Sensor enclosure opened for manual calibration verification.
+38987,2024-05-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.07,False,SCADA backfill inserted two delayed telemetry points.
+38988,2024-05-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.117,False,Humidity excursion near finishing booth during coating run.
+38989,2024-05-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.711,False,Air handler maintenance reduced humidity variance on finishing line.
+38990,2024-05-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.604,False,Temperature remained elevated during unscheduled overtime run.
+38991,2024-05-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.452,False,Thermal overshoot event coincided with recipe change on furnace.
+38992,2024-05-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.602,False,Sensor 3 drift suspected after cross-check with manual gauge.
+38993,2024-05-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Temporary gateway failover completed without data loss.
+38994,2024-05-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.818,False,Sensor battery health remains nominal after firmware update.
+38995,2024-05-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.233,False,Temperature remained elevated during unscheduled overtime run.
+38996,2024-05-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.303,False,Press cycle dwell time lengthened during high-volume batch.
+38997,2024-05-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Condensation warning cleared after dehumidifier ramp-up.
+38998,2024-05-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.04,False,Bearing temperature rising faster than baseline on spindle cell.
+38999,2024-05-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.627,False,Vibration burst exceeds envelope during tool change cycle.
+39000,2024-05-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.066,False,Night shift startup produced higher than normal vibration floor.
+39001,2024-05-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Air handler maintenance reduced humidity variance on finishing line.
+39002,2024-05-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.07,False,Vibration burst exceeds envelope during tool change cycle.
+39003,2024-05-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.152,False,Temperature remained elevated during unscheduled overtime run.
+39004,2024-05-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.571,False,Vibration harmonics broadened during extended production run.
+39005,2024-05-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.558,False,Unbalanced load introduced cyclical pressure ripple.
+39006,2024-05-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.628,False,Unbalanced load introduced cyclical pressure ripple.
+39007,2024-05-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.763,False,Maintenance note logged for coupling imbalance inspection.
+39008,2024-05-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.227,False,Short-lived packet loss observed at edge gateway gw-02.
+39009,2024-05-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Humidity readings track seasonal rise across late spring.
+39010,2024-05-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.314,False,Coolant loop adjustment reduced chamber temperature spread.
+39011,2024-05-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.641,False,Vibration burst exceeds envelope during tool change cycle.
+39012,2024-05-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.659,False,SCADA backfill inserted two delayed telemetry points.
+39013,2024-05-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.758,False,Pressure line purge completed before restart authorization.
+39014,2024-05-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.442,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39015,2024-05-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.719,False,Warning threshold updated for pilot predictive-maintenance model.
+39016,2024-05-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.223,False,Humidity readings track seasonal rise across late spring.
+39017,2024-05-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Humidity excursion near finishing booth during coating run.
+39018,2024-05-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.243,False,Humidity climbed during dock-door open period in afternoon shift.
+39019,2024-05-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.342,False,Vibration harmonics broadened during extended production run.
+39020,2024-05-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.799,False,Temperature variance narrowed after coolant nozzle cleaning.
+39021,2024-05-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.688,False,Vibration burst exceeds envelope during tool change cycle.
+39022,2024-05-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.749,False,Calibration check overdue by 11 days for press-line transducer.
+39023,2024-05-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.861,False,Pressure peak corresponds to oversized billet batch processing.
+39024,2024-05-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.536,False,Sensor heartbeat delayed by one interval after gateway retry.
+39025,2024-05-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.836,False,Pressure settled back to nominal after valve reseat.
+39026,2024-05-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.796,False,Operator reported intermittent chatter on machine CNC-04.
+39027,2024-05-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39028,2024-05-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.242,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39029,2024-05-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.999,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39030,2024-05-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.992,False,Packaging line stop reduced adjacent vibration background.
+39031,2024-05-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Pressure peak corresponds to oversized billet batch processing.
+39032,2024-05-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.424,False,Supervisory alert generated after three consecutive threshold breaches.
+39033,2024-05-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.087,False,Coolant loop adjustment reduced chamber temperature spread.
+39034,2024-05-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.195,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39035,2024-05-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.385,False,Maintenance note logged for coupling imbalance inspection.
+39036,2024-05-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39037,2024-05-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Packaging line stop reduced adjacent vibration background.
+39038,2024-05-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.92,False,Maintenance scheduler deferred calibration due to spare shortage.
+39039,2024-05-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39040,2024-05-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.129,False,Dust extraction fan offline for 18 minutes on line finishing.
+39041,2024-05-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.449,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39042,2024-05-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.91,False,Temporary gateway failover completed without data loss.
+39043,2024-05-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.2,False,Transient outlier matched forklift impact near cabinet wall.
+39044,2024-05-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.21,False,Calibration check overdue by 11 days for press-line transducer.
+39045,2024-05-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.12,False,Humidity climbed during dock-door open period in afternoon shift.
+39046,2024-05-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.048,False,Sensor enclosure opened for manual calibration verification.
+39047,2024-05-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Anomaly review flagged possible bearing wear progression.
+39048,2024-05-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.856,False,Anomaly review flagged possible bearing wear progression.
+39049,2024-05-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.624,False,Temperature variance narrowed after coolant nozzle cleaning.
+39050,2024-05-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.407,False,Quality team requested trace review for lot 24-118B.
+39051,2024-05-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Vibration baseline recovered after tool holder replacement.
+39052,2024-05-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.651,False,Sensor heartbeat delayed by one interval after gateway retry.
+39053,2024-05-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39054,2024-05-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.348,False,Machine idle period extended during planned sanitation window.
+39055,2024-05-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Vibration burst exceeds envelope during tool change cycle.
+39056,2024-05-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Transient outlier matched forklift impact near cabinet wall.
+39057,2024-05-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Anomaly review flagged possible bearing wear progression.
+39058,2024-05-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.128,False,Pressure settled back to nominal after valve reseat.
+39059,2024-05-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Reliability engineer tagged sample window for model retraining.
+39060,2024-05-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.837,False,Vibration harmonics broadened during extended production run.
+39061,2024-05-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.954,False,Sensor battery health remains nominal after firmware update.
+39062,2024-05-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.485,False,Reliability engineer tagged sample window for model retraining.
+39063,2024-05-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.391,False,Humidity climbed during dock-door open period in afternoon shift.
+39064,2024-05-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39065,2024-05-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Temperature variance narrowed after coolant nozzle cleaning.
+39066,2024-05-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.389,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39067,2024-05-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Maintenance note logged for coupling imbalance inspection.
+39068,2024-05-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.796,False,Maintenance note logged for coupling imbalance inspection.
+39069,2024-05-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Supervisory alert generated after three consecutive threshold breaches.
+39070,2024-05-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.908,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39071,2024-05-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.583,False,Bearing temperature rising faster than baseline on spindle cell.
+39072,2024-05-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.75,False,Maintenance crew confirmed lubrication interval was missed.
+39073,2024-05-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.701,False,Temperature variance narrowed after coolant nozzle cleaning.
+39074,2024-05-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.158,False,Calibration check overdue by 11 days for press-line transducer.
+39075,2024-05-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.587,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39076,2024-05-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.703,False,Edge collector replayed buffered events after network recovery.
+39077,2024-05-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Pressure line purge completed before restart authorization.
+39078,2024-05-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.703,False,Pressure peak corresponds to oversized billet batch processing.
+39079,2024-05-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.987,False,Hydraulic line pressure oscillation detected under load.
+39080,2024-05-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.353,False,Bearing temperature rising faster than baseline on spindle cell.
+39081,2024-05-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Sensor signal clipping observed during startup surge.
+39082,2024-05-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.589,False,Air handler maintenance reduced humidity variance on finishing line.
+39083,2024-05-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39084,2024-05-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.211,False,Supervisory alert generated after three consecutive threshold breaches.
+39085,2024-05-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.279,False,Machine idle period extended during planned sanitation window.
+39086,2024-05-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.189,False,Pressure line purge completed before restart authorization.
+39087,2024-05-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.364,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39088,2024-05-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.783,False,Coolant loop adjustment reduced chamber temperature spread.
+39089,2024-05-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.661,False,Edge collector replayed buffered events after network recovery.
+39090,2024-05-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.678,False,Machine throughput increase drove sustained pressure uplift.
+39091,2024-05-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Quality hold reduced finishing booth activity for one shift.
+39092,2024-05-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.095,False,Telemetry quality flag downgraded during sensor self-test window.
+39093,2024-05-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,Temporary gateway failover completed without data loss.
+39094,2024-05-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.405,False,Thermal ramp exceeded expected warmup curve before shift start.
+39095,2024-05-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39096,2024-05-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.107,False,Bearing temperature rising faster than baseline on spindle cell.
+39097,2024-05-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.965,False,Warning threshold updated for pilot predictive-maintenance model.
+39098,2024-05-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.141,False,Reliability engineer tagged sample window for model retraining.
+39099,2024-05-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.468,False,Dust extraction fan offline for 18 minutes on line finishing.
+39100,2024-05-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.548,False,Supervisory alert generated after three consecutive threshold breaches.
+39101,2024-05-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.894,False,Operator reported intermittent chatter on machine CNC-04.
+39102,2024-05-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.63,False,Sensor signal clipping observed during startup surge.
+39103,2024-05-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,SCADA backfill inserted two delayed telemetry points.
+39104,2024-05-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.245,False,Transient outlier matched forklift impact near cabinet wall.
+39105,2024-05-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.362,False,Transient outlier matched forklift impact near cabinet wall.
+39106,2024-05-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.351,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39107,2024-05-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.843,False,Operator reset acknowledged after red-tag inspection.
+39108,2024-05-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.314,False,Humidity baseline improved after seal replacement.
+39109,2024-05-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.938,False,Pressure settled back to nominal after valve reseat.
+39110,2024-05-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.634,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39111,2024-05-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Transient outlier matched forklift impact near cabinet wall.
+39112,2024-05-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.387,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39113,2024-05-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.893,False,Transient outlier matched forklift impact near cabinet wall.
+39114,2024-05-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.234,False,Air handler maintenance reduced humidity variance on finishing line.
+39115,2024-05-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.292,False,Operator reset acknowledged after red-tag inspection.
+39116,2024-05-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.308,False,Quality hold reduced finishing booth activity for one shift.
+39117,2024-05-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Bearing temperature rising faster than baseline on spindle cell.
+39118,2024-05-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.801,False,Anomaly review flagged possible bearing wear progression.
+39119,2024-05-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Maintenance note logged for coupling imbalance inspection.
+39120,2024-05-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39121,2024-05-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.136,False,Vibration baseline recovered after tool holder replacement.
+39122,2024-05-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.46,False,Coolant loop adjustment reduced chamber temperature spread.
+39123,2024-05-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Machine idle period extended during planned sanitation window.
+39124,2024-05-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.927,False,Pressure peak corresponds to oversized billet batch processing.
+39125,2024-05-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.358,False,Sensor signal clipping observed during startup surge.
+39126,2024-05-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.883,False,Reliability engineer tagged sample window for model retraining.
+39127,2024-05-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Night shift startup produced higher than normal vibration floor.
+39128,2024-05-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.768,False,Air handler maintenance reduced humidity variance on finishing line.
+39129,2024-05-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Thermal ramp exceeded expected warmup curve before shift start.
+39130,2024-05-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.873,False,Maintenance crew confirmed lubrication interval was missed.
+39131,2024-05-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.301,False,Maintenance crew confirmed lubrication interval was missed.
+39132,2024-05-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.689,False,Humidity baseline improved after seal replacement.
+39133,2024-05-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Temperature remained elevated during unscheduled overtime run.
+39134,2024-05-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.758,False,Reliability engineer tagged sample window for model retraining.
+39135,2024-05-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.674,False,Temperature remained elevated during unscheduled overtime run.
+39136,2024-05-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.668,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39137,2024-05-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Thermal overshoot event coincided with recipe change on furnace.
+39138,2024-05-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.649,False,Machine idle period extended during planned sanitation window.
+39139,2024-05-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.545,False,Telemetry quality flag downgraded during sensor self-test window.
+39140,2024-05-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.988,False,Reliability engineer tagged sample window for model retraining.
+39141,2024-05-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39142,2024-05-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.987,False,Coolant loop adjustment reduced chamber temperature spread.
+39143,2024-05-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.328,False,Sensor signal clipping observed during startup surge.
+39144,2024-05-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.99,False,Maintenance crew confirmed lubrication interval was missed.
+39145,2024-05-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,SCADA backfill inserted two delayed telemetry points.
+39146,2024-05-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.546,False,Condensation warning cleared after dehumidifier ramp-up.
+39147,2024-05-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39148,2024-05-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.225,False,Supervisory alert generated after three consecutive threshold breaches.
+39149,2024-05-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Temperature remained elevated during unscheduled overtime run.
+39150,2024-05-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.869,False,Coolant loop adjustment reduced chamber temperature spread.
+39151,2024-05-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.212,False,Coolant loop adjustment reduced chamber temperature spread.
+39152,2024-05-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Machine idle period extended during planned sanitation window.
+39153,2024-05-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.188,False,Operator reported intermittent chatter on machine CNC-04.
+39154,2024-05-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.786,False,Humidity readings track seasonal rise across late spring.
+39155,2024-05-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.026,False,Supervisory alert generated after three consecutive threshold breaches.
+39156,2024-05-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.208,False,Humidity readings track seasonal rise across late spring.
+39157,2024-05-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.005,False,Anomaly review flagged possible bearing wear progression.
+39158,2024-05-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.31,False,Hydraulic line pressure oscillation detected under load.
+39159,2024-05-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.1,False,Packaging line stop reduced adjacent vibration background.
+39160,2024-05-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.093,False,Pressure line purge completed before restart authorization.
+39161,2024-05-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.436,False,Temperature variance narrowed after coolant nozzle cleaning.
+39162,2024-05-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.761,False,Thermal overshoot event coincided with recipe change on furnace.
+39163,2024-05-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.632,False,Packaging line stop reduced adjacent vibration background.
+39164,2024-05-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.835,False,Operator reset acknowledged after red-tag inspection.
+39165,2024-05-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.373,False,Quality hold reduced finishing booth activity for one shift.
+39166,2024-05-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.412,False,Machine idle period extended during planned sanitation window.
+39167,2024-05-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.869,False,Sensor battery health remains nominal after firmware update.
+39168,2024-05-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.131,False,Temporary gateway failover completed without data loss.
+39169,2024-05-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.701,False,Short-lived packet loss observed at edge gateway gw-02.
+39170,2024-05-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.017,False,Vibration baseline recovered after tool holder replacement.
+39171,2024-05-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.627,False,Hydraulic line pressure oscillation detected under load.
+39172,2024-05-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.468,False,Bearing temperature rising faster than baseline on spindle cell.
+39173,2024-05-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.641,False,Supervisory alert generated after three consecutive threshold breaches.
+39174,2024-05-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.946,False,Packaging line stop reduced adjacent vibration background.
+39175,2024-05-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.129,False,Operator reset acknowledged after red-tag inspection.
+39176,2024-05-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.767,False,Vibration burst exceeds envelope during tool change cycle.
+39177,2024-05-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Supervisory alert generated after three consecutive threshold breaches.
+39178,2024-05-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.88,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39179,2024-05-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.215,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39180,2024-05-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.476,False,Telemetry quality flag downgraded during sensor self-test window.
+39181,2024-05-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Maintenance scheduler deferred calibration due to spare shortage.
+39182,2024-05-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.91,False,Pressure settled back to nominal after valve reseat.
+39183,2024-05-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Machine throughput increase drove sustained pressure uplift.
+39184,2024-05-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.465,False,Short-lived packet loss observed at edge gateway gw-02.
+39185,2024-05-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.226,False,Night shift startup produced higher than normal vibration floor.
+39186,2024-05-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.937,False,Temperature variance narrowed after coolant nozzle cleaning.
+39187,2024-05-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Humidity baseline improved after seal replacement.
+39188,2024-05-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.468,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39189,2024-05-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.577,False,Maintenance crew confirmed lubrication interval was missed.
+39190,2024-05-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.612,False,Air handler maintenance reduced humidity variance on finishing line.
+39191,2024-05-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.123,False,Air handler maintenance reduced humidity variance on finishing line.
+39192,2024-05-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.09,False,Vibration baseline recovered after tool holder replacement.
+39193,2024-05-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Temperature variance narrowed after coolant nozzle cleaning.
+39194,2024-05-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.632,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39195,2024-05-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Condensation warning cleared after dehumidifier ramp-up.
+39196,2024-05-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.935,False,Quality hold reduced finishing booth activity for one shift.
+39197,2024-05-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.728,False,Calibration check overdue by 11 days for press-line transducer.
+39198,2024-05-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.905,False,Night shift startup produced higher than normal vibration floor.
+39199,2024-05-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.183,False,Temperature remained elevated during unscheduled overtime run.
+39200,2024-05-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.323,False,Pressure settled back to nominal after valve reseat.
+39201,2024-05-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.086,False,Hydraulic line pressure oscillation detected under load.
+39202,2024-05-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.527,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39203,2024-05-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39204,2024-05-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.007,False,Condensation warning cleared after dehumidifier ramp-up.
+39205,2024-05-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39206,2024-05-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.417,False,Packaging line stop reduced adjacent vibration background.
+39207,2024-05-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Short-lived packet loss observed at edge gateway gw-02.
+39208,2024-05-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.135,False,Thermal overshoot event coincided with recipe change on furnace.
+39209,2024-05-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.04,False,Bearing temperature rising faster than baseline on spindle cell.
+39210,2024-05-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.583,False,Vibration baseline recovered after tool holder replacement.
+39211,2024-05-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.435,False,Anomaly review flagged possible bearing wear progression.
+39212,2024-05-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.779,False,Unbalanced load introduced cyclical pressure ripple.
+39213,2024-05-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Humidity climbed during dock-door open period in afternoon shift.
+39214,2024-05-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.061,False,Night shift startup produced higher than normal vibration floor.
+39215,2024-05-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Packaging line stop reduced adjacent vibration background.
+39216,2024-05-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.816,False,Vibration baseline recovered after tool holder replacement.
+39217,2024-05-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.207,False,Humidity readings track seasonal rise across late spring.
+39218,2024-05-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.273,False,Dust extraction fan offline for 18 minutes on line finishing.
+39219,2024-05-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Quality hold reduced finishing booth activity for one shift.
+39220,2024-05-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.965,False,Operator reported intermittent chatter on machine CNC-04.
+39221,2024-05-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.352,False,Machine throughput increase drove sustained pressure uplift.
+39222,2024-05-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.064,False,Humidity excursion near finishing booth during coating run.
+39223,2024-05-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.028,False,Thermal overshoot event coincided with recipe change on furnace.
+39224,2024-05-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.616,False,Machine throughput increase drove sustained pressure uplift.
+39225,2024-05-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.913,False,Vibration harmonics broadened during extended production run.
+39226,2024-05-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.353,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39227,2024-05-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.364,False,Humidity excursion near finishing booth during coating run.
+39228,2024-05-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.163,False,Edge collector replayed buffered events after network recovery.
+39229,2024-05-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.403,False,Quality hold reduced finishing booth activity for one shift.
+39230,2024-05-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.348,False,Dust extraction fan offline for 18 minutes on line finishing.
+39231,2024-05-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.428,False,Calibration check overdue by 11 days for press-line transducer.
+39232,2024-05-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.232,False,Humidity readings track seasonal rise across late spring.
+39233,2024-05-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Thermal ramp exceeded expected warmup curve before shift start.
+39234,2024-05-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.911,False,Temporary gateway failover completed without data loss.
+39235,2024-05-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.859,False,Temporary gateway failover completed without data loss.
+39236,2024-05-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.743,False,Edge collector replayed buffered events after network recovery.
+39237,2024-05-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.565,False,Packaging line stop reduced adjacent vibration background.
+39238,2024-05-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.236,False,Dust extraction fan offline for 18 minutes on line finishing.
+39239,2024-05-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.799,False,Operator reported intermittent chatter on machine CNC-04.
+39240,2024-05-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,33.638,False,Pressure line purge completed before restart authorization.
+39241,2024-05-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39242,2024-05-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39243,2024-05-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39244,2024-05-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39245,2024-05-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.024,False,Thermal ramp exceeded expected warmup curve before shift start.
+39246,2024-05-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.82,False,Press cycle dwell time lengthened during high-volume batch.
+39247,2024-05-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.138,False,Quality hold reduced finishing booth activity for one shift.
+39248,2024-05-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.104,False,Temperature variance narrowed after coolant nozzle cleaning.
+39249,2024-05-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.92,False,Telemetry quality flag downgraded during sensor self-test window.
+39250,2024-05-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.476,False,Anomaly review flagged possible bearing wear progression.
+39251,2024-05-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Vibration baseline recovered after tool holder replacement.
+39252,2024-05-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.305,False,Transient outlier matched forklift impact near cabinet wall.
+39253,2024-05-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.074,False,Machine idle period extended during planned sanitation window.
+39254,2024-05-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.425,False,Sensor signal clipping observed during startup surge.
+39255,2024-05-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.907,False,Sensor enclosure opened for manual calibration verification.
+39256,2024-05-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.124,False,Sensor heartbeat delayed by one interval after gateway retry.
+39257,2024-05-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.616,False,Dust extraction fan offline for 18 minutes on line finishing.
+39258,2024-05-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.662,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39259,2024-05-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Calibration check overdue by 11 days for press-line transducer.
+39260,2024-05-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.621,False,Maintenance note logged for coupling imbalance inspection.
+39261,2024-05-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Operator reported intermittent chatter on machine CNC-04.
+39262,2024-05-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.349,False,Unbalanced load introduced cyclical pressure ripple.
+39263,2024-05-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.213,False,Maintenance crew confirmed lubrication interval was missed.
+39264,2024-05-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39265,2024-05-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Supervisory alert generated after three consecutive threshold breaches.
+39266,2024-05-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.563,False,Air handler maintenance reduced humidity variance on finishing line.
+39267,2024-05-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.298,False,Pressure peak corresponds to oversized billet batch processing.
+39268,2024-05-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.622,False,Edge collector replayed buffered events after network recovery.
+39269,2024-05-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.091,False,Condensation warning cleared after dehumidifier ramp-up.
+39270,2024-05-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.13,False,Maintenance scheduler deferred calibration due to spare shortage.
+39271,2024-05-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.497,False,Humidity baseline improved after seal replacement.
+39272,2024-05-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.81,False,Pressure settled back to nominal after valve reseat.
+39273,2024-05-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Temporary gateway failover completed without data loss.
+39274,2024-05-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.271,False,Temperature variance narrowed after coolant nozzle cleaning.
+39275,2024-05-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.452,False,Hydraulic line pressure oscillation detected under load.
+39276,2024-05-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.292,False,Vibration burst exceeds envelope during tool change cycle.
+39277,2024-05-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.993,False,Humidity excursion near finishing booth during coating run.
+39278,2024-05-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.917,False,Thermal ramp exceeded expected warmup curve before shift start.
+39279,2024-05-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39280,2024-05-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.838,False,Humidity climbed during dock-door open period in afternoon shift.
+39281,2024-05-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Maintenance crew confirmed lubrication interval was missed.
+39282,2024-05-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.109,False,Calibration check overdue by 11 days for press-line transducer.
+39283,2024-05-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.349,False,Temporary gateway failover completed without data loss.
+39284,2024-05-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.819,False,Sensor signal clipping observed during startup surge.
+39285,2024-05-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Sensor heartbeat delayed by one interval after gateway retry.
+39286,2024-05-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.712,False,Maintenance crew confirmed lubrication interval was missed.
+39287,2024-05-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.247,False,Pressure line purge completed before restart authorization.
+39288,2024-05-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.146,False,Vibration burst exceeds envelope during tool change cycle.
+39289,2024-05-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.341,False,Sensor signal clipping observed during startup surge.
+39290,2024-05-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.453,False,Sensor heartbeat delayed by one interval after gateway retry.
+39291,2024-05-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.032,False,Telemetry quality flag downgraded during sensor self-test window.
+39292,2024-05-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39293,2024-05-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.742,False,Humidity readings track seasonal rise across late spring.
+39294,2024-05-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.837,False,Sensor signal clipping observed during startup surge.
+39295,2024-05-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.318,False,Sensor enclosure opened for manual calibration verification.
+39296,2024-05-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.36,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39297,2024-05-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Humidity climbed during dock-door open period in afternoon shift.
+39298,2024-05-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.215,False,Temperature variance narrowed after coolant nozzle cleaning.
+39299,2024-05-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.333,False,Press cycle dwell time lengthened during high-volume batch.
+39300,2024-05-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.004,False,Air handler maintenance reduced humidity variance on finishing line.
+39301,2024-05-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.553,False,Press cycle dwell time lengthened during high-volume batch.
+39302,2024-05-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.939,False,Condensation warning cleared after dehumidifier ramp-up.
+39303,2024-05-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,Operator reported intermittent chatter on machine CNC-04.
+39304,2024-05-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.322,False,Calibration check overdue by 11 days for press-line transducer.
+39305,2024-05-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.386,False,Pressure line purge completed before restart authorization.
+39306,2024-05-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.362,False,Supervisory alert generated after three consecutive threshold breaches.
+39307,2024-05-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.607,False,Supervisory alert generated after three consecutive threshold breaches.
+39308,2024-05-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.205,False,Pressure settled back to nominal after valve reseat.
+39309,2024-05-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Reliability engineer tagged sample window for model retraining.
+39310,2024-05-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.774,False,Vibration burst exceeds envelope during tool change cycle.
+39311,2024-05-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Operator reported intermittent chatter on machine CNC-04.
+39312,2024-05-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.767,False,Calibration check overdue by 11 days for press-line transducer.
+39313,2024-05-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Vibration harmonics broadened during extended production run.
+39314,2024-05-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Vibration burst exceeds envelope during tool change cycle.
+39315,2024-05-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Machine throughput increase drove sustained pressure uplift.
+39316,2024-05-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.037,False,Reliability engineer tagged sample window for model retraining.
+39317,2024-05-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Bearing temperature rising faster than baseline on spindle cell.
+39318,2024-05-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.942,False,Maintenance scheduler deferred calibration due to spare shortage.
+39319,2024-05-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Sensor enclosure opened for manual calibration verification.
+39320,2024-05-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.502,False,Transient outlier matched forklift impact near cabinet wall.
+39321,2024-05-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Thermal ramp exceeded expected warmup curve before shift start.
+39322,2024-05-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.826,False,Pressure peak corresponds to oversized billet batch processing.
+39323,2024-05-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.418,False,Condensation warning cleared after dehumidifier ramp-up.
+39324,2024-05-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.645,False,Humidity climbed during dock-door open period in afternoon shift.
+39325,2024-05-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.041,False,Vibration baseline recovered after tool holder replacement.
+39326,2024-05-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.083,False,Pressure peak corresponds to oversized billet batch processing.
+39327,2024-05-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.596,False,SCADA backfill inserted two delayed telemetry points.
+39328,2024-05-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.053,False,Pressure peak corresponds to oversized billet batch processing.
+39329,2024-05-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Maintenance scheduler deferred calibration due to spare shortage.
+39330,2024-05-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.75,False,Vibration burst exceeds envelope during tool change cycle.
+39331,2024-05-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Thermal overshoot event coincided with recipe change on furnace.
+39332,2024-05-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.756,False,Temperature remained elevated during unscheduled overtime run.
+39333,2024-05-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.901,False,Supervisory alert generated after three consecutive threshold breaches.
+39334,2024-05-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.312,False,Machine idle period extended during planned sanitation window.
+39335,2024-05-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.777,False,Vibration baseline recovered after tool holder replacement.
+39336,2024-05-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.737,False,Pressure peak corresponds to oversized billet batch processing.
+39337,2024-05-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.976,False,Thermal overshoot event coincided with recipe change on furnace.
+39338,2024-05-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.845,False,Shift handoff note referenced unusual noise near press enclosure.
+39339,2024-05-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.424,False,Pressure line purge completed before restart authorization.
+39340,2024-05-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.479,False,Anomaly review flagged possible bearing wear progression.
+39341,2024-05-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Operator reported intermittent chatter on machine CNC-04.
+39342,2024-05-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.902,False,Press cycle dwell time lengthened during high-volume batch.
+39343,2024-05-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.942,False,Night shift startup produced higher than normal vibration floor.
+39344,2024-05-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.863,False,Thermal overshoot event coincided with recipe change on furnace.
+39345,2024-05-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Humidity readings track seasonal rise across late spring.
+39346,2024-05-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.109,False,Vibration harmonics broadened during extended production run.
+39347,2024-05-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.536,False,Machine idle period extended during planned sanitation window.
+39348,2024-05-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.967,False,Edge collector replayed buffered events after network recovery.
+39349,2024-05-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39350,2024-05-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.206,False,Thermal ramp exceeded expected warmup curve before shift start.
+39351,2024-05-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.326,False,Sensor battery health remains nominal after firmware update.
+39352,2024-05-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.717,False,Calibration check overdue by 11 days for press-line transducer.
+39353,2024-05-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39354,2024-05-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.116,False,Packaging line stop reduced adjacent vibration background.
+39355,2024-05-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.049,False,Pressure settled back to nominal after valve reseat.
+39356,2024-05-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.771,False,SCADA backfill inserted two delayed telemetry points.
+39357,2024-05-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.885,False,Coolant loop adjustment reduced chamber temperature spread.
+39358,2024-05-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.708,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39359,2024-05-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Quality hold reduced finishing booth activity for one shift.
+39360,2024-05-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.471,False,Dust extraction fan offline for 18 minutes on line finishing.
+39361,2024-05-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Coolant loop adjustment reduced chamber temperature spread.
+39362,2024-05-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.855,False,Calibration check overdue by 11 days for press-line transducer.
+39363,2024-05-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.952,False,Vibration baseline recovered after tool holder replacement.
+39364,2024-05-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.27,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39365,2024-05-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Thermal ramp exceeded expected warmup curve before shift start.
+39366,2024-05-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.411,False,Packaging line stop reduced adjacent vibration background.
+39367,2024-05-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.674,False,Sensor signal clipping observed during startup surge.
+39368,2024-05-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.718,False,Humidity climbed during dock-door open period in afternoon shift.
+39369,2024-05-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Short-lived packet loss observed at edge gateway gw-02.
+39370,2024-05-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.859,False,Air handler maintenance reduced humidity variance on finishing line.
+39371,2024-05-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Machine throughput increase drove sustained pressure uplift.
+39372,2024-05-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.403,False,Temperature variance narrowed after coolant nozzle cleaning.
+39373,2024-05-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.61,False,Quality hold reduced finishing booth activity for one shift.
+39374,2024-05-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.217,False,Condensation warning cleared after dehumidifier ramp-up.
+39375,2024-05-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.512,False,Packaging line stop reduced adjacent vibration background.
+39376,2024-05-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.303,False,Operator reported intermittent chatter on machine CNC-04.
+39377,2024-05-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Night shift startup produced higher than normal vibration floor.
+39378,2024-05-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.499,False,Operator reported intermittent chatter on machine CNC-04.
+39379,2024-05-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Packaging line stop reduced adjacent vibration background.
+39380,2024-05-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.17,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39381,2024-05-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.096,False,Vibration baseline recovered after tool holder replacement.
+39382,2024-05-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.608,False,Maintenance scheduler deferred calibration due to spare shortage.
+39383,2024-05-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.908,False,Temperature remained elevated during unscheduled overtime run.
+39384,2024-05-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39385,2024-05-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39386,2024-05-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.458,False,Humidity baseline improved after seal replacement.
+39387,2024-05-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Sensor signal clipping observed during startup surge.
+39388,2024-05-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.434,False,Quality hold reduced finishing booth activity for one shift.
+39389,2024-05-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.173,False,SCADA backfill inserted two delayed telemetry points.
+39390,2024-05-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.751,False,Calibration check overdue by 11 days for press-line transducer.
+39391,2024-05-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Dust extraction fan offline for 18 minutes on line finishing.
+39392,2024-05-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.635,False,Pressure peak corresponds to oversized billet batch processing.
+39393,2024-05-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Maintenance scheduler deferred calibration due to spare shortage.
+39394,2024-05-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.874,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39395,2024-05-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.411,False,Humidity excursion near finishing booth during coating run.
+39396,2024-05-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.904,False,Edge collector replayed buffered events after network recovery.
+39397,2024-05-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Anomaly review flagged possible bearing wear progression.
+39398,2024-05-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.599,False,Supervisory alert generated after three consecutive threshold breaches.
+39399,2024-05-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.567,False,Transient outlier matched forklift impact near cabinet wall.
+39400,2024-05-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.256,False,Machine throughput increase drove sustained pressure uplift.
+39401,2024-05-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39402,2024-05-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.402,False,Warning threshold updated for pilot predictive-maintenance model.
+39403,2024-05-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.627,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39404,2024-05-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.795,False,Humidity readings track seasonal rise across late spring.
+39405,2024-05-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Telemetry quality flag downgraded during sensor self-test window.
+39406,2024-05-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.999,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39407,2024-05-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.262,False,Quality hold reduced finishing booth activity for one shift.
+39408,2024-05-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.978,False,Vibration burst exceeds envelope during tool change cycle.
+39409,2024-05-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Vibration burst exceeds envelope during tool change cycle.
+39410,2024-05-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.271,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39411,2024-05-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.042,False,Thermal ramp exceeded expected warmup curve before shift start.
+39412,2024-05-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.921,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39413,2024-05-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Thermal ramp exceeded expected warmup curve before shift start.
+39414,2024-05-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.595,False,Calibration check overdue by 11 days for press-line transducer.
+39415,2024-05-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.357,False,Vibration burst exceeds envelope during tool change cycle.
+39416,2024-05-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Maintenance note logged for coupling imbalance inspection.
+39417,2024-05-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Sensor battery health remains nominal after firmware update.
+39418,2024-05-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.913,False,Sensor battery health remains nominal after firmware update.
+39419,2024-05-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.578,False,Anomaly review flagged possible bearing wear progression.
+39420,2024-05-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.662,False,Humidity excursion near finishing booth during coating run.
+39421,2024-05-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Pressure settled back to nominal after valve reseat.
+39422,2024-05-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.386,False,Machine idle period extended during planned sanitation window.
+39423,2024-05-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.487,False,Machine throughput increase drove sustained pressure uplift.
+39424,2024-05-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.343,False,SCADA backfill inserted two delayed telemetry points.
+39425,2024-05-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Coolant loop adjustment reduced chamber temperature spread.
+39426,2024-05-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.29,False,Supervisory alert generated after three consecutive threshold breaches.
+39427,2024-05-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.862,False,Temporary gateway failover completed without data loss.
+39428,2024-05-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.61,False,Vibration baseline recovered after tool holder replacement.
+39429,2024-05-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Anomaly review flagged possible bearing wear progression.
+39430,2024-05-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.103,False,Machine idle period extended during planned sanitation window.
+39431,2024-05-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.903,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39432,2024-05-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.776,False,Humidity excursion near finishing booth during coating run.
+39433,2024-05-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.145,False,Humidity climbed during dock-door open period in afternoon shift.
+39434,2024-05-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.825,False,Quality team requested trace review for lot 24-118B.
+39435,2024-05-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.601,False,Machine throughput increase drove sustained pressure uplift.
+39436,2024-05-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.661,False,Vibration baseline recovered after tool holder replacement.
+39437,2024-05-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Maintenance note logged for coupling imbalance inspection.
+39438,2024-05-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.267,False,Warning threshold updated for pilot predictive-maintenance model.
+39439,2024-05-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.418,False,Calibration check overdue by 11 days for press-line transducer.
+39440,2024-05-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.872,False,Hydraulic line pressure oscillation detected under load.
+39441,2024-05-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.321,False,Edge collector replayed buffered events after network recovery.
+39442,2024-05-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.804,False,Machine idle period extended during planned sanitation window.
+39443,2024-05-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.1,False,Operator reset acknowledged after red-tag inspection.
+39444,2024-05-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.611,False,Short-lived packet loss observed at edge gateway gw-02.
+39445,2024-05-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Temporary gateway failover completed without data loss.
+39446,2024-05-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.574,False,Operator reported intermittent chatter on machine CNC-04.
+39447,2024-05-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Supervisory alert generated after three consecutive threshold breaches.
+39448,2024-05-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.404,False,Humidity readings track seasonal rise across late spring.
+39449,2024-05-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39450,2024-05-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.367,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39451,2024-05-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.622,False,Press cycle dwell time lengthened during high-volume batch.
+39452,2024-05-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.829,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39453,2024-05-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.119,False,Maintenance scheduler deferred calibration due to spare shortage.
+39454,2024-05-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.759,False,Sensor enclosure opened for manual calibration verification.
+39455,2024-05-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.436,False,Packaging line stop reduced adjacent vibration background.
+39456,2024-05-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.515,False,Quality team requested trace review for lot 24-118B.
+39457,2024-05-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Quality hold reduced finishing booth activity for one shift.
+39458,2024-05-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.372,False,Humidity readings track seasonal rise across late spring.
+39459,2024-05-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Bearing temperature rising faster than baseline on spindle cell.
+39460,2024-05-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.745,False,Humidity baseline improved after seal replacement.
+39461,2024-05-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Humidity climbed during dock-door open period in afternoon shift.
+39462,2024-05-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.931,False,Vibration burst exceeds envelope during tool change cycle.
+39463,2024-05-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.721,False,Air handler maintenance reduced humidity variance on finishing line.
+39464,2024-05-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.042,False,Thermal overshoot event coincided with recipe change on furnace.
+39465,2024-05-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Pressure settled back to nominal after valve reseat.
+39466,2024-05-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.925,False,Humidity excursion near finishing booth during coating run.
+39467,2024-05-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.769,False,Maintenance note logged for coupling imbalance inspection.
+39468,2024-05-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.687,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39469,2024-05-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Supervisory alert generated after three consecutive threshold breaches.
+39470,2024-05-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.016,False,Sensor signal clipping observed during startup surge.
+39471,2024-05-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.148,False,Coolant loop adjustment reduced chamber temperature spread.
+39472,2024-05-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.2,False,Transient outlier matched forklift impact near cabinet wall.
+39473,2024-05-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Humidity readings track seasonal rise across late spring.
+39474,2024-05-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.673,False,Maintenance crew confirmed lubrication interval was missed.
+39475,2024-05-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.824,False,Humidity climbed during dock-door open period in afternoon shift.
+39476,2024-05-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.409,False,Maintenance note logged for coupling imbalance inspection.
+39477,2024-05-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Sensor signal clipping observed during startup surge.
+39478,2024-05-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,61.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39479,2024-05-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.231,False,Temperature remained elevated during unscheduled overtime run.
+39480,2024-05-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.72,False,Temporary gateway failover completed without data loss.
+39481,2024-05-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.446,False,Thermal overshoot event coincided with recipe change on furnace.
+39482,2024-05-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.193,False,Transient outlier matched forklift impact near cabinet wall.
+39483,2024-05-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.696,False,Night shift startup produced higher than normal vibration floor.
+39484,2024-05-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.534,False,Quality team requested trace review for lot 24-118B.
+39485,2024-05-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.019,False,Operator reset acknowledged after red-tag inspection.
+39486,2024-05-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.267,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39487,2024-05-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.671,False,Anomaly review flagged possible bearing wear progression.
+39488,2024-05-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.232,False,Supervisory alert generated after three consecutive threshold breaches.
+39489,2024-05-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Edge collector replayed buffered events after network recovery.
+39490,2024-05-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.117,False,Hydraulic line pressure oscillation detected under load.
+39491,2024-05-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Edge collector replayed buffered events after network recovery.
+39492,2024-05-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.867,False,Supervisory alert generated after three consecutive threshold breaches.
+39493,2024-05-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39494,2024-05-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.626,False,Shift handoff note referenced unusual noise near press enclosure.
+39495,2024-05-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.93,False,Maintenance scheduler deferred calibration due to spare shortage.
+39496,2024-05-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.257,False,Machine throughput increase drove sustained pressure uplift.
+39497,2024-05-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.18,False,Humidity excursion near finishing booth during coating run.
+39498,2024-05-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.757,False,Pressure line purge completed before restart authorization.
+39499,2024-05-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.956,False,Maintenance crew confirmed lubrication interval was missed.
+39500,2024-05-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.085,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39501,2024-05-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.814,False,Air handler maintenance reduced humidity variance on finishing line.
+39502,2024-05-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.768,False,Temporary gateway failover completed without data loss.
+39503,2024-05-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.267,False,Maintenance note logged for coupling imbalance inspection.
+39504,2024-05-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.937,False,Operator reset acknowledged after red-tag inspection.
+39505,2024-05-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.578,False,Humidity climbed during dock-door open period in afternoon shift.
+39506,2024-05-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.82,False,Hydraulic line pressure oscillation detected under load.
+39507,2024-05-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.698,False,Temperature remained elevated during unscheduled overtime run.
+39508,2024-05-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.135,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39509,2024-05-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Maintenance crew confirmed lubrication interval was missed.
+39510,2024-05-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Air handler maintenance reduced humidity variance on finishing line.
+39511,2024-05-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.729,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39512,2024-05-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.865,False,Vibration harmonics broadened during extended production run.
+39513,2024-05-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.967,False,Pressure peak corresponds to oversized billet batch processing.
+39514,2024-05-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.371,False,Condensation warning cleared after dehumidifier ramp-up.
+39515,2024-05-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.31,False,Coolant loop adjustment reduced chamber temperature spread.
+39516,2024-05-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.965,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39517,2024-05-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Condensation warning cleared after dehumidifier ramp-up.
+39518,2024-05-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.28,False,Coolant loop adjustment reduced chamber temperature spread.
+39519,2024-05-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Pressure peak corresponds to oversized billet batch processing.
+39520,2024-05-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.074,False,Sensor signal clipping observed during startup surge.
+39521,2024-05-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Thermal overshoot event coincided with recipe change on furnace.
+39522,2024-05-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.592,False,Humidity climbed during dock-door open period in afternoon shift.
+39523,2024-05-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Maintenance crew confirmed lubrication interval was missed.
+39524,2024-05-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.173,False,Thermal overshoot event coincided with recipe change on furnace.
+39525,2024-05-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39526,2024-05-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.36,False,Short-lived packet loss observed at edge gateway gw-02.
+39527,2024-05-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Calibration check overdue by 11 days for press-line transducer.
+39528,2024-05-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.737,False,Operator reset acknowledged after red-tag inspection.
+39529,2024-05-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.501,False,Night shift startup produced higher than normal vibration floor.
+39530,2024-05-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.651,False,Maintenance scheduler deferred calibration due to spare shortage.
+39531,2024-05-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.348,False,Maintenance scheduler deferred calibration due to spare shortage.
+39532,2024-05-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.131,False,Hydraulic line pressure oscillation detected under load.
+39533,2024-05-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.636,False,Machine idle period extended during planned sanitation window.
+39534,2024-05-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.038,False,Air handler maintenance reduced humidity variance on finishing line.
+39535,2024-05-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.809,False,Dust extraction fan offline for 18 minutes on line finishing.
+39536,2024-05-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.81,False,Machine idle period extended during planned sanitation window.
+39537,2024-05-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.831,False,Supervisory alert generated after three consecutive threshold breaches.
+39538,2024-05-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.841,False,Vibration baseline recovered after tool holder replacement.
+39539,2024-05-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.006,False,Vibration baseline recovered after tool holder replacement.
+39540,2024-05-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.221,False,Machine throughput increase drove sustained pressure uplift.
+39541,2024-05-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Night shift startup produced higher than normal vibration floor.
+39542,2024-05-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.422,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39543,2024-05-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.203,False,Condensation warning cleared after dehumidifier ramp-up.
+39544,2024-05-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.641,False,Pressure settled back to nominal after valve reseat.
+39545,2024-05-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39546,2024-05-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.224,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39547,2024-05-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Edge collector replayed buffered events after network recovery.
+39548,2024-05-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.83,False,Machine throughput increase drove sustained pressure uplift.
+39549,2024-05-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Condensation warning cleared after dehumidifier ramp-up.
+39550,2024-05-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.261,False,Humidity excursion near finishing booth during coating run.
+39551,2024-05-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Reliability engineer tagged sample window for model retraining.
+39552,2024-05-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.549,False,Temperature variance narrowed after coolant nozzle cleaning.
+39553,2024-05-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Quality hold reduced finishing booth activity for one shift.
+39554,2024-05-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.539,False,Hydraulic line pressure oscillation detected under load.
+39555,2024-05-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Vibration baseline recovered after tool holder replacement.
+39556,2024-05-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.709,False,Short-lived packet loss observed at edge gateway gw-02.
+39557,2024-05-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Thermal ramp exceeded expected warmup curve before shift start.
+39558,2024-05-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.094,False,Air handler maintenance reduced humidity variance on finishing line.
+39559,2024-05-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.819,False,Supervisory alert generated after three consecutive threshold breaches.
+39560,2024-05-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.905,False,Thermal overshoot event coincided with recipe change on furnace.
+39561,2024-05-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.61,False,Temporary gateway failover completed without data loss.
+39562,2024-05-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.905,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39563,2024-05-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Supervisory alert generated after three consecutive threshold breaches.
+39564,2024-05-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.904,False,Dust extraction fan offline for 18 minutes on line finishing.
+39565,2024-05-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Maintenance crew confirmed lubrication interval was missed.
+39566,2024-05-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.205,False,SCADA backfill inserted two delayed telemetry points.
+39567,2024-05-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.755,False,Coolant loop adjustment reduced chamber temperature spread.
+39568,2024-05-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.557,False,Night shift startup produced higher than normal vibration floor.
+39569,2024-05-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.557,False,Shift handoff note referenced unusual noise near press enclosure.
+39570,2024-05-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.44,False,Edge collector replayed buffered events after network recovery.
+39571,2024-05-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Dust extraction fan offline for 18 minutes on line finishing.
+39572,2024-05-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.584,False,Packaging line stop reduced adjacent vibration background.
+39573,2024-05-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Humidity baseline improved after seal replacement.
+39574,2024-05-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.237,False,Maintenance note logged for coupling imbalance inspection.
+39575,2024-05-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Telemetry quality flag downgraded during sensor self-test window.
+39576,2024-05-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.013,False,Pressure settled back to nominal after valve reseat.
+39577,2024-05-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Quality hold reduced finishing booth activity for one shift.
+39578,2024-05-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.124,False,Shift handoff note referenced unusual noise near press enclosure.
+39579,2024-05-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.227,False,Hydraulic line pressure oscillation detected under load.
+39580,2024-05-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.017,False,Maintenance scheduler deferred calibration due to spare shortage.
+39581,2024-05-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Vibration harmonics broadened during extended production run.
+39582,2024-05-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.813,False,Pressure peak corresponds to oversized billet batch processing.
+39583,2024-05-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Thermal overshoot event coincided with recipe change on furnace.
+39584,2024-05-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.445,False,Machine idle period extended during planned sanitation window.
+39585,2024-05-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.155,False,Shift handoff note referenced unusual noise near press enclosure.
+39586,2024-05-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.549,False,Machine throughput increase drove sustained pressure uplift.
+39587,2024-05-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.904,False,Thermal ramp exceeded expected warmup curve before shift start.
+39588,2024-05-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.732,False,Maintenance note logged for coupling imbalance inspection.
+39589,2024-05-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.396,False,Humidity climbed during dock-door open period in afternoon shift.
+39590,2024-05-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.613,False,Maintenance scheduler deferred calibration due to spare shortage.
+39591,2024-05-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.651,False,Condensation warning cleared after dehumidifier ramp-up.
+39592,2024-05-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.318,False,Shift handoff note referenced unusual noise near press enclosure.
+39593,2024-05-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Sensor battery health remains nominal after firmware update.
+39594,2024-05-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.138,False,Sensor signal clipping observed during startup surge.
+39595,2024-05-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Hydraulic line pressure oscillation detected under load.
+39596,2024-05-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.303,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39597,2024-05-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.472,False,Bearing temperature rising faster than baseline on spindle cell.
+39598,2024-05-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.977,False,Sensor heartbeat delayed by one interval after gateway retry.
+39599,2024-05-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Dust extraction fan offline for 18 minutes on line finishing.
+39600,2024-05-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.093,False,Maintenance crew confirmed lubrication interval was missed.
+39601,2024-05-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Operator reset acknowledged after red-tag inspection.
+39602,2024-05-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39603,2024-05-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.2,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39604,2024-05-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39605,2024-05-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Coolant loop adjustment reduced chamber temperature spread.
+39606,2024-05-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.611,False,Thermal overshoot event coincided with recipe change on furnace.
+39607,2024-05-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Maintenance note logged for coupling imbalance inspection.
+39608,2024-05-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.132,False,Temporary gateway failover completed without data loss.
+39609,2024-05-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.095,False,Operator reset acknowledged after red-tag inspection.
+39610,2024-05-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.829,False,Sensor enclosure opened for manual calibration verification.
+39611,2024-05-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.559,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39612,2024-05-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.647,False,Condensation warning cleared after dehumidifier ramp-up.
+39613,2024-05-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.099,False,Temperature remained elevated during unscheduled overtime run.
+39614,2024-05-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.685,False,Machine idle period extended during planned sanitation window.
+39615,2024-05-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.667,False,Pressure line purge completed before restart authorization.
+39616,2024-05-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.937,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39617,2024-05-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.755,False,SCADA backfill inserted two delayed telemetry points.
+39618,2024-05-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.747,False,Operator reported intermittent chatter on machine CNC-04.
+39619,2024-05-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.851,False,Pressure peak corresponds to oversized billet batch processing.
+39620,2024-05-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.018,False,Calibration check overdue by 11 days for press-line transducer.
+39621,2024-05-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.545,False,Shift handoff note referenced unusual noise near press enclosure.
+39622,2024-05-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.649,False,Humidity readings track seasonal rise across late spring.
+39623,2024-05-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39624,2024-05-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.034,False,Anomaly review flagged possible bearing wear progression.
+39625,2024-05-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Operator reset acknowledged after red-tag inspection.
+39626,2024-05-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39627,2024-05-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.09,False,Maintenance scheduler deferred calibration due to spare shortage.
+39628,2024-05-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.003,False,Vibration burst exceeds envelope during tool change cycle.
+39629,2024-05-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Temperature variance narrowed after coolant nozzle cleaning.
+39630,2024-05-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39631,2024-05-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.108,False,Maintenance scheduler deferred calibration due to spare shortage.
+39632,2024-05-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.312,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39633,2024-05-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Sensor enclosure opened for manual calibration verification.
+39634,2024-05-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.365,False,Pressure settled back to nominal after valve reseat.
+39635,2024-05-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.401,False,Pressure line purge completed before restart authorization.
+39636,2024-05-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.395,False,Dust extraction fan offline for 18 minutes on line finishing.
+39637,2024-05-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Calibration check overdue by 11 days for press-line transducer.
+39638,2024-05-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.675,False,Warning threshold updated for pilot predictive-maintenance model.
+39639,2024-05-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.944,False,Humidity readings track seasonal rise across late spring.
+39640,2024-05-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.989,False,Operator reported intermittent chatter on machine CNC-04.
+39641,2024-05-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.217,False,Temperature variance narrowed after coolant nozzle cleaning.
+39642,2024-05-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.58,False,Sensor signal clipping observed during startup surge.
+39643,2024-05-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Humidity excursion near finishing booth during coating run.
+39644,2024-05-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.402,False,Hydraulic line pressure oscillation detected under load.
+39645,2024-05-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.329,False,Press cycle dwell time lengthened during high-volume batch.
+39646,2024-05-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,60.05,False,Unbalanced load introduced cyclical pressure ripple.
+39647,2024-05-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.964,False,Hydraulic line pressure oscillation detected under load.
+39648,2024-05-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.598,False,Vibration burst exceeds envelope during tool change cycle.
+39649,2024-05-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.95,False,Night shift startup produced higher than normal vibration floor.
+39650,2024-05-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.285,False,Sensor heartbeat delayed by one interval after gateway retry.
+39651,2024-05-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.577,False,Sensor heartbeat delayed by one interval after gateway retry.
+39652,2024-05-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.214,False,Sensor heartbeat delayed by one interval after gateway retry.
+39653,2024-05-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.247,False,Sensor enclosure opened for manual calibration verification.
+39654,2024-05-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.599,False,Reliability engineer tagged sample window for model retraining.
+39655,2024-05-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.574,False,Air handler maintenance reduced humidity variance on finishing line.
+39656,2024-05-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.436,False,Sensor battery health remains nominal after firmware update.
+39657,2024-05-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Humidity climbed during dock-door open period in afternoon shift.
+39658,2024-05-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.608,False,Shift handoff note referenced unusual noise near press enclosure.
+39659,2024-05-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.507,False,Humidity readings track seasonal rise across late spring.
+39660,2024-05-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.45,False,Pressure settled back to nominal after valve reseat.
+39661,2024-05-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.206,False,Humidity baseline improved after seal replacement.
+39662,2024-05-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.564,False,Condensation warning cleared after dehumidifier ramp-up.
+39663,2024-05-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.22,False,Edge collector replayed buffered events after network recovery.
+39664,2024-05-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.078,False,Temporary gateway failover completed without data loss.
+39665,2024-05-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.162,False,Calibration check overdue by 11 days for press-line transducer.
+39666,2024-05-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Operator reset acknowledged after red-tag inspection.
+39667,2024-05-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.655,False,Temperature variance narrowed after coolant nozzle cleaning.
+39668,2024-05-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.638,False,Sensor battery health remains nominal after firmware update.
+39669,2024-05-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.946,False,Maintenance crew confirmed lubrication interval was missed.
+39670,2024-05-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.103,False,Condensation warning cleared after dehumidifier ramp-up.
+39671,2024-05-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39672,2024-05-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.308,False,Quality hold reduced finishing booth activity for one shift.
+39673,2024-05-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.747,False,Maintenance note logged for coupling imbalance inspection.
+39674,2024-05-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.55,False,Maintenance scheduler deferred calibration due to spare shortage.
+39675,2024-05-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.578,False,Quality hold reduced finishing booth activity for one shift.
+39676,2024-05-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.957,False,Telemetry quality flag downgraded during sensor self-test window.
+39677,2024-05-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.125,False,Humidity excursion near finishing booth during coating run.
+39678,2024-05-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.125,False,Press cycle dwell time lengthened during high-volume batch.
+39679,2024-05-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Maintenance note logged for coupling imbalance inspection.
+39680,2024-05-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.599,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39681,2024-05-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.517,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39682,2024-05-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.974,False,Maintenance note logged for coupling imbalance inspection.
+39683,2024-05-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Operator reset acknowledged after red-tag inspection.
+39684,2024-05-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.613,False,Short-lived packet loss observed at edge gateway gw-02.
+39685,2024-05-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.654,False,Maintenance scheduler deferred calibration due to spare shortage.
+39686,2024-05-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.779,False,Sensor signal clipping observed during startup surge.
+39687,2024-05-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Quality team requested trace review for lot 24-118B.
+39688,2024-05-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.877,False,Humidity excursion near finishing booth during coating run.
+39689,2024-05-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Night shift startup produced higher than normal vibration floor.
+39690,2024-05-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.027,False,Operator reported intermittent chatter on machine CNC-04.
+39691,2024-05-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.935,False,Vibration harmonics broadened during extended production run.
+39692,2024-05-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.147,False,Vibration baseline recovered after tool holder replacement.
+39693,2024-05-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39694,2024-05-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.994,False,Temperature remained elevated during unscheduled overtime run.
+39695,2024-05-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Shift handoff note referenced unusual noise near press enclosure.
+39696,2024-05-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.155,False,Anomaly review flagged possible bearing wear progression.
+39697,2024-05-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Hydraulic line pressure oscillation detected under load.
+39698,2024-05-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.66,False,Pressure settled back to nominal after valve reseat.
+39699,2024-05-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.419,False,SCADA backfill inserted two delayed telemetry points.
+39700,2024-05-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.093,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39701,2024-05-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,SCADA backfill inserted two delayed telemetry points.
+39702,2024-05-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.443,False,Thermal overshoot event coincided with recipe change on furnace.
+39703,2024-05-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.683,False,Machine idle period extended during planned sanitation window.
+39704,2024-05-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.209,False,Machine idle period extended during planned sanitation window.
+39705,2024-05-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Maintenance scheduler deferred calibration due to spare shortage.
+39706,2024-05-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.124,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39707,2024-05-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.267,False,Packaging line stop reduced adjacent vibration background.
+39708,2024-05-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.253,False,Temperature variance narrowed after coolant nozzle cleaning.
+39709,2024-05-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.072,False,Supervisory alert generated after three consecutive threshold breaches.
+39710,2024-05-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.326,False,Humidity baseline improved after seal replacement.
+39711,2024-05-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.413,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39712,2024-05-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.351,False,Operator reported intermittent chatter on machine CNC-04.
+39713,2024-05-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Quality team requested trace review for lot 24-118B.
+39714,2024-05-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.598,False,Reliability engineer tagged sample window for model retraining.
+39715,2024-05-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.011,False,Thermal ramp exceeded expected warmup curve before shift start.
+39716,2024-05-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.372,False,Dust extraction fan offline for 18 minutes on line finishing.
+39717,2024-05-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.446,False,Temperature remained elevated during unscheduled overtime run.
+39718,2024-05-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.456,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39719,2024-05-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Operator reset acknowledged after red-tag inspection.
+39720,2024-05-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.917,False,Machine throughput increase drove sustained pressure uplift.
+39721,2024-05-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Humidity excursion near finishing booth during coating run.
+39722,2024-05-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.874,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39723,2024-05-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39724,2024-05-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.235,False,Machine idle period extended during planned sanitation window.
+39725,2024-05-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39726,2024-05-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.699,False,Machine idle period extended during planned sanitation window.
+39727,2024-05-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Thermal overshoot event coincided with recipe change on furnace.
+39728,2024-05-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.336,False,Humidity readings track seasonal rise across late spring.
+39729,2024-05-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.613,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39730,2024-05-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.748,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39731,2024-05-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Pressure peak corresponds to oversized billet batch processing.
+39732,2024-05-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.663,False,Operator reset acknowledged after red-tag inspection.
+39733,2024-05-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Pressure settled back to nominal after valve reseat.
+39734,2024-05-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.407,False,Temperature variance narrowed after coolant nozzle cleaning.
+39735,2024-05-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.023,False,Humidity excursion near finishing booth during coating run.
+39736,2024-05-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.332,False,Humidity excursion near finishing booth during coating run.
+39737,2024-05-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.269,False,Humidity baseline improved after seal replacement.
+39738,2024-05-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.151,False,Hydraulic line pressure oscillation detected under load.
+39739,2024-05-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.03,False,Unbalanced load introduced cyclical pressure ripple.
+39740,2024-05-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.517,False,Telemetry quality flag downgraded during sensor self-test window.
+39741,2024-05-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.582,False,Temperature variance narrowed after coolant nozzle cleaning.
+39742,2024-05-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.096,False,Temporary gateway failover completed without data loss.
+39743,2024-05-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Anomaly review flagged possible bearing wear progression.
+39744,2024-05-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.063,False,Thermal overshoot event coincided with recipe change on furnace.
+39745,2024-05-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.104,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39746,2024-05-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.557,False,Dust extraction fan offline for 18 minutes on line finishing.
+39747,2024-05-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.855,False,Sensor battery health remains nominal after firmware update.
+39748,2024-05-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.953,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39749,2024-05-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.899,False,Sensor signal clipping observed during startup surge.
+39750,2024-05-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.689,False,Telemetry quality flag downgraded during sensor self-test window.
+39751,2024-05-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.323,False,Coolant loop adjustment reduced chamber temperature spread.
+39752,2024-05-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.754,False,Machine throughput increase drove sustained pressure uplift.
+39753,2024-05-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Bearing temperature rising faster than baseline on spindle cell.
+39754,2024-05-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.331,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39755,2024-05-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.466,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39756,2024-05-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.244,False,Vibration baseline recovered after tool holder replacement.
+39757,2024-05-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Pressure peak corresponds to oversized billet batch processing.
+39758,2024-05-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.405,False,Dust extraction fan offline for 18 minutes on line finishing.
+39759,2024-05-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.556,False,Maintenance crew confirmed lubrication interval was missed.
+39760,2024-05-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.204,False,Shift handoff note referenced unusual noise near press enclosure.
+39761,2024-05-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Anomaly review flagged possible bearing wear progression.
+39762,2024-05-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.383,False,Bearing temperature rising faster than baseline on spindle cell.
+39763,2024-05-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Hydraulic line pressure oscillation detected under load.
+39764,2024-05-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.601,False,Edge collector replayed buffered events after network recovery.
+39765,2024-05-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Humidity excursion near finishing booth during coating run.
+39766,2024-05-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.036,False,Short-lived packet loss observed at edge gateway gw-02.
+39767,2024-05-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.98,False,Temporary gateway failover completed without data loss.
+39768,2024-05-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.421,False,Telemetry quality flag downgraded during sensor self-test window.
+39769,2024-05-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.913,False,Pressure peak corresponds to oversized billet batch processing.
+39770,2024-05-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.115,False,Calibration check overdue by 11 days for press-line transducer.
+39771,2024-05-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Temperature variance narrowed after coolant nozzle cleaning.
+39772,2024-05-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Humidity excursion near finishing booth during coating run.
+39773,2024-05-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.987,False,Press cycle dwell time lengthened during high-volume batch.
+39774,2024-05-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.919,False,Vibration burst exceeds envelope during tool change cycle.
+39775,2024-05-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.15,False,Packaging line stop reduced adjacent vibration background.
+39776,2024-05-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+39777,2024-05-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.568,False,Dust extraction fan offline for 18 minutes on line finishing.
+39778,2024-05-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,52.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39779,2024-05-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,SCADA backfill inserted two delayed telemetry points.
+39780,2024-05-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.24,False,Humidity climbed during dock-door open period in afternoon shift.
+39781,2024-05-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Anomaly review flagged possible bearing wear progression.
+39782,2024-05-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.353,False,Night shift startup produced higher than normal vibration floor.
+39783,2024-05-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Maintenance crew confirmed lubrication interval was missed.
+39784,2024-05-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.363,False,Maintenance note logged for coupling imbalance inspection.
+39785,2024-05-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.83,False,Night shift startup produced higher than normal vibration floor.
+39786,2024-05-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.768,False,Vibration burst exceeds envelope during tool change cycle.
+39787,2024-05-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Telemetry quality flag downgraded during sensor self-test window.
+39788,2024-05-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.183,False,Warning threshold updated for pilot predictive-maintenance model.
+39789,2024-05-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.121,False,Anomaly review flagged possible bearing wear progression.
+39790,2024-05-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.095,False,Humidity climbed during dock-door open period in afternoon shift.
+39791,2024-05-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.992,False,Anomaly review flagged possible bearing wear progression.
+39792,2024-05-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.185,False,Reliability engineer tagged sample window for model retraining.
+39793,2024-05-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Machine idle period extended during planned sanitation window.
+39794,2024-05-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.043,False,Machine idle period extended during planned sanitation window.
+39795,2024-05-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.485,False,Sensor battery health remains nominal after firmware update.
+39796,2024-05-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.724,False,Unbalanced load introduced cyclical pressure ripple.
+39797,2024-05-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Anomaly review flagged possible bearing wear progression.
+39798,2024-05-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.054,False,Maintenance note logged for coupling imbalance inspection.
+39799,2024-05-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.799,False,Temperature remained elevated during unscheduled overtime run.
+39800,2024-05-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.175,False,Pressure settled back to nominal after valve reseat.
+39801,2024-05-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Humidity excursion near finishing booth during coating run.
+39802,2024-05-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.814,False,Packaging line stop reduced adjacent vibration background.
+39803,2024-05-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Quality team requested trace review for lot 24-118B.
+39804,2024-05-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.476,False,Calibration check overdue by 11 days for press-line transducer.
+39805,2024-05-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Maintenance crew confirmed lubrication interval was missed.
+39806,2024-05-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.557,False,Thermal overshoot event coincided with recipe change on furnace.
+39807,2024-05-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.551,False,Humidity baseline improved after seal replacement.
+39808,2024-05-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.789,False,Unbalanced load introduced cyclical pressure ripple.
+39809,2024-05-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Temperature remained elevated during unscheduled overtime run.
+39810,2024-05-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.033,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39811,2024-05-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Thermal ramp exceeded expected warmup curve before shift start.
+39812,2024-05-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.603,False,Thermal overshoot event coincided with recipe change on furnace.
+39813,2024-05-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.345,False,Quality team requested trace review for lot 24-118B.
+39814,2024-05-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.807,False,Pressure peak corresponds to oversized billet batch processing.
+39815,2024-05-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Quality hold reduced finishing booth activity for one shift.
+39816,2024-05-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.535,False,Quality team requested trace review for lot 24-118B.
+39817,2024-05-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Pressure peak corresponds to oversized billet batch processing.
+39818,2024-05-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.839,False,Machine idle period extended during planned sanitation window.
+39819,2024-05-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Heat-treat furnace door cycling increased localized temperature spikes.
+39820,2024-05-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.289,False,Pressure peak corresponds to oversized billet batch processing.
+39821,2024-05-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Maintenance note logged for coupling imbalance inspection.
+39822,2024-05-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.855,False,Maintenance crew confirmed lubrication interval was missed.
+39823,2024-05-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.886,False,Vibration burst exceeds envelope during tool change cycle.
+39824,2024-05-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.497,False,Coolant loop adjustment reduced chamber temperature spread.
+39825,2024-05-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Temporary gateway failover completed without data loss.
+39826,2024-05-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.884,False,Sensor battery health remains nominal after firmware update.
+39827,2024-05-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.176,False,Shift handoff note referenced unusual noise near press enclosure.
+39828,2024-05-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.871,False,Temperature remained elevated during unscheduled overtime run.
+39829,2024-05-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Machine throughput increase drove sustained pressure uplift.
+39830,2024-05-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.759,False,Maintenance crew confirmed lubrication interval was missed.
+39831,2024-05-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.565,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39832,2024-05-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.476,False,Humidity excursion near finishing booth during coating run.
+39833,2024-05-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Supervisory alert generated after three consecutive threshold breaches.
+39834,2024-05-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.577,False,Humidity baseline improved after seal replacement.
+39835,2024-05-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.728,False,Packaging line stop reduced adjacent vibration background.
+39836,2024-05-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.744,False,Dust extraction fan offline for 18 minutes on line finishing.
+39837,2024-05-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.4,False,Humidity readings track seasonal rise across late spring.
+39838,2024-05-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.165,False,Quality hold reduced finishing booth activity for one shift.
+39839,2024-05-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.419,False,Pressure settled back to nominal after valve reseat.
+39840,2024-05-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.224,False,Thermal overshoot event coincided with recipe change on furnace.
+39841,2024-05-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.58,False,Humidity excursion near finishing booth during coating run.
+39842,2024-05-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,84.255,False,Vibration baseline recovered after tool holder replacement.
+39843,2024-05-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Humidity baseline improved after seal replacement.
+39844,2024-05-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.593,False,Vibration burst exceeds envelope during tool change cycle.
+39845,2024-05-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Sensor enclosure opened for manual calibration verification.
+39846,2024-05-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.423,False,Maintenance crew confirmed lubrication interval was missed.
+39847,2024-05-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.019,False,Humidity readings track seasonal rise across late spring.
+39848,2024-05-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.741,False,Pressure settled back to nominal after valve reseat.
+39849,2024-05-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39850,2024-05-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.051,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39851,2024-05-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39852,2024-05-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.874,False,Sensor signal clipping observed during startup surge.
+39853,2024-05-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
+39854,2024-05-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.183,False,Temporary gateway failover completed without data loss.
+39855,2024-05-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.438,False,Thermal overshoot event coincided with recipe change on furnace.
+39856,2024-05-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.206,False,Humidity readings track seasonal rise across late spring.
+39857,2024-05-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.644,False,Dust extraction fan offline for 18 minutes on line finishing.
+39858,2024-05-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.807,False,Telemetry quality flag downgraded during sensor self-test window.
+39859,2024-05-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.537,False,Hydraulic line pressure oscillation detected under load.
+39860,2024-05-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.059,False,Humidity climbed during dock-door open period in afternoon shift.
+39861,2024-05-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Warning threshold updated for pilot predictive-maintenance model.
+39862,2024-05-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.792,False,Edge collector replayed buffered events after network recovery.
+39863,2024-05-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.005,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39864,2024-05-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.694,False,Humidity excursion near finishing booth during coating run.
+39865,2024-05-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.995,False,Anomaly review flagged possible bearing wear progression.
+39866,2024-05-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.861,False,Humidity climbed during dock-door open period in afternoon shift.
+39867,2024-05-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Vibration baseline recovered after tool holder replacement.
+39868,2024-05-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.524,False,Machine idle period extended during planned sanitation window.
+39869,2024-05-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Sensor signal clipping observed during startup surge.
+39870,2024-05-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39871,2024-05-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.036,False,Thermal overshoot event coincided with recipe change on furnace.
+39872,2024-05-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.874,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39873,2024-05-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Edge collector replayed buffered events after network recovery.
+39874,2024-05-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.38,False,Compressed air fluctuation introduced pressure noise for two cycles.
+39875,2024-05-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.419,False,Reliability engineer tagged sample window for model retraining.
+39876,2024-05-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39877,2024-05-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Thermal ramp exceeded expected warmup curve before shift start.
+39878,2024-05-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.822,False,Unbalanced load introduced cyclical pressure ripple.
+39879,2024-05-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.907,False,Sensor heartbeat delayed by one interval after gateway retry.
+39880,2024-05-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.746,False,Dust extraction fan offline for 18 minutes on line finishing.
+39881,2024-05-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Transient outlier matched forklift impact near cabinet wall.
+39882,2024-05-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.375,False,Condensation warning cleared after dehumidifier ramp-up.
+39883,2024-05-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.964,False,Hydraulic line pressure oscillation detected under load.
+39884,2024-05-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.744,False,Sensor battery health remains nominal after firmware update.
+39885,2024-05-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Sensor signal clipping observed during startup surge.
+39886,2024-05-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.876,False,Warning threshold updated for pilot predictive-maintenance model.
+39887,2024-05-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Operator reported intermittent chatter on machine CNC-04.
+39888,2024-05-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.467,False,Night shift startup produced higher than normal vibration floor.
+39889,2024-05-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Short-lived packet loss observed at edge gateway gw-02.
+39890,2024-05-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.236,False,Pressure peak corresponds to oversized billet batch processing.
+39891,2024-05-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.364,False,Quality team requested trace review for lot 24-118B.
+39892,2024-05-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.429,False,Pressure settled back to nominal after valve reseat.
+39893,2024-05-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.174,False,Quality hold reduced finishing booth activity for one shift.
+39894,2024-05-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.71,False,Edge collector replayed buffered events after network recovery.
+39895,2024-05-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Machine throughput increase drove sustained pressure uplift.
+39896,2024-05-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.796,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39897,2024-05-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39898,2024-05-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.322,False,Packaging line stop reduced adjacent vibration background.
+39899,2024-05-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Bearing temperature rising faster than baseline on spindle cell.
+39900,2024-05-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.341,False,Operator reported intermittent chatter on machine CNC-04.
+39901,2024-05-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Supervisory alert generated after three consecutive threshold breaches.
+39902,2024-05-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.788,False,Transient outlier matched forklift impact near cabinet wall.
+39903,2024-05-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Temperature remained elevated during unscheduled overtime run.
+39904,2024-05-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.181,False,Maintenance crew confirmed lubrication interval was missed.
+39905,2024-05-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Condensation warning cleared after dehumidifier ramp-up.
+39906,2024-05-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.498,False,Pressure peak corresponds to oversized billet batch processing.
+39907,2024-05-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.602,False,Maintenance scheduler deferred calibration due to spare shortage.
+39908,2024-05-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.22,False,Machine idle period extended during planned sanitation window.
+39909,2024-05-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.186,False,Dust extraction fan offline for 18 minutes on line finishing.
+39910,2024-05-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.327,False,Temperature variance narrowed after coolant nozzle cleaning.
+39911,2024-05-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Pressure line purge completed before restart authorization.
+39912,2024-05-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.256,False,Maintenance crew confirmed lubrication interval was missed.
+39913,2024-05-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Unbalanced load introduced cyclical pressure ripple.
+39914,2024-05-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.628,False,Quality team requested trace review for lot 24-118B.
+39915,2024-05-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.152,False,Thermal overshoot event coincided with recipe change on furnace.
+39916,2024-05-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.868,False,Machine idle period extended during planned sanitation window.
+39917,2024-05-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.133,False,Unbalanced load introduced cyclical pressure ripple.
+39918,2024-05-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.956,False,Machine throughput increase drove sustained pressure uplift.
+39919,2024-05-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.274,False,Humidity baseline improved after seal replacement.
+39920,2024-05-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.54,False,Shift handoff note referenced unusual noise near press enclosure.
+39921,2024-05-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.714,False,Bearing temperature rising faster than baseline on spindle cell.
+39922,2024-05-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.641,False,Humidity baseline improved after seal replacement.
+39923,2024-05-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.061,False,Dust extraction fan offline for 18 minutes on line finishing.
+39924,2024-05-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.456,False,Edge collector replayed buffered events after network recovery.
+39925,2024-05-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.788,False,Vibration baseline recovered after tool holder replacement.
+39926,2024-05-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.528,False,Night shift startup produced higher than normal vibration floor.
+39927,2024-05-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Temporary gateway failover completed without data loss.
+39928,2024-05-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.707,False,Condensation warning cleared after dehumidifier ramp-up.
+39929,2024-05-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Bearing temperature rising faster than baseline on spindle cell.
+39930,2024-05-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.375,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+39931,2024-05-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.967,False,Pressure peak corresponds to oversized billet batch processing.
+39932,2024-05-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.305,False,Machine idle period extended during planned sanitation window.
+39933,2024-05-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Reliability engineer tagged sample window for model retraining.
+39934,2024-05-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.368,False,Operator reported intermittent chatter on machine CNC-04.
+39935,2024-05-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.387,False,Operator reported intermittent chatter on machine CNC-04.
+39936,2024-05-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.541,False,Temporary gateway failover completed without data loss.
+39937,2024-05-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Humidity readings track seasonal rise across late spring.
+39938,2024-05-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.538,False,Unbalanced load introduced cyclical pressure ripple.
+39939,2024-05-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.281,False,Unbalanced load introduced cyclical pressure ripple.
+39940,2024-05-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.125,False,Humidity baseline improved after seal replacement.
+39941,2024-05-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39942,2024-05-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.748,False,Coolant loop adjustment reduced chamber temperature spread.
+39943,2024-05-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.203,False,Anomaly review flagged possible bearing wear progression.
+39944,2024-05-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.136,False,Sensor signal clipping observed during startup surge.
+39945,2024-05-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.715,False,Edge collector replayed buffered events after network recovery.
+39946,2024-05-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.093,False,Night shift startup produced higher than normal vibration floor.
+39947,2024-05-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39948,2024-05-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.574,False,Transient outlier matched forklift impact near cabinet wall.
+39949,2024-05-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Dust extraction fan offline for 18 minutes on line finishing.
+39950,2024-05-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.97,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39951,2024-05-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.02,False,Sensor signal clipping observed during startup surge.
+39952,2024-05-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.441,False,Vibration baseline recovered after tool holder replacement.
+39953,2024-05-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.995,False,Sensor battery health remains nominal after firmware update.
+39954,2024-05-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.335,False,Warning threshold updated for pilot predictive-maintenance model.
+39955,2024-05-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.092,False,Temperature remained elevated during unscheduled overtime run.
+39956,2024-05-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.595,False,Humidity baseline improved after seal replacement.
+39957,2024-05-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Packaging line stop reduced adjacent vibration background.
+39958,2024-05-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.989,False,Pressure peak corresponds to oversized billet batch processing.
+39959,2024-05-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.564,False,Humidity readings track seasonal rise across late spring.
+39960,2024-05-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.545,False,Supervisory alert generated after three consecutive threshold breaches.
+39961,2024-05-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.552,False,Temporary gateway failover completed without data loss.
+39962,2024-05-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.484,False,Coolant loop adjustment reduced chamber temperature spread.
+39963,2024-05-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Vibration baseline recovered after tool holder replacement.
+39964,2024-05-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.535,False,Transient outlier matched forklift impact near cabinet wall.
+39965,2024-05-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Calibration check overdue by 11 days for press-line transducer.
+39966,2024-05-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.899,False,Warning threshold updated for pilot predictive-maintenance model.
+39967,2024-05-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.731,False,Machine idle period extended during planned sanitation window.
+39968,2024-05-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.734,False,Hydraulic line pressure oscillation detected under load.
+39969,2024-05-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.272,False,Temporary gateway failover completed without data loss.
+39970,2024-05-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+39971,2024-05-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Sensor enclosure opened for manual calibration verification.
+39972,2024-05-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.771,False,Telemetry quality flag downgraded during sensor self-test window.
+39973,2024-05-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.699,False,Reliability engineer tagged sample window for model retraining.
+39974,2024-05-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.769,False,Machine idle period extended during planned sanitation window.
+39975,2024-05-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Sensor battery health remains nominal after firmware update.
+39976,2024-05-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.264,False,Anomaly review flagged possible bearing wear progression.
+39977,2024-05-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.046,False,Operator reset acknowledged after red-tag inspection.
+39978,2024-05-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.08,False,Operator reported intermittent chatter on machine CNC-04.
+39979,2024-05-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Thermal overshoot event coincided with recipe change on furnace.
+39980,2024-05-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.037,False,Short-lived packet loss observed at edge gateway gw-02.
+39981,2024-05-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.749,False,Warning threshold updated for pilot predictive-maintenance model.
+39982,2024-05-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.008,False,Humidity baseline improved after seal replacement.
+39983,2024-05-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.726,False,Humidity readings track seasonal rise across late spring.
+39984,2024-05-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.109,False,Operator reset acknowledged after red-tag inspection.
+39985,2024-05-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Warning threshold updated for pilot predictive-maintenance model.
+39986,2024-05-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.125,False,Temperature variance narrowed after coolant nozzle cleaning.
+39987,2024-05-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.708,False,Unbalanced load introduced cyclical pressure ripple.
+39988,2024-05-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.591,False,Maintenance note logged for coupling imbalance inspection.
+39989,2024-05-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Anomaly review flagged possible bearing wear progression.
+39990,2024-05-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Pressure peak corresponds to oversized billet batch processing.
+39991,2024-05-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Sensor signal clipping observed during startup surge.
+39992,2024-05-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.47,False,Sensor enclosure opened for manual calibration verification.
+39993,2024-05-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.741,False,Hydraulic line pressure oscillation detected under load.
+39994,2024-05-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.151,False,Press cycle dwell time lengthened during high-volume batch.
+39995,2024-05-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Sensor 3 drift suspected after cross-check with manual gauge.
+39996,2024-05-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.693,False,Edge collector replayed buffered events after network recovery.
+39997,2024-05-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.843,False,Hydraulic line pressure oscillation detected under load.
+39998,2024-05-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.918,False,Ambient temperature stabilized after HVAC stage-two engagement.
+39999,2024-05-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Transient outlier matched forklift impact near cabinet wall.
+40000,2024-05-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.52,False,Temperature variance narrowed after coolant nozzle cleaning.
+40001,2024-05-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Sensor battery health remains nominal after firmware update.
+40002,2024-05-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.529,False,Calibration check overdue by 11 days for press-line transducer.
+40003,2024-05-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.936,False,Sensor battery health remains nominal after firmware update.
+40004,2024-05-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.53,False,Machine throughput increase drove sustained pressure uplift.
+40005,2024-05-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.244,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40006,2024-05-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.863,False,Hydraulic line pressure oscillation detected under load.
+40007,2024-05-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.386,False,Humidity baseline improved after seal replacement.
+40008,2024-05-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40009,2024-05-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40010,2024-05-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.303,False,Vibration baseline recovered after tool holder replacement.
+40011,2024-05-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.803,False,Humidity excursion near finishing booth during coating run.
+40012,2024-05-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.907,False,Sensor heartbeat delayed by one interval after gateway retry.
+40013,2024-05-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.861,False,Supervisory alert generated after three consecutive threshold breaches.
+40014,2024-05-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.453,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40015,2024-05-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.359,False,Condensation warning cleared after dehumidifier ramp-up.
+40016,2024-05-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.226,False,SCADA backfill inserted two delayed telemetry points.
+40017,2024-05-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Pressure peak corresponds to oversized billet batch processing.
+40018,2024-05-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.341,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40019,2024-05-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.697,False,Telemetry quality flag downgraded during sensor self-test window.
+40020,2024-05-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.589,False,Unbalanced load introduced cyclical pressure ripple.
+40021,2024-05-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.721,False,Vibration harmonics broadened during extended production run.
+40022,2024-05-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.819,False,Pressure settled back to nominal after valve reseat.
+40023,2024-05-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40024,2024-05-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.52,False,Thermal overshoot event coincided with recipe change on furnace.
+40025,2024-05-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.446,False,Sensor enclosure opened for manual calibration verification.
+40026,2024-05-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.115,False,Reliability engineer tagged sample window for model retraining.
+40027,2024-05-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.858,False,Operator reset acknowledged after red-tag inspection.
+40028,2024-05-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.863,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40029,2024-05-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Pressure settled back to nominal after valve reseat.
+40030,2024-05-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.805,False,Unbalanced load introduced cyclical pressure ripple.
+40031,2024-05-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.8,False,Air handler maintenance reduced humidity variance on finishing line.
+40032,2024-05-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.678,False,Temporary gateway failover completed without data loss.
+40033,2024-05-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Quality hold reduced finishing booth activity for one shift.
+40034,2024-05-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40035,2024-05-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.544,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40036,2024-05-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.494,False,Humidity readings track seasonal rise across late spring.
+40037,2024-05-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.159,False,Sensor battery health remains nominal after firmware update.
+40038,2024-05-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.182,False,Sensor enclosure opened for manual calibration verification.
+40039,2024-05-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Telemetry quality flag downgraded during sensor self-test window.
+40040,2024-05-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.307,False,Vibration harmonics broadened during extended production run.
+40041,2024-05-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40042,2024-05-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.251,False,Maintenance note logged for coupling imbalance inspection.
+40043,2024-05-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Vibration baseline recovered after tool holder replacement.
+40044,2024-05-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.966,False,Maintenance note logged for coupling imbalance inspection.
+40045,2024-05-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.715,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40046,2024-05-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.432,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40047,2024-05-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.836,False,Machine idle period extended during planned sanitation window.
+40048,2024-05-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.037,False,Anomaly review flagged possible bearing wear progression.
+40049,2024-05-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.15,False,Calibration check overdue by 11 days for press-line transducer.
+40050,2024-05-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.6,False,Warning threshold updated for pilot predictive-maintenance model.
+40051,2024-05-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.743,False,Maintenance crew confirmed lubrication interval was missed.
+40052,2024-05-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.671,False,Machine throughput increase drove sustained pressure uplift.
+40053,2024-05-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Telemetry quality flag downgraded during sensor self-test window.
+40054,2024-05-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.161,False,Sensor enclosure opened for manual calibration verification.
+40055,2024-05-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.796,False,Telemetry quality flag downgraded during sensor self-test window.
+40056,2024-05-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.592,False,Temporary gateway failover completed without data loss.
+40057,2024-05-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.068,False,Machine throughput increase drove sustained pressure uplift.
+40058,2024-05-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.437,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40059,2024-05-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.352,False,Pressure line purge completed before restart authorization.
+40060,2024-05-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.346,False,Sensor heartbeat delayed by one interval after gateway retry.
+40061,2024-05-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Thermal ramp exceeded expected warmup curve before shift start.
+40062,2024-05-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.065,False,Quality team requested trace review for lot 24-118B.
+40063,2024-05-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.963,False,Quality hold reduced finishing booth activity for one shift.
+40064,2024-05-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.21,False,Vibration baseline recovered after tool holder replacement.
+40065,2024-05-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.684,False,Telemetry quality flag downgraded during sensor self-test window.
+40066,2024-05-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.993,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40067,2024-05-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Bearing temperature rising faster than baseline on spindle cell.
+40068,2024-05-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.052,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40069,2024-05-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40070,2024-05-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.96,False,Warning threshold updated for pilot predictive-maintenance model.
+40071,2024-05-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.816,False,Humidity readings track seasonal rise across late spring.
+40072,2024-05-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.809,False,Humidity baseline improved after seal replacement.
+40073,2024-05-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.004,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40074,2024-05-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.336,False,Sensor signal clipping observed during startup surge.
+40075,2024-05-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Sensor enclosure opened for manual calibration verification.
+40076,2024-05-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.162,False,Unbalanced load introduced cyclical pressure ripple.
+40077,2024-05-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Operator reported intermittent chatter on machine CNC-04.
+40078,2024-05-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.164,False,Temperature variance narrowed after coolant nozzle cleaning.
+40079,2024-05-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.97,False,Humidity climbed during dock-door open period in afternoon shift.
+40080,2024-05-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.773,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40081,2024-05-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Sensor signal clipping observed during startup surge.
+40082,2024-05-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.72,False,Operator reported intermittent chatter on machine CNC-04.
+40083,2024-05-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.882,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40084,2024-05-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.27,False,Transient outlier matched forklift impact near cabinet wall.
+40085,2024-05-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.957,False,Thermal ramp exceeded expected warmup curve before shift start.
+40086,2024-05-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.672,False,Quality hold reduced finishing booth activity for one shift.
+40087,2024-05-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.367,False,Vibration baseline recovered after tool holder replacement.
+40088,2024-05-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.279,False,Transient outlier matched forklift impact near cabinet wall.
+40089,2024-05-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.941,False,Humidity climbed during dock-door open period in afternoon shift.
+40090,2024-05-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.925,False,Quality team requested trace review for lot 24-118B.
+40091,2024-05-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Quality team requested trace review for lot 24-118B.
+40092,2024-05-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.986,False,Transient outlier matched forklift impact near cabinet wall.
+40093,2024-05-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.403,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40094,2024-05-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.245,False,Night shift startup produced higher than normal vibration floor.
+40095,2024-05-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.965,False,Sensor heartbeat delayed by one interval after gateway retry.
+40096,2024-05-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.298,False,Humidity readings track seasonal rise across late spring.
+40097,2024-05-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40098,2024-05-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.867,False,Warning threshold updated for pilot predictive-maintenance model.
+40099,2024-05-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.458,False,Humidity climbed during dock-door open period in afternoon shift.
+40100,2024-05-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.389,False,Warning threshold updated for pilot predictive-maintenance model.
+40101,2024-05-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.395,False,Shift handoff note referenced unusual noise near press enclosure.
+40102,2024-05-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.059,False,Reliability engineer tagged sample window for model retraining.
+40103,2024-05-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.425,False,Reliability engineer tagged sample window for model retraining.
+40104,2024-05-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40105,2024-05-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.123,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40106,2024-05-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.156,False,Air handler maintenance reduced humidity variance on finishing line.
+40107,2024-05-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Maintenance crew confirmed lubrication interval was missed.
+40108,2024-05-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40109,2024-05-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Thermal overshoot event coincided with recipe change on furnace.
+40110,2024-05-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.3,False,Press cycle dwell time lengthened during high-volume batch.
+40111,2024-05-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.334,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40112,2024-05-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.843,False,Maintenance crew confirmed lubrication interval was missed.
+40113,2024-05-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Thermal overshoot event coincided with recipe change on furnace.
+40114,2024-05-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.355,False,Warning threshold updated for pilot predictive-maintenance model.
+40115,2024-05-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Unbalanced load introduced cyclical pressure ripple.
+40116,2024-05-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.81,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40117,2024-05-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.562,False,Telemetry quality flag downgraded during sensor self-test window.
+40118,2024-05-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40119,2024-05-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Quality team requested trace review for lot 24-118B.
+40120,2024-05-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.094,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40121,2024-05-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Reliability engineer tagged sample window for model retraining.
+40122,2024-05-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.554,False,Hydraulic line pressure oscillation detected under load.
+40123,2024-05-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.227,False,Sensor battery health remains nominal after firmware update.
+40124,2024-05-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.686,False,Transient outlier matched forklift impact near cabinet wall.
+40125,2024-05-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.577,False,Sensor battery health remains nominal after firmware update.
+40126,2024-05-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.309,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40127,2024-05-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.311,False,Sensor heartbeat delayed by one interval after gateway retry.
+40128,2024-05-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.431,False,Thermal overshoot event coincided with recipe change on furnace.
+40129,2024-05-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Vibration burst exceeds envelope during tool change cycle.
+40130,2024-05-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.103,False,Maintenance note logged for coupling imbalance inspection.
+40131,2024-05-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.713,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40132,2024-05-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.02,False,Temporary gateway failover completed without data loss.
+40133,2024-05-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.969,False,Sensor battery health remains nominal after firmware update.
+40134,2024-05-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.893,False,Quality hold reduced finishing booth activity for one shift.
+40135,2024-05-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.895,False,Sensor battery health remains nominal after firmware update.
+40136,2024-05-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.167,False,Temperature remained elevated during unscheduled overtime run.
+40137,2024-05-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40138,2024-05-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.808,False,Unbalanced load introduced cyclical pressure ripple.
+40139,2024-05-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Edge collector replayed buffered events after network recovery.
+40140,2024-05-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.497,False,Humidity climbed during dock-door open period in afternoon shift.
+40141,2024-05-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Unbalanced load introduced cyclical pressure ripple.
+40142,2024-05-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.249,False,Sensor battery health remains nominal after firmware update.
+40143,2024-05-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.347,False,SCADA backfill inserted two delayed telemetry points.
+40144,2024-05-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.596,False,Calibration check overdue by 11 days for press-line transducer.
+40145,2024-05-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Reliability engineer tagged sample window for model retraining.
+40146,2024-05-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.008,False,Temporary gateway failover completed without data loss.
+40147,2024-05-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.669,False,Pressure settled back to nominal after valve reseat.
+40148,2024-05-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.324,False,Press cycle dwell time lengthened during high-volume batch.
+40149,2024-05-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Quality team requested trace review for lot 24-118B.
+40150,2024-05-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.916,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40151,2024-05-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Unbalanced load introduced cyclical pressure ripple.
+40152,2024-05-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.711,False,Quality hold reduced finishing booth activity for one shift.
+40153,2024-05-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.901,False,Pressure settled back to nominal after valve reseat.
+40154,2024-05-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.784,False,Maintenance scheduler deferred calibration due to spare shortage.
+40155,2024-05-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.824,False,Temporary gateway failover completed without data loss.
+40156,2024-05-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.185,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40157,2024-05-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40158,2024-05-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.801,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40159,2024-05-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.946,False,Maintenance note logged for coupling imbalance inspection.
+40160,2024-05-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.148,False,Sensor heartbeat delayed by one interval after gateway retry.
+40161,2024-05-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.376,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40162,2024-05-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.626,False,Maintenance crew confirmed lubrication interval was missed.
+40163,2024-05-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Calibration check overdue by 11 days for press-line transducer.
+40164,2024-05-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.563,False,Warning threshold updated for pilot predictive-maintenance model.
+40165,2024-05-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.796,False,Reliability engineer tagged sample window for model retraining.
+40166,2024-05-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.545,False,Quality team requested trace review for lot 24-118B.
+40167,2024-05-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Press cycle dwell time lengthened during high-volume batch.
+40168,2024-05-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.433,False,Humidity readings track seasonal rise across late spring.
+40169,2024-05-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,0.746,False,Packaging line stop reduced adjacent vibration background.
+40170,2024-05-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.112,False,Vibration harmonics broadened during extended production run.
+40171,2024-05-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40172,2024-05-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.477,False,Quality team requested trace review for lot 24-118B.
+40173,2024-05-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Warning threshold updated for pilot predictive-maintenance model.
+40174,2024-05-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.799,False,Anomaly review flagged possible bearing wear progression.
+40175,2024-05-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40176,2024-05-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.723,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40177,2024-05-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Short-lived packet loss observed at edge gateway gw-02.
+40178,2024-05-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.952,False,Operator reported intermittent chatter on machine CNC-04.
+40179,2024-05-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Machine throughput increase drove sustained pressure uplift.
+40180,2024-05-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.055,False,Night shift startup produced higher than normal vibration floor.
+40181,2024-05-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Quality team requested trace review for lot 24-118B.
+40182,2024-05-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.547,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40183,2024-05-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.389,False,Machine idle period extended during planned sanitation window.
+40184,2024-05-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.63,False,Sensor signal clipping observed during startup surge.
+40185,2024-05-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Quality team requested trace review for lot 24-118B.
+40186,2024-05-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.168,False,Supervisory alert generated after three consecutive threshold breaches.
+40187,2024-05-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.985,False,Condensation warning cleared after dehumidifier ramp-up.
+40188,2024-05-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40189,2024-05-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40190,2024-05-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.407,False,Operator reset acknowledged after red-tag inspection.
+40191,2024-05-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.799,False,Night shift startup produced higher than normal vibration floor.
+40192,2024-05-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.972,False,Humidity readings track seasonal rise across late spring.
+40193,2024-05-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.489,False,Humidity excursion near finishing booth during coating run.
+40194,2024-05-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.135,False,Short-lived packet loss observed at edge gateway gw-02.
+40195,2024-05-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.984,False,Operator reset acknowledged after red-tag inspection.
+40196,2024-05-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.305,False,Humidity baseline improved after seal replacement.
+40197,2024-05-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.854,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40198,2024-05-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.875,False,Temperature variance narrowed after coolant nozzle cleaning.
+40199,2024-05-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Humidity baseline improved after seal replacement.
+40200,2024-05-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.228,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40201,2024-05-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Reliability engineer tagged sample window for model retraining.
+40202,2024-05-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.053,False,Vibration harmonics broadened during extended production run.
+40203,2024-05-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.044,False,Calibration check overdue by 11 days for press-line transducer.
+40204,2024-05-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.013,False,Humidity readings track seasonal rise across late spring.
+40205,2024-05-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.916,False,Press cycle dwell time lengthened during high-volume batch.
+40206,2024-05-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.295,False,Calibration check overdue by 11 days for press-line transducer.
+40207,2024-05-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.296,False,Sensor heartbeat delayed by one interval after gateway retry.
+40208,2024-05-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.114,False,Quality hold reduced finishing booth activity for one shift.
+40209,2024-05-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.496,False,Thermal ramp exceeded expected warmup curve before shift start.
+40210,2024-05-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.914,False,Maintenance note logged for coupling imbalance inspection.
+40211,2024-05-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Vibration harmonics broadened during extended production run.
+40212,2024-05-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.729,False,Machine idle period extended during planned sanitation window.
+40213,2024-05-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.426,False,Maintenance scheduler deferred calibration due to spare shortage.
+40214,2024-05-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,58.44,False,Bearing temperature rising faster than baseline on spindle cell.
+40215,2024-05-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.59,False,Temperature variance narrowed after coolant nozzle cleaning.
+40216,2024-05-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.401,False,Press cycle dwell time lengthened during high-volume batch.
+40217,2024-05-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.729,False,Machine throughput increase drove sustained pressure uplift.
+40218,2024-05-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.524,False,Sensor enclosure opened for manual calibration verification.
+40219,2024-05-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Coolant loop adjustment reduced chamber temperature spread.
+40220,2024-05-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.575,False,Air handler maintenance reduced humidity variance on finishing line.
+40221,2024-05-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Pressure settled back to nominal after valve reseat.
+40222,2024-05-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.933,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40223,2024-05-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.392,False,SCADA backfill inserted two delayed telemetry points.
+40224,2024-05-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.038,False,Quality team requested trace review for lot 24-118B.
+40225,2024-05-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Vibration harmonics broadened during extended production run.
+40226,2024-05-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.624,False,Air handler maintenance reduced humidity variance on finishing line.
+40227,2024-05-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.285,False,Temporary gateway failover completed without data loss.
+40228,2024-05-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.106,False,Transient outlier matched forklift impact near cabinet wall.
+40229,2024-05-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,Pressure peak corresponds to oversized billet batch processing.
+40230,2024-05-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.03,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40231,2024-05-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Maintenance note logged for coupling imbalance inspection.
+40232,2024-05-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.209,False,Vibration burst exceeds envelope during tool change cycle.
+40233,2024-05-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40234,2024-05-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.548,False,Quality team requested trace review for lot 24-118B.
+40235,2024-05-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40236,2024-05-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.005,False,Humidity excursion near finishing booth during coating run.
+40237,2024-05-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.828,False,Shift handoff note referenced unusual noise near press enclosure.
+40238,2024-05-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.342,False,Quality team requested trace review for lot 24-118B.
+40239,2024-05-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Coolant loop adjustment reduced chamber temperature spread.
+40240,2024-05-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.621,False,Hydraulic line pressure oscillation detected under load.
+40241,2024-05-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.412,False,Operator reported intermittent chatter on machine CNC-04.
+40242,2024-05-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.929,False,Thermal ramp exceeded expected warmup curve before shift start.
+40243,2024-05-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Maintenance crew confirmed lubrication interval was missed.
+40244,2024-05-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.288,False,Night shift startup produced higher than normal vibration floor.
+40245,2024-05-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Transient outlier matched forklift impact near cabinet wall.
+40246,2024-05-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.533,False,Pressure peak corresponds to oversized billet batch processing.
+40247,2024-05-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.373,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40248,2024-05-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.26,False,Telemetry quality flag downgraded during sensor self-test window.
+40249,2024-05-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.01,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40250,2024-05-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.388,False,Vibration harmonics broadened during extended production run.
+40251,2024-05-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Humidity baseline improved after seal replacement.
+40252,2024-05-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40253,2024-05-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.433,False,Machine idle period extended during planned sanitation window.
+40254,2024-05-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.45,False,Warning threshold updated for pilot predictive-maintenance model.
+40255,2024-05-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Pressure line purge completed before restart authorization.
+40256,2024-05-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.842,False,Night shift startup produced higher than normal vibration floor.
+40257,2024-05-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.853,False,Edge collector replayed buffered events after network recovery.
+40258,2024-05-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.055,False,Vibration burst exceeds envelope during tool change cycle.
+40259,2024-05-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.356,False,Operator reported intermittent chatter on machine CNC-04.
+40260,2024-05-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.214,False,Maintenance note logged for coupling imbalance inspection.
+40261,2024-05-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Short-lived packet loss observed at edge gateway gw-02.
+40262,2024-05-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Unbalanced load introduced cyclical pressure ripple.
+40263,2024-05-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.666,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40264,2024-05-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.512,False,Thermal overshoot event coincided with recipe change on furnace.
+40265,2024-05-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Sensor heartbeat delayed by one interval after gateway retry.
+40266,2024-05-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.481,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40267,2024-05-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40268,2024-05-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.973,False,Temperature variance narrowed after coolant nozzle cleaning.
+40269,2024-05-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.663,False,Shift handoff note referenced unusual noise near press enclosure.
+40270,2024-05-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.189,False,Supervisory alert generated after three consecutive threshold breaches.
+40271,2024-05-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.167,False,Vibration harmonics broadened during extended production run.
+40272,2024-05-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.706,False,Reliability engineer tagged sample window for model retraining.
+40273,2024-05-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40274,2024-05-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.413,False,Humidity climbed during dock-door open period in afternoon shift.
+40275,2024-05-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40276,2024-05-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.565,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40277,2024-05-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.074,False,Maintenance crew confirmed lubrication interval was missed.
+40278,2024-05-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.039,False,Maintenance scheduler deferred calibration due to spare shortage.
+40279,2024-05-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.255,False,Calibration check overdue by 11 days for press-line transducer.
+40280,2024-05-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.255,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40281,2024-05-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Maintenance scheduler deferred calibration due to spare shortage.
+40282,2024-05-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.136,False,Temporary gateway failover completed without data loss.
+40283,2024-05-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Quality team requested trace review for lot 24-118B.
+40284,2024-05-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.984,False,Sensor enclosure opened for manual calibration verification.
+40285,2024-05-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Telemetry quality flag downgraded during sensor self-test window.
+40286,2024-05-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.25,False,Sensor battery health remains nominal after firmware update.
+40287,2024-05-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.547,False,Packaging line stop reduced adjacent vibration background.
+40288,2024-05-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.644,False,Pressure peak corresponds to oversized billet batch processing.
+40289,2024-05-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.045,False,Hydraulic line pressure oscillation detected under load.
+40290,2024-05-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.861,False,Operator reset acknowledged after red-tag inspection.
+40291,2024-05-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.779,False,Hydraulic line pressure oscillation detected under load.
+40292,2024-05-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.737,False,Air handler maintenance reduced humidity variance on finishing line.
+40293,2024-05-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Air handler maintenance reduced humidity variance on finishing line.
+40294,2024-05-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.034,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40295,2024-05-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.028,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40296,2024-05-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.908,False,Thermal ramp exceeded expected warmup curve before shift start.
+40297,2024-05-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Sensor enclosure opened for manual calibration verification.
+40298,2024-05-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.186,False,Vibration baseline recovered after tool holder replacement.
+40299,2024-05-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.23,False,Maintenance crew confirmed lubrication interval was missed.
+40300,2024-05-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.984,False,SCADA backfill inserted two delayed telemetry points.
+40301,2024-05-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.611,False,Humidity readings track seasonal rise across late spring.
+40302,2024-05-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.569,False,SCADA backfill inserted two delayed telemetry points.
+40303,2024-05-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.278,False,Temporary gateway failover completed without data loss.
+40304,2024-05-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.298,False,Quality team requested trace review for lot 24-118B.
+40305,2024-05-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Unbalanced load introduced cyclical pressure ripple.
+40306,2024-05-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.712,False,Humidity baseline improved after seal replacement.
+40307,2024-05-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40308,2024-05-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.374,False,Maintenance note logged for coupling imbalance inspection.
+40309,2024-05-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.596,False,Thermal ramp exceeded expected warmup curve before shift start.
+40310,2024-05-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.11,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40311,2024-05-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Sensor enclosure opened for manual calibration verification.
+40312,2024-05-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.926,False,Vibration baseline recovered after tool holder replacement.
+40313,2024-05-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.847,False,Warning threshold updated for pilot predictive-maintenance model.
+40314,2024-05-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.137,False,Temperature remained elevated during unscheduled overtime run.
+40315,2024-05-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.171,False,Supervisory alert generated after three consecutive threshold breaches.
+40316,2024-05-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.246,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40317,2024-05-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Maintenance crew confirmed lubrication interval was missed.
+40318,2024-05-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.968,False,Condensation warning cleared after dehumidifier ramp-up.
+40319,2024-05-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.197,False,Quality hold reduced finishing booth activity for one shift.
+40320,2024-05-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.595,False,Maintenance note logged for coupling imbalance inspection.
+40321,2024-05-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Vibration burst exceeds envelope during tool change cycle.
+40322,2024-05-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.149,False,Sensor battery health remains nominal after firmware update.
+40323,2024-05-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.63,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40324,2024-05-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.549,False,Shift handoff note referenced unusual noise near press enclosure.
+40325,2024-05-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Humidity baseline improved after seal replacement.
+40326,2024-05-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.506,False,Vibration harmonics broadened during extended production run.
+40327,2024-05-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Vibration baseline recovered after tool holder replacement.
+40328,2024-05-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.791,False,Humidity readings track seasonal rise across late spring.
+40329,2024-05-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.932,False,Vibration harmonics broadened during extended production run.
+40330,2024-05-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.353,False,Supervisory alert generated after three consecutive threshold breaches.
+40331,2024-05-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.341,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40332,2024-05-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.946,False,Condensation warning cleared after dehumidifier ramp-up.
+40333,2024-05-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40334,2024-05-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.623,False,Anomaly review flagged possible bearing wear progression.
+40335,2024-05-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.116,False,Unbalanced load introduced cyclical pressure ripple.
+40336,2024-05-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.698,False,Machine throughput increase drove sustained pressure uplift.
+40337,2024-05-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Telemetry quality flag downgraded during sensor self-test window.
+40338,2024-05-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.05,False,Press cycle dwell time lengthened during high-volume batch.
+40339,2024-05-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.084,False,Telemetry quality flag downgraded during sensor self-test window.
+40340,2024-05-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.888,False,Sensor heartbeat delayed by one interval after gateway retry.
+40341,2024-05-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Operator reset acknowledged after red-tag inspection.
+40342,2024-05-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.092,False,Shift handoff note referenced unusual noise near press enclosure.
+40343,2024-05-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.124,False,Humidity climbed during dock-door open period in afternoon shift.
+40344,2024-05-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.298,False,Edge collector replayed buffered events after network recovery.
+40345,2024-05-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.237,False,Coolant loop adjustment reduced chamber temperature spread.
+40346,2024-05-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.092,False,Edge collector replayed buffered events after network recovery.
+40347,2024-05-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.414,False,Press cycle dwell time lengthened during high-volume batch.
+40348,2024-05-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40349,2024-05-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Packaging line stop reduced adjacent vibration background.
+40350,2024-05-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.735,False,Vibration baseline recovered after tool holder replacement.
+40351,2024-05-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40352,2024-05-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.85,False,Maintenance note logged for coupling imbalance inspection.
+40353,2024-05-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40354,2024-05-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.22,False,Pressure line purge completed before restart authorization.
+40355,2024-05-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40356,2024-05-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.216,False,Shift handoff note referenced unusual noise near press enclosure.
+40357,2024-05-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Temperature variance narrowed after coolant nozzle cleaning.
+40358,2024-05-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.465,False,Operator reported intermittent chatter on machine CNC-04.
+40359,2024-05-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.347,False,Air handler maintenance reduced humidity variance on finishing line.
+40360,2024-05-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.959,False,Transient outlier matched forklift impact near cabinet wall.
+40361,2024-05-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Condensation warning cleared after dehumidifier ramp-up.
+40362,2024-05-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.134,False,Quality team requested trace review for lot 24-118B.
+40363,2024-05-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.682,False,Dust extraction fan offline for 18 minutes on line finishing.
+40364,2024-05-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.58,False,Humidity excursion near finishing booth during coating run.
+40365,2024-05-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.71,False,Maintenance scheduler deferred calibration due to spare shortage.
+40366,2024-05-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.444,False,Sensor enclosure opened for manual calibration verification.
+40367,2024-05-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Operator reset acknowledged after red-tag inspection.
+40368,2024-05-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.082,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40369,2024-05-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.237,False,Temporary gateway failover completed without data loss.
+40370,2024-05-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.473,False,Thermal ramp exceeded expected warmup curve before shift start.
+40371,2024-05-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Sensor enclosure opened for manual calibration verification.
+40372,2024-05-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.544,False,Telemetry quality flag downgraded during sensor self-test window.
+40373,2024-05-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Maintenance crew confirmed lubrication interval was missed.
+40374,2024-05-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.98,False,Quality hold reduced finishing booth activity for one shift.
+40375,2024-05-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Temperature variance narrowed after coolant nozzle cleaning.
+40376,2024-05-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.85,False,Thermal ramp exceeded expected warmup curve before shift start.
+40377,2024-05-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Machine throughput increase drove sustained pressure uplift.
+40378,2024-05-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.833,False,Operator reported intermittent chatter on machine CNC-04.
+40379,2024-05-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.49,False,Humidity excursion near finishing booth during coating run.
+40380,2024-05-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.213,False,Short-lived packet loss observed at edge gateway gw-02.
+40381,2024-05-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Humidity baseline improved after seal replacement.
+40382,2024-05-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.544,False,Quality hold reduced finishing booth activity for one shift.
+40383,2024-05-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.03,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40384,2024-05-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.718,False,Maintenance note logged for coupling imbalance inspection.
+40385,2024-05-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.193,False,Sensor heartbeat delayed by one interval after gateway retry.
+40386,2024-05-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.102,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40387,2024-05-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Humidity readings track seasonal rise across late spring.
+40388,2024-05-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.916,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40389,2024-05-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Operator reported intermittent chatter on machine CNC-04.
+40390,2024-05-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.188,False,Humidity readings track seasonal rise across late spring.
+40391,2024-05-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.796,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40392,2024-05-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.338,False,Vibration baseline recovered after tool holder replacement.
+40393,2024-05-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Humidity excursion near finishing booth during coating run.
+40394,2024-05-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.37,False,Vibration harmonics broadened during extended production run.
+40395,2024-05-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.282,False,Calibration check overdue by 11 days for press-line transducer.
+40396,2024-05-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.77,False,Sensor enclosure opened for manual calibration verification.
+40397,2024-05-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Sensor signal clipping observed during startup surge.
+40398,2024-05-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.794,False,Humidity baseline improved after seal replacement.
+40399,2024-05-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.328,False,Sensor battery health remains nominal after firmware update.
+40400,2024-05-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.053,False,Supervisory alert generated after three consecutive threshold breaches.
+40401,2024-05-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Supervisory alert generated after three consecutive threshold breaches.
+40402,2024-05-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.176,False,Packaging line stop reduced adjacent vibration background.
+40403,2024-05-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40404,2024-05-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.803,False,Vibration baseline recovered after tool holder replacement.
+40405,2024-05-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.011,False,Humidity readings track seasonal rise across late spring.
+40406,2024-05-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.371,False,Hydraulic line pressure oscillation detected under load.
+40407,2024-05-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Machine throughput increase drove sustained pressure uplift.
+40408,2024-05-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.59,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40409,2024-05-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Condensation warning cleared after dehumidifier ramp-up.
+40410,2024-05-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.87,False,Pressure peak corresponds to oversized billet batch processing.
+40411,2024-05-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Thermal ramp exceeded expected warmup curve before shift start.
+40412,2024-05-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.319,False,Bearing temperature rising faster than baseline on spindle cell.
+40413,2024-05-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Thermal overshoot event coincided with recipe change on furnace.
+40414,2024-05-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.946,False,Telemetry quality flag downgraded during sensor self-test window.
+40415,2024-05-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.335,False,Operator reported intermittent chatter on machine CNC-04.
+40416,2024-05-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Humidity readings track seasonal rise across late spring.
+40417,2024-05-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40418,2024-05-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.963,False,Humidity readings track seasonal rise across late spring.
+40419,2024-05-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Machine throughput increase drove sustained pressure uplift.
+40420,2024-05-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.121,False,Vibration burst exceeds envelope during tool change cycle.
+40421,2024-05-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.482,False,Warning threshold updated for pilot predictive-maintenance model.
+40422,2024-05-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.14,False,Vibration harmonics broadened during extended production run.
+40423,2024-05-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.28,False,Temperature remained elevated during unscheduled overtime run.
+40424,2024-05-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.122,False,Sensor enclosure opened for manual calibration verification.
+40425,2024-05-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40426,2024-05-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.617,False,Sensor battery health remains nominal after firmware update.
+40427,2024-05-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.379,False,Thermal ramp exceeded expected warmup curve before shift start.
+40428,2024-05-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.504,False,Humidity climbed during dock-door open period in afternoon shift.
+40429,2024-05-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.945,False,Edge collector replayed buffered events after network recovery.
+40430,2024-05-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.144,False,Pressure peak corresponds to oversized billet batch processing.
+40431,2024-05-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.524,False,Edge collector replayed buffered events after network recovery.
+40432,2024-05-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.94,False,Temperature variance narrowed after coolant nozzle cleaning.
+40433,2024-05-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.862,False,Calibration check overdue by 11 days for press-line transducer.
+40434,2024-05-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.255,False,Reliability engineer tagged sample window for model retraining.
+40435,2024-05-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.231,False,Sensor heartbeat delayed by one interval after gateway retry.
+40436,2024-05-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.438,False,Temporary gateway failover completed without data loss.
+40437,2024-05-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Bearing temperature rising faster than baseline on spindle cell.
+40438,2024-05-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.907,False,Humidity baseline improved after seal replacement.
+40439,2024-05-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.095,False,Vibration burst exceeds envelope during tool change cycle.
+40440,2024-05-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.391,False,Air handler maintenance reduced humidity variance on finishing line.
+40441,2024-05-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.096,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40442,2024-05-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.003,False,Dust extraction fan offline for 18 minutes on line finishing.
+40443,2024-05-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Condensation warning cleared after dehumidifier ramp-up.
+40444,2024-05-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.272,False,Pressure settled back to nominal after valve reseat.
+40445,2024-05-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.713,False,Supervisory alert generated after three consecutive threshold breaches.
+40446,2024-05-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.885,False,Quality team requested trace review for lot 24-118B.
+40447,2024-05-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.396,False,Temperature remained elevated during unscheduled overtime run.
+40448,2024-05-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.296,False,Short-lived packet loss observed at edge gateway gw-02.
+40449,2024-05-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.109,False,Air handler maintenance reduced humidity variance on finishing line.
+40450,2024-05-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.263,False,Night shift startup produced higher than normal vibration floor.
+40451,2024-05-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.653,False,Maintenance crew confirmed lubrication interval was missed.
+40452,2024-05-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.458,False,Vibration baseline recovered after tool holder replacement.
+40453,2024-05-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Machine idle period extended during planned sanitation window.
+40454,2024-05-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.866,False,Vibration burst exceeds envelope during tool change cycle.
+40455,2024-05-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.654,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40456,2024-05-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.64,False,Sensor signal clipping observed during startup surge.
+40457,2024-05-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.866,False,Machine throughput increase drove sustained pressure uplift.
+40458,2024-05-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.335,False,Pressure peak corresponds to oversized billet batch processing.
+40459,2024-05-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.713,False,Calibration check overdue by 11 days for press-line transducer.
+40460,2024-05-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.12,False,Sensor enclosure opened for manual calibration verification.
+40461,2024-05-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Temperature remained elevated during unscheduled overtime run.
+40462,2024-05-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.887,False,Pressure settled back to nominal after valve reseat.
+40463,2024-05-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.595,False,Unbalanced load introduced cyclical pressure ripple.
+40464,2024-05-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.088,False,Unbalanced load introduced cyclical pressure ripple.
+40465,2024-05-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Thermal overshoot event coincided with recipe change on furnace.
+40466,2024-05-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.304,False,Vibration burst exceeds envelope during tool change cycle.
+40467,2024-05-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.373,False,Hydraulic line pressure oscillation detected under load.
+40468,2024-05-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.486,False,Machine throughput increase drove sustained pressure uplift.
+40469,2024-05-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Quality team requested trace review for lot 24-118B.
+40470,2024-05-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.021,False,Operator reset acknowledged after red-tag inspection.
+40471,2024-05-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.014,False,Temperature variance narrowed after coolant nozzle cleaning.
+40472,2024-05-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.249,False,Operator reset acknowledged after red-tag inspection.
+40473,2024-05-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.661,False,Coolant loop adjustment reduced chamber temperature spread.
+40474,2024-05-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40475,2024-05-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.741,False,Thermal ramp exceeded expected warmup curve before shift start.
+40476,2024-05-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.306,False,Quality hold reduced finishing booth activity for one shift.
+40477,2024-05-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.08,False,Pressure peak corresponds to oversized billet batch processing.
+40478,2024-05-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.264,False,Packaging line stop reduced adjacent vibration background.
+40479,2024-05-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Vibration baseline recovered after tool holder replacement.
+40480,2024-05-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.984,False,Machine idle period extended during planned sanitation window.
+40481,2024-05-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Packaging line stop reduced adjacent vibration background.
+40482,2024-05-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.182,False,Packaging line stop reduced adjacent vibration background.
+40483,2024-05-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.545,False,Temperature remained elevated during unscheduled overtime run.
+40484,2024-05-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.594,False,Temporary gateway failover completed without data loss.
+40485,2024-05-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.549,False,Thermal overshoot event coincided with recipe change on furnace.
+40486,2024-05-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.53,False,SCADA backfill inserted two delayed telemetry points.
+40487,2024-05-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Temperature remained elevated during unscheduled overtime run.
+40488,2024-05-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.599,False,Sensor battery health remains nominal after firmware update.
+40489,2024-05-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.136,False,Dust extraction fan offline for 18 minutes on line finishing.
+40490,2024-05-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.811,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40491,2024-05-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.586,False,Packaging line stop reduced adjacent vibration background.
+40492,2024-05-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.769,False,Anomaly review flagged possible bearing wear progression.
+40493,2024-05-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Sensor enclosure opened for manual calibration verification.
+40494,2024-05-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.243,False,Condensation warning cleared after dehumidifier ramp-up.
+40495,2024-05-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.587,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40496,2024-05-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.245,False,SCADA backfill inserted two delayed telemetry points.
+40497,2024-05-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Machine throughput increase drove sustained pressure uplift.
+40498,2024-05-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.905,False,Thermal overshoot event coincided with recipe change on furnace.
+40499,2024-05-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Hydraulic line pressure oscillation detected under load.
+40500,2024-05-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.712,False,Maintenance scheduler deferred calibration due to spare shortage.
+40501,2024-05-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.268,False,Short-lived packet loss observed at edge gateway gw-02.
+40502,2024-05-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.722,False,Edge collector replayed buffered events after network recovery.
+40503,2024-05-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.891,False,Maintenance note logged for coupling imbalance inspection.
+40504,2024-05-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.369,False,Telemetry quality flag downgraded during sensor self-test window.
+40505,2024-05-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.908,False,Humidity excursion near finishing booth during coating run.
+40506,2024-05-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.418,False,Humidity climbed during dock-door open period in afternoon shift.
+40507,2024-05-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Shift handoff note referenced unusual noise near press enclosure.
+40508,2024-05-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.579,False,Vibration harmonics broadened during extended production run.
+40509,2024-05-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.778,False,Calibration check overdue by 11 days for press-line transducer.
+40510,2024-05-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.012,False,Edge collector replayed buffered events after network recovery.
+40511,2024-05-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.727,False,Pressure settled back to nominal after valve reseat.
+40512,2024-05-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.432,False,Temperature variance narrowed after coolant nozzle cleaning.
+40513,2024-05-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.159,False,Press cycle dwell time lengthened during high-volume batch.
+40514,2024-05-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.436,False,Sensor signal clipping observed during startup surge.
+40515,2024-05-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.562,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40516,2024-05-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.8,False,Pressure peak corresponds to oversized billet batch processing.
+40517,2024-05-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40518,2024-05-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.507,False,Press cycle dwell time lengthened during high-volume batch.
+40519,2024-05-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Shift handoff note referenced unusual noise near press enclosure.
+40520,2024-05-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.117,False,Anomaly review flagged possible bearing wear progression.
+40521,2024-05-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.902,False,Anomaly review flagged possible bearing wear progression.
+40522,2024-05-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.021,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40523,2024-05-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.256,False,Quality hold reduced finishing booth activity for one shift.
+40524,2024-05-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.23,False,Pressure line purge completed before restart authorization.
+40525,2024-05-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.168,False,Coolant loop adjustment reduced chamber temperature spread.
+40526,2024-05-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.391,False,Operator reset acknowledged after red-tag inspection.
+40527,2024-05-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.331,False,Condensation warning cleared after dehumidifier ramp-up.
+40528,2024-05-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.937,False,Quality hold reduced finishing booth activity for one shift.
+40529,2024-05-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40530,2024-05-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.469,False,Anomaly review flagged possible bearing wear progression.
+40531,2024-05-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.439,False,Sensor heartbeat delayed by one interval after gateway retry.
+40532,2024-05-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.758,False,Night shift startup produced higher than normal vibration floor.
+40533,2024-05-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.726,False,Night shift startup produced higher than normal vibration floor.
+40534,2024-05-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.293,False,Humidity excursion near finishing booth during coating run.
+40535,2024-05-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40536,2024-05-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.936,False,Hydraulic line pressure oscillation detected under load.
+40537,2024-05-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Sensor battery health remains nominal after firmware update.
+40538,2024-05-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.989,False,Night shift startup produced higher than normal vibration floor.
+40539,2024-05-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.231,False,Supervisory alert generated after three consecutive threshold breaches.
+40540,2024-05-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.332,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40541,2024-05-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.121,False,Calibration check overdue by 11 days for press-line transducer.
+40542,2024-05-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.762,False,Condensation warning cleared after dehumidifier ramp-up.
+40543,2024-05-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.974,False,Reliability engineer tagged sample window for model retraining.
+40544,2024-05-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.552,False,Operator reported intermittent chatter on machine CNC-04.
+40545,2024-05-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.004,False,Bearing temperature rising faster than baseline on spindle cell.
+40546,2024-05-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.475,False,Hydraulic line pressure oscillation detected under load.
+40547,2024-05-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Calibration check overdue by 11 days for press-line transducer.
+40548,2024-05-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.731,False,Temperature variance narrowed after coolant nozzle cleaning.
+40549,2024-05-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.149,False,Maintenance crew confirmed lubrication interval was missed.
+40550,2024-05-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.352,False,Coolant loop adjustment reduced chamber temperature spread.
+40551,2024-05-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.588,False,Thermal overshoot event coincided with recipe change on furnace.
+40552,2024-05-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.231,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40553,2024-05-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Telemetry quality flag downgraded during sensor self-test window.
+40554,2024-05-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.224,False,Coolant loop adjustment reduced chamber temperature spread.
+40555,2024-05-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.639,False,Short-lived packet loss observed at edge gateway gw-02.
+40556,2024-05-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.933,False,Pressure peak corresponds to oversized billet batch processing.
+40557,2024-05-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Maintenance crew confirmed lubrication interval was missed.
+40558,2024-05-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.752,False,Humidity excursion near finishing booth during coating run.
+40559,2024-05-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Machine throughput increase drove sustained pressure uplift.
+40560,2024-05-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.944,False,Edge collector replayed buffered events after network recovery.
+40561,2024-05-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.059,False,Packaging line stop reduced adjacent vibration background.
+40562,2024-05-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40563,2024-05-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40564,2024-05-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Anomaly review flagged possible bearing wear progression.
+40565,2024-05-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.512,False,Pressure line purge completed before restart authorization.
+40566,2024-05-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.386,False,Temporary gateway failover completed without data loss.
+40567,2024-05-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.829,False,Transient outlier matched forklift impact near cabinet wall.
+40568,2024-05-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.717,False,Temperature remained elevated during unscheduled overtime run.
+40569,2024-05-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.615,False,Shift handoff note referenced unusual noise near press enclosure.
+40570,2024-05-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.686,False,Vibration baseline recovered after tool holder replacement.
+40571,2024-05-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40572,2024-05-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40573,2024-05-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.451,False,Temperature remained elevated during unscheduled overtime run.
+40574,2024-05-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.805,False,SCADA backfill inserted two delayed telemetry points.
+40575,2024-05-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.936,False,Humidity baseline improved after seal replacement.
+40576,2024-05-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.307,False,Vibration baseline recovered after tool holder replacement.
+40577,2024-05-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.435,False,Operator reported intermittent chatter on machine CNC-04.
+40578,2024-05-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.047,False,Air handler maintenance reduced humidity variance on finishing line.
+40579,2024-05-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.69,False,Anomaly review flagged possible bearing wear progression.
+40580,2024-05-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.87,False,Reliability engineer tagged sample window for model retraining.
+40581,2024-05-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Vibration baseline recovered after tool holder replacement.
+40582,2024-05-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.557,False,Short-lived packet loss observed at edge gateway gw-02.
+40583,2024-05-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Humidity baseline improved after seal replacement.
+40584,2024-05-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.352,False,Short-lived packet loss observed at edge gateway gw-02.
+40585,2024-05-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Sensor signal clipping observed during startup surge.
+40586,2024-05-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.954,False,Warning threshold updated for pilot predictive-maintenance model.
+40587,2024-05-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40588,2024-05-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.169,False,Calibration check overdue by 11 days for press-line transducer.
+40589,2024-05-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40590,2024-05-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.38,False,Shift handoff note referenced unusual noise near press enclosure.
+40591,2024-05-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.658,False,Sensor battery health remains nominal after firmware update.
+40592,2024-05-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.667,False,Pressure line purge completed before restart authorization.
+40593,2024-05-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.998,False,Vibration burst exceeds envelope during tool change cycle.
+40594,2024-05-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.916,False,Vibration harmonics broadened during extended production run.
+40595,2024-05-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Maintenance scheduler deferred calibration due to spare shortage.
+40596,2024-05-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.704,False,Hydraulic line pressure oscillation detected under load.
+40597,2024-05-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.742,False,Night shift startup produced higher than normal vibration floor.
+40598,2024-05-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.027,False,Telemetry quality flag downgraded during sensor self-test window.
+40599,2024-05-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Vibration burst exceeds envelope during tool change cycle.
+40600,2024-05-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.26,False,Temperature remained elevated during unscheduled overtime run.
+40601,2024-05-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Calibration check overdue by 11 days for press-line transducer.
+40602,2024-05-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.557,False,Vibration burst exceeds envelope during tool change cycle.
+40603,2024-05-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Hydraulic line pressure oscillation detected under load.
+40604,2024-05-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.445,False,Packaging line stop reduced adjacent vibration background.
+40605,2024-05-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.78,False,Pressure peak corresponds to oversized billet batch processing.
+40606,2024-05-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.772,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40607,2024-05-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.582,False,Maintenance crew confirmed lubrication interval was missed.
+40608,2024-05-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.368,False,Pressure line purge completed before restart authorization.
+40609,2024-05-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40610,2024-05-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.714,False,Condensation warning cleared after dehumidifier ramp-up.
+40611,2024-05-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.303,False,Humidity excursion near finishing booth during coating run.
+40612,2024-05-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.671,False,Bearing temperature rising faster than baseline on spindle cell.
+40613,2024-05-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.573,False,Anomaly review flagged possible bearing wear progression.
+40614,2024-05-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.114,False,Vibration burst exceeds envelope during tool change cycle.
+40615,2024-05-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.583,False,Dust extraction fan offline for 18 minutes on line finishing.
+40616,2024-05-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.212,False,Pressure peak corresponds to oversized billet batch processing.
+40617,2024-05-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.904,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40618,2024-05-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.017,False,Condensation warning cleared after dehumidifier ramp-up.
+40619,2024-05-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.458,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40620,2024-05-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40621,2024-05-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.946,False,Packaging line stop reduced adjacent vibration background.
+40622,2024-05-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.591,False,Machine idle period extended during planned sanitation window.
+40623,2024-05-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.529,False,Operator reported intermittent chatter on machine CNC-04.
+40624,2024-05-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.488,False,Operator reported intermittent chatter on machine CNC-04.
+40625,2024-05-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Quality hold reduced finishing booth activity for one shift.
+40626,2024-05-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.434,False,Thermal ramp exceeded expected warmup curve before shift start.
+40627,2024-05-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,Press cycle dwell time lengthened during high-volume batch.
+40628,2024-05-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.693,False,Humidity baseline improved after seal replacement.
+40629,2024-05-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.102,False,Operator reported intermittent chatter on machine CNC-04.
+40630,2024-05-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.519,False,Pressure line purge completed before restart authorization.
+40631,2024-05-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.47,False,Pressure line purge completed before restart authorization.
+40632,2024-05-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.037,False,Maintenance note logged for coupling imbalance inspection.
+40633,2024-05-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.599,False,Calibration check overdue by 11 days for press-line transducer.
+40634,2024-05-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.613,False,Temporary gateway failover completed without data loss.
+40635,2024-05-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.549,False,Transient outlier matched forklift impact near cabinet wall.
+40636,2024-05-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.852,False,Machine idle period extended during planned sanitation window.
+40637,2024-05-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Dust extraction fan offline for 18 minutes on line finishing.
+40638,2024-05-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Hydraulic line pressure oscillation detected under load.
+40639,2024-05-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.622,False,Air handler maintenance reduced humidity variance on finishing line.
+40640,2024-05-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.816,False,Sensor heartbeat delayed by one interval after gateway retry.
+40641,2024-05-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.613,False,Sensor signal clipping observed during startup surge.
+40642,2024-05-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.345,False,Temporary gateway failover completed without data loss.
+40643,2024-05-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.758,False,Thermal overshoot event coincided with recipe change on furnace.
+40644,2024-05-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.163,False,Vibration burst exceeds envelope during tool change cycle.
+40645,2024-05-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,24.953,True,Supervisory alert generated after three consecutive threshold breaches.
+40646,2024-05-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40647,2024-05-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40648,2024-05-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.85,False,Transient outlier matched forklift impact near cabinet wall.
+40649,2024-05-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.201,True,Temperature remained elevated during unscheduled overtime run.
+40650,2024-05-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.158,False,SCADA backfill inserted two delayed telemetry points.
+40651,2024-05-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.215,False,Coolant loop adjustment reduced chamber temperature spread.
+40652,2024-05-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.346,False,Machine idle period extended during planned sanitation window.
+40653,2024-05-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.673,True,Quality hold reduced finishing booth activity for one shift.
+40654,2024-05-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.531,False,Maintenance scheduler deferred calibration due to spare shortage.
+40655,2024-05-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.596,False,Temporary gateway failover completed without data loss.
+40656,2024-05-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.387,False,Operator reported intermittent chatter on machine CNC-04.
+40657,2024-05-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.715,True,Condensation warning cleared after dehumidifier ramp-up.
+40658,2024-05-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.18,False,Operator reset acknowledged after red-tag inspection.
+40659,2024-05-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.254,False,Sensor enclosure opened for manual calibration verification.
+40660,2024-05-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.523,False,Quality hold reduced finishing booth activity for one shift.
+40661,2024-05-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.477,True,Press cycle dwell time lengthened during high-volume batch.
+40662,2024-05-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.094,False,Pressure settled back to nominal after valve reseat.
+40663,2024-05-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Anomaly review flagged possible bearing wear progression.
+40664,2024-05-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.105,False,Transient outlier matched forklift impact near cabinet wall.
+40665,2024-05-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.891,True,Pressure peak corresponds to oversized billet batch processing.
+40666,2024-05-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.137,False,Maintenance scheduler deferred calibration due to spare shortage.
+40667,2024-05-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.086,False,Quality team requested trace review for lot 24-118B.
+40668,2024-05-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.479,False,Condensation warning cleared after dehumidifier ramp-up.
+40669,2024-05-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.775,True,Pressure line purge completed before restart authorization.
+40670,2024-05-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.005,False,Sensor heartbeat delayed by one interval after gateway retry.
+40671,2024-05-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Packaging line stop reduced adjacent vibration background.
+40672,2024-05-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.715,False,Short-lived packet loss observed at edge gateway gw-02.
+40673,2024-05-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.781,True,Quality team requested trace review for lot 24-118B.
+40674,2024-05-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Reliability engineer tagged sample window for model retraining.
+40675,2024-05-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.21,False,Thermal overshoot event coincided with recipe change on furnace.
+40676,2024-05-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.967,False,Night shift startup produced higher than normal vibration floor.
+40677,2024-05-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.437,True,Hydraulic line pressure oscillation detected under load.
+40678,2024-05-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.708,False,Machine throughput increase drove sustained pressure uplift.
+40679,2024-05-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.901,False,Coolant loop adjustment reduced chamber temperature spread.
+40680,2024-05-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.766,False,Sensor enclosure opened for manual calibration verification.
+40681,2024-05-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,20.038,True,Calibration check overdue by 11 days for press-line transducer.
+40682,2024-05-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.074,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40683,2024-05-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.049,False,Reliability engineer tagged sample window for model retraining.
+40684,2024-05-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.643,False,Air handler maintenance reduced humidity variance on finishing line.
+40685,2024-05-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.599,True,Quality team requested trace review for lot 24-118B.
+40686,2024-05-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.054,False,Humidity readings track seasonal rise across late spring.
+40687,2024-05-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Thermal ramp exceeded expected warmup curve before shift start.
+40688,2024-05-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.459,False,Pressure line purge completed before restart authorization.
+40689,2024-05-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.589,True,Packaging line stop reduced adjacent vibration background.
+40690,2024-05-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.287,False,Humidity excursion near finishing booth during coating run.
+40691,2024-05-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Short-lived packet loss observed at edge gateway gw-02.
+40692,2024-05-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.28,False,Condensation warning cleared after dehumidifier ramp-up.
+40693,2024-05-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.189,True,Pressure peak corresponds to oversized billet batch processing.
+40694,2024-05-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.795,False,Bearing temperature rising faster than baseline on spindle cell.
+40695,2024-05-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Temperature variance narrowed after coolant nozzle cleaning.
+40696,2024-05-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.444,False,Maintenance scheduler deferred calibration due to spare shortage.
+40697,2024-05-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,22.38,True,Ambient temperature stabilized after HVAC stage-two engagement.
+40698,2024-05-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.791,False,Warning threshold updated for pilot predictive-maintenance model.
+40699,2024-05-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.459,False,Pressure peak corresponds to oversized billet batch processing.
+40700,2024-05-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.559,False,Night shift startup produced higher than normal vibration floor.
+40701,2024-05-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.526,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40702,2024-05-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.682,False,Press cycle dwell time lengthened during high-volume batch.
+40703,2024-05-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Sensor enclosure opened for manual calibration verification.
+40704,2024-05-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40705,2024-05-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,8.944,True,Temperature remained elevated during unscheduled overtime run.
+40706,2024-05-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.346,False,Humidity excursion near finishing booth during coating run.
+40707,2024-05-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Humidity baseline improved after seal replacement.
+40708,2024-05-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.603,False,Coolant loop adjustment reduced chamber temperature spread.
+40709,2024-05-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.319,True,Maintenance note logged for coupling imbalance inspection.
+40710,2024-05-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.182,False,Supervisory alert generated after three consecutive threshold breaches.
+40711,2024-05-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Operator reported intermittent chatter on machine CNC-04.
+40712,2024-05-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.373,False,Sensor heartbeat delayed by one interval after gateway retry.
+40713,2024-05-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.722,True,Supervisory alert generated after three consecutive threshold breaches.
+40714,2024-05-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40715,2024-05-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.539,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40716,2024-05-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.562,False,Coolant loop adjustment reduced chamber temperature spread.
+40717,2024-05-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.298,True,Temperature variance narrowed after coolant nozzle cleaning.
+40718,2024-05-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.329,False,Pressure peak corresponds to oversized billet batch processing.
+40719,2024-05-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.999,False,Short-lived packet loss observed at edge gateway gw-02.
+40720,2024-05-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.679,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40721,2024-05-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,25.752,True,Maintenance note logged for coupling imbalance inspection.
+40722,2024-05-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.241,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40723,2024-05-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40724,2024-05-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.025,False,Reliability engineer tagged sample window for model retraining.
+40725,2024-05-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,22.57,True,Sensor signal clipping observed during startup surge.
+40726,2024-05-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.249,False,SCADA backfill inserted two delayed telemetry points.
+40727,2024-05-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.431,False,Pressure line purge completed before restart authorization.
+40728,2024-05-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.747,False,Shift handoff note referenced unusual noise near press enclosure.
+40729,2024-05-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.677,True,Air handler maintenance reduced humidity variance on finishing line.
+40730,2024-05-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.754,False,Temporary gateway failover completed without data loss.
+40731,2024-05-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.371,False,Temperature variance narrowed after coolant nozzle cleaning.
+40732,2024-05-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.121,False,Humidity readings track seasonal rise across late spring.
+40733,2024-05-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.348,True,Sensor battery health remains nominal after firmware update.
+40734,2024-05-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.837,False,Pressure line purge completed before restart authorization.
+40735,2024-05-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.328,False,Sensor battery health remains nominal after firmware update.
+40736,2024-05-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Sensor heartbeat delayed by one interval after gateway retry.
+40737,2024-05-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.789,True,Quality hold reduced finishing booth activity for one shift.
+40738,2024-05-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.667,False,Machine throughput increase drove sustained pressure uplift.
+40739,2024-05-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Machine throughput increase drove sustained pressure uplift.
+40740,2024-05-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.425,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40741,2024-05-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.35,True,Dust extraction fan offline for 18 minutes on line finishing.
+40742,2024-05-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.098,False,Vibration harmonics broadened during extended production run.
+40743,2024-05-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.749,False,Vibration burst exceeds envelope during tool change cycle.
+40744,2024-05-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.516,False,Transient outlier matched forklift impact near cabinet wall.
+40745,2024-05-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.55,True,Calibration check overdue by 11 days for press-line transducer.
+40746,2024-05-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.311,False,Transient outlier matched forklift impact near cabinet wall.
+40747,2024-05-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Maintenance note logged for coupling imbalance inspection.
+40748,2024-05-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.063,False,Warning threshold updated for pilot predictive-maintenance model.
+40749,2024-05-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.01,True,Warning threshold updated for pilot predictive-maintenance model.
+40750,2024-05-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.231,False,Sensor signal clipping observed during startup surge.
+40751,2024-05-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.493,False,Air handler maintenance reduced humidity variance on finishing line.
+40752,2024-05-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.308,False,Maintenance note logged for coupling imbalance inspection.
+40753,2024-05-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.178,True,Thermal overshoot event coincided with recipe change on furnace.
+40754,2024-05-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.945,False,Humidity excursion near finishing booth during coating run.
+40755,2024-05-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.887,False,Pressure line purge completed before restart authorization.
+40756,2024-05-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.192,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40757,2024-05-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.72,True,Temporary gateway failover completed without data loss.
+40758,2024-05-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.263,False,Coolant loop adjustment reduced chamber temperature spread.
+40759,2024-05-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Maintenance scheduler deferred calibration due to spare shortage.
+40760,2024-05-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.241,False,Humidity baseline improved after seal replacement.
+40761,2024-05-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.381,True,Night shift startup produced higher than normal vibration floor.
+40762,2024-05-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.396,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40763,2024-05-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Maintenance crew confirmed lubrication interval was missed.
+40764,2024-05-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.604,False,Sensor heartbeat delayed by one interval after gateway retry.
+40765,2024-05-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.841,True,Reliability engineer tagged sample window for model retraining.
+40766,2024-05-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Dust extraction fan offline for 18 minutes on line finishing.
+40767,2024-05-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Press cycle dwell time lengthened during high-volume batch.
+40768,2024-05-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.21,False,Temporary gateway failover completed without data loss.
+40769,2024-05-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.782,True,Humidity readings track seasonal rise across late spring.
+40770,2024-05-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.055,False,Air handler maintenance reduced humidity variance on finishing line.
+40771,2024-05-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.4,False,Pressure settled back to nominal after valve reseat.
+40772,2024-05-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.676,False,Machine throughput increase drove sustained pressure uplift.
+40773,2024-05-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.662,True,Thermal overshoot event coincided with recipe change on furnace.
+40774,2024-05-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.837,False,Unbalanced load introduced cyclical pressure ripple.
+40775,2024-05-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Press cycle dwell time lengthened during high-volume batch.
+40776,2024-05-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.51,False,Vibration burst exceeds envelope during tool change cycle.
+40777,2024-05-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.484,True,Calibration check overdue by 11 days for press-line transducer.
+40778,2024-05-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.704,False,Maintenance note logged for coupling imbalance inspection.
+40779,2024-05-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.462,False,Unbalanced load introduced cyclical pressure ripple.
+40780,2024-05-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.956,False,Transient outlier matched forklift impact near cabinet wall.
+40781,2024-05-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.586,True,Shift handoff note referenced unusual noise near press enclosure.
+40782,2024-05-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.739,False,Pressure line purge completed before restart authorization.
+40783,2024-05-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.12,False,Humidity excursion near finishing booth during coating run.
+40784,2024-05-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.777,False,Sensor heartbeat delayed by one interval after gateway retry.
+40785,2024-05-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.206,True,Operator reset acknowledged after red-tag inspection.
+40786,2024-05-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.53,False,Unbalanced load introduced cyclical pressure ripple.
+40787,2024-05-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Press cycle dwell time lengthened during high-volume batch.
+40788,2024-05-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.191,False,Condensation warning cleared after dehumidifier ramp-up.
+40789,2024-05-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.487,True,Maintenance crew confirmed lubrication interval was missed.
+40790,2024-05-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.438,False,Vibration harmonics broadened during extended production run.
+40791,2024-05-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Sensor heartbeat delayed by one interval after gateway retry.
+40792,2024-05-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.568,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40793,2024-05-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.038,True,Coolant loop adjustment reduced chamber temperature spread.
+40794,2024-05-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Reliability engineer tagged sample window for model retraining.
+40795,2024-05-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Pressure peak corresponds to oversized billet batch processing.
+40796,2024-05-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.653,False,Supervisory alert generated after three consecutive threshold breaches.
+40797,2024-05-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.262,True,Pressure settled back to nominal after valve reseat.
+40798,2024-05-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.311,False,Reliability engineer tagged sample window for model retraining.
+40799,2024-05-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Short-lived packet loss observed at edge gateway gw-02.
+40800,2024-05-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.935,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40801,2024-05-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,31.359,True,Maintenance scheduler deferred calibration due to spare shortage.
+40802,2024-05-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.405,False,Telemetry quality flag downgraded during sensor self-test window.
+40803,2024-05-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.067,False,Vibration harmonics broadened during extended production run.
+40804,2024-05-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.226,False,Quality hold reduced finishing booth activity for one shift.
+40805,2024-05-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.343,True,Calibration check overdue by 11 days for press-line transducer.
+40806,2024-05-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.191,False,Humidity baseline improved after seal replacement.
+40807,2024-05-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Hydraulic line pressure oscillation detected under load.
+40808,2024-05-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.301,False,Night shift startup produced higher than normal vibration floor.
+40809,2024-05-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.965,True,Operator reset acknowledged after red-tag inspection.
+40810,2024-05-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.982,False,Vibration burst exceeds envelope during tool change cycle.
+40811,2024-05-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.275,False,Press cycle dwell time lengthened during high-volume batch.
+40812,2024-05-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.35,False,Air handler maintenance reduced humidity variance on finishing line.
+40813,2024-05-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.931,True,Bearing temperature rising faster than baseline on spindle cell.
+40814,2024-05-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.973,False,Maintenance note logged for coupling imbalance inspection.
+40815,2024-05-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Unbalanced load introduced cyclical pressure ripple.
+40816,2024-05-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.029,False,Pressure settled back to nominal after valve reseat.
+40817,2024-05-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.988,True,Condensation warning cleared after dehumidifier ramp-up.
+40818,2024-05-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.316,False,Shift handoff note referenced unusual noise near press enclosure.
+40819,2024-05-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.499,False,Temperature remained elevated during unscheduled overtime run.
+40820,2024-05-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.194,False,SCADA backfill inserted two delayed telemetry points.
+40821,2024-05-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,18.844,True,Thermal ramp exceeded expected warmup curve before shift start.
+40822,2024-05-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.111,False,Temperature remained elevated during unscheduled overtime run.
+40823,2024-05-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.766,False,Humidity excursion near finishing booth during coating run.
+40824,2024-05-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.068,False,Shift handoff note referenced unusual noise near press enclosure.
+40825,2024-05-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.343,True,Humidity excursion near finishing booth during coating run.
+40826,2024-05-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.223,False,Temperature remained elevated during unscheduled overtime run.
+40827,2024-05-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Pressure settled back to nominal after valve reseat.
+40828,2024-05-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.035,False,Machine throughput increase drove sustained pressure uplift.
+40829,2024-05-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.481,True,Bearing temperature rising faster than baseline on spindle cell.
+40830,2024-05-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.443,False,Maintenance crew confirmed lubrication interval was missed.
+40831,2024-05-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.763,False,Calibration check overdue by 11 days for press-line transducer.
+40832,2024-05-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.11,False,Calibration check overdue by 11 days for press-line transducer.
+40833,2024-05-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.049,True,Sensor battery health remains nominal after firmware update.
+40834,2024-05-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.874,False,Humidity baseline improved after seal replacement.
+40835,2024-05-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Thermal ramp exceeded expected warmup curve before shift start.
+40836,2024-05-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.368,False,Machine idle period extended during planned sanitation window.
+40837,2024-05-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,8.704,True,Reliability engineer tagged sample window for model retraining.
+40838,2024-05-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.337,False,Short-lived packet loss observed at edge gateway gw-02.
+40839,2024-05-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Humidity climbed during dock-door open period in afternoon shift.
+40840,2024-05-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.974,False,Temporary gateway failover completed without data loss.
+40841,2024-05-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,19.451,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+40842,2024-05-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.494,False,Quality team requested trace review for lot 24-118B.
+40843,2024-05-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Bearing temperature rising faster than baseline on spindle cell.
+40844,2024-05-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.181,False,Air handler maintenance reduced humidity variance on finishing line.
+40845,2024-05-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,24.293,True,Humidity readings track seasonal rise across late spring.
+40846,2024-05-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.123,False,Press cycle dwell time lengthened during high-volume batch.
+40847,2024-05-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Unbalanced load introduced cyclical pressure ripple.
+40848,2024-05-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.921,False,Humidity readings track seasonal rise across late spring.
+40849,2024-05-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.402,True,Press cycle dwell time lengthened during high-volume batch.
+40850,2024-05-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.281,False,Air handler maintenance reduced humidity variance on finishing line.
+40851,2024-05-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.563,False,Shift handoff note referenced unusual noise near press enclosure.
+40852,2024-05-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.452,False,Vibration burst exceeds envelope during tool change cycle.
+40853,2024-05-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.471,True,Machine idle period extended during planned sanitation window.
+40854,2024-05-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.331,False,Vibration harmonics broadened during extended production run.
+40855,2024-05-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.192,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+40856,2024-05-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.143,False,Edge collector replayed buffered events after network recovery.
+40857,2024-05-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.588,True,Warning threshold updated for pilot predictive-maintenance model.
+40858,2024-05-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.718,False,Thermal ramp exceeded expected warmup curve before shift start.
+40859,2024-05-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Sensor battery health remains nominal after firmware update.
+40860,2024-05-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.912,False,Press cycle dwell time lengthened during high-volume batch.
+40861,2024-05-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.25,True,Humidity climbed during dock-door open period in afternoon shift.
+40862,2024-05-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.141,False,Condensation warning cleared after dehumidifier ramp-up.
+40863,2024-05-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.81,False,Temperature variance narrowed after coolant nozzle cleaning.
+40864,2024-05-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.276,False,Maintenance scheduler deferred calibration due to spare shortage.
+40865,2024-05-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.077,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40866,2024-05-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.769,False,Hydraulic line pressure oscillation detected under load.
+40867,2024-05-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Reliability engineer tagged sample window for model retraining.
+40868,2024-05-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.874,False,Maintenance note logged for coupling imbalance inspection.
+40869,2024-05-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.057,True,Operator reset acknowledged after red-tag inspection.
+40870,2024-05-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.888,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40871,2024-05-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Sensor signal clipping observed during startup surge.
+40872,2024-05-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.637,False,Quality team requested trace review for lot 24-118B.
+40873,2024-05-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.48,True,Humidity excursion near finishing booth during coating run.
+40874,2024-05-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.543,False,Humidity readings track seasonal rise across late spring.
+40875,2024-05-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40876,2024-05-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.318,False,Sensor heartbeat delayed by one interval after gateway retry.
+40877,2024-05-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.277,True,Short-lived packet loss observed at edge gateway gw-02.
+40878,2024-05-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.33,False,Thermal ramp exceeded expected warmup curve before shift start.
+40879,2024-05-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.353,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40880,2024-05-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.8,False,Operator reported intermittent chatter on machine CNC-04.
+40881,2024-05-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.829,True,Vibration baseline recovered after tool holder replacement.
+40882,2024-05-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.033,False,Operator reported intermittent chatter on machine CNC-04.
+40883,2024-05-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Sensor heartbeat delayed by one interval after gateway retry.
+40884,2024-05-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.252,False,Operator reset acknowledged after red-tag inspection.
+40885,2024-05-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.06,True,Thermal overshoot event coincided with recipe change on furnace.
+40886,2024-05-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.396,False,Shift handoff note referenced unusual noise near press enclosure.
+40887,2024-05-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.578,False,Quality hold reduced finishing booth activity for one shift.
+40888,2024-05-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.144,False,Humidity excursion near finishing booth during coating run.
+40889,2024-05-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.328,True,Humidity excursion near finishing booth during coating run.
+40890,2024-05-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.279,False,Coolant loop adjustment reduced chamber temperature spread.
+40891,2024-05-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.559,False,Press cycle dwell time lengthened during high-volume batch.
+40892,2024-05-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.055,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40893,2024-05-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.012,True,Warning threshold updated for pilot predictive-maintenance model.
+40894,2024-05-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.967,False,Vibration baseline recovered after tool holder replacement.
+40895,2024-05-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.151,False,Unbalanced load introduced cyclical pressure ripple.
+40896,2024-05-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.821,False,Pressure settled back to nominal after valve reseat.
+40897,2024-05-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.489,True,Press cycle dwell time lengthened during high-volume batch.
+40898,2024-05-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.772,False,Humidity excursion near finishing booth during coating run.
+40899,2024-05-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Sensor battery health remains nominal after firmware update.
+40900,2024-05-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.71,False,Condensation warning cleared after dehumidifier ramp-up.
+40901,2024-05-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.07,True,Maintenance note logged for coupling imbalance inspection.
+40902,2024-05-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.985,False,Sensor enclosure opened for manual calibration verification.
+40903,2024-05-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Coolant loop adjustment reduced chamber temperature spread.
+40904,2024-05-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Bearing temperature rising faster than baseline on spindle cell.
+40905,2024-05-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.692,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+40906,2024-05-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.393,False,Temperature remained elevated during unscheduled overtime run.
+40907,2024-05-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.561,False,Thermal overshoot event coincided with recipe change on furnace.
+40908,2024-05-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.226,False,Humidity baseline improved after seal replacement.
+40909,2024-05-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.33,True,Operator reset acknowledged after red-tag inspection.
+40910,2024-05-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Ambient temperature stabilized after HVAC stage-two engagement.
+40911,2024-05-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.936,False,Anomaly review flagged possible bearing wear progression.
+40912,2024-05-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.003,False,Pressure settled back to nominal after valve reseat.
+40913,2024-05-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.641,True,Bearing temperature rising faster than baseline on spindle cell.
+40914,2024-05-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.991,False,Dust extraction fan offline for 18 minutes on line finishing.
+40915,2024-05-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.811,False,Maintenance crew confirmed lubrication interval was missed.
+40916,2024-05-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.46,False,Temperature variance narrowed after coolant nozzle cleaning.
+40917,2024-05-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.914,True,Pressure peak corresponds to oversized billet batch processing.
+40918,2024-05-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.107,False,Humidity baseline improved after seal replacement.
+40919,2024-05-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.607,False,Sensor battery health remains nominal after firmware update.
+40920,2024-05-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.076,False,Operator reported intermittent chatter on machine CNC-04.
+40921,2024-05-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.6,True,Humidity baseline improved after seal replacement.
+40922,2024-05-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.33,False,Temperature remained elevated during unscheduled overtime run.
+40923,2024-05-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.856,False,Dust extraction fan offline for 18 minutes on line finishing.
+40924,2024-05-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.359,False,SCADA backfill inserted two delayed telemetry points.
+40925,2024-05-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,19.931,True,Compressed air fluctuation introduced pressure noise for two cycles.
+40926,2024-05-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.611,False,Temperature variance narrowed after coolant nozzle cleaning.
+40927,2024-05-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.996,False,Thermal ramp exceeded expected warmup curve before shift start.
+40928,2024-05-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.47,False,Dust extraction fan offline for 18 minutes on line finishing.
+40929,2024-05-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,26.135,True,Coolant loop adjustment reduced chamber temperature spread.
+40930,2024-05-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.671,False,Quality hold reduced finishing booth activity for one shift.
+40931,2024-05-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,SCADA backfill inserted two delayed telemetry points.
+40932,2024-05-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.903,False,Reliability engineer tagged sample window for model retraining.
+40933,2024-05-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.456,True,Temporary gateway failover completed without data loss.
+40934,2024-05-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.83,False,Pressure line purge completed before restart authorization.
+40935,2024-05-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.424,False,Humidity excursion near finishing booth during coating run.
+40936,2024-05-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.845,False,Temporary gateway failover completed without data loss.
+40937,2024-05-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.268,True,Vibration baseline recovered after tool holder replacement.
+40938,2024-05-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.67,False,Telemetry quality flag downgraded during sensor self-test window.
+40939,2024-05-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.839,False,Humidity excursion near finishing booth during coating run.
+40940,2024-05-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.948,False,Edge collector replayed buffered events after network recovery.
+40941,2024-05-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.476,True,Bearing temperature rising faster than baseline on spindle cell.
+40942,2024-05-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.844,False,Air handler maintenance reduced humidity variance on finishing line.
+40943,2024-05-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.416,False,Thermal ramp exceeded expected warmup curve before shift start.
+40944,2024-05-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.954,False,Humidity climbed during dock-door open period in afternoon shift.
+40945,2024-05-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.397,True,Thermal ramp exceeded expected warmup curve before shift start.
+40946,2024-05-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.938,False,Hydraulic line pressure oscillation detected under load.
+40947,2024-05-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40948,2024-05-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.122,False,Hydraulic line pressure oscillation detected under load.
+40949,2024-05-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.106,True,Night shift startup produced higher than normal vibration floor.
+40950,2024-05-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.55,False,Machine throughput increase drove sustained pressure uplift.
+40951,2024-05-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.109,False,Humidity readings track seasonal rise across late spring.
+40952,2024-05-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.163,False,Sensor enclosure opened for manual calibration verification.
+40953,2024-05-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,34.582,True,Sensor signal clipping observed during startup surge.
+40954,2024-05-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.49,False,Anomaly review flagged possible bearing wear progression.
+40955,2024-05-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.772,False,Heat-treat furnace door cycling increased localized temperature spikes.
+40956,2024-05-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.608,False,Packaging line stop reduced adjacent vibration background.
+40957,2024-05-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.811,True,Humidity climbed during dock-door open period in afternoon shift.
+40958,2024-05-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.494,False,Maintenance scheduler deferred calibration due to spare shortage.
+40959,2024-05-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40960,2024-05-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.968,False,Packaging line stop reduced adjacent vibration background.
+40961,2024-05-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.814,True,Edge collector replayed buffered events after network recovery.
+40962,2024-05-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.635,False,Quality team requested trace review for lot 24-118B.
+40963,2024-05-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Quality hold reduced finishing booth activity for one shift.
+40964,2024-05-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.071,False,Sensor battery health remains nominal after firmware update.
+40965,2024-05-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.532,True,Night shift startup produced higher than normal vibration floor.
+40966,2024-05-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.966,False,Calibration check overdue by 11 days for press-line transducer.
+40967,2024-05-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.018,False,Coolant loop adjustment reduced chamber temperature spread.
+40968,2024-05-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Dust extraction fan offline for 18 minutes on line finishing.
+40969,2024-05-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,34.518,True,Humidity readings track seasonal rise across late spring.
+40970,2024-05-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Pressure line purge completed before restart authorization.
+40971,2024-05-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.18,False,Pressure peak corresponds to oversized billet batch processing.
+40972,2024-05-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.162,False,Packaging line stop reduced adjacent vibration background.
+40973,2024-05-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.116,True,Maintenance scheduler deferred calibration due to spare shortage.
+40974,2024-05-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.348,False,Pressure peak corresponds to oversized billet batch processing.
+40975,2024-05-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Maintenance crew confirmed lubrication interval was missed.
+40976,2024-05-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.638,False,Sensor heartbeat delayed by one interval after gateway retry.
+40977,2024-05-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.161,True,Vibration burst exceeds envelope during tool change cycle.
+40978,2024-05-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.368,False,Operator reported intermittent chatter on machine CNC-04.
+40979,2024-05-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.448,False,Humidity baseline improved after seal replacement.
+40980,2024-05-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.247,False,Dust extraction fan offline for 18 minutes on line finishing.
+40981,2024-05-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.137,True,Operator reported intermittent chatter on machine CNC-04.
+40982,2024-05-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.932,False,Calibration check overdue by 11 days for press-line transducer.
+40983,2024-05-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.275,False,Compressed air fluctuation introduced pressure noise for two cycles.
+40984,2024-05-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.271,False,Sensor 3 drift suspected after cross-check with manual gauge.
+40985,2024-05-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,21.907,True,Temperature remained elevated during unscheduled overtime run.
+40986,2024-05-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.397,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+40987,2024-05-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.771,False,Short-lived packet loss observed at edge gateway gw-02.
+40988,2024-05-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.492,False,Press cycle dwell time lengthened during high-volume batch.
+40989,2024-05-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.867,True,Supervisory alert generated after three consecutive threshold breaches.
+40990,2024-05-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.817,False,Dust extraction fan offline for 18 minutes on line finishing.
+40991,2024-05-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Short-lived packet loss observed at edge gateway gw-02.
+40992,2024-05-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.04,False,Supervisory alert generated after three consecutive threshold breaches.
+40993,2024-05-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.384,True,Maintenance scheduler deferred calibration due to spare shortage.
+40994,2024-05-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.411,False,Telemetry quality flag downgraded during sensor self-test window.
+40995,2024-05-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.119,False,Night shift startup produced higher than normal vibration floor.
+40996,2024-05-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.482,False,Vibration burst exceeds envelope during tool change cycle.
+40997,2024-05-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,9.628,True,Packaging line stop reduced adjacent vibration background.
+40998,2024-05-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.142,False,Edge collector replayed buffered events after network recovery.
+40999,2024-05-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.49,False,Sensor enclosure opened for manual calibration verification.
+41000,2024-05-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.298,False,Quality team requested trace review for lot 24-118B.
+41001,2024-05-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,22.146,True,Machine throughput increase drove sustained pressure uplift.
+41002,2024-05-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.772,False,Vibration baseline recovered after tool holder replacement.
+41003,2024-05-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
+41004,2024-05-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.744,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41005,2024-05-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.372,True,Maintenance crew confirmed lubrication interval was missed.
+41006,2024-05-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.063,False,Coolant loop adjustment reduced chamber temperature spread.
+41007,2024-05-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.709,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41008,2024-05-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.209,False,Pressure settled back to nominal after valve reseat.
+41009,2024-05-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.497,True,Short-lived packet loss observed at edge gateway gw-02.
+41010,2024-05-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.111,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41011,2024-05-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.922,False,Vibration burst exceeds envelope during tool change cycle.
+41012,2024-05-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.736,False,Transient outlier matched forklift impact near cabinet wall.
+41013,2024-05-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.05,True,Shift handoff note referenced unusual noise near press enclosure.
+41014,2024-05-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.329,False,Quality hold reduced finishing booth activity for one shift.
+41015,2024-05-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Calibration check overdue by 11 days for press-line transducer.
+41016,2024-05-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.778,False,Reliability engineer tagged sample window for model retraining.
+41017,2024-05-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,27.076,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+41018,2024-05-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.483,False,Transient outlier matched forklift impact near cabinet wall.
+41019,2024-05-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.943,False,Air handler maintenance reduced humidity variance on finishing line.
+41020,2024-05-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.11,False,Anomaly review flagged possible bearing wear progression.
+41021,2024-05-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.252,True,Thermal overshoot event coincided with recipe change on furnace.
+41022,2024-05-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.397,False,Vibration harmonics broadened during extended production run.
+41023,2024-05-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Pressure settled back to nominal after valve reseat.
+41024,2024-05-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.629,False,Pressure line purge completed before restart authorization.
+41025,2024-05-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.083,True,Operator reset acknowledged after red-tag inspection.
+41026,2024-05-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.23,False,Temperature remained elevated during unscheduled overtime run.
+41027,2024-05-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Night shift startup produced higher than normal vibration floor.
+41028,2024-05-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.575,False,Humidity climbed during dock-door open period in afternoon shift.
+41029,2024-05-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.184,True,Sensor battery health remains nominal after firmware update.
+41030,2024-05-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.796,False,Telemetry quality flag downgraded during sensor self-test window.
+41031,2024-05-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.011,False,Machine throughput increase drove sustained pressure uplift.
+41032,2024-05-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.963,False,Telemetry quality flag downgraded during sensor self-test window.
+41033,2024-05-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.857,True,Maintenance note logged for coupling imbalance inspection.
+41034,2024-05-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.543,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41035,2024-05-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Air handler maintenance reduced humidity variance on finishing line.
+41036,2024-05-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.687,False,Pressure settled back to nominal after valve reseat.
+41037,2024-05-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.011,True,Night shift startup produced higher than normal vibration floor.
+41038,2024-05-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41039,2024-05-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.53,False,Unbalanced load introduced cyclical pressure ripple.
+41040,2024-05-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.794,False,Sensor enclosure opened for manual calibration verification.
+41041,2024-05-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.637,True,Dust extraction fan offline for 18 minutes on line finishing.
+41042,2024-05-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.86,False,Quality hold reduced finishing booth activity for one shift.
+41043,2024-05-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41044,2024-05-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.756,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41045,2024-05-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.953,True,Machine idle period extended during planned sanitation window.
+41046,2024-05-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.072,False,Thermal ramp exceeded expected warmup curve before shift start.
+41047,2024-05-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Supervisory alert generated after three consecutive threshold breaches.
+41048,2024-05-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.111,False,Anomaly review flagged possible bearing wear progression.
+41049,2024-05-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.672,True,Temperature variance narrowed after coolant nozzle cleaning.
+41050,2024-05-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.001,False,Pressure peak corresponds to oversized billet batch processing.
+41051,2024-05-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.981,False,Machine idle period extended during planned sanitation window.
+41052,2024-05-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.797,False,Sensor signal clipping observed during startup surge.
+41053,2024-05-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.651,True,Sensor battery health remains nominal after firmware update.
+41054,2024-05-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.985,False,Operator reset acknowledged after red-tag inspection.
+41055,2024-05-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Quality hold reduced finishing booth activity for one shift.
+41056,2024-05-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.53,False,Machine throughput increase drove sustained pressure uplift.
+41057,2024-05-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.661,True,Short-lived packet loss observed at edge gateway gw-02.
+41058,2024-05-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.396,False,Sensor signal clipping observed during startup surge.
+41059,2024-05-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Coolant loop adjustment reduced chamber temperature spread.
+41060,2024-05-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.51,False,Edge collector replayed buffered events after network recovery.
+41061,2024-05-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.891,True,Pressure line purge completed before restart authorization.
+41062,2024-05-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41063,2024-05-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Pressure line purge completed before restart authorization.
+41064,2024-05-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.845,False,Calibration check overdue by 11 days for press-line transducer.
+41065,2024-05-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.894,True,Sensor enclosure opened for manual calibration verification.
+41066,2024-05-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.04,False,Anomaly review flagged possible bearing wear progression.
+41067,2024-05-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.431,False,Vibration burst exceeds envelope during tool change cycle.
+41068,2024-05-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.704,False,Pressure line purge completed before restart authorization.
+41069,2024-05-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.191,True,Maintenance note logged for coupling imbalance inspection.
+41070,2024-05-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.499,False,Maintenance note logged for coupling imbalance inspection.
+41071,2024-05-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.824,False,Machine throughput increase drove sustained pressure uplift.
+41072,2024-05-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.442,False,Press cycle dwell time lengthened during high-volume batch.
+41073,2024-05-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.285,True,Reliability engineer tagged sample window for model retraining.
+41074,2024-05-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.312,False,Packaging line stop reduced adjacent vibration background.
+41075,2024-05-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.875,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41076,2024-05-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.721,False,Shift handoff note referenced unusual noise near press enclosure.
+41077,2024-05-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.539,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+41078,2024-05-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.913,False,Condensation warning cleared after dehumidifier ramp-up.
+41079,2024-05-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.081,False,Pressure settled back to nominal after valve reseat.
+41080,2024-05-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.969,False,Maintenance scheduler deferred calibration due to spare shortage.
+41081,2024-05-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.928,True,Shift handoff note referenced unusual noise near press enclosure.
+41082,2024-05-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.195,False,Press cycle dwell time lengthened during high-volume batch.
+41083,2024-05-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Operator reported intermittent chatter on machine CNC-04.
+41084,2024-05-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.177,False,SCADA backfill inserted two delayed telemetry points.
+41085,2024-05-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.998,True,Maintenance scheduler deferred calibration due to spare shortage.
+41086,2024-05-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.3,False,Coolant loop adjustment reduced chamber temperature spread.
+41087,2024-05-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Press cycle dwell time lengthened during high-volume batch.
+41088,2024-05-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.498,False,Quality hold reduced finishing booth activity for one shift.
+41089,2024-05-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,29.692,True,Calibration check overdue by 11 days for press-line transducer.
+41090,2024-05-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.523,False,Vibration harmonics broadened during extended production run.
+41091,2024-05-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.792,False,Bearing temperature rising faster than baseline on spindle cell.
+41092,2024-05-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.673,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41093,2024-05-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.901,True,Telemetry quality flag downgraded during sensor self-test window.
+41094,2024-05-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.663,False,Unbalanced load introduced cyclical pressure ripple.
+41095,2024-05-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Reliability engineer tagged sample window for model retraining.
+41096,2024-05-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.048,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41097,2024-05-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,9.932,True,Reliability engineer tagged sample window for model retraining.
+41098,2024-05-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Night shift startup produced higher than normal vibration floor.
+41099,2024-05-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.198,False,Telemetry quality flag downgraded during sensor self-test window.
+41100,2024-05-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.39,False,Calibration check overdue by 11 days for press-line transducer.
+41101,2024-05-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.826,True,Coolant loop adjustment reduced chamber temperature spread.
+41102,2024-05-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.263,False,Quality hold reduced finishing booth activity for one shift.
+41103,2024-05-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.778,False,Quality team requested trace review for lot 24-118B.
+41104,2024-05-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41105,2024-05-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.859,True,Sensor heartbeat delayed by one interval after gateway retry.
+41106,2024-05-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.506,False,Machine throughput increase drove sustained pressure uplift.
+41107,2024-05-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.233,False,Maintenance note logged for coupling imbalance inspection.
+41108,2024-05-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.47,False,Shift handoff note referenced unusual noise near press enclosure.
+41109,2024-05-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.943,True,Press cycle dwell time lengthened during high-volume batch.
+41110,2024-05-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41111,2024-05-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.932,False,Sensor signal clipping observed during startup surge.
+41112,2024-05-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.115,False,Vibration baseline recovered after tool holder replacement.
+41113,2024-05-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.701,True,Short-lived packet loss observed at edge gateway gw-02.
+41114,2024-05-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.628,False,Dust extraction fan offline for 18 minutes on line finishing.
+41115,2024-05-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.681,False,Machine throughput increase drove sustained pressure uplift.
+41116,2024-05-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.215,False,Sensor signal clipping observed during startup surge.
+41117,2024-05-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.044,True,Short-lived packet loss observed at edge gateway gw-02.
+41118,2024-05-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.152,False,Night shift startup produced higher than normal vibration floor.
+41119,2024-05-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Press cycle dwell time lengthened during high-volume batch.
+41120,2024-05-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.391,False,Warning threshold updated for pilot predictive-maintenance model.
+41121,2024-05-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,22.212,True,Night shift startup produced higher than normal vibration floor.
+41122,2024-05-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.003,False,Machine throughput increase drove sustained pressure uplift.
+41123,2024-05-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.912,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41124,2024-05-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.112,False,Unbalanced load introduced cyclical pressure ripple.
+41125,2024-05-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.568,True,Humidity baseline improved after seal replacement.
+41126,2024-05-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.923,False,Shift handoff note referenced unusual noise near press enclosure.
+41127,2024-05-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Humidity readings track seasonal rise across late spring.
+41128,2024-05-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.963,False,Thermal overshoot event coincided with recipe change on furnace.
+41129,2024-05-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.128,True,Reliability engineer tagged sample window for model retraining.
+41130,2024-05-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.209,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41131,2024-05-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,Edge collector replayed buffered events after network recovery.
+41132,2024-05-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.902,False,Night shift startup produced higher than normal vibration floor.
+41133,2024-05-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.105,True,Vibration baseline recovered after tool holder replacement.
+41134,2024-05-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.081,False,Short-lived packet loss observed at edge gateway gw-02.
+41135,2024-05-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.092,False,Unbalanced load introduced cyclical pressure ripple.
+41136,2024-05-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.5,False,Edge collector replayed buffered events after network recovery.
+41137,2024-05-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.715,True,Pressure peak corresponds to oversized billet batch processing.
+41138,2024-05-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.514,False,Transient outlier matched forklift impact near cabinet wall.
+41139,2024-05-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.361,False,Press cycle dwell time lengthened during high-volume batch.
+41140,2024-05-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.706,False,Temporary gateway failover completed without data loss.
+41141,2024-05-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.47,True,Maintenance scheduler deferred calibration due to spare shortage.
+41142,2024-05-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.283,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41143,2024-05-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.691,False,Temporary gateway failover completed without data loss.
+41144,2024-05-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.42,False,Machine throughput increase drove sustained pressure uplift.
+41145,2024-05-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.806,True,Sensor heartbeat delayed by one interval after gateway retry.
+41146,2024-05-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.425,False,Machine throughput increase drove sustained pressure uplift.
+41147,2024-05-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Hydraulic line pressure oscillation detected under load.
+41148,2024-05-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.06,False,Pressure line purge completed before restart authorization.
+41149,2024-05-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,26.8,True,Maintenance note logged for coupling imbalance inspection.
+41150,2024-05-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.781,False,Operator reported intermittent chatter on machine CNC-04.
+41151,2024-05-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.364,False,Sensor heartbeat delayed by one interval after gateway retry.
+41152,2024-05-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.279,False,Short-lived packet loss observed at edge gateway gw-02.
+41153,2024-05-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.717,True,Pressure line purge completed before restart authorization.
+41154,2024-05-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.569,False,Temperature variance narrowed after coolant nozzle cleaning.
+41155,2024-05-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.535,False,Edge collector replayed buffered events after network recovery.
+41156,2024-05-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.588,False,Quality hold reduced finishing booth activity for one shift.
+41157,2024-05-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.247,True,Humidity baseline improved after seal replacement.
+41158,2024-05-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.282,False,Night shift startup produced higher than normal vibration floor.
+41159,2024-05-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.138,False,Air handler maintenance reduced humidity variance on finishing line.
+41160,2024-05-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.392,False,Short-lived packet loss observed at edge gateway gw-02.
+41161,2024-05-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.758,True,Thermal overshoot event coincided with recipe change on furnace.
+41162,2024-05-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.886,False,Unbalanced load introduced cyclical pressure ripple.
+41163,2024-05-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.865,False,Unbalanced load introduced cyclical pressure ripple.
+41164,2024-05-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.456,False,Sensor enclosure opened for manual calibration verification.
+41165,2024-05-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.147,True,Air handler maintenance reduced humidity variance on finishing line.
+41166,2024-05-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41167,2024-05-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Unbalanced load introduced cyclical pressure ripple.
+41168,2024-05-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.659,False,Edge collector replayed buffered events after network recovery.
+41169,2024-05-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.222,True,Unbalanced load introduced cyclical pressure ripple.
+41170,2024-05-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.62,False,Humidity readings track seasonal rise across late spring.
+41171,2024-05-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.807,False,Supervisory alert generated after three consecutive threshold breaches.
+41172,2024-05-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.905,False,Pressure line purge completed before restart authorization.
+41173,2024-05-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.078,True,Bearing temperature rising faster than baseline on spindle cell.
+41174,2024-05-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.188,False,Maintenance note logged for coupling imbalance inspection.
+41175,2024-05-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Calibration check overdue by 11 days for press-line transducer.
+41176,2024-05-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.171,False,Machine throughput increase drove sustained pressure uplift.
+41177,2024-05-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.642,True,Vibration harmonics broadened during extended production run.
+41178,2024-05-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.812,False,Vibration harmonics broadened during extended production run.
+41179,2024-05-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Thermal overshoot event coincided with recipe change on furnace.
+41180,2024-05-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.116,False,Supervisory alert generated after three consecutive threshold breaches.
+41181,2024-05-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.502,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41182,2024-05-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.948,False,Temporary gateway failover completed without data loss.
+41183,2024-05-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.167,False,Packaging line stop reduced adjacent vibration background.
+41184,2024-05-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.239,False,Sensor signal clipping observed during startup surge.
+41185,2024-05-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.935,True,Humidity climbed during dock-door open period in afternoon shift.
+41186,2024-05-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.722,False,Warning threshold updated for pilot predictive-maintenance model.
+41187,2024-05-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Air handler maintenance reduced humidity variance on finishing line.
+41188,2024-05-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.534,False,Supervisory alert generated after three consecutive threshold breaches.
+41189,2024-05-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,8.368,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+41190,2024-05-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.492,False,Warning threshold updated for pilot predictive-maintenance model.
+41191,2024-05-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Operator reset acknowledged after red-tag inspection.
+41192,2024-05-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.366,False,Pressure line purge completed before restart authorization.
+41193,2024-05-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.352,True,Shift handoff note referenced unusual noise near press enclosure.
+41194,2024-05-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.393,False,Machine idle period extended during planned sanitation window.
+41195,2024-05-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Operator reset acknowledged after red-tag inspection.
+41196,2024-05-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.479,False,Humidity climbed during dock-door open period in afternoon shift.
+41197,2024-05-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.476,True,Humidity readings track seasonal rise across late spring.
+41198,2024-05-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.389,False,Calibration check overdue by 11 days for press-line transducer.
+41199,2024-05-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.146,False,Transient outlier matched forklift impact near cabinet wall.
+41200,2024-05-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.838,False,Vibration harmonics broadened during extended production run.
+41201,2024-05-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.462,True,Pressure peak corresponds to oversized billet batch processing.
+41202,2024-05-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.337,False,Vibration burst exceeds envelope during tool change cycle.
+41203,2024-05-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.469,False,Humidity climbed during dock-door open period in afternoon shift.
+41204,2024-05-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.084,False,Dust extraction fan offline for 18 minutes on line finishing.
+41205,2024-05-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.128,True,Sensor signal clipping observed during startup surge.
+41206,2024-05-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.89,False,Maintenance crew confirmed lubrication interval was missed.
+41207,2024-05-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41208,2024-05-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.136,False,Reliability engineer tagged sample window for model retraining.
+41209,2024-05-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.01,True,Ambient temperature stabilized after HVAC stage-two engagement.
+41210,2024-05-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41211,2024-05-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.357,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41212,2024-05-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.954,False,Humidity baseline improved after seal replacement.
+41213,2024-05-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.456,True,Operator reset acknowledged after red-tag inspection.
+41214,2024-05-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.517,False,Unbalanced load introduced cyclical pressure ripple.
+41215,2024-05-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.199,False,Calibration check overdue by 11 days for press-line transducer.
+41216,2024-05-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.828,False,Temperature variance narrowed after coolant nozzle cleaning.
+41217,2024-05-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.114,True,SCADA backfill inserted two delayed telemetry points.
+41218,2024-05-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.894,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41219,2024-05-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Coolant loop adjustment reduced chamber temperature spread.
+41220,2024-05-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.171,False,Transient outlier matched forklift impact near cabinet wall.
+41221,2024-05-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.425,True,Maintenance crew confirmed lubrication interval was missed.
+41222,2024-05-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.761,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41223,2024-05-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Humidity readings track seasonal rise across late spring.
+41224,2024-05-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.571,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41225,2024-05-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,20.78,True,Quality hold reduced finishing booth activity for one shift.
+41226,2024-05-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.441,False,Air handler maintenance reduced humidity variance on finishing line.
+41227,2024-05-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.308,False,Sensor signal clipping observed during startup surge.
+41228,2024-05-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.323,False,Maintenance crew confirmed lubrication interval was missed.
+41229,2024-05-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.278,True,Compressed air fluctuation introduced pressure noise for two cycles.
+41230,2024-05-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Anomaly review flagged possible bearing wear progression.
+41231,2024-05-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.479,False,Operator reset acknowledged after red-tag inspection.
+41232,2024-05-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Temporary gateway failover completed without data loss.
+41233,2024-05-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.821,True,Dust extraction fan offline for 18 minutes on line finishing.
+41234,2024-05-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.608,False,Unbalanced load introduced cyclical pressure ripple.
+41235,2024-05-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.488,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41236,2024-05-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.693,False,Temporary gateway failover completed without data loss.
+41237,2024-05-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.836,True,Telemetry quality flag downgraded during sensor self-test window.
+41238,2024-05-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.834,False,Packaging line stop reduced adjacent vibration background.
+41239,2024-05-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.268,False,Calibration check overdue by 11 days for press-line transducer.
+41240,2024-05-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.406,False,Packaging line stop reduced adjacent vibration background.
+41241,2024-05-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,23.33,True,SCADA backfill inserted two delayed telemetry points.
+41242,2024-05-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.223,False,Transient outlier matched forklift impact near cabinet wall.
+41243,2024-05-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41244,2024-05-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.383,False,Vibration baseline recovered after tool holder replacement.
+41245,2024-05-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.81,True,Air handler maintenance reduced humidity variance on finishing line.
+41246,2024-05-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.535,False,Hydraulic line pressure oscillation detected under load.
+41247,2024-05-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.486,False,Maintenance crew confirmed lubrication interval was missed.
+41248,2024-05-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.26,False,Sensor heartbeat delayed by one interval after gateway retry.
+41249,2024-05-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,23.287,True,Ambient temperature stabilized after HVAC stage-two engagement.
+41250,2024-05-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.387,False,Thermal overshoot event coincided with recipe change on furnace.
+41251,2024-05-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Machine idle period extended during planned sanitation window.
+41252,2024-05-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.629,False,Calibration check overdue by 11 days for press-line transducer.
+41253,2024-05-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.575,True,Vibration harmonics broadened during extended production run.
+41254,2024-05-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.962,False,Machine idle period extended during planned sanitation window.
+41255,2024-05-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.008,False,Humidity excursion near finishing booth during coating run.
+41256,2024-05-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.05,False,Sensor enclosure opened for manual calibration verification.
+41257,2024-05-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,27.048,True,Operator reset acknowledged after red-tag inspection.
+41258,2024-05-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.674,False,Coolant loop adjustment reduced chamber temperature spread.
+41259,2024-05-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.759,False,Maintenance scheduler deferred calibration due to spare shortage.
+41260,2024-05-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.806,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41261,2024-05-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.198,True,Sensor battery health remains nominal after firmware update.
+41262,2024-05-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.289,False,Temporary gateway failover completed without data loss.
+41263,2024-05-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.597,False,Sensor battery health remains nominal after firmware update.
+41264,2024-05-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Operator reported intermittent chatter on machine CNC-04.
+41265,2024-05-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.949,True,Machine idle period extended during planned sanitation window.
+41266,2024-05-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.139,False,Sensor heartbeat delayed by one interval after gateway retry.
+41267,2024-05-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Sensor battery health remains nominal after firmware update.
+41268,2024-05-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.346,False,Thermal overshoot event coincided with recipe change on furnace.
+41269,2024-05-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.648,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+41270,2024-05-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.942,False,Pressure settled back to nominal after valve reseat.
+41271,2024-05-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Unbalanced load introduced cyclical pressure ripple.
+41272,2024-05-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.927,False,Humidity baseline improved after seal replacement.
+41273,2024-05-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.233,True,Humidity readings track seasonal rise across late spring.
+41274,2024-05-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.16,False,Operator reported intermittent chatter on machine CNC-04.
+41275,2024-05-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.159,False,Pressure peak corresponds to oversized billet batch processing.
+41276,2024-05-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.615,False,Sensor signal clipping observed during startup surge.
+41277,2024-05-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,21.265,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+41278,2024-05-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.365,False,Edge collector replayed buffered events after network recovery.
+41279,2024-05-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.039,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41280,2024-05-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.491,False,Sensor enclosure opened for manual calibration verification.
+41281,2024-05-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.654,True,Operator reported intermittent chatter on machine CNC-04.
+41282,2024-05-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.316,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41283,2024-05-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Pressure line purge completed before restart authorization.
+41284,2024-05-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.301,False,Machine idle period extended during planned sanitation window.
+41285,2024-05-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.258,True,Packaging line stop reduced adjacent vibration background.
+41286,2024-05-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.754,False,Vibration baseline recovered after tool holder replacement.
+41287,2024-05-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Machine idle period extended during planned sanitation window.
+41288,2024-05-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.8,False,Machine idle period extended during planned sanitation window.
+41289,2024-05-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.037,True,Hydraulic accumulator recharge lag increased under repeated cycles.
+41290,2024-05-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.939,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41291,2024-05-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Vibration harmonics broadened during extended production run.
+41292,2024-05-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.114,False,Temperature remained elevated during unscheduled overtime run.
+41293,2024-05-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.597,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41294,2024-05-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.721,False,Sensor battery health remains nominal after firmware update.
+41295,2024-05-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.903,False,Edge collector replayed buffered events after network recovery.
+41296,2024-05-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.362,False,Sensor battery health remains nominal after firmware update.
+41297,2024-05-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,43.116,True,Vibration baseline recovered after tool holder replacement.
+41298,2024-05-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.42,False,Sensor signal clipping observed during startup surge.
+41299,2024-05-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.475,False,Packaging line stop reduced adjacent vibration background.
+41300,2024-05-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.346,False,Quality hold reduced finishing booth activity for one shift.
+41301,2024-05-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.617,True,Sensor 1 spike sequence matches historical bearing fault pattern.
+41302,2024-05-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.859,False,Coolant loop adjustment reduced chamber temperature spread.
+41303,2024-05-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Temporary gateway failover completed without data loss.
+41304,2024-05-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.986,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41305,2024-05-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.494,True,Bearing temperature rising faster than baseline on spindle cell.
+41306,2024-05-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.098,False,Shift handoff note referenced unusual noise near press enclosure.
+41307,2024-05-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41308,2024-05-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.52,False,Operator reset acknowledged after red-tag inspection.
+41309,2024-05-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.352,True,Edge collector replayed buffered events after network recovery.
+41310,2024-05-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.938,False,Thermal overshoot event coincided with recipe change on furnace.
+41311,2024-05-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.773,False,Temperature remained elevated during unscheduled overtime run.
+41312,2024-05-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.659,False,Dust extraction fan offline for 18 minutes on line finishing.
+41313,2024-05-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.819,True,Short-lived packet loss observed at edge gateway gw-02.
+41314,2024-05-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.808,False,Sensor heartbeat delayed by one interval after gateway retry.
+41315,2024-05-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Temperature remained elevated during unscheduled overtime run.
+41316,2024-05-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.153,False,Sensor enclosure opened for manual calibration verification.
+41317,2024-05-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.698,True,Calibration check overdue by 11 days for press-line transducer.
+41318,2024-05-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.803,False,Thermal ramp exceeded expected warmup curve before shift start.
+41319,2024-05-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.237,False,Sensor battery health remains nominal after firmware update.
+41320,2024-05-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.209,False,Maintenance crew confirmed lubrication interval was missed.
+41321,2024-05-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.167,True,Machine idle period extended during planned sanitation window.
+41322,2024-05-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41323,2024-05-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.092,False,Quality team requested trace review for lot 24-118B.
+41324,2024-05-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.542,False,Transient outlier matched forklift impact near cabinet wall.
+41325,2024-05-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,23.26,True,Quality team requested trace review for lot 24-118B.
+41326,2024-05-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.697,False,Pressure line purge completed before restart authorization.
+41327,2024-05-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.788,False,Humidity climbed during dock-door open period in afternoon shift.
+41328,2024-05-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.176,False,Sensor heartbeat delayed by one interval after gateway retry.
+41329,2024-05-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.159,True,Pressure line purge completed before restart authorization.
+41330,2024-05-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.429,False,Supervisory alert generated after three consecutive threshold breaches.
+41331,2024-05-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.077,False,Night shift startup produced higher than normal vibration floor.
+41332,2024-05-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.921,False,Shift handoff note referenced unusual noise near press enclosure.
+41333,2024-05-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.295,True,Maintenance note logged for coupling imbalance inspection.
+41334,2024-05-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.94,False,Humidity climbed during dock-door open period in afternoon shift.
+41335,2024-05-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.797,False,Sensor heartbeat delayed by one interval after gateway retry.
+41336,2024-05-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.501,False,Sensor battery health remains nominal after firmware update.
+41337,2024-05-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.13,True,Bearing temperature rising faster than baseline on spindle cell.
+41338,2024-05-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.146,False,Thermal overshoot event coincided with recipe change on furnace.
+41339,2024-05-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.045,False,Temperature remained elevated during unscheduled overtime run.
+41340,2024-05-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.277,False,Vibration harmonics broadened during extended production run.
+41341,2024-05-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.636,True,Humidity readings track seasonal rise across late spring.
+41342,2024-05-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.34,False,Edge collector replayed buffered events after network recovery.
+41343,2024-05-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.429,False,Sensor signal clipping observed during startup surge.
+41344,2024-05-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.355,False,Quality hold reduced finishing booth activity for one shift.
+41345,2024-05-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.991,True,Pressure settled back to nominal after valve reseat.
+41346,2024-05-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.005,False,Condensation warning cleared after dehumidifier ramp-up.
+41347,2024-05-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Shift handoff note referenced unusual noise near press enclosure.
+41348,2024-05-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.053,False,Hydraulic line pressure oscillation detected under load.
+41349,2024-05-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.206,True,Heat-treat furnace door cycling increased localized temperature spikes.
+41350,2024-05-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.406,False,Reliability engineer tagged sample window for model retraining.
+41351,2024-05-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.485,False,Coolant loop adjustment reduced chamber temperature spread.
+41352,2024-05-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.394,False,Vibration baseline recovered after tool holder replacement.
+41353,2024-05-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.329,True,Quality team requested trace review for lot 24-118B.
+41354,2024-05-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.629,False,Transient outlier matched forklift impact near cabinet wall.
+41355,2024-05-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.743,False,Anomaly review flagged possible bearing wear progression.
+41356,2024-05-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.301,False,Sensor signal clipping observed during startup surge.
+41357,2024-05-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.228,True,Calibration check overdue by 11 days for press-line transducer.
+41358,2024-05-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.835,False,Temperature variance narrowed after coolant nozzle cleaning.
+41359,2024-05-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.308,False,Machine idle period extended during planned sanitation window.
+41360,2024-05-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.593,False,Maintenance scheduler deferred calibration due to spare shortage.
+41361,2024-05-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.35,True,Humidity excursion near finishing booth during coating run.
+41362,2024-05-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.069,False,Transient outlier matched forklift impact near cabinet wall.
+41363,2024-05-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Machine throughput increase drove sustained pressure uplift.
+41364,2024-05-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.617,False,Condensation warning cleared after dehumidifier ramp-up.
+41365,2024-05-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,25.361,True,Air handler maintenance reduced humidity variance on finishing line.
+41366,2024-05-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.983,False,Transient outlier matched forklift impact near cabinet wall.
+41367,2024-05-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.468,False,Temperature remained elevated during unscheduled overtime run.
+41368,2024-05-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.79,False,Unbalanced load introduced cyclical pressure ripple.
+41369,2024-05-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.242,True,Reliability engineer tagged sample window for model retraining.
+41370,2024-05-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.936,False,Operator reported intermittent chatter on machine CNC-04.
+41371,2024-05-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41372,2024-05-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.721,False,Transient outlier matched forklift impact near cabinet wall.
+41373,2024-05-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,6.348,True,Thermal ramp exceeded expected warmup curve before shift start.
+41374,2024-05-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.994,False,Warning threshold updated for pilot predictive-maintenance model.
+41375,2024-05-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Pressure line purge completed before restart authorization.
+41376,2024-05-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.291,False,Hydraulic line pressure oscillation detected under load.
+41377,2024-05-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.088,True,Temporary gateway failover completed without data loss.
+41378,2024-05-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.167,False,Pressure peak corresponds to oversized billet batch processing.
+41379,2024-05-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Maintenance note logged for coupling imbalance inspection.
+41380,2024-05-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.047,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41381,2024-05-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.793,True,Sensor signal clipping observed during startup surge.
+41382,2024-05-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.857,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41383,2024-05-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Supervisory alert generated after three consecutive threshold breaches.
+41384,2024-05-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.275,False,Vibration burst exceeds envelope during tool change cycle.
+41385,2024-05-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.935,True,Air handler maintenance reduced humidity variance on finishing line.
+41386,2024-05-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.967,False,Thermal overshoot event coincided with recipe change on furnace.
+41387,2024-05-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.3,False,Quality team requested trace review for lot 24-118B.
+41388,2024-05-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.044,False,Sensor enclosure opened for manual calibration verification.
+41389,2024-05-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.27,True,Anomaly review flagged possible bearing wear progression.
+41390,2024-05-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.142,False,Operator reported intermittent chatter on machine CNC-04.
+41391,2024-05-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Unbalanced load introduced cyclical pressure ripple.
+41392,2024-05-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.011,False,Telemetry quality flag downgraded during sensor self-test window.
+41393,2024-05-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.35,True,Humidity climbed during dock-door open period in afternoon shift.
+41394,2024-05-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.901,False,Operator reset acknowledged after red-tag inspection.
+41395,2024-05-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.738,False,Bearing temperature rising faster than baseline on spindle cell.
+41396,2024-05-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.126,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41397,2024-05-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.054,True,Telemetry quality flag downgraded during sensor self-test window.
+41398,2024-05-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.581,False,Dust extraction fan offline for 18 minutes on line finishing.
+41399,2024-05-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.964,False,Maintenance scheduler deferred calibration due to spare shortage.
+41400,2024-05-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.081,False,Edge collector replayed buffered events after network recovery.
+41401,2024-05-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.865,True,Maintenance scheduler deferred calibration due to spare shortage.
+41402,2024-05-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.377,False,Quality hold reduced finishing booth activity for one shift.
+41403,2024-05-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.287,False,Short-lived packet loss observed at edge gateway gw-02.
+41404,2024-05-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.416,False,Pressure peak corresponds to oversized billet batch processing.
+41405,2024-05-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.311,False,Humidity excursion near finishing booth during coating run.
+41406,2024-05-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.651,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41407,2024-05-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.717,False,Coolant loop adjustment reduced chamber temperature spread.
+41408,2024-05-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.617,False,Thermal overshoot event coincided with recipe change on furnace.
+41409,2024-05-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Unbalanced load introduced cyclical pressure ripple.
+41410,2024-05-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.227,False,Humidity excursion near finishing booth during coating run.
+41411,2024-05-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.66,False,Pressure peak corresponds to oversized billet batch processing.
+41412,2024-05-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.351,False,Sensor battery health remains nominal after firmware update.
+41413,2024-05-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Temporary gateway failover completed without data loss.
+41414,2024-05-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.865,False,Quality hold reduced finishing booth activity for one shift.
+41415,2024-05-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.614,False,Transient outlier matched forklift impact near cabinet wall.
+41416,2024-05-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.78,False,Sensor battery health remains nominal after firmware update.
+41417,2024-05-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.358,False,Maintenance crew confirmed lubrication interval was missed.
+41418,2024-05-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.909,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41419,2024-05-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.883,False,Shift handoff note referenced unusual noise near press enclosure.
+41420,2024-05-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.4,False,Sensor signal clipping observed during startup surge.
+41421,2024-05-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.983,False,Shift handoff note referenced unusual noise near press enclosure.
+41422,2024-05-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.344,False,Condensation warning cleared after dehumidifier ramp-up.
+41423,2024-05-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.172,False,Reliability engineer tagged sample window for model retraining.
+41424,2024-05-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.616,False,SCADA backfill inserted two delayed telemetry points.
+41425,2024-05-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.098,False,Maintenance scheduler deferred calibration due to spare shortage.
+41426,2024-05-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.414,False,Thermal ramp exceeded expected warmup curve before shift start.
+41427,2024-05-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.891,False,Temperature variance narrowed after coolant nozzle cleaning.
+41428,2024-05-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.437,False,Maintenance note logged for coupling imbalance inspection.
+41429,2024-05-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.988,False,Vibration harmonics broadened during extended production run.
+41430,2024-05-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.761,False,Maintenance note logged for coupling imbalance inspection.
+41431,2024-05-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Night shift startup produced higher than normal vibration floor.
+41432,2024-05-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.745,False,Vibration baseline recovered after tool holder replacement.
+41433,2024-05-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Machine throughput increase drove sustained pressure uplift.
+41434,2024-05-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.216,False,Temperature remained elevated during unscheduled overtime run.
+41435,2024-05-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Calibration check overdue by 11 days for press-line transducer.
+41436,2024-05-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.21,False,Pressure line purge completed before restart authorization.
+41437,2024-05-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Maintenance note logged for coupling imbalance inspection.
+41438,2024-05-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.091,False,Pressure peak corresponds to oversized billet batch processing.
+41439,2024-05-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.649,False,Maintenance note logged for coupling imbalance inspection.
+41440,2024-05-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.474,False,Quality team requested trace review for lot 24-118B.
+41441,2024-05-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.867,False,Operator reset acknowledged after red-tag inspection.
+41442,2024-05-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.483,False,Thermal ramp exceeded expected warmup curve before shift start.
+41443,2024-05-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.086,False,Temporary gateway failover completed without data loss.
+41444,2024-05-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.558,False,Operator reset acknowledged after red-tag inspection.
+41445,2024-05-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.052,False,Machine idle period extended during planned sanitation window.
+41446,2024-05-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.542,False,Hydraulic line pressure oscillation detected under load.
+41447,2024-05-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.258,False,Air handler maintenance reduced humidity variance on finishing line.
+41448,2024-05-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.841,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41449,2024-05-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Maintenance note logged for coupling imbalance inspection.
+41450,2024-05-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.164,False,Pressure peak corresponds to oversized billet batch processing.
+41451,2024-05-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.051,False,Bearing temperature rising faster than baseline on spindle cell.
+41452,2024-05-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.993,False,Sensor enclosure opened for manual calibration verification.
+41453,2024-05-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.516,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41454,2024-05-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41455,2024-05-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,SCADA backfill inserted two delayed telemetry points.
+41456,2024-05-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.406,False,Sensor heartbeat delayed by one interval after gateway retry.
+41457,2024-05-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.617,False,Sensor battery health remains nominal after firmware update.
+41458,2024-05-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Pressure peak corresponds to oversized billet batch processing.
+41459,2024-05-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Operator reset acknowledged after red-tag inspection.
+41460,2024-05-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.154,False,Quality hold reduced finishing booth activity for one shift.
+41461,2024-05-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.588,False,Packaging line stop reduced adjacent vibration background.
+41462,2024-05-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.383,False,Humidity climbed during dock-door open period in afternoon shift.
+41463,2024-05-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.984,False,Temperature variance narrowed after coolant nozzle cleaning.
+41464,2024-05-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.263,False,Sensor heartbeat delayed by one interval after gateway retry.
+41465,2024-05-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.035,False,Temperature variance narrowed after coolant nozzle cleaning.
+41466,2024-05-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.828,False,Coolant loop adjustment reduced chamber temperature spread.
+41467,2024-05-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.72,False,Night shift startup produced higher than normal vibration floor.
+41468,2024-05-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.364,False,Maintenance crew confirmed lubrication interval was missed.
+41469,2024-05-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.229,False,Anomaly review flagged possible bearing wear progression.
+41470,2024-05-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.98,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41471,2024-05-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.487,False,Vibration baseline recovered after tool holder replacement.
+41472,2024-05-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.376,False,Maintenance note logged for coupling imbalance inspection.
+41473,2024-05-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41474,2024-05-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.674,False,Press cycle dwell time lengthened during high-volume batch.
+41475,2024-05-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Vibration harmonics broadened during extended production run.
+41476,2024-05-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.119,False,Dust extraction fan offline for 18 minutes on line finishing.
+41477,2024-05-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.393,False,SCADA backfill inserted two delayed telemetry points.
+41478,2024-05-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.387,False,Supervisory alert generated after three consecutive threshold breaches.
+41479,2024-05-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.587,False,Humidity climbed during dock-door open period in afternoon shift.
+41480,2024-05-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.248,False,Bearing temperature rising faster than baseline on spindle cell.
+41481,2024-05-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41482,2024-05-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.071,False,Quality hold reduced finishing booth activity for one shift.
+41483,2024-05-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41484,2024-05-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Night shift startup produced higher than normal vibration floor.
+41485,2024-05-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,SCADA backfill inserted two delayed telemetry points.
+41486,2024-05-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.419,False,Unbalanced load introduced cyclical pressure ripple.
+41487,2024-05-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.787,False,Telemetry quality flag downgraded during sensor self-test window.
+41488,2024-05-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.338,False,Vibration burst exceeds envelope during tool change cycle.
+41489,2024-05-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.52,False,Temperature variance narrowed after coolant nozzle cleaning.
+41490,2024-05-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.175,False,Humidity baseline improved after seal replacement.
+41491,2024-05-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.569,False,Humidity climbed during dock-door open period in afternoon shift.
+41492,2024-05-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.784,False,Sensor heartbeat delayed by one interval after gateway retry.
+41493,2024-05-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.58,False,Condensation warning cleared after dehumidifier ramp-up.
+41494,2024-05-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.6,False,Operator reset acknowledged after red-tag inspection.
+41495,2024-05-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Night shift startup produced higher than normal vibration floor.
+41496,2024-05-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.163,False,Transient outlier matched forklift impact near cabinet wall.
+41497,2024-05-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.908,False,Operator reset acknowledged after red-tag inspection.
+41498,2024-05-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.146,False,Anomaly review flagged possible bearing wear progression.
+41499,2024-05-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.148,False,Quality hold reduced finishing booth activity for one shift.
+41500,2024-05-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.122,False,Sensor enclosure opened for manual calibration verification.
+41501,2024-05-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Pressure peak corresponds to oversized billet batch processing.
+41502,2024-05-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.976,False,Humidity excursion near finishing booth during coating run.
+41503,2024-05-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.293,False,Bearing temperature rising faster than baseline on spindle cell.
+41504,2024-05-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.464,False,Sensor signal clipping observed during startup surge.
+41505,2024-05-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Telemetry quality flag downgraded during sensor self-test window.
+41506,2024-05-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.195,False,Supervisory alert generated after three consecutive threshold breaches.
+41507,2024-05-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.571,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41508,2024-05-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.359,False,Coolant loop adjustment reduced chamber temperature spread.
+41509,2024-05-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Unbalanced load introduced cyclical pressure ripple.
+41510,2024-05-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.089,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41511,2024-05-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.361,False,Packaging line stop reduced adjacent vibration background.
+41512,2024-05-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.927,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41513,2024-05-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.546,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41514,2024-05-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.557,False,Dust extraction fan offline for 18 minutes on line finishing.
+41515,2024-05-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Condensation warning cleared after dehumidifier ramp-up.
+41516,2024-05-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.977,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41517,2024-05-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.239,False,Humidity excursion near finishing booth during coating run.
+41518,2024-05-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.536,False,Vibration burst exceeds envelope during tool change cycle.
+41519,2024-05-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.43,False,Sensor signal clipping observed during startup surge.
+41520,2024-05-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.286,False,Vibration harmonics broadened during extended production run.
+41521,2024-05-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.287,False,Warning threshold updated for pilot predictive-maintenance model.
+41522,2024-05-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.584,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41523,2024-05-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.641,False,Shift handoff note referenced unusual noise near press enclosure.
+41524,2024-05-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.075,False,Dust extraction fan offline for 18 minutes on line finishing.
+41525,2024-05-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41526,2024-05-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.686,False,Thermal ramp exceeded expected warmup curve before shift start.
+41527,2024-05-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.432,False,Maintenance note logged for coupling imbalance inspection.
+41528,2024-05-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.985,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41529,2024-05-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Edge collector replayed buffered events after network recovery.
+41530,2024-05-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.416,False,Quality hold reduced finishing booth activity for one shift.
+41531,2024-05-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.126,False,Reliability engineer tagged sample window for model retraining.
+41532,2024-05-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.485,False,Pressure line purge completed before restart authorization.
+41533,2024-05-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Operator reported intermittent chatter on machine CNC-04.
+41534,2024-05-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.141,False,Pressure peak corresponds to oversized billet batch processing.
+41535,2024-05-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,SCADA backfill inserted two delayed telemetry points.
+41536,2024-05-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.024,False,Machine throughput increase drove sustained pressure uplift.
+41537,2024-05-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Sensor heartbeat delayed by one interval after gateway retry.
+41538,2024-05-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.58,False,Short-lived packet loss observed at edge gateway gw-02.
+41539,2024-05-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.96,False,Night shift startup produced higher than normal vibration floor.
+41540,2024-05-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.603,False,Vibration harmonics broadened during extended production run.
+41541,2024-05-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.3,False,Sensor battery health remains nominal after firmware update.
+41542,2024-05-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.321,False,Packaging line stop reduced adjacent vibration background.
+41543,2024-05-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.656,False,Quality hold reduced finishing booth activity for one shift.
+41544,2024-05-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.657,False,Warning threshold updated for pilot predictive-maintenance model.
+41545,2024-05-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.521,False,Humidity baseline improved after seal replacement.
+41546,2024-05-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.076,False,Operator reset acknowledged after red-tag inspection.
+41547,2024-05-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.968,False,Vibration baseline recovered after tool holder replacement.
+41548,2024-05-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.256,False,SCADA backfill inserted two delayed telemetry points.
+41549,2024-05-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Machine throughput increase drove sustained pressure uplift.
+41550,2024-05-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.934,False,Press cycle dwell time lengthened during high-volume batch.
+41551,2024-05-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.199,False,Humidity readings track seasonal rise across late spring.
+41552,2024-05-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.255,False,Condensation warning cleared after dehumidifier ramp-up.
+41553,2024-05-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Temperature variance narrowed after coolant nozzle cleaning.
+41554,2024-05-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.517,False,Vibration burst exceeds envelope during tool change cycle.
+41555,2024-05-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.739,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41556,2024-05-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.971,False,Night shift startup produced higher than normal vibration floor.
+41557,2024-05-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.948,False,Maintenance crew confirmed lubrication interval was missed.
+41558,2024-05-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.833,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41559,2024-05-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.872,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41560,2024-05-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.091,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41561,2024-05-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.078,False,Calibration check overdue by 11 days for press-line transducer.
+41562,2024-05-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.547,False,Vibration burst exceeds envelope during tool change cycle.
+41563,2024-05-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.667,False,Transient outlier matched forklift impact near cabinet wall.
+41564,2024-05-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.918,False,Sensor heartbeat delayed by one interval after gateway retry.
+41565,2024-05-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.755,False,Thermal ramp exceeded expected warmup curve before shift start.
+41566,2024-05-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.632,False,Supervisory alert generated after three consecutive threshold breaches.
+41567,2024-05-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41568,2024-05-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.646,False,Humidity climbed during dock-door open period in afternoon shift.
+41569,2024-05-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.056,False,Thermal overshoot event coincided with recipe change on furnace.
+41570,2024-05-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.825,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41571,2024-05-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.052,False,Temperature variance narrowed after coolant nozzle cleaning.
+41572,2024-05-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.882,False,Bearing temperature rising faster than baseline on spindle cell.
+41573,2024-05-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.545,False,Thermal overshoot event coincided with recipe change on furnace.
+41574,2024-05-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.145,False,Temperature remained elevated during unscheduled overtime run.
+41575,2024-05-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.383,False,Temperature remained elevated during unscheduled overtime run.
+41576,2024-05-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.357,False,Vibration harmonics broadened during extended production run.
+41577,2024-05-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Vibration harmonics broadened during extended production run.
+41578,2024-05-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.574,False,Packaging line stop reduced adjacent vibration background.
+41579,2024-05-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.305,False,Supervisory alert generated after three consecutive threshold breaches.
+41580,2024-05-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.609,False,Hydraulic line pressure oscillation detected under load.
+41581,2024-05-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.537,False,Transient outlier matched forklift impact near cabinet wall.
+41582,2024-05-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.514,False,Humidity excursion near finishing booth during coating run.
+41583,2024-05-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.086,False,Humidity climbed during dock-door open period in afternoon shift.
+41584,2024-05-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.731,False,Unbalanced load introduced cyclical pressure ripple.
+41585,2024-05-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.595,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41586,2024-05-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.972,False,Shift handoff note referenced unusual noise near press enclosure.
+41587,2024-05-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.834,False,Short-lived packet loss observed at edge gateway gw-02.
+41588,2024-05-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.712,False,Bearing temperature rising faster than baseline on spindle cell.
+41589,2024-05-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Temporary gateway failover completed without data loss.
+41590,2024-05-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.335,False,Anomaly review flagged possible bearing wear progression.
+41591,2024-05-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.102,False,Calibration check overdue by 11 days for press-line transducer.
+41592,2024-05-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.933,False,Humidity climbed during dock-door open period in afternoon shift.
+41593,2024-05-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.22,False,Air handler maintenance reduced humidity variance on finishing line.
+41594,2024-05-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.45,False,Thermal overshoot event coincided with recipe change on furnace.
+41595,2024-05-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.156,False,Transient outlier matched forklift impact near cabinet wall.
+41596,2024-05-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.182,False,Short-lived packet loss observed at edge gateway gw-02.
+41597,2024-05-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.772,False,Reliability engineer tagged sample window for model retraining.
+41598,2024-05-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.197,False,Dust extraction fan offline for 18 minutes on line finishing.
+41599,2024-05-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Shift handoff note referenced unusual noise near press enclosure.
+41600,2024-05-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.782,False,Machine throughput increase drove sustained pressure uplift.
+41601,2024-05-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.331,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41602,2024-05-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.671,False,Vibration baseline recovered after tool holder replacement.
+41603,2024-05-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.699,False,Sensor signal clipping observed during startup surge.
+41604,2024-05-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.845,False,Maintenance note logged for coupling imbalance inspection.
+41605,2024-05-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.511,False,Hydraulic line pressure oscillation detected under load.
+41606,2024-05-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.639,False,Pressure peak corresponds to oversized billet batch processing.
+41607,2024-05-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.727,False,Vibration baseline recovered after tool holder replacement.
+41608,2024-05-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.911,False,Pressure settled back to nominal after valve reseat.
+41609,2024-05-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.897,False,Night shift startup produced higher than normal vibration floor.
+41610,2024-05-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.274,False,Unbalanced load introduced cyclical pressure ripple.
+41611,2024-05-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Maintenance crew confirmed lubrication interval was missed.
+41612,2024-05-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.072,False,Sensor signal clipping observed during startup surge.
+41613,2024-05-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.406,False,Maintenance note logged for coupling imbalance inspection.
+41614,2024-05-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.426,False,Quality team requested trace review for lot 24-118B.
+41615,2024-05-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.148,False,Press cycle dwell time lengthened during high-volume batch.
+41616,2024-05-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.922,False,Humidity readings track seasonal rise across late spring.
+41617,2024-05-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Packaging line stop reduced adjacent vibration background.
+41618,2024-05-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.064,False,Hydraulic line pressure oscillation detected under load.
+41619,2024-05-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.2,False,Pressure peak corresponds to oversized billet batch processing.
+41620,2024-05-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.445,False,Operator reported intermittent chatter on machine CNC-04.
+41621,2024-05-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.287,False,Bearing temperature rising faster than baseline on spindle cell.
+41622,2024-05-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.898,False,Warning threshold updated for pilot predictive-maintenance model.
+41623,2024-05-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.769,False,Maintenance note logged for coupling imbalance inspection.
+41624,2024-05-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.687,False,Vibration baseline recovered after tool holder replacement.
+41625,2024-05-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41626,2024-05-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.875,False,Temperature variance narrowed after coolant nozzle cleaning.
+41627,2024-05-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Operator reset acknowledged after red-tag inspection.
+41628,2024-05-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.956,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41629,2024-05-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.752,False,Telemetry quality flag downgraded during sensor self-test window.
+41630,2024-05-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.611,False,Supervisory alert generated after three consecutive threshold breaches.
+41631,2024-05-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.8,False,Press cycle dwell time lengthened during high-volume batch.
+41632,2024-05-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.184,False,Condensation warning cleared after dehumidifier ramp-up.
+41633,2024-05-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Humidity excursion near finishing booth during coating run.
+41634,2024-05-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.057,False,Quality team requested trace review for lot 24-118B.
+41635,2024-05-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.663,False,Bearing temperature rising faster than baseline on spindle cell.
+41636,2024-05-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.388,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41637,2024-05-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.331,False,Condensation warning cleared after dehumidifier ramp-up.
+41638,2024-05-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.416,False,Operator reported intermittent chatter on machine CNC-04.
+41639,2024-05-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Quality hold reduced finishing booth activity for one shift.
+41640,2024-05-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.509,False,Hydraulic line pressure oscillation detected under load.
+41641,2024-05-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.737,False,Unbalanced load introduced cyclical pressure ripple.
+41642,2024-05-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.132,False,Vibration harmonics broadened during extended production run.
+41643,2024-05-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Machine idle period extended during planned sanitation window.
+41644,2024-05-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.442,False,Hydraulic line pressure oscillation detected under load.
+41645,2024-05-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.718,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41646,2024-05-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.498,False,Hydraulic line pressure oscillation detected under load.
+41647,2024-05-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.766,False,Operator reset acknowledged after red-tag inspection.
+41648,2024-05-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41649,2024-05-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.971,False,Shift handoff note referenced unusual noise near press enclosure.
+41650,2024-05-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.239,False,Temporary gateway failover completed without data loss.
+41651,2024-05-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Pressure settled back to nominal after valve reseat.
+41652,2024-05-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.529,False,Reliability engineer tagged sample window for model retraining.
+41653,2024-05-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.251,False,Operator reported intermittent chatter on machine CNC-04.
+41654,2024-05-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.463,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41655,2024-05-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Temperature variance narrowed after coolant nozzle cleaning.
+41656,2024-05-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.69,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41657,2024-05-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.836,False,Vibration harmonics broadened during extended production run.
+41658,2024-05-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.145,False,Sensor signal clipping observed during startup surge.
+41659,2024-05-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Press cycle dwell time lengthened during high-volume batch.
+41660,2024-05-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.041,False,Quality hold reduced finishing booth activity for one shift.
+41661,2024-05-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.992,False,Press cycle dwell time lengthened during high-volume batch.
+41662,2024-05-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.838,False,Pressure line purge completed before restart authorization.
+41663,2024-05-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Humidity readings track seasonal rise across late spring.
+41664,2024-05-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.353,False,Sensor battery health remains nominal after firmware update.
+41665,2024-05-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Coolant loop adjustment reduced chamber temperature spread.
+41666,2024-05-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.679,False,Unbalanced load introduced cyclical pressure ripple.
+41667,2024-05-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.97,False,SCADA backfill inserted two delayed telemetry points.
+41668,2024-05-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.984,False,Transient outlier matched forklift impact near cabinet wall.
+41669,2024-05-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.694,False,Press cycle dwell time lengthened during high-volume batch.
+41670,2024-05-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Thermal ramp exceeded expected warmup curve before shift start.
+41671,2024-05-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.244,False,Short-lived packet loss observed at edge gateway gw-02.
+41672,2024-05-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.568,False,Humidity excursion near finishing booth during coating run.
+41673,2024-05-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41674,2024-05-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.386,False,Supervisory alert generated after three consecutive threshold breaches.
+41675,2024-05-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.129,False,Air handler maintenance reduced humidity variance on finishing line.
+41676,2024-05-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.799,False,Temperature remained elevated during unscheduled overtime run.
+41677,2024-05-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.089,False,Vibration burst exceeds envelope during tool change cycle.
+41678,2024-05-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.277,False,Vibration burst exceeds envelope during tool change cycle.
+41679,2024-05-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.473,False,Warning threshold updated for pilot predictive-maintenance model.
+41680,2024-05-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.755,False,Humidity readings track seasonal rise across late spring.
+41681,2024-05-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.335,False,Humidity baseline improved after seal replacement.
+41682,2024-05-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.386,False,Air handler maintenance reduced humidity variance on finishing line.
+41683,2024-05-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.711,False,Air handler maintenance reduced humidity variance on finishing line.
+41684,2024-05-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.771,False,Supervisory alert generated after three consecutive threshold breaches.
+41685,2024-05-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.428,False,Coolant loop adjustment reduced chamber temperature spread.
+41686,2024-05-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.235,False,Vibration burst exceeds envelope during tool change cycle.
+41687,2024-05-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,SCADA backfill inserted two delayed telemetry points.
+41688,2024-05-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.723,False,Operator reported intermittent chatter on machine CNC-04.
+41689,2024-05-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Operator reported intermittent chatter on machine CNC-04.
+41690,2024-05-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.811,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41691,2024-05-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Sensor enclosure opened for manual calibration verification.
+41692,2024-05-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.126,False,Pressure settled back to nominal after valve reseat.
+41693,2024-05-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.011,False,Quality hold reduced finishing booth activity for one shift.
+41694,2024-05-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.924,False,Edge collector replayed buffered events after network recovery.
+41695,2024-05-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.968,False,Quality team requested trace review for lot 24-118B.
+41696,2024-05-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,32.739,False,Sensor enclosure opened for manual calibration verification.
+41697,2024-05-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.04,False,Machine idle period extended during planned sanitation window.
+41698,2024-05-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.705,False,Machine throughput increase drove sustained pressure uplift.
+41699,2024-05-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,Maintenance note logged for coupling imbalance inspection.
+41700,2024-05-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.742,False,Sensor battery health remains nominal after firmware update.
+41701,2024-05-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.432,False,Temporary gateway failover completed without data loss.
+41702,2024-05-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.652,False,Operator reported intermittent chatter on machine CNC-04.
+41703,2024-05-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Humidity readings track seasonal rise across late spring.
+41704,2024-05-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.279,False,Maintenance crew confirmed lubrication interval was missed.
+41705,2024-05-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41706,2024-05-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41707,2024-05-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.35,False,Supervisory alert generated after three consecutive threshold breaches.
+41708,2024-05-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.444,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41709,2024-05-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.805,False,Calibration check overdue by 11 days for press-line transducer.
+41710,2024-05-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.996,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41711,2024-05-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.556,False,Coolant loop adjustment reduced chamber temperature spread.
+41712,2024-05-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.826,False,Night shift startup produced higher than normal vibration floor.
+41713,2024-05-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.044,False,Pressure settled back to nominal after valve reseat.
+41714,2024-05-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.446,False,Humidity climbed during dock-door open period in afternoon shift.
+41715,2024-05-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41716,2024-05-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.063,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41717,2024-05-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Pressure peak corresponds to oversized billet batch processing.
+41718,2024-05-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.578,False,Dust extraction fan offline for 18 minutes on line finishing.
+41719,2024-05-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.033,False,Pressure line purge completed before restart authorization.
+41720,2024-05-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.045,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41721,2024-05-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41722,2024-05-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.377,False,Humidity climbed during dock-door open period in afternoon shift.
+41723,2024-05-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Packaging line stop reduced adjacent vibration background.
+41724,2024-05-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.047,False,Sensor signal clipping observed during startup surge.
+41725,2024-05-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41726,2024-05-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.778,False,Shift handoff note referenced unusual noise near press enclosure.
+41727,2024-05-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Humidity readings track seasonal rise across late spring.
+41728,2024-05-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.342,False,Shift handoff note referenced unusual noise near press enclosure.
+41729,2024-05-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.879,False,Telemetry quality flag downgraded during sensor self-test window.
+41730,2024-05-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.532,False,Air handler maintenance reduced humidity variance on finishing line.
+41731,2024-05-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41732,2024-05-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.375,False,Reliability engineer tagged sample window for model retraining.
+41733,2024-05-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Unbalanced load introduced cyclical pressure ripple.
+41734,2024-05-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.298,False,Vibration burst exceeds envelope during tool change cycle.
+41735,2024-05-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.234,False,Quality team requested trace review for lot 24-118B.
+41736,2024-05-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.161,False,Sensor signal clipping observed during startup surge.
+41737,2024-05-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.294,False,Pressure settled back to nominal after valve reseat.
+41738,2024-05-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.888,False,Machine idle period extended during planned sanitation window.
+41739,2024-05-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.919,False,Sensor enclosure opened for manual calibration verification.
+41740,2024-05-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.611,False,Humidity excursion near finishing booth during coating run.
+41741,2024-05-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.104,False,Sensor enclosure opened for manual calibration verification.
+41742,2024-05-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.41,False,Warning threshold updated for pilot predictive-maintenance model.
+41743,2024-05-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Warning threshold updated for pilot predictive-maintenance model.
+41744,2024-05-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.388,False,Temperature variance narrowed after coolant nozzle cleaning.
+41745,2024-05-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Dust extraction fan offline for 18 minutes on line finishing.
+41746,2024-05-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.471,False,Temperature variance narrowed after coolant nozzle cleaning.
+41747,2024-05-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.73,False,Operator reset acknowledged after red-tag inspection.
+41748,2024-05-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.329,False,Maintenance scheduler deferred calibration due to spare shortage.
+41749,2024-05-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Edge collector replayed buffered events after network recovery.
+41750,2024-05-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.992,False,Pressure settled back to nominal after valve reseat.
+41751,2024-05-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41752,2024-05-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.031,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41753,2024-05-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Sensor enclosure opened for manual calibration verification.
+41754,2024-05-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.216,False,Vibration burst exceeds envelope during tool change cycle.
+41755,2024-05-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.28,False,Temperature variance narrowed after coolant nozzle cleaning.
+41756,2024-05-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.904,False,Quality team requested trace review for lot 24-118B.
+41757,2024-05-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.761,False,Shift handoff note referenced unusual noise near press enclosure.
+41758,2024-05-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.25,False,Shift handoff note referenced unusual noise near press enclosure.
+41759,2024-05-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Operator reset acknowledged after red-tag inspection.
+41760,2024-05-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.043,False,Edge collector replayed buffered events after network recovery.
+41761,2024-05-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.087,False,Air handler maintenance reduced humidity variance on finishing line.
+41762,2024-05-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.797,False,Humidity readings track seasonal rise across late spring.
+41763,2024-05-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41764,2024-05-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.966,False,Maintenance scheduler deferred calibration due to spare shortage.
+41765,2024-05-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.476,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41766,2024-05-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.158,False,Unbalanced load introduced cyclical pressure ripple.
+41767,2024-05-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.642,False,Telemetry quality flag downgraded during sensor self-test window.
+41768,2024-05-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.972,False,Machine throughput increase drove sustained pressure uplift.
+41769,2024-05-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Humidity baseline improved after seal replacement.
+41770,2024-05-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.726,False,Unbalanced load introduced cyclical pressure ripple.
+41771,2024-05-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41772,2024-05-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.578,False,Unbalanced load introduced cyclical pressure ripple.
+41773,2024-05-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Humidity excursion near finishing booth during coating run.
+41774,2024-05-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.932,False,Pressure peak corresponds to oversized billet batch processing.
+41775,2024-05-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41776,2024-05-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.28,False,Hydraulic line pressure oscillation detected under load.
+41777,2024-05-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,Temperature variance narrowed after coolant nozzle cleaning.
+41778,2024-05-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.453,False,Maintenance note logged for coupling imbalance inspection.
+41779,2024-05-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.044,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41780,2024-05-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.604,False,Shift handoff note referenced unusual noise near press enclosure.
+41781,2024-05-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.971,False,Sensor enclosure opened for manual calibration verification.
+41782,2024-05-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.698,False,Thermal ramp exceeded expected warmup curve before shift start.
+41783,2024-05-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.504,False,Reliability engineer tagged sample window for model retraining.
+41784,2024-05-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.435,False,Condensation warning cleared after dehumidifier ramp-up.
+41785,2024-05-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Humidity climbed during dock-door open period in afternoon shift.
+41786,2024-05-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.968,False,Sensor battery health remains nominal after firmware update.
+41787,2024-05-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Temporary gateway failover completed without data loss.
+41788,2024-05-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.914,False,Sensor heartbeat delayed by one interval after gateway retry.
+41789,2024-05-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.446,False,Humidity climbed during dock-door open period in afternoon shift.
+41790,2024-05-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.967,False,Humidity baseline improved after seal replacement.
+41791,2024-05-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.191,False,Thermal overshoot event coincided with recipe change on furnace.
+41792,2024-05-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.355,False,Night shift startup produced higher than normal vibration floor.
+41793,2024-05-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Shift handoff note referenced unusual noise near press enclosure.
+41794,2024-05-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.389,False,Maintenance scheduler deferred calibration due to spare shortage.
+41795,2024-05-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Condensation warning cleared after dehumidifier ramp-up.
+41796,2024-05-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.72,False,Vibration baseline recovered after tool holder replacement.
+41797,2024-05-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Dust extraction fan offline for 18 minutes on line finishing.
+41798,2024-05-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.808,False,Quality team requested trace review for lot 24-118B.
+41799,2024-05-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Sensor heartbeat delayed by one interval after gateway retry.
+41800,2024-05-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.724,False,Humidity climbed during dock-door open period in afternoon shift.
+41801,2024-05-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Maintenance scheduler deferred calibration due to spare shortage.
+41802,2024-05-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.441,False,Supervisory alert generated after three consecutive threshold breaches.
+41803,2024-05-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41804,2024-05-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.401,False,Bearing temperature rising faster than baseline on spindle cell.
+41805,2024-05-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Calibration check overdue by 11 days for press-line transducer.
+41806,2024-05-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.552,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41807,2024-05-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.648,False,Reliability engineer tagged sample window for model retraining.
+41808,2024-05-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.769,False,Anomaly review flagged possible bearing wear progression.
+41809,2024-05-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.027,False,Operator reset acknowledged after red-tag inspection.
+41810,2024-05-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.815,False,Maintenance note logged for coupling imbalance inspection.
+41811,2024-05-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.73,False,Temperature remained elevated during unscheduled overtime run.
+41812,2024-05-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.358,False,Temperature remained elevated during unscheduled overtime run.
+41813,2024-05-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.93,False,Quality team requested trace review for lot 24-118B.
+41814,2024-05-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.619,False,Reliability engineer tagged sample window for model retraining.
+41815,2024-05-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Humidity climbed during dock-door open period in afternoon shift.
+41816,2024-05-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.444,False,Telemetry quality flag downgraded during sensor self-test window.
+41817,2024-05-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.397,False,Telemetry quality flag downgraded during sensor self-test window.
+41818,2024-05-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.637,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41819,2024-05-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.408,False,Vibration harmonics broadened during extended production run.
+41820,2024-05-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.543,False,SCADA backfill inserted two delayed telemetry points.
+41821,2024-05-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41822,2024-05-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.393,False,Humidity readings track seasonal rise across late spring.
+41823,2024-05-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Maintenance scheduler deferred calibration due to spare shortage.
+41824,2024-05-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.423,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41825,2024-05-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41826,2024-05-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.728,False,Press cycle dwell time lengthened during high-volume batch.
+41827,2024-05-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.167,False,Temperature remained elevated during unscheduled overtime run.
+41828,2024-05-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.632,False,Warning threshold updated for pilot predictive-maintenance model.
+41829,2024-05-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Pressure settled back to nominal after valve reseat.
+41830,2024-05-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.074,False,Supervisory alert generated after three consecutive threshold breaches.
+41831,2024-05-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.032,False,Humidity baseline improved after seal replacement.
+41832,2024-05-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.563,False,Thermal ramp exceeded expected warmup curve before shift start.
+41833,2024-05-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.85,False,Humidity baseline improved after seal replacement.
+41834,2024-05-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.622,False,Packaging line stop reduced adjacent vibration background.
+41835,2024-05-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.023,False,Thermal overshoot event coincided with recipe change on furnace.
+41836,2024-05-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.625,False,Maintenance note logged for coupling imbalance inspection.
+41837,2024-05-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.826,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41838,2024-05-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.87,False,Quality hold reduced finishing booth activity for one shift.
+41839,2024-05-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.047,False,Vibration burst exceeds envelope during tool change cycle.
+41840,2024-05-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.303,False,Warning threshold updated for pilot predictive-maintenance model.
+41841,2024-05-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.69,False,Short-lived packet loss observed at edge gateway gw-02.
+41842,2024-05-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.771,False,Sensor battery health remains nominal after firmware update.
+41843,2024-05-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.416,False,Shift handoff note referenced unusual noise near press enclosure.
+41844,2024-05-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.041,False,Sensor battery health remains nominal after firmware update.
+41845,2024-05-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Quality hold reduced finishing booth activity for one shift.
+41846,2024-05-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.699,False,Coolant loop adjustment reduced chamber temperature spread.
+41847,2024-05-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41848,2024-05-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.207,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41849,2024-05-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Thermal overshoot event coincided with recipe change on furnace.
+41850,2024-05-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.316,False,Reliability engineer tagged sample window for model retraining.
+41851,2024-05-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.284,False,Operator reported intermittent chatter on machine CNC-04.
+41852,2024-05-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.348,False,Maintenance crew confirmed lubrication interval was missed.
+41853,2024-05-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Quality team requested trace review for lot 24-118B.
+41854,2024-05-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.871,False,Calibration check overdue by 11 days for press-line transducer.
+41855,2024-05-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Packaging line stop reduced adjacent vibration background.
+41856,2024-05-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.699,False,Sensor signal clipping observed during startup surge.
+41857,2024-05-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Operator reported intermittent chatter on machine CNC-04.
+41858,2024-05-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.121,False,Sensor heartbeat delayed by one interval after gateway retry.
+41859,2024-05-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.618,False,Quality hold reduced finishing booth activity for one shift.
+41860,2024-05-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.762,False,Sensor enclosure opened for manual calibration verification.
+41861,2024-05-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
+41862,2024-05-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.251,False,Shift handoff note referenced unusual noise near press enclosure.
+41863,2024-05-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.477,False,Sensor enclosure opened for manual calibration verification.
+41864,2024-05-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.77,False,Supervisory alert generated after three consecutive threshold breaches.
+41865,2024-05-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Thermal overshoot event coincided with recipe change on furnace.
+41866,2024-05-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.576,False,Edge collector replayed buffered events after network recovery.
+41867,2024-05-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.097,False,Vibration burst exceeds envelope during tool change cycle.
+41868,2024-05-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.329,False,Vibration baseline recovered after tool holder replacement.
+41869,2024-05-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.247,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41870,2024-05-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.022,False,Pressure peak corresponds to oversized billet batch processing.
+41871,2024-05-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41872,2024-05-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.808,False,Maintenance crew confirmed lubrication interval was missed.
+41873,2024-05-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Vibration baseline recovered after tool holder replacement.
+41874,2024-05-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.425,False,Transient outlier matched forklift impact near cabinet wall.
+41875,2024-05-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.372,False,Humidity readings track seasonal rise across late spring.
+41876,2024-05-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.415,False,Humidity readings track seasonal rise across late spring.
+41877,2024-05-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Dust extraction fan offline for 18 minutes on line finishing.
+41878,2024-05-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.408,False,Press cycle dwell time lengthened during high-volume batch.
+41879,2024-05-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Coolant loop adjustment reduced chamber temperature spread.
+41880,2024-05-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.034,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41881,2024-05-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.924,False,Humidity excursion near finishing booth during coating run.
+41882,2024-05-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.965,False,Vibration baseline recovered after tool holder replacement.
+41883,2024-05-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Bearing temperature rising faster than baseline on spindle cell.
+41884,2024-05-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.381,False,SCADA backfill inserted two delayed telemetry points.
+41885,2024-05-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Sensor enclosure opened for manual calibration verification.
+41886,2024-05-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.056,False,Dust extraction fan offline for 18 minutes on line finishing.
+41887,2024-05-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.01,False,Sensor battery health remains nominal after firmware update.
+41888,2024-05-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.931,False,Humidity excursion near finishing booth during coating run.
+41889,2024-05-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Anomaly review flagged possible bearing wear progression.
+41890,2024-05-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.152,False,Operator reset acknowledged after red-tag inspection.
+41891,2024-05-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Temperature remained elevated during unscheduled overtime run.
+41892,2024-05-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.034,False,Temporary gateway failover completed without data loss.
+41893,2024-05-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.052,False,Pressure settled back to nominal after valve reseat.
+41894,2024-05-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.277,False,Anomaly review flagged possible bearing wear progression.
+41895,2024-05-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Sensor signal clipping observed during startup surge.
+41896,2024-05-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.427,False,Bearing temperature rising faster than baseline on spindle cell.
+41897,2024-05-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Sensor battery health remains nominal after firmware update.
+41898,2024-05-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.554,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41899,2024-05-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.799,False,Reliability engineer tagged sample window for model retraining.
+41900,2024-05-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.546,False,Edge collector replayed buffered events after network recovery.
+41901,2024-05-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.033,False,Operator reset acknowledged after red-tag inspection.
+41902,2024-05-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.441,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41903,2024-05-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.405,False,Coolant loop adjustment reduced chamber temperature spread.
+41904,2024-05-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.629,False,Dust extraction fan offline for 18 minutes on line finishing.
+41905,2024-05-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.845,False,Night shift startup produced higher than normal vibration floor.
+41906,2024-05-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.768,False,Sensor signal clipping observed during startup surge.
+41907,2024-05-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.567,False,Vibration harmonics broadened during extended production run.
+41908,2024-05-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,24.559,False,Pressure settled back to nominal after valve reseat.
+41909,2024-05-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Air handler maintenance reduced humidity variance on finishing line.
+41910,2024-05-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.409,False,Thermal ramp exceeded expected warmup curve before shift start.
+41911,2024-05-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.25,False,Maintenance scheduler deferred calibration due to spare shortage.
+41912,2024-05-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.23,False,Reliability engineer tagged sample window for model retraining.
+41913,2024-05-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.115,False,Sensor battery health remains nominal after firmware update.
+41914,2024-05-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.231,False,Operator reset acknowledged after red-tag inspection.
+41915,2024-05-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.857,False,Air handler maintenance reduced humidity variance on finishing line.
+41916,2024-05-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.532,False,Shift handoff note referenced unusual noise near press enclosure.
+41917,2024-05-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.55,False,Air handler maintenance reduced humidity variance on finishing line.
+41918,2024-05-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.544,False,Humidity baseline improved after seal replacement.
+41919,2024-05-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.879,False,Coolant loop adjustment reduced chamber temperature spread.
+41920,2024-05-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.103,False,Night shift startup produced higher than normal vibration floor.
+41921,2024-05-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.271,False,Ambient temperature stabilized after HVAC stage-two engagement.
+41922,2024-05-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.331,False,Telemetry quality flag downgraded during sensor self-test window.
+41923,2024-05-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.064,False,Condensation warning cleared after dehumidifier ramp-up.
+41924,2024-05-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.619,False,Supervisory alert generated after three consecutive threshold breaches.
+41925,2024-05-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+41926,2024-05-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.048,False,Sensor signal clipping observed during startup surge.
+41927,2024-05-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Vibration harmonics broadened during extended production run.
+41928,2024-05-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.701,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41929,2024-05-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,Thermal overshoot event coincided with recipe change on furnace.
+41930,2024-05-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.829,False,Packaging line stop reduced adjacent vibration background.
+41931,2024-05-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.613,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+41932,2024-05-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.466,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41933,2024-05-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Temperature variance narrowed after coolant nozzle cleaning.
+41934,2024-05-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.172,False,Night shift startup produced higher than normal vibration floor.
+41935,2024-05-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.467,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41936,2024-05-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.172,False,Humidity climbed during dock-door open period in afternoon shift.
+41937,2024-05-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Reliability engineer tagged sample window for model retraining.
+41938,2024-05-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.172,False,Humidity readings track seasonal rise across late spring.
+41939,2024-05-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.82,False,Humidity readings track seasonal rise across late spring.
+41940,2024-05-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.73,False,Compressed air fluctuation introduced pressure noise for two cycles.
+41941,2024-05-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.896,False,Vibration baseline recovered after tool holder replacement.
+41942,2024-05-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.295,False,Sensor 3 drift suspected after cross-check with manual gauge.
+41943,2024-05-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Coolant loop adjustment reduced chamber temperature spread.
+41944,2024-05-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.232,False,Humidity baseline improved after seal replacement.
+41945,2024-05-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Maintenance note logged for coupling imbalance inspection.
+41946,2024-05-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.959,False,Temporary gateway failover completed without data loss.
+41947,2024-05-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Vibration burst exceeds envelope during tool change cycle.
+41948,2024-05-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Operator reset acknowledged after red-tag inspection.
+41949,2024-05-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.524,False,Humidity readings track seasonal rise across late spring.
+41950,2024-05-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.779,False,Warning threshold updated for pilot predictive-maintenance model.
+41951,2024-05-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.454,False,Machine idle period extended during planned sanitation window.
+41952,2024-05-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.875,False,Operator reset acknowledged after red-tag inspection.
+41953,2024-05-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.499,False,Pressure peak corresponds to oversized billet batch processing.
+41954,2024-05-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.194,False,Vibration baseline recovered after tool holder replacement.
+41955,2024-05-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.403,False,Sensor enclosure opened for manual calibration verification.
+41956,2024-05-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.078,False,Humidity readings track seasonal rise across late spring.
+41957,2024-05-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.994,False,Heat-treat furnace door cycling increased localized temperature spikes.
+41958,2024-05-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.915,False,Temporary gateway failover completed without data loss.
+41959,2024-05-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.501,False,Vibration baseline recovered after tool holder replacement.
+41960,2024-05-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.886,False,Coolant loop adjustment reduced chamber temperature spread.
+41961,2024-05-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Reliability engineer tagged sample window for model retraining.
+41962,2024-05-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.159,False,SCADA backfill inserted two delayed telemetry points.
+41963,2024-05-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Telemetry quality flag downgraded during sensor self-test window.
+41964,2024-05-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.904,False,Vibration burst exceeds envelope during tool change cycle.
+41965,2024-05-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Humidity readings track seasonal rise across late spring.
+41966,2024-05-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.455,False,Pressure settled back to nominal after valve reseat.
+41967,2024-05-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.688,False,Sensor heartbeat delayed by one interval after gateway retry.
+41968,2024-05-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.804,False,Maintenance crew confirmed lubrication interval was missed.
+41969,2024-05-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.386,False,SCADA backfill inserted two delayed telemetry points.
+41970,2024-05-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.776,False,Pressure peak corresponds to oversized billet batch processing.
+41971,2024-05-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.484,False,Sensor enclosure opened for manual calibration verification.
+41972,2024-05-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.299,False,Machine idle period extended during planned sanitation window.
+41973,2024-05-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Sensor enclosure opened for manual calibration verification.
+41974,2024-05-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.468,False,Unbalanced load introduced cyclical pressure ripple.
+41975,2024-05-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Temporary gateway failover completed without data loss.
+41976,2024-05-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.286,False,Telemetry quality flag downgraded during sensor self-test window.
+41977,2024-05-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Temperature variance narrowed after coolant nozzle cleaning.
+41978,2024-05-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.703,False,Air handler maintenance reduced humidity variance on finishing line.
+41979,2024-05-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Pressure peak corresponds to oversized billet batch processing.
+41980,2024-05-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.55,False,Humidity readings track seasonal rise across late spring.
+41981,2024-05-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Dust extraction fan offline for 18 minutes on line finishing.
+41982,2024-05-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.389,False,Reliability engineer tagged sample window for model retraining.
+41983,2024-05-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.49,False,Coolant loop adjustment reduced chamber temperature spread.
+41984,2024-05-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.212,False,Thermal ramp exceeded expected warmup curve before shift start.
+41985,2024-05-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.193,False,Night shift startup produced higher than normal vibration floor.
+41986,2024-05-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.431,False,Short-lived packet loss observed at edge gateway gw-02.
+41987,2024-05-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.277,False,Maintenance crew confirmed lubrication interval was missed.
+41988,2024-05-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.743,False,Sensor battery health remains nominal after firmware update.
+41989,2024-05-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.512,False,Machine throughput increase drove sustained pressure uplift.
+41990,2024-05-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.379,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+41991,2024-05-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.287,False,Humidity baseline improved after seal replacement.
+41992,2024-05-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.438,False,Night shift startup produced higher than normal vibration floor.
+41993,2024-05-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Shift handoff note referenced unusual noise near press enclosure.
+41994,2024-05-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.412,False,Operator reset acknowledged after red-tag inspection.
+41995,2024-05-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.133,False,Shift handoff note referenced unusual noise near press enclosure.
+41996,2024-05-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.893,False,Maintenance scheduler deferred calibration due to spare shortage.
+41997,2024-05-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Quality hold reduced finishing booth activity for one shift.
+41998,2024-05-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.215,False,Vibration burst exceeds envelope during tool change cycle.
+41999,2024-05-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.924,False,Supervisory alert generated after three consecutive threshold breaches.
+42000,2024-05-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.749,False,Air handler maintenance reduced humidity variance on finishing line.
+42001,2024-05-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.441,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42002,2024-05-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.386,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42003,2024-05-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42004,2024-05-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.637,False,Vibration harmonics broadened during extended production run.
+42005,2024-05-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.095,False,Sensor battery health remains nominal after firmware update.
+42006,2024-05-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.787,False,Unbalanced load introduced cyclical pressure ripple.
+42007,2024-05-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.954,False,Humidity baseline improved after seal replacement.
+42008,2024-05-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.217,False,Maintenance crew confirmed lubrication interval was missed.
+42009,2024-05-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Pressure peak corresponds to oversized billet batch processing.
+42010,2024-05-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.588,False,Machine throughput increase drove sustained pressure uplift.
+42011,2024-05-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.383,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42012,2024-05-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,23.783,False,Maintenance note logged for coupling imbalance inspection.
+42013,2024-05-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.763,False,Shift handoff note referenced unusual noise near press enclosure.
+42014,2024-05-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.132,False,Dust extraction fan offline for 18 minutes on line finishing.
+42015,2024-05-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.594,False,Coolant loop adjustment reduced chamber temperature spread.
+42016,2024-05-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.915,False,Calibration check overdue by 11 days for press-line transducer.
+42017,2024-05-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.407,False,Humidity baseline improved after seal replacement.
+42018,2024-05-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.777,False,Humidity baseline improved after seal replacement.
+42019,2024-05-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.109,False,Sensor signal clipping observed during startup surge.
+42020,2024-05-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.256,False,Pressure line purge completed before restart authorization.
+42021,2024-05-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Supervisory alert generated after three consecutive threshold breaches.
+42022,2024-05-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.693,False,Pressure peak corresponds to oversized billet batch processing.
+42023,2024-05-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.534,False,Humidity baseline improved after seal replacement.
+42024,2024-05-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.012,False,Vibration harmonics broadened during extended production run.
+42025,2024-05-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Pressure settled back to nominal after valve reseat.
+42026,2024-05-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.166,False,Maintenance scheduler deferred calibration due to spare shortage.
+42027,2024-05-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.996,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42028,2024-05-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.436,False,Humidity readings track seasonal rise across late spring.
+42029,2024-05-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Humidity excursion near finishing booth during coating run.
+42030,2024-05-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.359,False,Humidity excursion near finishing booth during coating run.
+42031,2024-05-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.119,False,Edge collector replayed buffered events after network recovery.
+42032,2024-05-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.261,False,Press cycle dwell time lengthened during high-volume batch.
+42033,2024-05-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Hydraulic line pressure oscillation detected under load.
+42034,2024-05-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.103,False,Sensor heartbeat delayed by one interval after gateway retry.
+42035,2024-05-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Maintenance note logged for coupling imbalance inspection.
+42036,2024-05-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.936,False,Thermal overshoot event coincided with recipe change on furnace.
+42037,2024-05-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.254,False,Pressure peak corresponds to oversized billet batch processing.
+42038,2024-05-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.722,False,Edge collector replayed buffered events after network recovery.
+42039,2024-05-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.933,False,Bearing temperature rising faster than baseline on spindle cell.
+42040,2024-05-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.981,False,Vibration baseline recovered after tool holder replacement.
+42041,2024-05-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Pressure settled back to nominal after valve reseat.
+42042,2024-05-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.619,False,Packaging line stop reduced adjacent vibration background.
+42043,2024-05-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.227,False,Sensor heartbeat delayed by one interval after gateway retry.
+42044,2024-05-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.014,False,Vibration harmonics broadened during extended production run.
+42045,2024-05-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Transient outlier matched forklift impact near cabinet wall.
+42046,2024-05-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.058,False,Bearing temperature rising faster than baseline on spindle cell.
+42047,2024-05-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.419,False,Thermal ramp exceeded expected warmup curve before shift start.
+42048,2024-05-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.086,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42049,2024-05-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.846,False,Vibration harmonics broadened during extended production run.
+42050,2024-05-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.158,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42051,2024-05-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.417,False,Thermal ramp exceeded expected warmup curve before shift start.
+42052,2024-05-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.71,False,Humidity climbed during dock-door open period in afternoon shift.
+42053,2024-05-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.054,False,Operator reset acknowledged after red-tag inspection.
+42054,2024-05-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.751,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42055,2024-05-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.959,False,Thermal overshoot event coincided with recipe change on furnace.
+42056,2024-05-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.445,False,Unbalanced load introduced cyclical pressure ripple.
+42057,2024-05-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.607,False,Sensor enclosure opened for manual calibration verification.
+42058,2024-05-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.061,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42059,2024-05-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Vibration burst exceeds envelope during tool change cycle.
+42060,2024-05-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.998,False,Humidity baseline improved after seal replacement.
+42061,2024-05-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Operator reported intermittent chatter on machine CNC-04.
+42062,2024-05-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.031,False,Sensor signal clipping observed during startup surge.
+42063,2024-05-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.095,False,Humidity excursion near finishing booth during coating run.
+42064,2024-05-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.342,False,Reliability engineer tagged sample window for model retraining.
+42065,2024-05-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Sensor heartbeat delayed by one interval after gateway retry.
+42066,2024-05-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.733,False,Dust extraction fan offline for 18 minutes on line finishing.
+42067,2024-05-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Humidity excursion near finishing booth during coating run.
+42068,2024-05-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.464,False,Press cycle dwell time lengthened during high-volume batch.
+42069,2024-05-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Reliability engineer tagged sample window for model retraining.
+42070,2024-05-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.157,False,Hydraulic line pressure oscillation detected under load.
+42071,2024-05-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.586,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42072,2024-05-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.267,False,Telemetry quality flag downgraded during sensor self-test window.
+42073,2024-05-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.689,False,Maintenance crew confirmed lubrication interval was missed.
+42074,2024-05-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.515,False,Hydraulic line pressure oscillation detected under load.
+42075,2024-05-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.851,False,Condensation warning cleared after dehumidifier ramp-up.
+42076,2024-05-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.527,False,Bearing temperature rising faster than baseline on spindle cell.
+42077,2024-05-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Humidity baseline improved after seal replacement.
+42078,2024-05-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.561,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42079,2024-05-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.974,False,Pressure peak corresponds to oversized billet batch processing.
+42080,2024-05-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.459,False,Warning threshold updated for pilot predictive-maintenance model.
+42081,2024-05-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Operator reported intermittent chatter on machine CNC-04.
+42082,2024-05-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.082,False,Anomaly review flagged possible bearing wear progression.
+42083,2024-05-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Humidity baseline improved after seal replacement.
+42084,2024-05-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.375,False,Dust extraction fan offline for 18 minutes on line finishing.
+42085,2024-05-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Warning threshold updated for pilot predictive-maintenance model.
+42086,2024-05-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.808,False,Temporary gateway failover completed without data loss.
+42087,2024-05-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Thermal overshoot event coincided with recipe change on furnace.
+42088,2024-05-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.32,False,Pressure peak corresponds to oversized billet batch processing.
+42089,2024-05-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,SCADA backfill inserted two delayed telemetry points.
+42090,2024-05-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.2,False,Humidity baseline improved after seal replacement.
+42091,2024-05-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.309,False,Quality hold reduced finishing booth activity for one shift.
+42092,2024-05-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.211,False,Pressure peak corresponds to oversized billet batch processing.
+42093,2024-05-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42094,2024-05-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.464,False,Maintenance note logged for coupling imbalance inspection.
+42095,2024-05-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.105,False,Press cycle dwell time lengthened during high-volume batch.
+42096,2024-05-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.834,False,Press cycle dwell time lengthened during high-volume batch.
+42097,2024-05-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.476,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42098,2024-05-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.131,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42099,2024-05-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.747,False,Machine idle period extended during planned sanitation window.
+42100,2024-05-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.53,False,Sensor signal clipping observed during startup surge.
+42101,2024-05-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Maintenance crew confirmed lubrication interval was missed.
+42102,2024-05-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.206,False,Vibration burst exceeds envelope during tool change cycle.
+42103,2024-05-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Pressure peak corresponds to oversized billet batch processing.
+42104,2024-05-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.385,False,Vibration harmonics broadened during extended production run.
+42105,2024-05-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.713,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42106,2024-05-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.628,False,Warning threshold updated for pilot predictive-maintenance model.
+42107,2024-05-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.465,False,Maintenance crew confirmed lubrication interval was missed.
+42108,2024-05-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.713,False,Edge collector replayed buffered events after network recovery.
+42109,2024-05-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.626,False,Sensor heartbeat delayed by one interval after gateway retry.
+42110,2024-05-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.215,False,Night shift startup produced higher than normal vibration floor.
+42111,2024-05-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.729,False,Short-lived packet loss observed at edge gateway gw-02.
+42112,2024-05-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.848,False,Night shift startup produced higher than normal vibration floor.
+42113,2024-05-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.205,False,Vibration harmonics broadened during extended production run.
+42114,2024-05-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.334,False,Humidity climbed during dock-door open period in afternoon shift.
+42115,2024-05-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Maintenance crew confirmed lubrication interval was missed.
+42116,2024-05-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.991,False,Thermal ramp exceeded expected warmup curve before shift start.
+42117,2024-05-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Maintenance crew confirmed lubrication interval was missed.
+42118,2024-05-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.06,False,Humidity readings track seasonal rise across late spring.
+42119,2024-05-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.549,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42120,2024-05-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.231,False,Machine throughput increase drove sustained pressure uplift.
+42121,2024-05-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.203,False,Telemetry quality flag downgraded during sensor self-test window.
+42122,2024-05-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.185,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42123,2024-05-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.295,False,Transient outlier matched forklift impact near cabinet wall.
+42124,2024-05-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.482,False,Pressure line purge completed before restart authorization.
+42125,2024-05-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.604,False,Night shift startup produced higher than normal vibration floor.
+42126,2024-05-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.119,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42127,2024-05-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Machine idle period extended during planned sanitation window.
+42128,2024-05-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.582,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42129,2024-05-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Dust extraction fan offline for 18 minutes on line finishing.
+42130,2024-05-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.008,False,Pressure settled back to nominal after valve reseat.
+42131,2024-05-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Operator reported intermittent chatter on machine CNC-04.
+42132,2024-05-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.811,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42133,2024-05-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.433,False,Air handler maintenance reduced humidity variance on finishing line.
+42134,2024-05-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.941,False,Air handler maintenance reduced humidity variance on finishing line.
+42135,2024-05-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Quality team requested trace review for lot 24-118B.
+42136,2024-05-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.617,False,Dust extraction fan offline for 18 minutes on line finishing.
+42137,2024-05-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.82,False,Night shift startup produced higher than normal vibration floor.
+42138,2024-05-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.974,False,Thermal overshoot event coincided with recipe change on furnace.
+42139,2024-05-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42140,2024-05-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.349,False,Anomaly review flagged possible bearing wear progression.
+42141,2024-05-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42142,2024-05-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.019,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42143,2024-05-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.178,False,Telemetry quality flag downgraded during sensor self-test window.
+42144,2024-05-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.643,False,Calibration check overdue by 11 days for press-line transducer.
+42145,2024-05-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.073,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42146,2024-05-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.688,False,Warning threshold updated for pilot predictive-maintenance model.
+42147,2024-05-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.654,False,Calibration check overdue by 11 days for press-line transducer.
+42148,2024-05-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.056,False,Maintenance note logged for coupling imbalance inspection.
+42149,2024-05-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.029,False,Bearing temperature rising faster than baseline on spindle cell.
+42150,2024-05-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.354,False,Sensor heartbeat delayed by one interval after gateway retry.
+42151,2024-05-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Operator reset acknowledged after red-tag inspection.
+42152,2024-05-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42153,2024-05-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,Transient outlier matched forklift impact near cabinet wall.
+42154,2024-05-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.253,False,Temporary gateway failover completed without data loss.
+42155,2024-05-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Humidity climbed during dock-door open period in afternoon shift.
+42156,2024-05-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.917,False,Press cycle dwell time lengthened during high-volume batch.
+42157,2024-05-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42158,2024-05-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.514,False,Edge collector replayed buffered events after network recovery.
+42159,2024-05-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.081,False,Condensation warning cleared after dehumidifier ramp-up.
+42160,2024-05-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.381,False,Humidity excursion near finishing booth during coating run.
+42161,2024-05-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.689,False,Humidity baseline improved after seal replacement.
+42162,2024-05-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.516,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42163,2024-05-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Press cycle dwell time lengthened during high-volume batch.
+42164,2024-05-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.699,False,Calibration check overdue by 11 days for press-line transducer.
+42165,2024-05-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,Pressure settled back to nominal after valve reseat.
+42166,2024-05-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.126,False,Reliability engineer tagged sample window for model retraining.
+42167,2024-05-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,SCADA backfill inserted two delayed telemetry points.
+42168,2024-05-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.635,False,Thermal ramp exceeded expected warmup curve before shift start.
+42169,2024-05-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Reliability engineer tagged sample window for model retraining.
+42170,2024-05-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.343,False,Short-lived packet loss observed at edge gateway gw-02.
+42171,2024-05-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.018,False,Night shift startup produced higher than normal vibration floor.
+42172,2024-05-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42173,2024-05-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Vibration burst exceeds envelope during tool change cycle.
+42174,2024-05-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.943,False,Vibration baseline recovered after tool holder replacement.
+42175,2024-05-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.253,False,Pressure line purge completed before restart authorization.
+42176,2024-05-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.529,False,Machine idle period extended during planned sanitation window.
+42177,2024-05-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Machine throughput increase drove sustained pressure uplift.
+42178,2024-05-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.802,False,Warning threshold updated for pilot predictive-maintenance model.
+42179,2024-05-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.153,False,Pressure settled back to nominal after valve reseat.
+42180,2024-05-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.168,False,Night shift startup produced higher than normal vibration floor.
+42181,2024-05-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.805,False,Vibration burst exceeds envelope during tool change cycle.
+42182,2024-05-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.744,False,Machine idle period extended during planned sanitation window.
+42183,2024-05-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Coolant loop adjustment reduced chamber temperature spread.
+42184,2024-05-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.992,False,Reliability engineer tagged sample window for model retraining.
+42185,2024-05-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.497,False,Operator reported intermittent chatter on machine CNC-04.
+42186,2024-05-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.577,False,Night shift startup produced higher than normal vibration floor.
+42187,2024-05-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,SCADA backfill inserted two delayed telemetry points.
+42188,2024-05-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.536,False,Edge collector replayed buffered events after network recovery.
+42189,2024-05-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42190,2024-05-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.986,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42191,2024-05-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Night shift startup produced higher than normal vibration floor.
+42192,2024-05-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.71,False,Coolant loop adjustment reduced chamber temperature spread.
+42193,2024-05-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Thermal overshoot event coincided with recipe change on furnace.
+42194,2024-05-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.825,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42195,2024-05-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Night shift startup produced higher than normal vibration floor.
+42196,2024-05-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.767,False,Temperature remained elevated during unscheduled overtime run.
+42197,2024-05-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.209,False,Calibration check overdue by 11 days for press-line transducer.
+42198,2024-05-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.675,False,Short-lived packet loss observed at edge gateway gw-02.
+42199,2024-05-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Humidity baseline improved after seal replacement.
+42200,2024-05-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.968,False,Condensation warning cleared after dehumidifier ramp-up.
+42201,2024-05-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.754,False,Calibration check overdue by 11 days for press-line transducer.
+42202,2024-05-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.814,False,Coolant loop adjustment reduced chamber temperature spread.
+42203,2024-05-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Machine idle period extended during planned sanitation window.
+42204,2024-05-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.827,False,Maintenance scheduler deferred calibration due to spare shortage.
+42205,2024-05-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Hydraulic line pressure oscillation detected under load.
+42206,2024-05-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.049,False,Thermal overshoot event coincided with recipe change on furnace.
+42207,2024-05-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42208,2024-05-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.32,False,Sensor battery health remains nominal after firmware update.
+42209,2024-05-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.18,False,SCADA backfill inserted two delayed telemetry points.
+42210,2024-05-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.379,False,Vibration baseline recovered after tool holder replacement.
+42211,2024-05-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.418,False,Humidity excursion near finishing booth during coating run.
+42212,2024-05-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.496,False,Quality hold reduced finishing booth activity for one shift.
+42213,2024-05-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Warning threshold updated for pilot predictive-maintenance model.
+42214,2024-05-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.94,False,Sensor enclosure opened for manual calibration verification.
+42215,2024-05-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Pressure peak corresponds to oversized billet batch processing.
+42216,2024-05-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.153,False,Pressure settled back to nominal after valve reseat.
+42217,2024-05-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.041,False,Quality team requested trace review for lot 24-118B.
+42218,2024-05-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.444,False,Sensor heartbeat delayed by one interval after gateway retry.
+42219,2024-05-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Humidity baseline improved after seal replacement.
+42220,2024-05-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.009,False,Humidity baseline improved after seal replacement.
+42221,2024-05-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Anomaly review flagged possible bearing wear progression.
+42222,2024-05-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.865,False,Bearing temperature rising faster than baseline on spindle cell.
+42223,2024-05-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.037,False,Unbalanced load introduced cyclical pressure ripple.
+42224,2024-05-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.147,False,Telemetry quality flag downgraded during sensor self-test window.
+42225,2024-05-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.837,False,Quality hold reduced finishing booth activity for one shift.
+42226,2024-05-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.344,False,Telemetry quality flag downgraded during sensor self-test window.
+42227,2024-05-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.842,False,Humidity baseline improved after seal replacement.
+42228,2024-05-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.436,False,Maintenance note logged for coupling imbalance inspection.
+42229,2024-05-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Condensation warning cleared after dehumidifier ramp-up.
+42230,2024-05-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.745,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42231,2024-05-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.973,False,Vibration harmonics broadened during extended production run.
+42232,2024-05-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.112,False,Supervisory alert generated after three consecutive threshold breaches.
+42233,2024-05-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42234,2024-05-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.138,False,Edge collector replayed buffered events after network recovery.
+42235,2024-05-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Operator reset acknowledged after red-tag inspection.
+42236,2024-05-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.799,False,Air handler maintenance reduced humidity variance on finishing line.
+42237,2024-05-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.936,False,Edge collector replayed buffered events after network recovery.
+42238,2024-05-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.332,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42239,2024-05-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.113,False,Operator reset acknowledged after red-tag inspection.
+42240,2024-05-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.626,False,Vibration harmonics broadened during extended production run.
+42241,2024-05-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.554,False,Temperature remained elevated during unscheduled overtime run.
+42242,2024-05-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.092,False,Transient outlier matched forklift impact near cabinet wall.
+42243,2024-05-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Transient outlier matched forklift impact near cabinet wall.
+42244,2024-05-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.151,False,Condensation warning cleared after dehumidifier ramp-up.
+42245,2024-05-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Press cycle dwell time lengthened during high-volume batch.
+42246,2024-05-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.058,False,Pressure peak corresponds to oversized billet batch processing.
+42247,2024-05-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Hydraulic line pressure oscillation detected under load.
+42248,2024-05-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.929,False,Vibration baseline recovered after tool holder replacement.
+42249,2024-05-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.685,False,Maintenance note logged for coupling imbalance inspection.
+42250,2024-05-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.508,False,Vibration harmonics broadened during extended production run.
+42251,2024-05-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.827,False,Temporary gateway failover completed without data loss.
+42252,2024-05-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.447,False,Hydraulic line pressure oscillation detected under load.
+42253,2024-05-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.582,False,Thermal ramp exceeded expected warmup curve before shift start.
+42254,2024-05-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.783,False,Temperature variance narrowed after coolant nozzle cleaning.
+42255,2024-05-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.54,False,Operator reset acknowledged after red-tag inspection.
+42256,2024-05-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.46,False,Temporary gateway failover completed without data loss.
+42257,2024-05-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.637,False,Sensor heartbeat delayed by one interval after gateway retry.
+42258,2024-05-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.293,False,Pressure peak corresponds to oversized billet batch processing.
+42259,2024-05-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.905,False,Unbalanced load introduced cyclical pressure ripple.
+42260,2024-05-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.19,False,Maintenance scheduler deferred calibration due to spare shortage.
+42261,2024-05-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.932,False,Supervisory alert generated after three consecutive threshold breaches.
+42262,2024-05-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.56,False,Quality team requested trace review for lot 24-118B.
+42263,2024-05-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.582,False,Temporary gateway failover completed without data loss.
+42264,2024-05-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.222,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42265,2024-05-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.323,False,Unbalanced load introduced cyclical pressure ripple.
+42266,2024-05-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.534,False,Humidity readings track seasonal rise across late spring.
+42267,2024-05-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.214,False,Quality hold reduced finishing booth activity for one shift.
+42268,2024-05-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.41,False,Night shift startup produced higher than normal vibration floor.
+42269,2024-05-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42270,2024-05-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.849,False,Temperature variance narrowed after coolant nozzle cleaning.
+42271,2024-05-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.129,False,Sensor battery health remains nominal after firmware update.
+42272,2024-05-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.547,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42273,2024-05-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.291,False,Air handler maintenance reduced humidity variance on finishing line.
+42274,2024-05-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.876,False,Quality hold reduced finishing booth activity for one shift.
+42275,2024-05-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.558,False,Calibration check overdue by 11 days for press-line transducer.
+42276,2024-05-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.047,False,Calibration check overdue by 11 days for press-line transducer.
+42277,2024-05-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.138,False,Packaging line stop reduced adjacent vibration background.
+42278,2024-05-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.264,False,Vibration baseline recovered after tool holder replacement.
+42279,2024-05-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Vibration burst exceeds envelope during tool change cycle.
+42280,2024-05-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.389,False,Quality team requested trace review for lot 24-118B.
+42281,2024-05-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Shift handoff note referenced unusual noise near press enclosure.
+42282,2024-05-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.889,False,Vibration burst exceeds envelope during tool change cycle.
+42283,2024-05-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.622,False,Sensor heartbeat delayed by one interval after gateway retry.
+42284,2024-05-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.266,False,Thermal overshoot event coincided with recipe change on furnace.
+42285,2024-05-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Dust extraction fan offline for 18 minutes on line finishing.
+42286,2024-05-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.569,False,Sensor enclosure opened for manual calibration verification.
+42287,2024-05-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Dust extraction fan offline for 18 minutes on line finishing.
+42288,2024-05-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Pressure peak corresponds to oversized billet batch processing.
+42289,2024-05-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Pressure line purge completed before restart authorization.
+42290,2024-05-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.802,False,SCADA backfill inserted two delayed telemetry points.
+42291,2024-05-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.381,False,Calibration check overdue by 11 days for press-line transducer.
+42292,2024-05-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.586,False,Transient outlier matched forklift impact near cabinet wall.
+42293,2024-05-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Edge collector replayed buffered events after network recovery.
+42294,2024-05-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.938,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42295,2024-05-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Edge collector replayed buffered events after network recovery.
+42296,2024-05-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.346,False,Humidity baseline improved after seal replacement.
+42297,2024-05-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.542,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42298,2024-05-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.426,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42299,2024-05-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.247,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42300,2024-05-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.843,False,Quality hold reduced finishing booth activity for one shift.
+42301,2024-05-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Night shift startup produced higher than normal vibration floor.
+42302,2024-05-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.255,False,SCADA backfill inserted two delayed telemetry points.
+42303,2024-05-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.724,False,Reliability engineer tagged sample window for model retraining.
+42304,2024-05-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.887,False,Condensation warning cleared after dehumidifier ramp-up.
+42305,2024-05-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.539,False,Pressure peak corresponds to oversized billet batch processing.
+42306,2024-05-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.693,False,Bearing temperature rising faster than baseline on spindle cell.
+42307,2024-05-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.296,False,Quality hold reduced finishing booth activity for one shift.
+42308,2024-05-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.465,False,Calibration check overdue by 11 days for press-line transducer.
+42309,2024-05-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,Transient outlier matched forklift impact near cabinet wall.
+42310,2024-05-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.306,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42311,2024-05-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.881,False,Warning threshold updated for pilot predictive-maintenance model.
+42312,2024-05-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.115,False,Temporary gateway failover completed without data loss.
+42313,2024-05-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Vibration baseline recovered after tool holder replacement.
+42314,2024-05-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.273,False,Sensor battery health remains nominal after firmware update.
+42315,2024-05-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.997,False,Machine throughput increase drove sustained pressure uplift.
+42316,2024-05-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.124,False,Vibration baseline recovered after tool holder replacement.
+42317,2024-05-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Transient outlier matched forklift impact near cabinet wall.
+42318,2024-05-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.142,False,Warning threshold updated for pilot predictive-maintenance model.
+42319,2024-05-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42320,2024-05-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.581,False,Operator reported intermittent chatter on machine CNC-04.
+42321,2024-05-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42322,2024-05-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.336,False,Sensor heartbeat delayed by one interval after gateway retry.
+42323,2024-05-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.676,False,Maintenance crew confirmed lubrication interval was missed.
+42324,2024-05-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.531,False,Unbalanced load introduced cyclical pressure ripple.
+42325,2024-05-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Hydraulic line pressure oscillation detected under load.
+42326,2024-05-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.836,False,Pressure settled back to nominal after valve reseat.
+42327,2024-05-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.678,False,Sensor signal clipping observed during startup surge.
+42328,2024-05-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.556,False,Machine throughput increase drove sustained pressure uplift.
+42329,2024-05-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Sensor heartbeat delayed by one interval after gateway retry.
+42330,2024-05-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.526,False,Supervisory alert generated after three consecutive threshold breaches.
+42331,2024-05-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Sensor enclosure opened for manual calibration verification.
+42332,2024-05-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.381,False,Maintenance note logged for coupling imbalance inspection.
+42333,2024-05-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Press cycle dwell time lengthened during high-volume batch.
+42334,2024-05-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.869,False,Short-lived packet loss observed at edge gateway gw-02.
+42335,2024-05-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.977,False,Condensation warning cleared after dehumidifier ramp-up.
+42336,2024-05-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.571,False,Humidity baseline improved after seal replacement.
+42337,2024-05-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.625,False,Bearing temperature rising faster than baseline on spindle cell.
+42338,2024-05-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.094,False,Maintenance crew confirmed lubrication interval was missed.
+42339,2024-05-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42340,2024-05-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.363,False,Machine throughput increase drove sustained pressure uplift.
+42341,2024-05-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Anomaly review flagged possible bearing wear progression.
+42342,2024-05-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.253,False,Sensor signal clipping observed during startup surge.
+42343,2024-05-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.246,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42344,2024-05-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.698,False,Sensor heartbeat delayed by one interval after gateway retry.
+42345,2024-05-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.11,False,Machine throughput increase drove sustained pressure uplift.
+42346,2024-05-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.16,False,Sensor enclosure opened for manual calibration verification.
+42347,2024-05-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.528,False,Reliability engineer tagged sample window for model retraining.
+42348,2024-05-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.261,False,Sensor signal clipping observed during startup surge.
+42349,2024-05-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Reliability engineer tagged sample window for model retraining.
+42350,2024-05-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.3,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42351,2024-05-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Coolant loop adjustment reduced chamber temperature spread.
+42352,2024-05-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.478,False,Machine throughput increase drove sustained pressure uplift.
+42353,2024-05-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.22,False,Warning threshold updated for pilot predictive-maintenance model.
+42354,2024-05-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.631,False,Vibration harmonics broadened during extended production run.
+42355,2024-05-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.151,False,Air handler maintenance reduced humidity variance on finishing line.
+42356,2024-05-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.903,False,Sensor battery health remains nominal after firmware update.
+42357,2024-05-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Temperature variance narrowed after coolant nozzle cleaning.
+42358,2024-05-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.773,False,Edge collector replayed buffered events after network recovery.
+42359,2024-05-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.022,False,Calibration check overdue by 11 days for press-line transducer.
+42360,2024-05-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.83,False,Temperature variance narrowed after coolant nozzle cleaning.
+42361,2024-05-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Sensor signal clipping observed during startup surge.
+42362,2024-05-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.079,False,Hydraulic line pressure oscillation detected under load.
+42363,2024-05-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.658,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42364,2024-05-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.521,False,Unbalanced load introduced cyclical pressure ripple.
+42365,2024-05-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.631,False,Shift handoff note referenced unusual noise near press enclosure.
+42366,2024-05-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.157,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42367,2024-05-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Pressure line purge completed before restart authorization.
+42368,2024-05-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.637,False,Machine throughput increase drove sustained pressure uplift.
+42369,2024-05-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.825,False,Bearing temperature rising faster than baseline on spindle cell.
+42370,2024-05-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.172,False,Sensor battery health remains nominal after firmware update.
+42371,2024-05-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.098,False,Operator reported intermittent chatter on machine CNC-04.
+42372,2024-05-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.944,False,Sensor enclosure opened for manual calibration verification.
+42373,2024-05-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.08,False,Pressure line purge completed before restart authorization.
+42374,2024-05-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.59,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42375,2024-05-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Warning threshold updated for pilot predictive-maintenance model.
+42376,2024-05-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.689,False,Sensor heartbeat delayed by one interval after gateway retry.
+42377,2024-05-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.032,False,Supervisory alert generated after three consecutive threshold breaches.
+42378,2024-05-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.374,False,Short-lived packet loss observed at edge gateway gw-02.
+42379,2024-05-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.521,False,Reliability engineer tagged sample window for model retraining.
+42380,2024-05-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Machine throughput increase drove sustained pressure uplift.
+42381,2024-05-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.658,False,Condensation warning cleared after dehumidifier ramp-up.
+42382,2024-05-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.763,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42383,2024-05-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.125,False,Sensor battery health remains nominal after firmware update.
+42384,2024-05-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.395,False,Calibration check overdue by 11 days for press-line transducer.
+42385,2024-05-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Temporary gateway failover completed without data loss.
+42386,2024-05-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.027,False,SCADA backfill inserted two delayed telemetry points.
+42387,2024-05-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.022,False,SCADA backfill inserted two delayed telemetry points.
+42388,2024-05-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.391,False,Pressure peak corresponds to oversized billet batch processing.
+42389,2024-05-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.239,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42390,2024-05-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.306,False,Vibration burst exceeds envelope during tool change cycle.
+42391,2024-05-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.195,False,Pressure peak corresponds to oversized billet batch processing.
+42392,2024-05-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.251,False,Hydraulic line pressure oscillation detected under load.
+42393,2024-05-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.069,False,Humidity climbed during dock-door open period in afternoon shift.
+42394,2024-05-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.802,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42395,2024-05-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.768,False,Press cycle dwell time lengthened during high-volume batch.
+42396,2024-05-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.189,False,Sensor enclosure opened for manual calibration verification.
+42397,2024-05-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Night shift startup produced higher than normal vibration floor.
+42398,2024-05-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.82,False,Packaging line stop reduced adjacent vibration background.
+42399,2024-05-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.66,False,Bearing temperature rising faster than baseline on spindle cell.
+42400,2024-05-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.4,False,Pressure line purge completed before restart authorization.
+42401,2024-05-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Shift handoff note referenced unusual noise near press enclosure.
+42402,2024-05-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.233,False,Sensor battery health remains nominal after firmware update.
+42403,2024-05-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.175,False,Vibration burst exceeds envelope during tool change cycle.
+42404,2024-05-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.906,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42405,2024-05-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Thermal ramp exceeded expected warmup curve before shift start.
+42406,2024-05-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.433,False,Quality hold reduced finishing booth activity for one shift.
+42407,2024-05-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.146,False,Sensor enclosure opened for manual calibration verification.
+42408,2024-05-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.391,False,Quality hold reduced finishing booth activity for one shift.
+42409,2024-05-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.269,False,Reliability engineer tagged sample window for model retraining.
+42410,2024-05-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.729,False,Coolant loop adjustment reduced chamber temperature spread.
+42411,2024-05-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.904,False,Operator reset acknowledged after red-tag inspection.
+42412,2024-05-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.095,False,Operator reset acknowledged after red-tag inspection.
+42413,2024-05-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.729,False,Humidity readings track seasonal rise across late spring.
+42414,2024-05-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.089,False,Condensation warning cleared after dehumidifier ramp-up.
+42415,2024-05-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Humidity readings track seasonal rise across late spring.
+42416,2024-05-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.053,False,Dust extraction fan offline for 18 minutes on line finishing.
+42417,2024-05-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.5,False,Short-lived packet loss observed at edge gateway gw-02.
+42418,2024-05-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.076,False,Quality team requested trace review for lot 24-118B.
+42419,2024-05-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Machine throughput increase drove sustained pressure uplift.
+42420,2024-05-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.082,False,Calibration check overdue by 11 days for press-line transducer.
+42421,2024-05-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.02,False,Vibration harmonics broadened during extended production run.
+42422,2024-05-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.593,False,Maintenance crew confirmed lubrication interval was missed.
+42423,2024-05-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42424,2024-05-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.328,False,Sensor signal clipping observed during startup surge.
+42425,2024-05-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Machine throughput increase drove sustained pressure uplift.
+42426,2024-05-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42427,2024-05-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.543,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42428,2024-05-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.182,False,Anomaly review flagged possible bearing wear progression.
+42429,2024-05-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42430,2024-05-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.701,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42431,2024-05-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Operator reported intermittent chatter on machine CNC-04.
+42432,2024-05-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.085,False,Sensor heartbeat delayed by one interval after gateway retry.
+42433,2024-05-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Telemetry quality flag downgraded during sensor self-test window.
+42434,2024-05-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42435,2024-05-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.829,False,Pressure line purge completed before restart authorization.
+42436,2024-05-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Temporary gateway failover completed without data loss.
+42437,2024-05-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Quality hold reduced finishing booth activity for one shift.
+42438,2024-05-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.891,False,Packaging line stop reduced adjacent vibration background.
+42439,2024-05-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.312,False,Vibration harmonics broadened during extended production run.
+42440,2024-05-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.625,False,Transient outlier matched forklift impact near cabinet wall.
+42441,2024-05-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Pressure settled back to nominal after valve reseat.
+42442,2024-05-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.01,False,Pressure peak corresponds to oversized billet batch processing.
+42443,2024-05-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.184,False,Thermal overshoot event coincided with recipe change on furnace.
+42444,2024-05-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.595,False,Operator reported intermittent chatter on machine CNC-04.
+42445,2024-05-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.251,False,Humidity baseline improved after seal replacement.
+42446,2024-05-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.677,False,SCADA backfill inserted two delayed telemetry points.
+42447,2024-05-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Pressure peak corresponds to oversized billet batch processing.
+42448,2024-05-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.835,False,Telemetry quality flag downgraded during sensor self-test window.
+42449,2024-05-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Reliability engineer tagged sample window for model retraining.
+42450,2024-05-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.675,False,Quality team requested trace review for lot 24-118B.
+42451,2024-05-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Humidity readings track seasonal rise across late spring.
+42452,2024-05-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.4,False,Quality hold reduced finishing booth activity for one shift.
+42453,2024-05-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Sensor signal clipping observed during startup surge.
+42454,2024-05-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.207,False,Warning threshold updated for pilot predictive-maintenance model.
+42455,2024-05-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.872,False,Calibration check overdue by 11 days for press-line transducer.
+42456,2024-05-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.637,False,SCADA backfill inserted two delayed telemetry points.
+42457,2024-05-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.626,False,Anomaly review flagged possible bearing wear progression.
+42458,2024-05-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.438,False,Condensation warning cleared after dehumidifier ramp-up.
+42459,2024-05-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Reliability engineer tagged sample window for model retraining.
+42460,2024-05-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.587,False,Anomaly review flagged possible bearing wear progression.
+42461,2024-05-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Reliability engineer tagged sample window for model retraining.
+42462,2024-05-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.938,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42463,2024-05-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Pressure line purge completed before restart authorization.
+42464,2024-05-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.252,False,Machine idle period extended during planned sanitation window.
+42465,2024-05-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.622,False,Packaging line stop reduced adjacent vibration background.
+42466,2024-05-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.439,False,Sensor battery health remains nominal after firmware update.
+42467,2024-05-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.268,False,Quality hold reduced finishing booth activity for one shift.
+42468,2024-05-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.928,False,Humidity readings track seasonal rise across late spring.
+42469,2024-05-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.183,False,Night shift startup produced higher than normal vibration floor.
+42470,2024-05-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.59,False,Warning threshold updated for pilot predictive-maintenance model.
+42471,2024-05-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.056,False,Pressure peak corresponds to oversized billet batch processing.
+42472,2024-05-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.087,False,Humidity readings track seasonal rise across late spring.
+42473,2024-05-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.202,False,Temperature remained elevated during unscheduled overtime run.
+42474,2024-05-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.737,False,Humidity climbed during dock-door open period in afternoon shift.
+42475,2024-05-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42476,2024-05-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.195,False,SCADA backfill inserted two delayed telemetry points.
+42477,2024-05-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.154,False,Sensor heartbeat delayed by one interval after gateway retry.
+42478,2024-05-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.043,False,Temperature variance narrowed after coolant nozzle cleaning.
+42479,2024-05-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.739,False,Night shift startup produced higher than normal vibration floor.
+42480,2024-05-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.616,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42481,2024-05-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Telemetry quality flag downgraded during sensor self-test window.
+42482,2024-05-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.946,False,Temperature remained elevated during unscheduled overtime run.
+42483,2024-05-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.61,False,Maintenance scheduler deferred calibration due to spare shortage.
+42484,2024-05-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.467,False,Transient outlier matched forklift impact near cabinet wall.
+42485,2024-05-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.848,False,Machine idle period extended during planned sanitation window.
+42486,2024-05-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.265,False,Thermal overshoot event coincided with recipe change on furnace.
+42487,2024-05-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42488,2024-05-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.006,False,Maintenance scheduler deferred calibration due to spare shortage.
+42489,2024-05-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Calibration check overdue by 11 days for press-line transducer.
+42490,2024-05-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.422,False,Condensation warning cleared after dehumidifier ramp-up.
+42491,2024-05-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.649,False,Sensor signal clipping observed during startup surge.
+42492,2024-05-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.325,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42493,2024-05-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.752,False,Anomaly review flagged possible bearing wear progression.
+42494,2024-05-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.681,False,Vibration baseline recovered after tool holder replacement.
+42495,2024-05-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.934,False,SCADA backfill inserted two delayed telemetry points.
+42496,2024-05-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.482,False,Operator reset acknowledged after red-tag inspection.
+42497,2024-05-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.591,False,Temporary gateway failover completed without data loss.
+42498,2024-05-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.722,False,Calibration check overdue by 11 days for press-line transducer.
+42499,2024-05-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Machine throughput increase drove sustained pressure uplift.
+42500,2024-05-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.486,False,Edge collector replayed buffered events after network recovery.
+42501,2024-05-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Air handler maintenance reduced humidity variance on finishing line.
+42502,2024-05-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.749,False,Shift handoff note referenced unusual noise near press enclosure.
+42503,2024-05-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.384,False,Vibration harmonics broadened during extended production run.
+42504,2024-05-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.013,False,Telemetry quality flag downgraded during sensor self-test window.
+42505,2024-05-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Reliability engineer tagged sample window for model retraining.
+42506,2024-05-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.133,False,SCADA backfill inserted two delayed telemetry points.
+42507,2024-05-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.053,False,Thermal overshoot event coincided with recipe change on furnace.
+42508,2024-05-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.277,False,Vibration harmonics broadened during extended production run.
+42509,2024-05-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.383,False,Bearing temperature rising faster than baseline on spindle cell.
+42510,2024-05-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.777,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42511,2024-05-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.407,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42512,2024-05-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.963,False,Warning threshold updated for pilot predictive-maintenance model.
+42513,2024-05-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Sensor heartbeat delayed by one interval after gateway retry.
+42514,2024-05-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.686,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42515,2024-05-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.679,False,Vibration baseline recovered after tool holder replacement.
+42516,2024-05-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.669,False,Coolant loop adjustment reduced chamber temperature spread.
+42517,2024-05-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42518,2024-05-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.041,False,Unbalanced load introduced cyclical pressure ripple.
+42519,2024-05-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.358,False,Pressure settled back to nominal after valve reseat.
+42520,2024-05-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.589,False,Humidity climbed during dock-door open period in afternoon shift.
+42521,2024-05-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.115,False,Maintenance scheduler deferred calibration due to spare shortage.
+42522,2024-05-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.083,False,Thermal overshoot event coincided with recipe change on furnace.
+42523,2024-05-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.037,False,Packaging line stop reduced adjacent vibration background.
+42524,2024-05-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.628,False,Humidity climbed during dock-door open period in afternoon shift.
+42525,2024-05-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Humidity readings track seasonal rise across late spring.
+42526,2024-05-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.951,False,Bearing temperature rising faster than baseline on spindle cell.
+42527,2024-05-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42528,2024-05-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.815,False,Thermal ramp exceeded expected warmup curve before shift start.
+42529,2024-05-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Quality hold reduced finishing booth activity for one shift.
+42530,2024-05-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.086,False,Condensation warning cleared after dehumidifier ramp-up.
+42531,2024-05-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.16,False,Humidity baseline improved after seal replacement.
+42532,2024-05-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.078,False,Machine idle period extended during planned sanitation window.
+42533,2024-05-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.289,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42534,2024-05-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.635,False,Supervisory alert generated after three consecutive threshold breaches.
+42535,2024-05-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Telemetry quality flag downgraded during sensor self-test window.
+42536,2024-05-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.235,False,Machine throughput increase drove sustained pressure uplift.
+42537,2024-05-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Sensor heartbeat delayed by one interval after gateway retry.
+42538,2024-05-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.522,False,Vibration baseline recovered after tool holder replacement.
+42539,2024-05-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.856,False,Pressure settled back to nominal after valve reseat.
+42540,2024-05-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42541,2024-05-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.346,False,Pressure line purge completed before restart authorization.
+42542,2024-05-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.709,False,Press cycle dwell time lengthened during high-volume batch.
+42543,2024-05-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.685,False,Machine throughput increase drove sustained pressure uplift.
+42544,2024-05-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.7,False,Sensor enclosure opened for manual calibration verification.
+42545,2024-05-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity readings track seasonal rise across late spring.
+42546,2024-05-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.01,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42547,2024-05-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.084,False,Short-lived packet loss observed at edge gateway gw-02.
+42548,2024-05-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.587,False,Thermal overshoot event coincided with recipe change on furnace.
+42549,2024-05-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Hydraulic line pressure oscillation detected under load.
+42550,2024-05-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.059,False,Hydraulic line pressure oscillation detected under load.
+42551,2024-05-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Coolant loop adjustment reduced chamber temperature spread.
+42552,2024-05-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.353,False,Quality team requested trace review for lot 24-118B.
+42553,2024-05-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.454,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42554,2024-05-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Hydraulic line pressure oscillation detected under load.
+42555,2024-05-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.524,False,Pressure line purge completed before restart authorization.
+42556,2024-05-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.896,False,Machine throughput increase drove sustained pressure uplift.
+42557,2024-05-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42558,2024-05-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.829,False,Vibration baseline recovered after tool holder replacement.
+42559,2024-05-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.647,False,Temperature variance narrowed after coolant nozzle cleaning.
+42560,2024-05-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.599,False,Sensor battery health remains nominal after firmware update.
+42561,2024-05-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.93,False,Pressure line purge completed before restart authorization.
+42562,2024-05-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.921,False,Pressure peak corresponds to oversized billet batch processing.
+42563,2024-05-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.628,False,Unbalanced load introduced cyclical pressure ripple.
+42564,2024-05-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.385,False,Humidity excursion near finishing booth during coating run.
+42565,2024-05-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.68,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42566,2024-05-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.515,False,Dust extraction fan offline for 18 minutes on line finishing.
+42567,2024-05-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.77,False,Short-lived packet loss observed at edge gateway gw-02.
+42568,2024-05-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.034,False,Short-lived packet loss observed at edge gateway gw-02.
+42569,2024-05-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.379,False,Telemetry quality flag downgraded during sensor self-test window.
+42570,2024-05-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.141,False,Hydraulic line pressure oscillation detected under load.
+42571,2024-05-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.045,False,Maintenance note logged for coupling imbalance inspection.
+42572,2024-05-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42573,2024-05-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Pressure settled back to nominal after valve reseat.
+42574,2024-05-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.211,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42575,2024-05-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.939,False,Sensor signal clipping observed during startup surge.
+42576,2024-05-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.507,False,Machine throughput increase drove sustained pressure uplift.
+42577,2024-05-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42578,2024-05-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.223,False,Press cycle dwell time lengthened during high-volume batch.
+42579,2024-05-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Operator reset acknowledged after red-tag inspection.
+42580,2024-05-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.412,False,Humidity baseline improved after seal replacement.
+42581,2024-05-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Operator reported intermittent chatter on machine CNC-04.
+42582,2024-05-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.629,False,Thermal ramp exceeded expected warmup curve before shift start.
+42583,2024-05-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.301,False,Pressure settled back to nominal after valve reseat.
+42584,2024-05-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.528,False,Air handler maintenance reduced humidity variance on finishing line.
+42585,2024-05-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Pressure peak corresponds to oversized billet batch processing.
+42586,2024-05-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.966,False,Condensation warning cleared after dehumidifier ramp-up.
+42587,2024-05-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Temporary gateway failover completed without data loss.
+42588,2024-05-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.974,False,Humidity readings track seasonal rise across late spring.
+42589,2024-05-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Machine throughput increase drove sustained pressure uplift.
+42590,2024-05-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.616,False,Condensation warning cleared after dehumidifier ramp-up.
+42591,2024-05-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.667,False,Sensor battery health remains nominal after firmware update.
+42592,2024-05-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.247,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42593,2024-05-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.167,False,Dust extraction fan offline for 18 minutes on line finishing.
+42594,2024-05-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.874,False,Operator reset acknowledged after red-tag inspection.
+42595,2024-05-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Night shift startup produced higher than normal vibration floor.
+42596,2024-05-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.822,False,Maintenance crew confirmed lubrication interval was missed.
+42597,2024-05-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.459,False,Telemetry quality flag downgraded during sensor self-test window.
+42598,2024-05-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.136,False,Temporary gateway failover completed without data loss.
+42599,2024-05-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.195,False,Humidity readings track seasonal rise across late spring.
+42600,2024-05-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.853,False,Unbalanced load introduced cyclical pressure ripple.
+42601,2024-05-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.098,False,Humidity climbed during dock-door open period in afternoon shift.
+42602,2024-05-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.746,False,Air handler maintenance reduced humidity variance on finishing line.
+42603,2024-05-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.025,False,Maintenance scheduler deferred calibration due to spare shortage.
+42604,2024-05-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.918,False,Anomaly review flagged possible bearing wear progression.
+42605,2024-05-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Anomaly review flagged possible bearing wear progression.
+42606,2024-05-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.528,False,Vibration harmonics broadened during extended production run.
+42607,2024-05-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.52,False,Maintenance note logged for coupling imbalance inspection.
+42608,2024-05-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.742,False,Edge collector replayed buffered events after network recovery.
+42609,2024-05-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Temperature variance narrowed after coolant nozzle cleaning.
+42610,2024-05-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.707,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42611,2024-05-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.044,False,Reliability engineer tagged sample window for model retraining.
+42612,2024-05-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.437,False,Coolant loop adjustment reduced chamber temperature spread.
+42613,2024-05-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.443,False,Sensor battery health remains nominal after firmware update.
+42614,2024-05-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.626,False,Vibration burst exceeds envelope during tool change cycle.
+42615,2024-05-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.596,False,Anomaly review flagged possible bearing wear progression.
+42616,2024-05-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.062,False,Pressure settled back to nominal after valve reseat.
+42617,2024-05-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.447,False,Coolant loop adjustment reduced chamber temperature spread.
+42618,2024-05-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.937,False,Coolant loop adjustment reduced chamber temperature spread.
+42619,2024-05-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Maintenance crew confirmed lubrication interval was missed.
+42620,2024-05-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.748,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42621,2024-05-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.092,False,Hydraulic line pressure oscillation detected under load.
+42622,2024-05-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.244,False,Vibration burst exceeds envelope during tool change cycle.
+42623,2024-05-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42624,2024-05-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.582,False,Calibration check overdue by 11 days for press-line transducer.
+42625,2024-05-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Pressure settled back to nominal after valve reseat.
+42626,2024-05-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.482,False,Press cycle dwell time lengthened during high-volume batch.
+42627,2024-05-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.877,False,Calibration check overdue by 11 days for press-line transducer.
+42628,2024-05-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.113,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42629,2024-05-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.034,False,Quality hold reduced finishing booth activity for one shift.
+42630,2024-05-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.066,False,Humidity excursion near finishing booth during coating run.
+42631,2024-05-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.0,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42632,2024-05-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.82,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42633,2024-05-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42634,2024-05-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.666,False,Maintenance note logged for coupling imbalance inspection.
+42635,2024-05-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.721,False,SCADA backfill inserted two delayed telemetry points.
+42636,2024-05-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.07,False,Temporary gateway failover completed without data loss.
+42637,2024-05-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.047,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42638,2024-05-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.614,False,Thermal overshoot event coincided with recipe change on furnace.
+42639,2024-05-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.347,False,Pressure line purge completed before restart authorization.
+42640,2024-05-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.416,False,Maintenance note logged for coupling imbalance inspection.
+42641,2024-05-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Pressure settled back to nominal after valve reseat.
+42642,2024-05-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.254,False,Anomaly review flagged possible bearing wear progression.
+42643,2024-05-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.415,False,Supervisory alert generated after three consecutive threshold breaches.
+42644,2024-05-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.603,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42645,2024-05-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Vibration baseline recovered after tool holder replacement.
+42646,2024-05-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.885,False,Temperature variance narrowed after coolant nozzle cleaning.
+42647,2024-05-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.962,False,Machine idle period extended during planned sanitation window.
+42648,2024-05-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.7,False,Maintenance crew confirmed lubrication interval was missed.
+42649,2024-05-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.755,False,Quality hold reduced finishing booth activity for one shift.
+42650,2024-05-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.045,False,Air handler maintenance reduced humidity variance on finishing line.
+42651,2024-05-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.869,False,Humidity excursion near finishing booth during coating run.
+42652,2024-05-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.758,False,Sensor enclosure opened for manual calibration verification.
+42653,2024-05-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.468,False,Maintenance crew confirmed lubrication interval was missed.
+42654,2024-05-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.31,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42655,2024-05-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Edge collector replayed buffered events after network recovery.
+42656,2024-05-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.64,False,Press cycle dwell time lengthened during high-volume batch.
+42657,2024-05-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Transient outlier matched forklift impact near cabinet wall.
+42658,2024-05-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.44,False,Sensor signal clipping observed during startup surge.
+42659,2024-05-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.104,False,Vibration burst exceeds envelope during tool change cycle.
+42660,2024-05-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.678,False,Condensation warning cleared after dehumidifier ramp-up.
+42661,2024-05-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.631,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42662,2024-05-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.793,False,Machine idle period extended during planned sanitation window.
+42663,2024-05-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Reliability engineer tagged sample window for model retraining.
+42664,2024-05-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.905,False,Sensor heartbeat delayed by one interval after gateway retry.
+42665,2024-05-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.298,False,Unbalanced load introduced cyclical pressure ripple.
+42666,2024-05-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.522,False,Thermal overshoot event coincided with recipe change on furnace.
+42667,2024-05-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,Short-lived packet loss observed at edge gateway gw-02.
+42668,2024-05-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.196,False,Maintenance crew confirmed lubrication interval was missed.
+42669,2024-05-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.675,False,Sensor battery health remains nominal after firmware update.
+42670,2024-05-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,56.183,False,SCADA backfill inserted two delayed telemetry points.
+42671,2024-05-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.639,False,Shift handoff note referenced unusual noise near press enclosure.
+42672,2024-05-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42673,2024-05-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.033,False,Humidity baseline improved after seal replacement.
+42674,2024-05-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.508,False,Vibration harmonics broadened during extended production run.
+42675,2024-05-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Unbalanced load introduced cyclical pressure ripple.
+42676,2024-05-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.305,False,Temperature remained elevated during unscheduled overtime run.
+42677,2024-05-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Machine idle period extended during planned sanitation window.
+42678,2024-05-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.933,False,Condensation warning cleared after dehumidifier ramp-up.
+42679,2024-05-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.478,False,Hydraulic line pressure oscillation detected under load.
+42680,2024-05-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.23,False,Vibration burst exceeds envelope during tool change cycle.
+42681,2024-05-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Humidity baseline improved after seal replacement.
+42682,2024-05-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.072,False,Humidity climbed during dock-door open period in afternoon shift.
+42683,2024-05-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.436,False,Vibration burst exceeds envelope during tool change cycle.
+42684,2024-05-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.881,False,Pressure settled back to nominal after valve reseat.
+42685,2024-05-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Vibration burst exceeds envelope during tool change cycle.
+42686,2024-05-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.581,False,Transient outlier matched forklift impact near cabinet wall.
+42687,2024-05-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.273,False,Press cycle dwell time lengthened during high-volume batch.
+42688,2024-05-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.013,False,Temporary gateway failover completed without data loss.
+42689,2024-05-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.829,False,Air handler maintenance reduced humidity variance on finishing line.
+42690,2024-05-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.019,False,Short-lived packet loss observed at edge gateway gw-02.
+42691,2024-05-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42692,2024-05-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.237,False,Transient outlier matched forklift impact near cabinet wall.
+42693,2024-05-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Packaging line stop reduced adjacent vibration background.
+42694,2024-05-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.159,False,Humidity readings track seasonal rise across late spring.
+42695,2024-05-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.174,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42696,2024-05-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.399,False,Air handler maintenance reduced humidity variance on finishing line.
+42697,2024-05-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.263,False,Pressure peak corresponds to oversized billet batch processing.
+42698,2024-05-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.45,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42699,2024-05-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.416,False,Quality hold reduced finishing booth activity for one shift.
+42700,2024-05-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.957,False,Coolant loop adjustment reduced chamber temperature spread.
+42701,2024-05-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.28,False,Sensor battery health remains nominal after firmware update.
+42702,2024-05-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.552,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42703,2024-05-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Maintenance scheduler deferred calibration due to spare shortage.
+42704,2024-05-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.833,False,Reliability engineer tagged sample window for model retraining.
+42705,2024-05-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.55,False,Calibration check overdue by 11 days for press-line transducer.
+42706,2024-05-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.302,False,Condensation warning cleared after dehumidifier ramp-up.
+42707,2024-05-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.501,False,Dust extraction fan offline for 18 minutes on line finishing.
+42708,2024-05-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.903,False,Maintenance note logged for coupling imbalance inspection.
+42709,2024-05-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.444,False,Temporary gateway failover completed without data loss.
+42710,2024-05-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.317,False,Pressure settled back to nominal after valve reseat.
+42711,2024-05-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.221,False,Reliability engineer tagged sample window for model retraining.
+42712,2024-05-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.635,False,Quality hold reduced finishing booth activity for one shift.
+42713,2024-05-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.272,False,Calibration check overdue by 11 days for press-line transducer.
+42714,2024-05-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.728,False,Temperature remained elevated during unscheduled overtime run.
+42715,2024-05-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Operator reported intermittent chatter on machine CNC-04.
+42716,2024-05-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.218,False,Bearing temperature rising faster than baseline on spindle cell.
+42717,2024-05-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.331,False,Humidity excursion near finishing booth during coating run.
+42718,2024-05-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.389,False,Short-lived packet loss observed at edge gateway gw-02.
+42719,2024-05-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.897,False,Dust extraction fan offline for 18 minutes on line finishing.
+42720,2024-05-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.57,False,Thermal ramp exceeded expected warmup curve before shift start.
+42721,2024-05-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Anomaly review flagged possible bearing wear progression.
+42722,2024-05-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.945,False,Pressure settled back to nominal after valve reseat.
+42723,2024-05-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.126,False,Maintenance crew confirmed lubrication interval was missed.
+42724,2024-05-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.541,False,Temporary gateway failover completed without data loss.
+42725,2024-05-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.442,False,Pressure settled back to nominal after valve reseat.
+42726,2024-05-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.887,False,Humidity baseline improved after seal replacement.
+42727,2024-05-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,False,Maintenance crew confirmed lubrication interval was missed.
+42728,2024-05-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.716,False,Bearing temperature rising faster than baseline on spindle cell.
+42729,2024-05-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Short-lived packet loss observed at edge gateway gw-02.
+42730,2024-05-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.05,False,Dust extraction fan offline for 18 minutes on line finishing.
+42731,2024-05-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.748,False,Air handler maintenance reduced humidity variance on finishing line.
+42732,2024-05-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.444,False,Coolant loop adjustment reduced chamber temperature spread.
+42733,2024-05-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.138,False,Machine throughput increase drove sustained pressure uplift.
+42734,2024-05-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.547,False,Supervisory alert generated after three consecutive threshold breaches.
+42735,2024-05-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Humidity readings track seasonal rise across late spring.
+42736,2024-05-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.814,False,Pressure settled back to nominal after valve reseat.
+42737,2024-05-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Calibration check overdue by 11 days for press-line transducer.
+42738,2024-05-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.192,False,Quality team requested trace review for lot 24-118B.
+42739,2024-05-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.718,False,Unbalanced load introduced cyclical pressure ripple.
+42740,2024-05-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.577,False,Air handler maintenance reduced humidity variance on finishing line.
+42741,2024-05-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.162,False,Coolant loop adjustment reduced chamber temperature spread.
+42742,2024-05-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.814,False,Warning threshold updated for pilot predictive-maintenance model.
+42743,2024-05-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.777,False,Unbalanced load introduced cyclical pressure ripple.
+42744,2024-05-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.296,False,Humidity excursion near finishing booth during coating run.
+42745,2024-05-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.284,False,Humidity excursion near finishing booth during coating run.
+42746,2024-05-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.613,False,Warning threshold updated for pilot predictive-maintenance model.
+42747,2024-05-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Maintenance crew confirmed lubrication interval was missed.
+42748,2024-05-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.925,False,Thermal overshoot event coincided with recipe change on furnace.
+42749,2024-05-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Thermal ramp exceeded expected warmup curve before shift start.
+42750,2024-05-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.748,False,Dust extraction fan offline for 18 minutes on line finishing.
+42751,2024-05-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42752,2024-05-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.37,False,Quality team requested trace review for lot 24-118B.
+42753,2024-05-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Packaging line stop reduced adjacent vibration background.
+42754,2024-05-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.951,False,Humidity baseline improved after seal replacement.
+42755,2024-05-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.996,False,Maintenance note logged for coupling imbalance inspection.
+42756,2024-05-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.075,False,Short-lived packet loss observed at edge gateway gw-02.
+42757,2024-05-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Thermal ramp exceeded expected warmup curve before shift start.
+42758,2024-05-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.796,False,Humidity climbed during dock-door open period in afternoon shift.
+42759,2024-05-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.058,False,Temperature remained elevated during unscheduled overtime run.
+42760,2024-05-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42761,2024-05-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.337,False,Shift handoff note referenced unusual noise near press enclosure.
+42762,2024-05-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.596,False,Calibration check overdue by 11 days for press-line transducer.
+42763,2024-05-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.142,False,Supervisory alert generated after three consecutive threshold breaches.
+42764,2024-05-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.987,False,Sensor battery health remains nominal after firmware update.
+42765,2024-05-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.958,False,Reliability engineer tagged sample window for model retraining.
+42766,2024-05-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.922,False,Machine idle period extended during planned sanitation window.
+42767,2024-05-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.009,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42768,2024-05-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.808,False,Vibration burst exceeds envelope during tool change cycle.
+42769,2024-05-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Temporary gateway failover completed without data loss.
+42770,2024-05-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.834,False,Quality hold reduced finishing booth activity for one shift.
+42771,2024-05-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.696,False,Reliability engineer tagged sample window for model retraining.
+42772,2024-05-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.948,False,SCADA backfill inserted two delayed telemetry points.
+42773,2024-05-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.988,False,Press cycle dwell time lengthened during high-volume batch.
+42774,2024-05-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.161,False,Maintenance scheduler deferred calibration due to spare shortage.
+42775,2024-05-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.473,False,Thermal ramp exceeded expected warmup curve before shift start.
+42776,2024-05-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.398,False,Temperature variance narrowed after coolant nozzle cleaning.
+42777,2024-05-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.307,False,Humidity climbed during dock-door open period in afternoon shift.
+42778,2024-05-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.304,False,Pressure settled back to nominal after valve reseat.
+42779,2024-05-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.656,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42780,2024-05-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.553,False,Thermal ramp exceeded expected warmup curve before shift start.
+42781,2024-05-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Short-lived packet loss observed at edge gateway gw-02.
+42782,2024-05-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.279,False,Humidity excursion near finishing booth during coating run.
+42783,2024-05-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Temperature remained elevated during unscheduled overtime run.
+42784,2024-05-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.583,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42785,2024-05-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Night shift startup produced higher than normal vibration floor.
+42786,2024-05-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.454,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42787,2024-05-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42788,2024-05-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42789,2024-05-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Sensor battery health remains nominal after firmware update.
+42790,2024-05-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.261,False,Thermal ramp exceeded expected warmup curve before shift start.
+42791,2024-05-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Temporary gateway failover completed without data loss.
+42792,2024-05-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.473,False,SCADA backfill inserted two delayed telemetry points.
+42793,2024-05-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.958,False,Temperature variance narrowed after coolant nozzle cleaning.
+42794,2024-05-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.29,False,Night shift startup produced higher than normal vibration floor.
+42795,2024-05-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Condensation warning cleared after dehumidifier ramp-up.
+42796,2024-05-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.773,False,Air handler maintenance reduced humidity variance on finishing line.
+42797,2024-05-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Sensor signal clipping observed during startup surge.
+42798,2024-05-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.064,False,Vibration burst exceeds envelope during tool change cycle.
+42799,2024-05-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Night shift startup produced higher than normal vibration floor.
+42800,2024-05-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.723,False,Condensation warning cleared after dehumidifier ramp-up.
+42801,2024-05-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Temperature remained elevated during unscheduled overtime run.
+42802,2024-05-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.555,False,Vibration baseline recovered after tool holder replacement.
+42803,2024-05-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Pressure line purge completed before restart authorization.
+42804,2024-05-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.028,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42805,2024-05-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.827,False,Vibration baseline recovered after tool holder replacement.
+42806,2024-05-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.208,False,Maintenance note logged for coupling imbalance inspection.
+42807,2024-05-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.854,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42808,2024-05-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.747,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42809,2024-05-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Packaging line stop reduced adjacent vibration background.
+42810,2024-05-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.517,False,Temperature variance narrowed after coolant nozzle cleaning.
+42811,2024-05-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Calibration check overdue by 11 days for press-line transducer.
+42812,2024-05-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.26,False,Machine throughput increase drove sustained pressure uplift.
+42813,2024-05-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Condensation warning cleared after dehumidifier ramp-up.
+42814,2024-05-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.23,False,Bearing temperature rising faster than baseline on spindle cell.
+42815,2024-05-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Humidity readings track seasonal rise across late spring.
+42816,2024-05-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.094,False,Vibration baseline recovered after tool holder replacement.
+42817,2024-05-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Quality team requested trace review for lot 24-118B.
+42818,2024-05-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.274,False,Pressure settled back to nominal after valve reseat.
+42819,2024-05-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.831,False,Humidity baseline improved after seal replacement.
+42820,2024-05-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.959,False,Humidity readings track seasonal rise across late spring.
+42821,2024-05-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.442,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42822,2024-05-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.399,False,Calibration check overdue by 11 days for press-line transducer.
+42823,2024-05-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.16,False,Sensor enclosure opened for manual calibration verification.
+42824,2024-05-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.059,False,Dust extraction fan offline for 18 minutes on line finishing.
+42825,2024-05-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.529,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42826,2024-05-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.629,False,Sensor heartbeat delayed by one interval after gateway retry.
+42827,2024-05-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Humidity climbed during dock-door open period in afternoon shift.
+42828,2024-05-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.034,False,Humidity climbed during dock-door open period in afternoon shift.
+42829,2024-05-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Edge collector replayed buffered events after network recovery.
+42830,2024-05-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.587,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42831,2024-05-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Telemetry quality flag downgraded during sensor self-test window.
+42832,2024-05-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.111,False,Pressure line purge completed before restart authorization.
+42833,2024-05-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Maintenance crew confirmed lubrication interval was missed.
+42834,2024-05-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.005,False,Calibration check overdue by 11 days for press-line transducer.
+42835,2024-05-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Humidity excursion near finishing booth during coating run.
+42836,2024-05-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.717,False,Air handler maintenance reduced humidity variance on finishing line.
+42837,2024-05-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Maintenance scheduler deferred calibration due to spare shortage.
+42838,2024-05-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.828,False,Maintenance scheduler deferred calibration due to spare shortage.
+42839,2024-05-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.599,False,Packaging line stop reduced adjacent vibration background.
+42840,2024-05-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.513,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42841,2024-05-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.066,False,Edge collector replayed buffered events after network recovery.
+42842,2024-05-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.22,False,Humidity climbed during dock-door open period in afternoon shift.
+42843,2024-05-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.411,False,Machine idle period extended during planned sanitation window.
+42844,2024-05-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.245,False,Maintenance crew confirmed lubrication interval was missed.
+42845,2024-05-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Vibration harmonics broadened during extended production run.
+42846,2024-05-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.232,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42847,2024-05-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.344,False,Maintenance scheduler deferred calibration due to spare shortage.
+42848,2024-05-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.337,False,Press cycle dwell time lengthened during high-volume batch.
+42849,2024-05-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.729,False,Maintenance crew confirmed lubrication interval was missed.
+42850,2024-05-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.932,False,Pressure settled back to nominal after valve reseat.
+42851,2024-05-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.974,False,Bearing temperature rising faster than baseline on spindle cell.
+42852,2024-05-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.649,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42853,2024-05-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.247,False,Temperature variance narrowed after coolant nozzle cleaning.
+42854,2024-05-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.467,False,Shift handoff note referenced unusual noise near press enclosure.
+42855,2024-05-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.452,False,Vibration harmonics broadened during extended production run.
+42856,2024-05-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.687,False,Warning threshold updated for pilot predictive-maintenance model.
+42857,2024-05-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Vibration burst exceeds envelope during tool change cycle.
+42858,2024-05-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.822,False,Vibration burst exceeds envelope during tool change cycle.
+42859,2024-05-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.366,False,Maintenance note logged for coupling imbalance inspection.
+42860,2024-05-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.452,False,Condensation warning cleared after dehumidifier ramp-up.
+42861,2024-05-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Vibration baseline recovered after tool holder replacement.
+42862,2024-05-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.244,False,Anomaly review flagged possible bearing wear progression.
+42863,2024-05-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.271,False,Night shift startup produced higher than normal vibration floor.
+42864,2024-05-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.675,False,Pressure settled back to nominal after valve reseat.
+42865,2024-05-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.035,False,Maintenance crew confirmed lubrication interval was missed.
+42866,2024-05-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.636,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42867,2024-05-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.386,False,Unbalanced load introduced cyclical pressure ripple.
+42868,2024-05-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.308,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42869,2024-05-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Pressure line purge completed before restart authorization.
+42870,2024-05-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.938,False,Machine idle period extended during planned sanitation window.
+42871,2024-05-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Dust extraction fan offline for 18 minutes on line finishing.
+42872,2024-05-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.87,False,Vibration harmonics broadened during extended production run.
+42873,2024-05-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.68,False,Press cycle dwell time lengthened during high-volume batch.
+42874,2024-05-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.997,False,Sensor enclosure opened for manual calibration verification.
+42875,2024-05-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.638,False,Humidity climbed during dock-door open period in afternoon shift.
+42876,2024-05-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.673,False,Thermal overshoot event coincided with recipe change on furnace.
+42877,2024-05-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.931,False,Warning threshold updated for pilot predictive-maintenance model.
+42878,2024-05-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.849,False,Transient outlier matched forklift impact near cabinet wall.
+42879,2024-05-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.244,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42880,2024-05-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.363,False,Condensation warning cleared after dehumidifier ramp-up.
+42881,2024-05-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.911,False,Anomaly review flagged possible bearing wear progression.
+42882,2024-05-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.427,False,Pressure line purge completed before restart authorization.
+42883,2024-05-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Sensor signal clipping observed during startup surge.
+42884,2024-05-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.002,False,Sensor enclosure opened for manual calibration verification.
+42885,2024-05-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Shift handoff note referenced unusual noise near press enclosure.
+42886,2024-05-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.309,False,Quality team requested trace review for lot 24-118B.
+42887,2024-05-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.098,False,Sensor 3 drift suspected after cross-check with manual gauge.
+42888,2024-05-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.669,False,Press cycle dwell time lengthened during high-volume batch.
+42889,2024-05-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.757,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42890,2024-05-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.672,False,Humidity excursion near finishing booth during coating run.
+42891,2024-05-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.648,False,Unbalanced load introduced cyclical pressure ripple.
+42892,2024-05-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.719,False,Pressure peak corresponds to oversized billet batch processing.
+42893,2024-05-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.168,False,Machine throughput increase drove sustained pressure uplift.
+42894,2024-05-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.751,False,Humidity excursion near finishing booth during coating run.
+42895,2024-05-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.667,False,SCADA backfill inserted two delayed telemetry points.
+42896,2024-05-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.437,False,Machine idle period extended during planned sanitation window.
+42897,2024-05-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.646,False,Short-lived packet loss observed at edge gateway gw-02.
+42898,2024-05-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.197,False,Edge collector replayed buffered events after network recovery.
+42899,2024-05-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.069,False,Maintenance crew confirmed lubrication interval was missed.
+42900,2024-05-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.275,False,Humidity baseline improved after seal replacement.
+42901,2024-05-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Short-lived packet loss observed at edge gateway gw-02.
+42902,2024-05-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42903,2024-05-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Hydraulic line pressure oscillation detected under load.
+42904,2024-05-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.821,False,Maintenance crew confirmed lubrication interval was missed.
+42905,2024-05-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Coolant loop adjustment reduced chamber temperature spread.
+42906,2024-05-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.011,False,Sensor signal clipping observed during startup surge.
+42907,2024-05-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.946,False,Edge collector replayed buffered events after network recovery.
+42908,2024-05-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.051,False,Reliability engineer tagged sample window for model retraining.
+42909,2024-05-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Night shift startup produced higher than normal vibration floor.
+42910,2024-05-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.165,False,Sensor signal clipping observed during startup surge.
+42911,2024-05-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.533,False,Hydraulic line pressure oscillation detected under load.
+42912,2024-05-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.356,False,Maintenance crew confirmed lubrication interval was missed.
+42913,2024-05-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Machine throughput increase drove sustained pressure uplift.
+42914,2024-05-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.308,False,Sensor signal clipping observed during startup surge.
+42915,2024-05-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Edge collector replayed buffered events after network recovery.
+42916,2024-05-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.948,False,Quality team requested trace review for lot 24-118B.
+42917,2024-05-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Edge collector replayed buffered events after network recovery.
+42918,2024-05-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.711,False,Maintenance crew confirmed lubrication interval was missed.
+42919,2024-05-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Vibration baseline recovered after tool holder replacement.
+42920,2024-05-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.556,False,Warning threshold updated for pilot predictive-maintenance model.
+42921,2024-05-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Hydraulic line pressure oscillation detected under load.
+42922,2024-05-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.854,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42923,2024-05-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.061,False,Hydraulic line pressure oscillation detected under load.
+42924,2024-05-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.856,False,Unbalanced load introduced cyclical pressure ripple.
+42925,2024-05-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.825,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42926,2024-05-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.663,False,Maintenance crew confirmed lubrication interval was missed.
+42927,2024-05-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.864,False,Humidity baseline improved after seal replacement.
+42928,2024-05-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.11,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42929,2024-05-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.44,False,Sensor signal clipping observed during startup surge.
+42930,2024-05-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.813,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42931,2024-05-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Sensor enclosure opened for manual calibration verification.
+42932,2024-05-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.732,False,Temperature variance narrowed after coolant nozzle cleaning.
+42933,2024-05-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Pressure line purge completed before restart authorization.
+42934,2024-05-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.778,False,Temperature remained elevated during unscheduled overtime run.
+42935,2024-05-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.796,False,Warning threshold updated for pilot predictive-maintenance model.
+42936,2024-05-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.743,False,Machine throughput increase drove sustained pressure uplift.
+42937,2024-05-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Maintenance scheduler deferred calibration due to spare shortage.
+42938,2024-05-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.165,False,SCADA backfill inserted two delayed telemetry points.
+42939,2024-05-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.831,False,Quality hold reduced finishing booth activity for one shift.
+42940,2024-05-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.825,False,Ambient temperature stabilized after HVAC stage-two engagement.
+42941,2024-05-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.2,False,Coolant loop adjustment reduced chamber temperature spread.
+42942,2024-05-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.205,False,Dust extraction fan offline for 18 minutes on line finishing.
+42943,2024-05-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Dust extraction fan offline for 18 minutes on line finishing.
+42944,2024-05-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.344,False,Vibration harmonics broadened during extended production run.
+42945,2024-05-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Edge collector replayed buffered events after network recovery.
+42946,2024-05-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.564,False,Sensor signal clipping observed during startup surge.
+42947,2024-05-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Compressed air fluctuation introduced pressure noise for two cycles.
+42948,2024-05-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.262,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42949,2024-05-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,Machine idle period extended during planned sanitation window.
+42950,2024-05-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.225,False,Short-lived packet loss observed at edge gateway gw-02.
+42951,2024-05-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.537,False,Edge collector replayed buffered events after network recovery.
+42952,2024-05-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.314,False,Edge collector replayed buffered events after network recovery.
+42953,2024-05-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Vibration harmonics broadened during extended production run.
+42954,2024-05-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.942,False,Machine idle period extended during planned sanitation window.
+42955,2024-05-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.859,False,Bearing temperature rising faster than baseline on spindle cell.
+42956,2024-05-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.34,False,Warning threshold updated for pilot predictive-maintenance model.
+42957,2024-05-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.138,False,Reliability engineer tagged sample window for model retraining.
+42958,2024-05-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.017,False,Pressure line purge completed before restart authorization.
+42959,2024-05-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.104,False,Reliability engineer tagged sample window for model retraining.
+42960,2024-05-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.913,False,Night shift startup produced higher than normal vibration floor.
+42961,2024-05-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+42962,2024-05-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.031,False,Packaging line stop reduced adjacent vibration background.
+42963,2024-05-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Pressure peak corresponds to oversized billet batch processing.
+42964,2024-05-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.161,False,Anomaly review flagged possible bearing wear progression.
+42965,2024-05-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.501,False,Coolant loop adjustment reduced chamber temperature spread.
+42966,2024-05-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.207,False,Sensor enclosure opened for manual calibration verification.
+42967,2024-05-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Calibration check overdue by 11 days for press-line transducer.
+42968,2024-05-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.792,False,Anomaly review flagged possible bearing wear progression.
+42969,2024-05-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.598,False,Quality team requested trace review for lot 24-118B.
+42970,2024-05-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.848,False,Temperature remained elevated during unscheduled overtime run.
+42971,2024-05-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+42972,2024-05-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.086,False,Short-lived packet loss observed at edge gateway gw-02.
+42973,2024-05-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.865,False,Reliability engineer tagged sample window for model retraining.
+42974,2024-05-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.718,False,Humidity baseline improved after seal replacement.
+42975,2024-05-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Humidity readings track seasonal rise across late spring.
+42976,2024-05-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.688,False,Condensation warning cleared after dehumidifier ramp-up.
+42977,2024-05-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Maintenance note logged for coupling imbalance inspection.
+42978,2024-05-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.331,False,Vibration harmonics broadened during extended production run.
+42979,2024-05-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,Temporary gateway failover completed without data loss.
+42980,2024-05-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.065,False,Supervisory alert generated after three consecutive threshold breaches.
+42981,2024-05-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Operator reported intermittent chatter on machine CNC-04.
+42982,2024-05-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.762,False,Sensor enclosure opened for manual calibration verification.
+42983,2024-05-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.99,False,Vibration burst exceeds envelope during tool change cycle.
+42984,2024-05-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.811,False,Calibration check overdue by 11 days for press-line transducer.
+42985,2024-05-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Coolant loop adjustment reduced chamber temperature spread.
+42986,2024-05-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.469,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42987,2024-05-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.794,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+42988,2024-05-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.254,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42989,2024-05-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.409,False,Vibration burst exceeds envelope during tool change cycle.
+42990,2024-05-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.804,False,Reliability engineer tagged sample window for model retraining.
+42991,2024-05-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.533,False,Sensor battery health remains nominal after firmware update.
+42992,2024-05-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.176,False,Temperature variance narrowed after coolant nozzle cleaning.
+42993,2024-05-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Heat-treat furnace door cycling increased localized temperature spikes.
+42994,2024-05-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.636,False,Bearing temperature rising faster than baseline on spindle cell.
+42995,2024-05-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.967,False,Press cycle dwell time lengthened during high-volume batch.
+42996,2024-05-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.144,False,SCADA backfill inserted two delayed telemetry points.
+42997,2024-05-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.178,False,Packaging line stop reduced adjacent vibration background.
+42998,2024-05-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.561,False,Machine idle period extended during planned sanitation window.
+42999,2024-05-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Machine throughput increase drove sustained pressure uplift.
+43000,2024-05-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.89,False,Operator reset acknowledged after red-tag inspection.
+43001,2024-05-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.629,False,Vibration harmonics broadened during extended production run.
+43002,2024-05-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.539,False,Humidity readings track seasonal rise across late spring.
+43003,2024-05-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.246,False,Dust extraction fan offline for 18 minutes on line finishing.
+43004,2024-05-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.935,False,Hydraulic line pressure oscillation detected under load.
+43005,2024-05-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43006,2024-05-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.47,False,Hydraulic line pressure oscillation detected under load.
+43007,2024-05-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.794,False,Maintenance note logged for coupling imbalance inspection.
+43008,2024-05-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.645,False,Temperature variance narrowed after coolant nozzle cleaning.
+43009,2024-05-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.101,False,Telemetry quality flag downgraded during sensor self-test window.
+43010,2024-05-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.589,False,Bearing temperature rising faster than baseline on spindle cell.
+43011,2024-05-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.063,False,Humidity readings track seasonal rise across late spring.
+43012,2024-05-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.24,False,Night shift startup produced higher than normal vibration floor.
+43013,2024-05-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Vibration harmonics broadened during extended production run.
+43014,2024-05-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.954,False,Machine throughput increase drove sustained pressure uplift.
+43015,2024-05-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.508,False,Pressure settled back to nominal after valve reseat.
+43016,2024-05-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.592,False,Humidity climbed during dock-door open period in afternoon shift.
+43017,2024-05-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.25,False,Quality hold reduced finishing booth activity for one shift.
+43018,2024-05-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.591,False,Maintenance note logged for coupling imbalance inspection.
+43019,2024-05-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.697,False,Maintenance note logged for coupling imbalance inspection.
+43020,2024-05-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.116,False,Telemetry quality flag downgraded during sensor self-test window.
+43021,2024-05-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Pressure settled back to nominal after valve reseat.
+43022,2024-05-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.77,False,Pressure line purge completed before restart authorization.
+43023,2024-05-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.173,False,Vibration burst exceeds envelope during tool change cycle.
+43024,2024-05-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.212,False,Supervisory alert generated after three consecutive threshold breaches.
+43025,2024-05-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.49,False,Coolant loop adjustment reduced chamber temperature spread.
+43026,2024-05-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.42,False,Maintenance scheduler deferred calibration due to spare shortage.
+43027,2024-05-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Humidity climbed during dock-door open period in afternoon shift.
+43028,2024-05-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.103,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43029,2024-05-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.787,False,Maintenance scheduler deferred calibration due to spare shortage.
+43030,2024-05-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.782,False,Quality team requested trace review for lot 24-118B.
+43031,2024-05-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.54,False,Sensor enclosure opened for manual calibration verification.
+43032,2024-05-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.951,False,Vibration harmonics broadened during extended production run.
+43033,2024-05-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.053,False,Temperature remained elevated during unscheduled overtime run.
+43034,2024-05-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.536,False,Press cycle dwell time lengthened during high-volume batch.
+43035,2024-05-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.521,False,Sensor battery health remains nominal after firmware update.
+43036,2024-05-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43037,2024-05-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.167,False,Humidity climbed during dock-door open period in afternoon shift.
+43038,2024-05-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.802,False,Short-lived packet loss observed at edge gateway gw-02.
+43039,2024-05-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.752,False,Sensor enclosure opened for manual calibration verification.
+43040,2024-05-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.511,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43041,2024-05-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.448,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43042,2024-05-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.098,False,Condensation warning cleared after dehumidifier ramp-up.
+43043,2024-05-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.371,False,Short-lived packet loss observed at edge gateway gw-02.
+43044,2024-05-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.134,False,Humidity excursion near finishing booth during coating run.
+43045,2024-05-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.088,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43046,2024-05-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.063,False,Sensor signal clipping observed during startup surge.
+43047,2024-05-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.386,False,Vibration baseline recovered after tool holder replacement.
+43048,2024-05-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Condensation warning cleared after dehumidifier ramp-up.
+43049,2024-05-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Bearing temperature rising faster than baseline on spindle cell.
+43050,2024-05-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.614,False,Supervisory alert generated after three consecutive threshold breaches.
+43051,2024-05-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Hydraulic line pressure oscillation detected under load.
+43052,2024-05-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.868,False,Unbalanced load introduced cyclical pressure ripple.
+43053,2024-05-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,Machine throughput increase drove sustained pressure uplift.
+43054,2024-05-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.596,False,Vibration harmonics broadened during extended production run.
+43055,2024-05-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.793,False,Vibration baseline recovered after tool holder replacement.
+43056,2024-05-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.798,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43057,2024-05-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.354,False,Packaging line stop reduced adjacent vibration background.
+43058,2024-05-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.94,False,Humidity baseline improved after seal replacement.
+43059,2024-05-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.548,False,Calibration check overdue by 11 days for press-line transducer.
+43060,2024-05-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.231,False,Humidity excursion near finishing booth during coating run.
+43061,2024-05-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Vibration baseline recovered after tool holder replacement.
+43062,2024-05-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.347,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43063,2024-05-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.028,False,Maintenance note logged for coupling imbalance inspection.
+43064,2024-05-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.472,False,Maintenance crew confirmed lubrication interval was missed.
+43065,2024-05-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Short-lived packet loss observed at edge gateway gw-02.
+43066,2024-05-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.61,False,Sensor battery health remains nominal after firmware update.
+43067,2024-05-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.662,False,Thermal overshoot event coincided with recipe change on furnace.
+43068,2024-05-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.372,False,Warning threshold updated for pilot predictive-maintenance model.
+43069,2024-05-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Operator reset acknowledged after red-tag inspection.
+43070,2024-05-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.538,False,Supervisory alert generated after three consecutive threshold breaches.
+43071,2024-05-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Edge collector replayed buffered events after network recovery.
+43072,2024-05-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.576,False,Supervisory alert generated after three consecutive threshold breaches.
+43073,2024-05-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.216,False,Bearing temperature rising faster than baseline on spindle cell.
+43074,2024-05-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.137,False,Sensor battery health remains nominal after firmware update.
+43075,2024-05-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.417,False,Humidity baseline improved after seal replacement.
+43076,2024-05-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.587,False,Humidity excursion near finishing booth during coating run.
+43077,2024-05-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.995,False,Machine throughput increase drove sustained pressure uplift.
+43078,2024-05-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.753,False,Anomaly review flagged possible bearing wear progression.
+43079,2024-05-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.606,False,Machine idle period extended during planned sanitation window.
+43080,2024-05-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.614,False,Air handler maintenance reduced humidity variance on finishing line.
+43081,2024-05-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Pressure settled back to nominal after valve reseat.
+43082,2024-05-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.812,False,Condensation warning cleared after dehumidifier ramp-up.
+43083,2024-05-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.982,False,Condensation warning cleared after dehumidifier ramp-up.
+43084,2024-05-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.774,False,Short-lived packet loss observed at edge gateway gw-02.
+43085,2024-05-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Telemetry quality flag downgraded during sensor self-test window.
+43086,2024-05-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43087,2024-05-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.634,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43088,2024-05-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.557,False,Sensor enclosure opened for manual calibration verification.
+43089,2024-05-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,Thermal ramp exceeded expected warmup curve before shift start.
+43090,2024-05-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.819,False,Sensor battery health remains nominal after firmware update.
+43091,2024-05-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.488,False,Night shift startup produced higher than normal vibration floor.
+43092,2024-05-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.21,False,Reliability engineer tagged sample window for model retraining.
+43093,2024-05-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.135,False,Thermal ramp exceeded expected warmup curve before shift start.
+43094,2024-05-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.937,False,Night shift startup produced higher than normal vibration floor.
+43095,2024-05-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Vibration harmonics broadened during extended production run.
+43096,2024-05-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.433,False,Quality team requested trace review for lot 24-118B.
+43097,2024-05-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.439,False,Thermal ramp exceeded expected warmup curve before shift start.
+43098,2024-05-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.681,False,Packaging line stop reduced adjacent vibration background.
+43099,2024-05-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.001,False,Quality team requested trace review for lot 24-118B.
+43100,2024-05-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.411,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43101,2024-05-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.47,False,Humidity excursion near finishing booth during coating run.
+43102,2024-05-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.469,False,Warning threshold updated for pilot predictive-maintenance model.
+43103,2024-05-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Pressure peak corresponds to oversized billet batch processing.
+43104,2024-05-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.695,False,Transient outlier matched forklift impact near cabinet wall.
+43105,2024-05-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.119,False,Maintenance crew confirmed lubrication interval was missed.
+43106,2024-05-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.259,False,Unbalanced load introduced cyclical pressure ripple.
+43107,2024-05-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.367,False,Unbalanced load introduced cyclical pressure ripple.
+43108,2024-05-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.162,False,Operator reset acknowledged after red-tag inspection.
+43109,2024-05-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.395,False,Temperature variance narrowed after coolant nozzle cleaning.
+43110,2024-05-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.379,False,Operator reported intermittent chatter on machine CNC-04.
+43111,2024-05-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.673,False,Temporary gateway failover completed without data loss.
+43112,2024-05-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.347,False,Operator reported intermittent chatter on machine CNC-04.
+43113,2024-05-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.789,False,Temperature variance narrowed after coolant nozzle cleaning.
+43114,2024-05-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.763,False,Quality hold reduced finishing booth activity for one shift.
+43115,2024-05-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.509,False,Transient outlier matched forklift impact near cabinet wall.
+43116,2024-05-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.141,False,Humidity baseline improved after seal replacement.
+43117,2024-05-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.89,False,Bearing temperature rising faster than baseline on spindle cell.
+43118,2024-05-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Vibration harmonics broadened during extended production run.
+43119,2024-05-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Supervisory alert generated after three consecutive threshold breaches.
+43120,2024-05-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.716,False,Thermal ramp exceeded expected warmup curve before shift start.
+43121,2024-05-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Quality hold reduced finishing booth activity for one shift.
+43122,2024-05-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.685,False,Vibration baseline recovered after tool holder replacement.
+43123,2024-05-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Sensor battery health remains nominal after firmware update.
+43124,2024-05-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.939,False,Thermal ramp exceeded expected warmup curve before shift start.
+43125,2024-05-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Bearing temperature rising faster than baseline on spindle cell.
+43126,2024-05-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.886,False,Thermal ramp exceeded expected warmup curve before shift start.
+43127,2024-05-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.373,False,Dust extraction fan offline for 18 minutes on line finishing.
+43128,2024-05-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.012,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43129,2024-05-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43130,2024-05-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.484,False,Shift handoff note referenced unusual noise near press enclosure.
+43131,2024-05-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.673,False,Vibration baseline recovered after tool holder replacement.
+43132,2024-05-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.057,False,Coolant loop adjustment reduced chamber temperature spread.
+43133,2024-05-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.772,False,Hydraulic line pressure oscillation detected under load.
+43134,2024-05-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.154,False,Pressure settled back to nominal after valve reseat.
+43135,2024-05-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Maintenance crew confirmed lubrication interval was missed.
+43136,2024-05-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.705,False,Calibration check overdue by 11 days for press-line transducer.
+43137,2024-05-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Calibration check overdue by 11 days for press-line transducer.
+43138,2024-05-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.098,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43139,2024-05-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Maintenance scheduler deferred calibration due to spare shortage.
+43140,2024-05-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.87,False,SCADA backfill inserted two delayed telemetry points.
+43141,2024-05-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.75,False,Operator reset acknowledged after red-tag inspection.
+43142,2024-05-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.139,False,Sensor enclosure opened for manual calibration verification.
+43143,2024-05-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Machine throughput increase drove sustained pressure uplift.
+43144,2024-05-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.666,False,Unbalanced load introduced cyclical pressure ripple.
+43145,2024-05-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.32,False,Press cycle dwell time lengthened during high-volume batch.
+43146,2024-05-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.837,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43147,2024-05-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.641,False,Vibration burst exceeds envelope during tool change cycle.
+43148,2024-05-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.451,False,Temperature remained elevated during unscheduled overtime run.
+43149,2024-05-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.69,False,Unbalanced load introduced cyclical pressure ripple.
+43150,2024-05-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.456,False,Anomaly review flagged possible bearing wear progression.
+43151,2024-05-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.313,False,Calibration check overdue by 11 days for press-line transducer.
+43152,2024-05-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.32,False,Pressure peak corresponds to oversized billet batch processing.
+43153,2024-05-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.242,False,Thermal overshoot event coincided with recipe change on furnace.
+43154,2024-05-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.821,False,Humidity readings track seasonal rise across late spring.
+43155,2024-05-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Maintenance note logged for coupling imbalance inspection.
+43156,2024-05-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.259,False,Temperature remained elevated during unscheduled overtime run.
+43157,2024-05-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.458,False,Sensor signal clipping observed during startup surge.
+43158,2024-05-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.135,False,Machine throughput increase drove sustained pressure uplift.
+43159,2024-05-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Maintenance crew confirmed lubrication interval was missed.
+43160,2024-05-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.071,False,Press cycle dwell time lengthened during high-volume batch.
+43161,2024-05-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.221,False,Vibration harmonics broadened during extended production run.
+43162,2024-05-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.906,False,Maintenance scheduler deferred calibration due to spare shortage.
+43163,2024-05-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Hydraulic line pressure oscillation detected under load.
+43164,2024-05-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.174,False,Pressure settled back to nominal after valve reseat.
+43165,2024-05-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Pressure line purge completed before restart authorization.
+43166,2024-05-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.845,False,Maintenance note logged for coupling imbalance inspection.
+43167,2024-05-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.176,False,Sensor battery health remains nominal after firmware update.
+43168,2024-05-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.669,False,Maintenance note logged for coupling imbalance inspection.
+43169,2024-05-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Shift handoff note referenced unusual noise near press enclosure.
+43170,2024-05-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.869,False,Sensor heartbeat delayed by one interval after gateway retry.
+43171,2024-05-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.758,False,Temperature variance narrowed after coolant nozzle cleaning.
+43172,2024-05-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.706,False,Sensor enclosure opened for manual calibration verification.
+43173,2024-05-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Vibration burst exceeds envelope during tool change cycle.
+43174,2024-05-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.565,False,Quality hold reduced finishing booth activity for one shift.
+43175,2024-05-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Humidity readings track seasonal rise across late spring.
+43176,2024-05-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.114,False,Humidity readings track seasonal rise across late spring.
+43177,2024-05-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.95,False,Operator reported intermittent chatter on machine CNC-04.
+43178,2024-05-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.767,False,Shift handoff note referenced unusual noise near press enclosure.
+43179,2024-05-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.009,False,Shift handoff note referenced unusual noise near press enclosure.
+43180,2024-05-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.726,False,Temperature remained elevated during unscheduled overtime run.
+43181,2024-05-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.649,False,Thermal overshoot event coincided with recipe change on furnace.
+43182,2024-05-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.722,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43183,2024-05-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.772,False,Condensation warning cleared after dehumidifier ramp-up.
+43184,2024-05-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.463,False,Dust extraction fan offline for 18 minutes on line finishing.
+43185,2024-05-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Maintenance scheduler deferred calibration due to spare shortage.
+43186,2024-05-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.577,False,Short-lived packet loss observed at edge gateway gw-02.
+43187,2024-05-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43188,2024-05-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.412,False,Warning threshold updated for pilot predictive-maintenance model.
+43189,2024-05-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.332,False,Shift handoff note referenced unusual noise near press enclosure.
+43190,2024-05-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.402,False,Telemetry quality flag downgraded during sensor self-test window.
+43191,2024-05-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Machine idle period extended during planned sanitation window.
+43192,2024-05-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.83,False,Pressure line purge completed before restart authorization.
+43193,2024-05-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Shift handoff note referenced unusual noise near press enclosure.
+43194,2024-05-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43195,2024-05-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.707,False,Vibration baseline recovered after tool holder replacement.
+43196,2024-05-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.961,False,Maintenance scheduler deferred calibration due to spare shortage.
+43197,2024-05-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.096,False,Sensor battery health remains nominal after firmware update.
+43198,2024-05-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.637,False,Anomaly review flagged possible bearing wear progression.
+43199,2024-05-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.838,False,Vibration harmonics broadened during extended production run.
+43200,2024-05-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.077,False,Maintenance note logged for coupling imbalance inspection.
+43201,2024-05-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Temporary gateway failover completed without data loss.
+43202,2024-05-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.434,False,Vibration baseline recovered after tool holder replacement.
+43203,2024-05-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Temperature variance narrowed after coolant nozzle cleaning.
+43204,2024-05-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.533,False,Quality team requested trace review for lot 24-118B.
+43205,2024-05-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43206,2024-05-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.739,False,Shift handoff note referenced unusual noise near press enclosure.
+43207,2024-05-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.952,False,Warning threshold updated for pilot predictive-maintenance model.
+43208,2024-05-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.446,False,Bearing temperature rising faster than baseline on spindle cell.
+43209,2024-05-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Bearing temperature rising faster than baseline on spindle cell.
+43210,2024-05-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.862,False,Hydraulic line pressure oscillation detected under load.
+43211,2024-05-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Sensor signal clipping observed during startup surge.
+43212,2024-05-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.356,False,Calibration check overdue by 11 days for press-line transducer.
+43213,2024-05-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.695,False,SCADA backfill inserted two delayed telemetry points.
+43214,2024-05-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.868,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43215,2024-05-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Pressure line purge completed before restart authorization.
+43216,2024-05-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.274,False,Dust extraction fan offline for 18 minutes on line finishing.
+43217,2024-05-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.47,False,Reliability engineer tagged sample window for model retraining.
+43218,2024-05-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.616,False,Short-lived packet loss observed at edge gateway gw-02.
+43219,2024-05-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.772,False,Quality team requested trace review for lot 24-118B.
+43220,2024-05-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43221,2024-05-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.663,False,Sensor battery health remains nominal after firmware update.
+43222,2024-05-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.762,False,Maintenance note logged for coupling imbalance inspection.
+43223,2024-05-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Thermal overshoot event coincided with recipe change on furnace.
+43224,2024-05-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.085,False,Edge collector replayed buffered events after network recovery.
+43225,2024-05-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Condensation warning cleared after dehumidifier ramp-up.
+43226,2024-05-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.737,False,Temperature variance narrowed after coolant nozzle cleaning.
+43227,2024-05-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.275,False,Quality team requested trace review for lot 24-118B.
+43228,2024-05-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.014,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43229,2024-05-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Coolant loop adjustment reduced chamber temperature spread.
+43230,2024-05-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.041,False,Maintenance crew confirmed lubrication interval was missed.
+43231,2024-05-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.55,False,Machine throughput increase drove sustained pressure uplift.
+43232,2024-05-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.875,False,Night shift startup produced higher than normal vibration floor.
+43233,2024-05-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43234,2024-05-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.537,False,Shift handoff note referenced unusual noise near press enclosure.
+43235,2024-05-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.908,False,Pressure line purge completed before restart authorization.
+43236,2024-05-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.323,False,Sensor enclosure opened for manual calibration verification.
+43237,2024-05-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.152,False,Sensor heartbeat delayed by one interval after gateway retry.
+43238,2024-05-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.164,False,Unbalanced load introduced cyclical pressure ripple.
+43239,2024-05-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.548,False,Operator reported intermittent chatter on machine CNC-04.
+43240,2024-05-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.017,False,Dust extraction fan offline for 18 minutes on line finishing.
+43241,2024-05-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Maintenance crew confirmed lubrication interval was missed.
+43242,2024-05-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.112,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43243,2024-05-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.058,False,Operator reported intermittent chatter on machine CNC-04.
+43244,2024-05-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.087,False,Hydraulic line pressure oscillation detected under load.
+43245,2024-05-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Operator reported intermittent chatter on machine CNC-04.
+43246,2024-05-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.086,False,Vibration baseline recovered after tool holder replacement.
+43247,2024-05-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.94,False,Vibration baseline recovered after tool holder replacement.
+43248,2024-05-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.397,False,Humidity excursion near finishing booth during coating run.
+43249,2024-05-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.549,False,Shift handoff note referenced unusual noise near press enclosure.
+43250,2024-05-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.92,False,Dust extraction fan offline for 18 minutes on line finishing.
+43251,2024-05-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.557,False,Short-lived packet loss observed at edge gateway gw-02.
+43252,2024-05-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.575,False,Air handler maintenance reduced humidity variance on finishing line.
+43253,2024-05-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.033,False,Coolant loop adjustment reduced chamber temperature spread.
+43254,2024-05-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.963,False,Unbalanced load introduced cyclical pressure ripple.
+43255,2024-05-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Condensation warning cleared after dehumidifier ramp-up.
+43256,2024-05-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.884,False,Condensation warning cleared after dehumidifier ramp-up.
+43257,2024-05-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.048,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43258,2024-05-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.55,False,Vibration burst exceeds envelope during tool change cycle.
+43259,2024-05-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.486,False,SCADA backfill inserted two delayed telemetry points.
+43260,2024-05-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.971,False,Operator reset acknowledged after red-tag inspection.
+43261,2024-05-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.882,False,Vibration burst exceeds envelope during tool change cycle.
+43262,2024-05-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.903,False,Anomaly review flagged possible bearing wear progression.
+43263,2024-05-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,SCADA backfill inserted two delayed telemetry points.
+43264,2024-05-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.258,False,Warning threshold updated for pilot predictive-maintenance model.
+43265,2024-05-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.547,False,Short-lived packet loss observed at edge gateway gw-02.
+43266,2024-05-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.97,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43267,2024-05-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.67,False,Operator reported intermittent chatter on machine CNC-04.
+43268,2024-05-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.703,False,Warning threshold updated for pilot predictive-maintenance model.
+43269,2024-05-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Humidity climbed during dock-door open period in afternoon shift.
+43270,2024-05-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.889,False,Vibration harmonics broadened during extended production run.
+43271,2024-05-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43272,2024-05-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.749,False,Maintenance scheduler deferred calibration due to spare shortage.
+43273,2024-05-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.066,False,Edge collector replayed buffered events after network recovery.
+43274,2024-05-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.461,False,Vibration harmonics broadened during extended production run.
+43275,2024-05-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Transient outlier matched forklift impact near cabinet wall.
+43276,2024-05-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.192,False,Maintenance crew confirmed lubrication interval was missed.
+43277,2024-05-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43278,2024-05-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.294,False,Sensor heartbeat delayed by one interval after gateway retry.
+43279,2024-05-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.26,False,Vibration harmonics broadened during extended production run.
+43280,2024-05-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.164,False,Vibration baseline recovered after tool holder replacement.
+43281,2024-05-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Quality team requested trace review for lot 24-118B.
+43282,2024-05-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.565,False,Thermal overshoot event coincided with recipe change on furnace.
+43283,2024-05-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Maintenance scheduler deferred calibration due to spare shortage.
+43284,2024-05-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.442,False,Temperature remained elevated during unscheduled overtime run.
+43285,2024-05-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.689,False,Press cycle dwell time lengthened during high-volume batch.
+43286,2024-05-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.334,False,Edge collector replayed buffered events after network recovery.
+43287,2024-05-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.563,False,Vibration burst exceeds envelope during tool change cycle.
+43288,2024-05-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.03,False,Warning threshold updated for pilot predictive-maintenance model.
+43289,2024-05-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.353,False,Quality team requested trace review for lot 24-118B.
+43290,2024-05-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Air handler maintenance reduced humidity variance on finishing line.
+43291,2024-05-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Transient outlier matched forklift impact near cabinet wall.
+43292,2024-05-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.881,False,Packaging line stop reduced adjacent vibration background.
+43293,2024-05-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Quality team requested trace review for lot 24-118B.
+43294,2024-05-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.999,False,Press cycle dwell time lengthened during high-volume batch.
+43295,2024-05-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.316,False,Calibration check overdue by 11 days for press-line transducer.
+43296,2024-05-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.944,False,Maintenance crew confirmed lubrication interval was missed.
+43297,2024-05-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Vibration burst exceeds envelope during tool change cycle.
+43298,2024-05-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.281,False,Dust extraction fan offline for 18 minutes on line finishing.
+43299,2024-05-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,SCADA backfill inserted two delayed telemetry points.
+43300,2024-05-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.707,False,Pressure line purge completed before restart authorization.
+43301,2024-05-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Pressure peak corresponds to oversized billet batch processing.
+43302,2024-05-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.972,False,Telemetry quality flag downgraded during sensor self-test window.
+43303,2024-05-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Thermal ramp exceeded expected warmup curve before shift start.
+43304,2024-05-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.626,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43305,2024-05-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Bearing temperature rising faster than baseline on spindle cell.
+43306,2024-05-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.004,False,Calibration check overdue by 11 days for press-line transducer.
+43307,2024-05-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.677,False,Press cycle dwell time lengthened during high-volume batch.
+43308,2024-05-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.056,False,Bearing temperature rising faster than baseline on spindle cell.
+43309,2024-05-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.617,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43310,2024-05-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.102,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43311,2024-05-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,SCADA backfill inserted two delayed telemetry points.
+43312,2024-05-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.129,False,Quality hold reduced finishing booth activity for one shift.
+43313,2024-05-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43314,2024-05-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.956,False,Calibration check overdue by 11 days for press-line transducer.
+43315,2024-05-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.958,False,Packaging line stop reduced adjacent vibration background.
+43316,2024-05-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43317,2024-05-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Air handler maintenance reduced humidity variance on finishing line.
+43318,2024-05-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.323,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43319,2024-05-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43320,2024-05-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.854,False,Operator reset acknowledged after red-tag inspection.
+43321,2024-05-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43322,2024-05-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.7,False,Pressure line purge completed before restart authorization.
+43323,2024-05-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.657,False,Thermal ramp exceeded expected warmup curve before shift start.
+43324,2024-05-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.946,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43325,2024-05-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.308,False,Calibration check overdue by 11 days for press-line transducer.
+43326,2024-05-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.756,False,Humidity baseline improved after seal replacement.
+43327,2024-05-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.892,False,Pressure line purge completed before restart authorization.
+43328,2024-05-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.179,False,Thermal ramp exceeded expected warmup curve before shift start.
+43329,2024-05-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Transient outlier matched forklift impact near cabinet wall.
+43330,2024-05-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.442,False,Night shift startup produced higher than normal vibration floor.
+43331,2024-05-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.672,False,Press cycle dwell time lengthened during high-volume batch.
+43332,2024-05-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.849,False,Vibration burst exceeds envelope during tool change cycle.
+43333,2024-05-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.351,False,Operator reported intermittent chatter on machine CNC-04.
+43334,2024-05-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.791,False,Temperature variance narrowed after coolant nozzle cleaning.
+43335,2024-05-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Maintenance scheduler deferred calibration due to spare shortage.
+43336,2024-05-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.058,False,Pressure line purge completed before restart authorization.
+43337,2024-05-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Bearing temperature rising faster than baseline on spindle cell.
+43338,2024-05-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.565,False,Shift handoff note referenced unusual noise near press enclosure.
+43339,2024-05-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43340,2024-05-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.681,False,Bearing temperature rising faster than baseline on spindle cell.
+43341,2024-05-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Bearing temperature rising faster than baseline on spindle cell.
+43342,2024-05-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.756,False,Pressure peak corresponds to oversized billet batch processing.
+43343,2024-05-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.183,False,Sensor signal clipping observed during startup surge.
+43344,2024-05-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,24.915,False,Telemetry quality flag downgraded during sensor self-test window.
+43345,2024-05-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.132,False,Pressure line purge completed before restart authorization.
+43346,2024-05-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Maintenance crew confirmed lubrication interval was missed.
+43347,2024-05-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.672,False,Dust extraction fan offline for 18 minutes on line finishing.
+43348,2024-05-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.647,False,Thermal overshoot event coincided with recipe change on furnace.
+43349,2024-05-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Packaging line stop reduced adjacent vibration background.
+43350,2024-05-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.637,False,Edge collector replayed buffered events after network recovery.
+43351,2024-05-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.809,False,Unbalanced load introduced cyclical pressure ripple.
+43352,2024-05-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.694,False,Coolant loop adjustment reduced chamber temperature spread.
+43353,2024-05-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.467,False,Operator reset acknowledged after red-tag inspection.
+43354,2024-05-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.118,False,Coolant loop adjustment reduced chamber temperature spread.
+43355,2024-05-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.737,False,Short-lived packet loss observed at edge gateway gw-02.
+43356,2024-05-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.515,False,Humidity baseline improved after seal replacement.
+43357,2024-05-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Sensor battery health remains nominal after firmware update.
+43358,2024-05-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.919,False,Anomaly review flagged possible bearing wear progression.
+43359,2024-05-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Thermal overshoot event coincided with recipe change on furnace.
+43360,2024-05-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.81,False,Pressure peak corresponds to oversized billet batch processing.
+43361,2024-05-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.128,False,Thermal overshoot event coincided with recipe change on furnace.
+43362,2024-05-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.68,False,Sensor heartbeat delayed by one interval after gateway retry.
+43363,2024-05-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Anomaly review flagged possible bearing wear progression.
+43364,2024-05-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.705,False,Pressure line purge completed before restart authorization.
+43365,2024-05-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43366,2024-05-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.559,False,Machine throughput increase drove sustained pressure uplift.
+43367,2024-05-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.508,False,Humidity climbed during dock-door open period in afternoon shift.
+43368,2024-05-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.058,False,Vibration burst exceeds envelope during tool change cycle.
+43369,2024-05-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.393,False,Maintenance crew confirmed lubrication interval was missed.
+43370,2024-05-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.907,False,Temperature remained elevated during unscheduled overtime run.
+43371,2024-05-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.212,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43372,2024-05-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.873,False,Press cycle dwell time lengthened during high-volume batch.
+43373,2024-05-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.177,False,Hydraulic line pressure oscillation detected under load.
+43374,2024-05-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.163,False,Humidity readings track seasonal rise across late spring.
+43375,2024-05-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.791,False,Condensation warning cleared after dehumidifier ramp-up.
+43376,2024-05-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.363,False,Temperature variance narrowed after coolant nozzle cleaning.
+43377,2024-05-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.895,False,Machine idle period extended during planned sanitation window.
+43378,2024-05-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.013,False,Short-lived packet loss observed at edge gateway gw-02.
+43379,2024-05-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Maintenance scheduler deferred calibration due to spare shortage.
+43380,2024-05-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.976,False,Machine idle period extended during planned sanitation window.
+43381,2024-05-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43382,2024-05-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43383,2024-05-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.757,False,SCADA backfill inserted two delayed telemetry points.
+43384,2024-05-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.765,False,Edge collector replayed buffered events after network recovery.
+43385,2024-05-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43386,2024-05-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.669,False,Transient outlier matched forklift impact near cabinet wall.
+43387,2024-05-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.844,False,Temperature remained elevated during unscheduled overtime run.
+43388,2024-05-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.177,False,Humidity climbed during dock-door open period in afternoon shift.
+43389,2024-05-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.991,False,Press cycle dwell time lengthened during high-volume batch.
+43390,2024-05-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.655,False,Sensor signal clipping observed during startup surge.
+43391,2024-05-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Thermal overshoot event coincided with recipe change on furnace.
+43392,2024-05-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.606,False,Vibration baseline recovered after tool holder replacement.
+43393,2024-05-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Humidity climbed during dock-door open period in afternoon shift.
+43394,2024-05-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.738,False,Unbalanced load introduced cyclical pressure ripple.
+43395,2024-05-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Temperature remained elevated during unscheduled overtime run.
+43396,2024-05-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.126,False,Thermal overshoot event coincided with recipe change on furnace.
+43397,2024-05-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.761,False,Warning threshold updated for pilot predictive-maintenance model.
+43398,2024-05-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.474,False,Humidity readings track seasonal rise across late spring.
+43399,2024-05-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.905,False,Operator reset acknowledged after red-tag inspection.
+43400,2024-05-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.567,False,Sensor heartbeat delayed by one interval after gateway retry.
+43401,2024-05-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43402,2024-05-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.187,False,Telemetry quality flag downgraded during sensor self-test window.
+43403,2024-05-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.417,False,Pressure settled back to nominal after valve reseat.
+43404,2024-05-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.031,False,Quality team requested trace review for lot 24-118B.
+43405,2024-05-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Machine idle period extended during planned sanitation window.
+43406,2024-05-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.589,False,Humidity excursion near finishing booth during coating run.
+43407,2024-05-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.516,False,Anomaly review flagged possible bearing wear progression.
+43408,2024-05-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.559,False,Quality hold reduced finishing booth activity for one shift.
+43409,2024-05-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,SCADA backfill inserted two delayed telemetry points.
+43410,2024-05-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.836,False,Thermal overshoot event coincided with recipe change on furnace.
+43411,2024-05-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Sensor heartbeat delayed by one interval after gateway retry.
+43412,2024-05-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.843,False,Pressure line purge completed before restart authorization.
+43413,2024-05-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.93,False,Thermal ramp exceeded expected warmup curve before shift start.
+43414,2024-05-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.733,False,Air handler maintenance reduced humidity variance on finishing line.
+43415,2024-05-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.835,False,Quality team requested trace review for lot 24-118B.
+43416,2024-05-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.198,False,Humidity climbed during dock-door open period in afternoon shift.
+43417,2024-05-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.263,False,Dust extraction fan offline for 18 minutes on line finishing.
+43418,2024-05-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.614,False,Humidity readings track seasonal rise across late spring.
+43419,2024-05-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Transient outlier matched forklift impact near cabinet wall.
+43420,2024-05-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.291,False,Bearing temperature rising faster than baseline on spindle cell.
+43421,2024-05-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.795,False,Machine throughput increase drove sustained pressure uplift.
+43422,2024-05-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.224,False,Night shift startup produced higher than normal vibration floor.
+43423,2024-05-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.383,False,Pressure peak corresponds to oversized billet batch processing.
+43424,2024-05-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.799,False,Maintenance scheduler deferred calibration due to spare shortage.
+43425,2024-05-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.443,False,Humidity baseline improved after seal replacement.
+43426,2024-05-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.504,False,Pressure settled back to nominal after valve reseat.
+43427,2024-05-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Press cycle dwell time lengthened during high-volume batch.
+43428,2024-05-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.558,False,Sensor enclosure opened for manual calibration verification.
+43429,2024-05-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Short-lived packet loss observed at edge gateway gw-02.
+43430,2024-05-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.014,False,Sensor heartbeat delayed by one interval after gateway retry.
+43431,2024-05-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.857,False,Vibration baseline recovered after tool holder replacement.
+43432,2024-05-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.85,False,Thermal ramp exceeded expected warmup curve before shift start.
+43433,2024-05-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Quality team requested trace review for lot 24-118B.
+43434,2024-05-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.952,False,Temperature remained elevated during unscheduled overtime run.
+43435,2024-05-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.597,False,Coolant loop adjustment reduced chamber temperature spread.
+43436,2024-05-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.83,False,Humidity baseline improved after seal replacement.
+43437,2024-05-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.372,False,Dust extraction fan offline for 18 minutes on line finishing.
+43438,2024-05-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.59,False,Pressure line purge completed before restart authorization.
+43439,2024-05-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43440,2024-05-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.187,False,Packaging line stop reduced adjacent vibration background.
+43441,2024-05-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Sensor signal clipping observed during startup surge.
+43442,2024-05-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.36,False,Operator reset acknowledged after red-tag inspection.
+43443,2024-05-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Shift handoff note referenced unusual noise near press enclosure.
+43444,2024-05-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.561,False,Packaging line stop reduced adjacent vibration background.
+43445,2024-05-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Bearing temperature rising faster than baseline on spindle cell.
+43446,2024-05-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.717,False,Sensor heartbeat delayed by one interval after gateway retry.
+43447,2024-05-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.991,False,Pressure peak corresponds to oversized billet batch processing.
+43448,2024-05-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.013,False,Packaging line stop reduced adjacent vibration background.
+43449,2024-05-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.647,False,Pressure line purge completed before restart authorization.
+43450,2024-05-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.863,False,Quality hold reduced finishing booth activity for one shift.
+43451,2024-05-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.352,False,Humidity readings track seasonal rise across late spring.
+43452,2024-05-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.166,False,Quality hold reduced finishing booth activity for one shift.
+43453,2024-05-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Operator reset acknowledged after red-tag inspection.
+43454,2024-05-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.81,False,Machine idle period extended during planned sanitation window.
+43455,2024-05-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.158,False,Coolant loop adjustment reduced chamber temperature spread.
+43456,2024-05-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.835,False,SCADA backfill inserted two delayed telemetry points.
+43457,2024-05-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Dust extraction fan offline for 18 minutes on line finishing.
+43458,2024-05-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.719,False,Machine idle period extended during planned sanitation window.
+43459,2024-05-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Sensor heartbeat delayed by one interval after gateway retry.
+43460,2024-05-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.8,False,Calibration check overdue by 11 days for press-line transducer.
+43461,2024-05-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Calibration check overdue by 11 days for press-line transducer.
+43462,2024-05-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.675,False,Vibration burst exceeds envelope during tool change cycle.
+43463,2024-05-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Sensor signal clipping observed during startup surge.
+43464,2024-05-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.972,False,Humidity climbed during dock-door open period in afternoon shift.
+43465,2024-05-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.567,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43466,2024-05-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.458,False,Vibration burst exceeds envelope during tool change cycle.
+43467,2024-05-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Reliability engineer tagged sample window for model retraining.
+43468,2024-05-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.297,False,Bearing temperature rising faster than baseline on spindle cell.
+43469,2024-05-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.718,False,Pressure settled back to nominal after valve reseat.
+43470,2024-05-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.348,False,Quality team requested trace review for lot 24-118B.
+43471,2024-05-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Humidity climbed during dock-door open period in afternoon shift.
+43472,2024-05-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.107,False,Maintenance scheduler deferred calibration due to spare shortage.
+43473,2024-05-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.197,False,Humidity baseline improved after seal replacement.
+43474,2024-05-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43475,2024-05-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.958,False,Quality hold reduced finishing booth activity for one shift.
+43476,2024-05-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.083,False,Temperature remained elevated during unscheduled overtime run.
+43477,2024-05-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Bearing temperature rising faster than baseline on spindle cell.
+43478,2024-05-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.746,False,Calibration check overdue by 11 days for press-line transducer.
+43479,2024-05-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Transient outlier matched forklift impact near cabinet wall.
+43480,2024-05-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Humidity climbed during dock-door open period in afternoon shift.
+43481,2024-05-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.153,False,Warning threshold updated for pilot predictive-maintenance model.
+43482,2024-05-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.53,False,Dust extraction fan offline for 18 minutes on line finishing.
+43483,2024-05-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Humidity readings track seasonal rise across late spring.
+43484,2024-05-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.085,False,Operator reported intermittent chatter on machine CNC-04.
+43485,2024-05-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Bearing temperature rising faster than baseline on spindle cell.
+43486,2024-05-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.15,False,Operator reported intermittent chatter on machine CNC-04.
+43487,2024-05-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.14,False,Press cycle dwell time lengthened during high-volume batch.
+43488,2024-05-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.671,False,Sensor signal clipping observed during startup surge.
+43489,2024-05-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.193,False,Anomaly review flagged possible bearing wear progression.
+43490,2024-05-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.537,False,Short-lived packet loss observed at edge gateway gw-02.
+43491,2024-05-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.862,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43492,2024-05-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.313,False,Temporary gateway failover completed without data loss.
+43493,2024-05-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Reliability engineer tagged sample window for model retraining.
+43494,2024-05-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.699,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43495,2024-05-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Sensor battery health remains nominal after firmware update.
+43496,2024-05-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.443,False,Temperature variance narrowed after coolant nozzle cleaning.
+43497,2024-05-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Sensor signal clipping observed during startup surge.
+43498,2024-05-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.786,False,Calibration check overdue by 11 days for press-line transducer.
+43499,2024-05-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.137,False,Operator reported intermittent chatter on machine CNC-04.
+43500,2024-05-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.135,False,Sensor enclosure opened for manual calibration verification.
+43501,2024-05-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Thermal ramp exceeded expected warmup curve before shift start.
+43502,2024-05-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.586,False,Edge collector replayed buffered events after network recovery.
+43503,2024-05-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Humidity readings track seasonal rise across late spring.
+43504,2024-05-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.944,False,Pressure peak corresponds to oversized billet batch processing.
+43505,2024-05-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Packaging line stop reduced adjacent vibration background.
+43506,2024-05-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.468,False,Packaging line stop reduced adjacent vibration background.
+43507,2024-05-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Calibration check overdue by 11 days for press-line transducer.
+43508,2024-05-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.64,False,Reliability engineer tagged sample window for model retraining.
+43509,2024-05-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43510,2024-05-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.658,False,Vibration harmonics broadened during extended production run.
+43511,2024-05-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Anomaly review flagged possible bearing wear progression.
+43512,2024-05-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.554,False,Anomaly review flagged possible bearing wear progression.
+43513,2024-05-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Shift handoff note referenced unusual noise near press enclosure.
+43514,2024-05-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.94,False,Condensation warning cleared after dehumidifier ramp-up.
+43515,2024-05-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Condensation warning cleared after dehumidifier ramp-up.
+43516,2024-05-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.944,False,Anomaly review flagged possible bearing wear progression.
+43517,2024-05-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,Short-lived packet loss observed at edge gateway gw-02.
+43518,2024-05-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,51.589,False,Machine throughput increase drove sustained pressure uplift.
+43519,2024-05-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.967,False,Warning threshold updated for pilot predictive-maintenance model.
+43520,2024-05-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.358,False,Pressure peak corresponds to oversized billet batch processing.
+43521,2024-05-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.677,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43522,2024-05-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.066,False,Edge collector replayed buffered events after network recovery.
+43523,2024-05-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.664,False,Telemetry quality flag downgraded during sensor self-test window.
+43524,2024-05-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.507,False,Maintenance crew confirmed lubrication interval was missed.
+43525,2024-05-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.7,False,Transient outlier matched forklift impact near cabinet wall.
+43526,2024-05-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.969,False,Quality hold reduced finishing booth activity for one shift.
+43527,2024-05-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Humidity readings track seasonal rise across late spring.
+43528,2024-05-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43529,2024-05-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.328,False,Transient outlier matched forklift impact near cabinet wall.
+43530,2024-05-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.904,False,Machine idle period extended during planned sanitation window.
+43531,2024-05-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.933,False,Telemetry quality flag downgraded during sensor self-test window.
+43532,2024-05-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.163,False,Maintenance scheduler deferred calibration due to spare shortage.
+43533,2024-05-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43534,2024-05-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.187,False,Hydraulic line pressure oscillation detected under load.
+43535,2024-05-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.987,False,Vibration burst exceeds envelope during tool change cycle.
+43536,2024-05-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.888,False,Vibration burst exceeds envelope during tool change cycle.
+43537,2024-05-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.857,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43538,2024-05-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.135,False,Shift handoff note referenced unusual noise near press enclosure.
+43539,2024-05-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.247,False,Pressure settled back to nominal after valve reseat.
+43540,2024-05-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.492,False,Hydraulic line pressure oscillation detected under load.
+43541,2024-05-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43542,2024-05-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.016,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43543,2024-05-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.404,False,Reliability engineer tagged sample window for model retraining.
+43544,2024-05-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.588,False,Humidity climbed during dock-door open period in afternoon shift.
+43545,2024-05-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.724,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43546,2024-05-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.303,False,Maintenance crew confirmed lubrication interval was missed.
+43547,2024-05-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.401,False,Packaging line stop reduced adjacent vibration background.
+43548,2024-05-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.622,False,Sensor battery health remains nominal after firmware update.
+43549,2024-05-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.884,False,Condensation warning cleared after dehumidifier ramp-up.
+43550,2024-05-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.841,False,Sensor heartbeat delayed by one interval after gateway retry.
+43551,2024-05-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.28,False,Vibration burst exceeds envelope during tool change cycle.
+43552,2024-05-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.403,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43553,2024-05-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.435,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43554,2024-05-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.688,False,Transient outlier matched forklift impact near cabinet wall.
+43555,2024-05-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.425,False,Operator reported intermittent chatter on machine CNC-04.
+43556,2024-05-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.019,False,Humidity readings track seasonal rise across late spring.
+43557,2024-05-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor battery health remains nominal after firmware update.
+43558,2024-05-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.076,False,Pressure line purge completed before restart authorization.
+43559,2024-05-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Humidity climbed during dock-door open period in afternoon shift.
+43560,2024-05-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.333,False,Vibration baseline recovered after tool holder replacement.
+43561,2024-05-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.088,False,Bearing temperature rising faster than baseline on spindle cell.
+43562,2024-05-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.863,False,Sensor heartbeat delayed by one interval after gateway retry.
+43563,2024-05-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43564,2024-05-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.562,False,Temperature remained elevated during unscheduled overtime run.
+43565,2024-05-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Sensor heartbeat delayed by one interval after gateway retry.
+43566,2024-05-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.64,False,Sensor battery health remains nominal after firmware update.
+43567,2024-05-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43568,2024-05-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.334,False,Quality team requested trace review for lot 24-118B.
+43569,2024-05-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Maintenance note logged for coupling imbalance inspection.
+43570,2024-05-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.632,False,Bearing temperature rising faster than baseline on spindle cell.
+43571,2024-05-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Bearing temperature rising faster than baseline on spindle cell.
+43572,2024-05-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.324,False,Unbalanced load introduced cyclical pressure ripple.
+43573,2024-05-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Air handler maintenance reduced humidity variance on finishing line.
+43574,2024-05-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.064,False,Bearing temperature rising faster than baseline on spindle cell.
+43575,2024-05-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Supervisory alert generated after three consecutive threshold breaches.
+43576,2024-05-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.139,False,Condensation warning cleared after dehumidifier ramp-up.
+43577,2024-05-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.745,False,Supervisory alert generated after three consecutive threshold breaches.
+43578,2024-05-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.296,False,Edge collector replayed buffered events after network recovery.
+43579,2024-05-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.014,False,Vibration burst exceeds envelope during tool change cycle.
+43580,2024-05-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.635,False,Calibration check overdue by 11 days for press-line transducer.
+43581,2024-05-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.019,False,Temporary gateway failover completed without data loss.
+43582,2024-05-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.505,False,Pressure line purge completed before restart authorization.
+43583,2024-05-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.58,False,SCADA backfill inserted two delayed telemetry points.
+43584,2024-05-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.89,False,Packaging line stop reduced adjacent vibration background.
+43585,2024-05-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.214,False,Vibration burst exceeds envelope during tool change cycle.
+43586,2024-05-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.643,False,Vibration burst exceeds envelope during tool change cycle.
+43587,2024-05-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.63,False,Pressure peak corresponds to oversized billet batch processing.
+43588,2024-05-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.842,False,Humidity climbed during dock-door open period in afternoon shift.
+43589,2024-05-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.565,False,Sensor enclosure opened for manual calibration verification.
+43590,2024-05-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.795,False,Quality team requested trace review for lot 24-118B.
+43591,2024-05-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.735,False,Sensor signal clipping observed during startup surge.
+43592,2024-05-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.897,False,Reliability engineer tagged sample window for model retraining.
+43593,2024-05-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Press cycle dwell time lengthened during high-volume batch.
+43594,2024-05-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.007,False,Vibration burst exceeds envelope during tool change cycle.
+43595,2024-05-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.501,False,Telemetry quality flag downgraded during sensor self-test window.
+43596,2024-05-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.682,False,Sensor enclosure opened for manual calibration verification.
+43597,2024-05-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43598,2024-05-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.552,False,Operator reset acknowledged after red-tag inspection.
+43599,2024-05-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Coolant loop adjustment reduced chamber temperature spread.
+43600,2024-05-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.403,False,Vibration harmonics broadened during extended production run.
+43601,2024-05-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Dust extraction fan offline for 18 minutes on line finishing.
+43602,2024-05-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.101,False,Sensor signal clipping observed during startup surge.
+43603,2024-05-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43604,2024-05-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.025,False,Edge collector replayed buffered events after network recovery.
+43605,2024-05-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Humidity readings track seasonal rise across late spring.
+43606,2024-05-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Telemetry quality flag downgraded during sensor self-test window.
+43607,2024-05-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.198,False,Humidity climbed during dock-door open period in afternoon shift.
+43608,2024-05-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.086,False,Night shift startup produced higher than normal vibration floor.
+43609,2024-05-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.77,False,Maintenance note logged for coupling imbalance inspection.
+43610,2024-05-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.085,False,Short-lived packet loss observed at edge gateway gw-02.
+43611,2024-05-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.038,False,Operator reset acknowledged after red-tag inspection.
+43612,2024-05-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.419,False,Coolant loop adjustment reduced chamber temperature spread.
+43613,2024-05-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.727,False,Coolant loop adjustment reduced chamber temperature spread.
+43614,2024-05-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.499,False,Telemetry quality flag downgraded during sensor self-test window.
+43615,2024-05-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Hydraulic line pressure oscillation detected under load.
+43616,2024-05-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.809,False,Calibration check overdue by 11 days for press-line transducer.
+43617,2024-05-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.956,False,Maintenance scheduler deferred calibration due to spare shortage.
+43618,2024-05-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.841,False,Sensor signal clipping observed during startup surge.
+43619,2024-05-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,Reliability engineer tagged sample window for model retraining.
+43620,2024-05-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.06,False,Hydraulic line pressure oscillation detected under load.
+43621,2024-05-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.228,False,Night shift startup produced higher than normal vibration floor.
+43622,2024-05-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43623,2024-05-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.574,False,Pressure line purge completed before restart authorization.
+43624,2024-05-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.807,False,Packaging line stop reduced adjacent vibration background.
+43625,2024-05-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.455,False,Pressure settled back to nominal after valve reseat.
+43626,2024-05-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.485,False,Humidity readings track seasonal rise across late spring.
+43627,2024-05-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.904,False,Pressure settled back to nominal after valve reseat.
+43628,2024-05-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.57,False,Edge collector replayed buffered events after network recovery.
+43629,2024-05-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Temporary gateway failover completed without data loss.
+43630,2024-05-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.615,False,Quality team requested trace review for lot 24-118B.
+43631,2024-05-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.34,False,Temporary gateway failover completed without data loss.
+43632,2024-05-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.783,False,SCADA backfill inserted two delayed telemetry points.
+43633,2024-05-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Reliability engineer tagged sample window for model retraining.
+43634,2024-05-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.296,False,Maintenance scheduler deferred calibration due to spare shortage.
+43635,2024-05-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.344,False,Humidity readings track seasonal rise across late spring.
+43636,2024-05-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.602,False,Calibration check overdue by 11 days for press-line transducer.
+43637,2024-05-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.626,False,Reliability engineer tagged sample window for model retraining.
+43638,2024-05-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.88,False,Machine throughput increase drove sustained pressure uplift.
+43639,2024-05-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.965,False,Transient outlier matched forklift impact near cabinet wall.
+43640,2024-05-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.957,False,Hydraulic line pressure oscillation detected under load.
+43641,2024-05-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.408,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43642,2024-05-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43643,2024-05-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.401,False,Telemetry quality flag downgraded during sensor self-test window.
+43644,2024-05-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.103,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43645,2024-05-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Operator reported intermittent chatter on machine CNC-04.
+43646,2024-05-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.247,False,Sensor signal clipping observed during startup surge.
+43647,2024-05-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Thermal overshoot event coincided with recipe change on furnace.
+43648,2024-05-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,24.798,False,Humidity baseline improved after seal replacement.
+43649,2024-05-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.243,False,Machine idle period extended during planned sanitation window.
+43650,2024-05-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.369,False,Calibration check overdue by 11 days for press-line transducer.
+43651,2024-05-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.299,False,Pressure peak corresponds to oversized billet batch processing.
+43652,2024-05-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.668,False,Anomaly review flagged possible bearing wear progression.
+43653,2024-05-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.596,False,Humidity climbed during dock-door open period in afternoon shift.
+43654,2024-05-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.995,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43655,2024-05-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.04,False,Telemetry quality flag downgraded during sensor self-test window.
+43656,2024-05-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.425,False,Air handler maintenance reduced humidity variance on finishing line.
+43657,2024-05-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.055,False,Operator reported intermittent chatter on machine CNC-04.
+43658,2024-05-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.756,False,Sensor heartbeat delayed by one interval after gateway retry.
+43659,2024-05-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.029,False,Supervisory alert generated after three consecutive threshold breaches.
+43660,2024-05-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.278,False,Temperature remained elevated during unscheduled overtime run.
+43661,2024-05-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Humidity readings track seasonal rise across late spring.
+43662,2024-05-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.981,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43663,2024-05-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.453,False,Reliability engineer tagged sample window for model retraining.
+43664,2024-05-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.891,False,Vibration baseline recovered after tool holder replacement.
+43665,2024-05-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,Press cycle dwell time lengthened during high-volume batch.
+43666,2024-05-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.048,False,Reliability engineer tagged sample window for model retraining.
+43667,2024-05-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.584,False,Warning threshold updated for pilot predictive-maintenance model.
+43668,2024-05-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.947,False,Edge collector replayed buffered events after network recovery.
+43669,2024-05-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43670,2024-05-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.864,False,Transient outlier matched forklift impact near cabinet wall.
+43671,2024-05-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.588,False,Air handler maintenance reduced humidity variance on finishing line.
+43672,2024-05-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.189,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43673,2024-05-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.715,False,Temperature remained elevated during unscheduled overtime run.
+43674,2024-05-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.361,False,Temperature remained elevated during unscheduled overtime run.
+43675,2024-05-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.379,False,Packaging line stop reduced adjacent vibration background.
+43676,2024-05-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.548,False,Press cycle dwell time lengthened during high-volume batch.
+43677,2024-05-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.385,False,Sensor enclosure opened for manual calibration verification.
+43678,2024-05-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.849,False,Humidity excursion near finishing booth during coating run.
+43679,2024-05-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Unbalanced load introduced cyclical pressure ripple.
+43680,2024-05-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.655,False,Operator reset acknowledged after red-tag inspection.
+43681,2024-05-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Humidity readings track seasonal rise across late spring.
+43682,2024-05-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.886,False,Night shift startup produced higher than normal vibration floor.
+43683,2024-05-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Machine idle period extended during planned sanitation window.
+43684,2024-05-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.464,False,Sensor enclosure opened for manual calibration verification.
+43685,2024-05-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Shift handoff note referenced unusual noise near press enclosure.
+43686,2024-05-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.61,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43687,2024-05-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.789,False,Quality hold reduced finishing booth activity for one shift.
+43688,2024-05-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.982,False,Transient outlier matched forklift impact near cabinet wall.
+43689,2024-05-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Humidity baseline improved after seal replacement.
+43690,2024-05-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.528,False,Coolant loop adjustment reduced chamber temperature spread.
+43691,2024-05-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.561,False,SCADA backfill inserted two delayed telemetry points.
+43692,2024-05-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.503,False,Condensation warning cleared after dehumidifier ramp-up.
+43693,2024-05-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Pressure peak corresponds to oversized billet batch processing.
+43694,2024-05-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.431,False,Calibration check overdue by 11 days for press-line transducer.
+43695,2024-05-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.189,False,Pressure line purge completed before restart authorization.
+43696,2024-05-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.685,False,Edge collector replayed buffered events after network recovery.
+43697,2024-05-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Dust extraction fan offline for 18 minutes on line finishing.
+43698,2024-05-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.836,False,Humidity excursion near finishing booth during coating run.
+43699,2024-05-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Temperature remained elevated during unscheduled overtime run.
+43700,2024-05-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.399,False,Shift handoff note referenced unusual noise near press enclosure.
+43701,2024-05-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Humidity readings track seasonal rise across late spring.
+43702,2024-05-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.03,False,Thermal ramp exceeded expected warmup curve before shift start.
+43703,2024-05-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.047,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43704,2024-05-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.492,False,Coolant loop adjustment reduced chamber temperature spread.
+43705,2024-05-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.518,False,Calibration check overdue by 11 days for press-line transducer.
+43706,2024-05-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.376,False,Quality team requested trace review for lot 24-118B.
+43707,2024-05-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.524,False,Edge collector replayed buffered events after network recovery.
+43708,2024-05-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.225,False,Pressure line purge completed before restart authorization.
+43709,2024-05-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.148,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43710,2024-05-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.002,False,Calibration check overdue by 11 days for press-line transducer.
+43711,2024-05-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Temperature variance narrowed after coolant nozzle cleaning.
+43712,2024-05-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.88,False,Reliability engineer tagged sample window for model retraining.
+43713,2024-05-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.995,False,Sensor battery health remains nominal after firmware update.
+43714,2024-05-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.027,False,Thermal overshoot event coincided with recipe change on furnace.
+43715,2024-05-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.394,False,Humidity excursion near finishing booth during coating run.
+43716,2024-05-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.881,False,Humidity climbed during dock-door open period in afternoon shift.
+43717,2024-05-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.978,False,Press cycle dwell time lengthened during high-volume batch.
+43718,2024-05-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.809,False,Humidity climbed during dock-door open period in afternoon shift.
+43719,2024-05-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Condensation warning cleared after dehumidifier ramp-up.
+43720,2024-05-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.375,False,Bearing temperature rising faster than baseline on spindle cell.
+43721,2024-05-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.604,False,Dust extraction fan offline for 18 minutes on line finishing.
+43722,2024-05-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.905,False,Temperature remained elevated during unscheduled overtime run.
+43723,2024-05-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.04,False,SCADA backfill inserted two delayed telemetry points.
+43724,2024-05-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.798,False,Coolant loop adjustment reduced chamber temperature spread.
+43725,2024-05-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Unbalanced load introduced cyclical pressure ripple.
+43726,2024-05-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.339,False,Pressure peak corresponds to oversized billet batch processing.
+43727,2024-05-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43728,2024-05-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.202,False,Shift handoff note referenced unusual noise near press enclosure.
+43729,2024-05-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Temporary gateway failover completed without data loss.
+43730,2024-05-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.242,False,Maintenance scheduler deferred calibration due to spare shortage.
+43731,2024-05-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.002,False,Coolant loop adjustment reduced chamber temperature spread.
+43732,2024-05-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.697,False,Sensor signal clipping observed during startup surge.
+43733,2024-05-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Packaging line stop reduced adjacent vibration background.
+43734,2024-05-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.039,False,Thermal ramp exceeded expected warmup curve before shift start.
+43735,2024-05-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.012,False,Maintenance crew confirmed lubrication interval was missed.
+43736,2024-05-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.018,False,Press cycle dwell time lengthened during high-volume batch.
+43737,2024-05-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.73,False,Quality hold reduced finishing booth activity for one shift.
+43738,2024-05-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.064,False,Thermal overshoot event coincided with recipe change on furnace.
+43739,2024-05-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Quality hold reduced finishing booth activity for one shift.
+43740,2024-05-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.392,False,Warning threshold updated for pilot predictive-maintenance model.
+43741,2024-05-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.605,False,Supervisory alert generated after three consecutive threshold breaches.
+43742,2024-05-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.225,False,Calibration check overdue by 11 days for press-line transducer.
+43743,2024-05-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.115,False,Pressure line purge completed before restart authorization.
+43744,2024-05-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.885,False,Edge collector replayed buffered events after network recovery.
+43745,2024-05-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.811,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43746,2024-05-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.686,False,Humidity climbed during dock-door open period in afternoon shift.
+43747,2024-05-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Maintenance note logged for coupling imbalance inspection.
+43748,2024-05-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.426,False,Humidity excursion near finishing booth during coating run.
+43749,2024-05-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.521,False,Humidity baseline improved after seal replacement.
+43750,2024-05-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.47,False,Vibration burst exceeds envelope during tool change cycle.
+43751,2024-05-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.546,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43752,2024-05-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.163,False,Machine throughput increase drove sustained pressure uplift.
+43753,2024-05-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Sensor heartbeat delayed by one interval after gateway retry.
+43754,2024-05-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.463,False,Packaging line stop reduced adjacent vibration background.
+43755,2024-05-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Vibration baseline recovered after tool holder replacement.
+43756,2024-05-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.261,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43757,2024-05-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Shift handoff note referenced unusual noise near press enclosure.
+43758,2024-05-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.12,False,Anomaly review flagged possible bearing wear progression.
+43759,2024-05-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.465,False,Maintenance crew confirmed lubrication interval was missed.
+43760,2024-05-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.5,False,Humidity readings track seasonal rise across late spring.
+43761,2024-05-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Vibration harmonics broadened during extended production run.
+43762,2024-05-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.887,False,Temperature variance narrowed after coolant nozzle cleaning.
+43763,2024-05-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.553,False,Vibration burst exceeds envelope during tool change cycle.
+43764,2024-05-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.758,False,Sensor enclosure opened for manual calibration verification.
+43765,2024-05-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.044,False,Pressure settled back to nominal after valve reseat.
+43766,2024-05-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.429,False,Humidity readings track seasonal rise across late spring.
+43767,2024-05-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.602,False,Short-lived packet loss observed at edge gateway gw-02.
+43768,2024-05-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.217,False,Maintenance crew confirmed lubrication interval was missed.
+43769,2024-05-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity climbed during dock-door open period in afternoon shift.
+43770,2024-05-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.681,False,Operator reset acknowledged after red-tag inspection.
+43771,2024-05-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.248,False,Thermal overshoot event coincided with recipe change on furnace.
+43772,2024-05-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.83,False,Shift handoff note referenced unusual noise near press enclosure.
+43773,2024-05-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.145,False,Anomaly review flagged possible bearing wear progression.
+43774,2024-05-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.036,False,Humidity excursion near finishing booth during coating run.
+43775,2024-05-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.701,False,Quality hold reduced finishing booth activity for one shift.
+43776,2024-05-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.425,False,Temporary gateway failover completed without data loss.
+43777,2024-06-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Edge collector replayed buffered events after network recovery.
+43778,2024-06-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.561,False,Condensation warning cleared after dehumidifier ramp-up.
+43779,2024-06-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.146,False,Maintenance note logged for coupling imbalance inspection.
+43780,2024-06-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.477,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43781,2024-06-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.985,False,Vibration harmonics broadened during extended production run.
+43782,2024-06-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.196,False,Quality hold reduced finishing booth activity for one shift.
+43783,2024-06-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.744,False,Hydraulic line pressure oscillation detected under load.
+43784,2024-06-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.045,False,Edge collector replayed buffered events after network recovery.
+43785,2024-06-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.975,False,Vibration baseline recovered after tool holder replacement.
+43786,2024-06-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.017,False,Quality hold reduced finishing booth activity for one shift.
+43787,2024-06-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Machine idle period extended during planned sanitation window.
+43788,2024-06-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.713,False,Pressure line purge completed before restart authorization.
+43789,2024-06-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.361,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43790,2024-06-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.393,False,Maintenance note logged for coupling imbalance inspection.
+43791,2024-06-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.434,False,Maintenance crew confirmed lubrication interval was missed.
+43792,2024-06-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.24,False,Vibration harmonics broadened during extended production run.
+43793,2024-06-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Press cycle dwell time lengthened during high-volume batch.
+43794,2024-06-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43795,2024-06-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.385,False,Maintenance crew confirmed lubrication interval was missed.
+43796,2024-06-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.242,False,Temperature remained elevated during unscheduled overtime run.
+43797,2024-06-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.063,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43798,2024-06-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.317,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43799,2024-06-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,SCADA backfill inserted two delayed telemetry points.
+43800,2024-06-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.056,False,Maintenance crew confirmed lubrication interval was missed.
+43801,2024-06-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.378,False,Short-lived packet loss observed at edge gateway gw-02.
+43802,2024-06-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.779,False,Anomaly review flagged possible bearing wear progression.
+43803,2024-06-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.253,False,Sensor enclosure opened for manual calibration verification.
+43804,2024-06-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.454,False,Edge collector replayed buffered events after network recovery.
+43805,2024-06-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Maintenance scheduler deferred calibration due to spare shortage.
+43806,2024-06-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.347,False,Coolant loop adjustment reduced chamber temperature spread.
+43807,2024-06-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Sensor heartbeat delayed by one interval after gateway retry.
+43808,2024-06-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.411,False,Condensation warning cleared after dehumidifier ramp-up.
+43809,2024-06-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Calibration check overdue by 11 days for press-line transducer.
+43810,2024-06-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.142,False,Vibration harmonics broadened during extended production run.
+43811,2024-06-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.478,False,Pressure line purge completed before restart authorization.
+43812,2024-06-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.268,False,Maintenance crew confirmed lubrication interval was missed.
+43813,2024-06-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.087,False,Shift handoff note referenced unusual noise near press enclosure.
+43814,2024-06-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.779,False,Sensor battery health remains nominal after firmware update.
+43815,2024-06-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Sensor battery health remains nominal after firmware update.
+43816,2024-06-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.734,False,Temperature variance narrowed after coolant nozzle cleaning.
+43817,2024-06-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.952,False,Hydraulic line pressure oscillation detected under load.
+43818,2024-06-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.441,False,Shift handoff note referenced unusual noise near press enclosure.
+43819,2024-06-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Thermal overshoot event coincided with recipe change on furnace.
+43820,2024-06-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.56,False,Maintenance note logged for coupling imbalance inspection.
+43821,2024-06-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Quality team requested trace review for lot 24-118B.
+43822,2024-06-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.262,False,Vibration baseline recovered after tool holder replacement.
+43823,2024-06-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Maintenance note logged for coupling imbalance inspection.
+43824,2024-06-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.856,False,Supervisory alert generated after three consecutive threshold breaches.
+43825,2024-06-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.202,False,Machine idle period extended during planned sanitation window.
+43826,2024-06-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.797,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43827,2024-06-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43828,2024-06-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.173,False,Maintenance note logged for coupling imbalance inspection.
+43829,2024-06-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Bearing temperature rising faster than baseline on spindle cell.
+43830,2024-06-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.782,False,Sensor heartbeat delayed by one interval after gateway retry.
+43831,2024-06-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Thermal ramp exceeded expected warmup curve before shift start.
+43832,2024-06-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.497,False,Operator reset acknowledged after red-tag inspection.
+43833,2024-06-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.984,False,Humidity baseline improved after seal replacement.
+43834,2024-06-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.893,False,Shift handoff note referenced unusual noise near press enclosure.
+43835,2024-06-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.355,False,Edge collector replayed buffered events after network recovery.
+43836,2024-06-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.484,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43837,2024-06-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43838,2024-06-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.723,False,Bearing temperature rising faster than baseline on spindle cell.
+43839,2024-06-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.043,False,Pressure settled back to nominal after valve reseat.
+43840,2024-06-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.733,False,Quality hold reduced finishing booth activity for one shift.
+43841,2024-06-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.008,False,Quality team requested trace review for lot 24-118B.
+43842,2024-06-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.976,False,Humidity baseline improved after seal replacement.
+43843,2024-06-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.36,False,SCADA backfill inserted two delayed telemetry points.
+43844,2024-06-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.34,False,Temperature remained elevated during unscheduled overtime run.
+43845,2024-06-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Maintenance scheduler deferred calibration due to spare shortage.
+43846,2024-06-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.598,False,Maintenance crew confirmed lubrication interval was missed.
+43847,2024-06-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.327,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43848,2024-06-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.608,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43849,2024-06-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.438,False,Temporary gateway failover completed without data loss.
+43850,2024-06-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.462,False,Humidity readings track seasonal rise across late spring.
+43851,2024-06-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Reliability engineer tagged sample window for model retraining.
+43852,2024-06-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.64,False,Pressure line purge completed before restart authorization.
+43853,2024-06-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.668,False,Press cycle dwell time lengthened during high-volume batch.
+43854,2024-06-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.25,False,Vibration burst exceeds envelope during tool change cycle.
+43855,2024-06-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Night shift startup produced higher than normal vibration floor.
+43856,2024-06-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.946,False,Vibration baseline recovered after tool holder replacement.
+43857,2024-06-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.103,False,Temperature variance narrowed after coolant nozzle cleaning.
+43858,2024-06-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.825,False,Maintenance note logged for coupling imbalance inspection.
+43859,2024-06-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.423,False,Pressure settled back to nominal after valve reseat.
+43860,2024-06-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.696,False,Coolant loop adjustment reduced chamber temperature spread.
+43861,2024-06-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43862,2024-06-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.145,False,Vibration baseline recovered after tool holder replacement.
+43863,2024-06-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.282,False,Night shift startup produced higher than normal vibration floor.
+43864,2024-06-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.057,False,Coolant loop adjustment reduced chamber temperature spread.
+43865,2024-06-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.505,False,Maintenance note logged for coupling imbalance inspection.
+43866,2024-06-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.074,False,Dust extraction fan offline for 18 minutes on line finishing.
+43867,2024-06-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.604,False,Thermal overshoot event coincided with recipe change on furnace.
+43868,2024-06-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.313,False,Coolant loop adjustment reduced chamber temperature spread.
+43869,2024-06-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.957,False,Pressure settled back to nominal after valve reseat.
+43870,2024-06-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.273,False,Machine throughput increase drove sustained pressure uplift.
+43871,2024-06-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Short-lived packet loss observed at edge gateway gw-02.
+43872,2024-06-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.366,False,Transient outlier matched forklift impact near cabinet wall.
+43873,2024-06-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43874,2024-06-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.794,False,Press cycle dwell time lengthened during high-volume batch.
+43875,2024-06-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.928,False,Hydraulic line pressure oscillation detected under load.
+43876,2024-06-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.311,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43877,2024-06-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.911,False,Air handler maintenance reduced humidity variance on finishing line.
+43878,2024-06-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.863,False,Warning threshold updated for pilot predictive-maintenance model.
+43879,2024-06-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.246,False,Coolant loop adjustment reduced chamber temperature spread.
+43880,2024-06-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.932,False,Thermal ramp exceeded expected warmup curve before shift start.
+43881,2024-06-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43882,2024-06-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.272,False,Operator reset acknowledged after red-tag inspection.
+43883,2024-06-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Transient outlier matched forklift impact near cabinet wall.
+43884,2024-06-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.312,False,Humidity excursion near finishing booth during coating run.
+43885,2024-06-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.273,False,Shift handoff note referenced unusual noise near press enclosure.
+43886,2024-06-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.649,False,Shift handoff note referenced unusual noise near press enclosure.
+43887,2024-06-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.956,False,Maintenance note logged for coupling imbalance inspection.
+43888,2024-06-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.864,False,Vibration burst exceeds envelope during tool change cycle.
+43889,2024-06-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.135,False,Thermal ramp exceeded expected warmup curve before shift start.
+43890,2024-06-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.1,False,Humidity baseline improved after seal replacement.
+43891,2024-06-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Maintenance scheduler deferred calibration due to spare shortage.
+43892,2024-06-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.083,False,Sensor signal clipping observed during startup surge.
+43893,2024-06-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Edge collector replayed buffered events after network recovery.
+43894,2024-06-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.28,False,Coolant loop adjustment reduced chamber temperature spread.
+43895,2024-06-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.541,False,Calibration check overdue by 11 days for press-line transducer.
+43896,2024-06-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.929,False,Telemetry quality flag downgraded during sensor self-test window.
+43897,2024-06-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43898,2024-06-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.0,False,Machine throughput increase drove sustained pressure uplift.
+43899,2024-06-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.081,False,Sensor signal clipping observed during startup surge.
+43900,2024-06-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,34.795,False,Vibration harmonics broadened during extended production run.
+43901,2024-06-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Sensor 3 drift suspected after cross-check with manual gauge.
+43902,2024-06-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.367,False,Pressure line purge completed before restart authorization.
+43903,2024-06-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.713,False,Sensor enclosure opened for manual calibration verification.
+43904,2024-06-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.986,False,Sensor battery health remains nominal after firmware update.
+43905,2024-06-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.204,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43906,2024-06-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.797,False,SCADA backfill inserted two delayed telemetry points.
+43907,2024-06-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.396,False,Calibration check overdue by 11 days for press-line transducer.
+43908,2024-06-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.646,False,Reliability engineer tagged sample window for model retraining.
+43909,2024-06-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Sensor battery health remains nominal after firmware update.
+43910,2024-06-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.696,False,Short-lived packet loss observed at edge gateway gw-02.
+43911,2024-06-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.571,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43912,2024-06-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.955,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43913,2024-06-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Maintenance scheduler deferred calibration due to spare shortage.
+43914,2024-06-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.163,False,Humidity climbed during dock-door open period in afternoon shift.
+43915,2024-06-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Temporary gateway failover completed without data loss.
+43916,2024-06-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.11,False,Edge collector replayed buffered events after network recovery.
+43917,2024-06-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Operator reported intermittent chatter on machine CNC-04.
+43918,2024-06-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.148,False,Heat-treat furnace door cycling increased localized temperature spikes.
+43919,2024-06-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.42,False,Temporary gateway failover completed without data loss.
+43920,2024-06-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.828,False,Transient outlier matched forklift impact near cabinet wall.
+43921,2024-06-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Hydraulic line pressure oscillation detected under load.
+43922,2024-06-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.624,False,Machine throughput increase drove sustained pressure uplift.
+43923,2024-06-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.963,False,Thermal overshoot event coincided with recipe change on furnace.
+43924,2024-06-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.099,False,Pressure line purge completed before restart authorization.
+43925,2024-06-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.005,False,Quality hold reduced finishing booth activity for one shift.
+43926,2024-06-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.921,False,Dust extraction fan offline for 18 minutes on line finishing.
+43927,2024-06-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.648,False,Night shift startup produced higher than normal vibration floor.
+43928,2024-06-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.705,False,Short-lived packet loss observed at edge gateway gw-02.
+43929,2024-06-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.591,False,Vibration harmonics broadened during extended production run.
+43930,2024-06-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.604,False,Sensor enclosure opened for manual calibration verification.
+43931,2024-06-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.175,False,Coolant loop adjustment reduced chamber temperature spread.
+43932,2024-06-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.319,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43933,2024-06-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Sensor signal clipping observed during startup surge.
+43934,2024-06-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.235,False,Pressure line purge completed before restart authorization.
+43935,2024-06-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.857,False,Vibration baseline recovered after tool holder replacement.
+43936,2024-06-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.081,False,Humidity readings track seasonal rise across late spring.
+43937,2024-06-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Operator reset acknowledged after red-tag inspection.
+43938,2024-06-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.475,False,Thermal ramp exceeded expected warmup curve before shift start.
+43939,2024-06-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.906,False,Air handler maintenance reduced humidity variance on finishing line.
+43940,2024-06-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.565,False,Anomaly review flagged possible bearing wear progression.
+43941,2024-06-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+43942,2024-06-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.574,False,Anomaly review flagged possible bearing wear progression.
+43943,2024-06-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.714,False,Pressure peak corresponds to oversized billet batch processing.
+43944,2024-06-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.492,False,Machine throughput increase drove sustained pressure uplift.
+43945,2024-06-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,Pressure settled back to nominal after valve reseat.
+43946,2024-06-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.969,False,Shift handoff note referenced unusual noise near press enclosure.
+43947,2024-06-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.824,False,Air handler maintenance reduced humidity variance on finishing line.
+43948,2024-06-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.091,False,Humidity baseline improved after seal replacement.
+43949,2024-06-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.983,False,Maintenance crew confirmed lubrication interval was missed.
+43950,2024-06-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.541,False,Sensor battery health remains nominal after firmware update.
+43951,2024-06-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.234,False,Sensor battery health remains nominal after firmware update.
+43952,2024-06-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.509,False,Packaging line stop reduced adjacent vibration background.
+43953,2024-06-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Press cycle dwell time lengthened during high-volume batch.
+43954,2024-06-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.084,False,Shift handoff note referenced unusual noise near press enclosure.
+43955,2024-06-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Compressed air fluctuation introduced pressure noise for two cycles.
+43956,2024-06-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.565,False,Air handler maintenance reduced humidity variance on finishing line.
+43957,2024-06-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Edge collector replayed buffered events after network recovery.
+43958,2024-06-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.685,False,Temperature remained elevated during unscheduled overtime run.
+43959,2024-06-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.966,False,Operator reset acknowledged after red-tag inspection.
+43960,2024-06-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.005,False,Maintenance note logged for coupling imbalance inspection.
+43961,2024-06-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Pressure settled back to nominal after valve reseat.
+43962,2024-06-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.805,False,Vibration harmonics broadened during extended production run.
+43963,2024-06-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Reliability engineer tagged sample window for model retraining.
+43964,2024-06-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.401,False,Sensor signal clipping observed during startup surge.
+43965,2024-06-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Maintenance crew confirmed lubrication interval was missed.
+43966,2024-06-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.714,False,Supervisory alert generated after three consecutive threshold breaches.
+43967,2024-06-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.542,False,Thermal ramp exceeded expected warmup curve before shift start.
+43968,2024-06-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.113,False,Short-lived packet loss observed at edge gateway gw-02.
+43969,2024-06-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+43970,2024-06-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.371,False,Temperature remained elevated during unscheduled overtime run.
+43971,2024-06-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.76,False,Operator reset acknowledged after red-tag inspection.
+43972,2024-06-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.481,False,Transient outlier matched forklift impact near cabinet wall.
+43973,2024-06-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.699,False,Sensor signal clipping observed during startup surge.
+43974,2024-06-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.558,False,Humidity readings track seasonal rise across late spring.
+43975,2024-06-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Thermal overshoot event coincided with recipe change on furnace.
+43976,2024-06-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.065,False,Edge collector replayed buffered events after network recovery.
+43977,2024-06-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.816,False,Sensor enclosure opened for manual calibration verification.
+43978,2024-06-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.403,False,Pressure peak corresponds to oversized billet batch processing.
+43979,2024-06-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Humidity climbed during dock-door open period in afternoon shift.
+43980,2024-06-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.954,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+43981,2024-06-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.976,False,Hydraulic line pressure oscillation detected under load.
+43982,2024-06-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.37,False,Operator reset acknowledged after red-tag inspection.
+43983,2024-06-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.216,False,Coolant loop adjustment reduced chamber temperature spread.
+43984,2024-06-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.464,False,Pressure peak corresponds to oversized billet batch processing.
+43985,2024-06-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.49,False,Sensor heartbeat delayed by one interval after gateway retry.
+43986,2024-06-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.711,False,Transient outlier matched forklift impact near cabinet wall.
+43987,2024-06-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Temperature variance narrowed after coolant nozzle cleaning.
+43988,2024-06-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.556,False,Sensor battery health remains nominal after firmware update.
+43989,2024-06-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
+43990,2024-06-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.556,False,Humidity excursion near finishing booth during coating run.
+43991,2024-06-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Temporary gateway failover completed without data loss.
+43992,2024-06-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.072,False,Operator reset acknowledged after red-tag inspection.
+43993,2024-06-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.28,False,Bearing temperature rising faster than baseline on spindle cell.
+43994,2024-06-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.312,False,Warning threshold updated for pilot predictive-maintenance model.
+43995,2024-06-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.505,False,Operator reset acknowledged after red-tag inspection.
+43996,2024-06-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.573,False,Pressure settled back to nominal after valve reseat.
+43997,2024-06-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.566,False,Sensor heartbeat delayed by one interval after gateway retry.
+43998,2024-06-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.494,False,Anomaly review flagged possible bearing wear progression.
+43999,2024-06-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.285,False,SCADA backfill inserted two delayed telemetry points.
+44000,2024-06-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.675,False,Packaging line stop reduced adjacent vibration background.
+44001,2024-06-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.723,False,Operator reported intermittent chatter on machine CNC-04.
+44002,2024-06-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.581,False,Maintenance note logged for coupling imbalance inspection.
+44003,2024-06-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Thermal ramp exceeded expected warmup curve before shift start.
+44004,2024-06-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.764,False,Dust extraction fan offline for 18 minutes on line finishing.
+44005,2024-06-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.941,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44006,2024-06-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.403,False,Operator reported intermittent chatter on machine CNC-04.
+44007,2024-06-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Quality team requested trace review for lot 24-118B.
+44008,2024-06-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.441,False,Bearing temperature rising faster than baseline on spindle cell.
+44009,2024-06-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44010,2024-06-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.457,False,Air handler maintenance reduced humidity variance on finishing line.
+44011,2024-06-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.303,False,Sensor signal clipping observed during startup surge.
+44012,2024-06-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.485,False,Supervisory alert generated after three consecutive threshold breaches.
+44013,2024-06-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.499,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44014,2024-06-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.681,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44015,2024-06-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Humidity baseline improved after seal replacement.
+44016,2024-06-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.741,False,Telemetry quality flag downgraded during sensor self-test window.
+44017,2024-06-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Sensor enclosure opened for manual calibration verification.
+44018,2024-06-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.326,False,Dust extraction fan offline for 18 minutes on line finishing.
+44019,2024-06-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Shift handoff note referenced unusual noise near press enclosure.
+44020,2024-06-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.095,False,Operator reset acknowledged after red-tag inspection.
+44021,2024-06-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.555,False,Sensor battery health remains nominal after firmware update.
+44022,2024-06-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.358,False,Shift handoff note referenced unusual noise near press enclosure.
+44023,2024-06-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.53,False,Thermal ramp exceeded expected warmup curve before shift start.
+44024,2024-06-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.744,False,Reliability engineer tagged sample window for model retraining.
+44025,2024-06-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Pressure peak corresponds to oversized billet batch processing.
+44026,2024-06-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.1,False,Sensor enclosure opened for manual calibration verification.
+44027,2024-06-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.932,False,Humidity climbed during dock-door open period in afternoon shift.
+44028,2024-06-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.272,False,Temporary gateway failover completed without data loss.
+44029,2024-06-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.562,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44030,2024-06-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.69,False,Humidity climbed during dock-door open period in afternoon shift.
+44031,2024-06-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.447,False,Temporary gateway failover completed without data loss.
+44032,2024-06-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.411,False,Quality hold reduced finishing booth activity for one shift.
+44033,2024-06-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.904,False,Unbalanced load introduced cyclical pressure ripple.
+44034,2024-06-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.129,False,Machine idle period extended during planned sanitation window.
+44035,2024-06-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.445,False,Packaging line stop reduced adjacent vibration background.
+44036,2024-06-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.265,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44037,2024-06-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Machine idle period extended during planned sanitation window.
+44038,2024-06-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.329,False,Supervisory alert generated after three consecutive threshold breaches.
+44039,2024-06-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.623,False,Packaging line stop reduced adjacent vibration background.
+44040,2024-06-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.316,False,Transient outlier matched forklift impact near cabinet wall.
+44041,2024-06-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Calibration check overdue by 11 days for press-line transducer.
+44042,2024-06-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.972,False,Humidity readings track seasonal rise across late spring.
+44043,2024-06-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.689,False,Air handler maintenance reduced humidity variance on finishing line.
+44044,2024-06-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.502,False,Temperature remained elevated during unscheduled overtime run.
+44045,2024-06-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.658,False,Maintenance note logged for coupling imbalance inspection.
+44046,2024-06-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.884,False,Humidity readings track seasonal rise across late spring.
+44047,2024-06-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Maintenance crew confirmed lubrication interval was missed.
+44048,2024-06-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.227,False,Hydraulic line pressure oscillation detected under load.
+44049,2024-06-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.202,False,Maintenance scheduler deferred calibration due to spare shortage.
+44050,2024-06-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44051,2024-06-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Unbalanced load introduced cyclical pressure ripple.
+44052,2024-06-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.728,False,Humidity readings track seasonal rise across late spring.
+44053,2024-06-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.396,False,Telemetry quality flag downgraded during sensor self-test window.
+44054,2024-06-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.421,False,Calibration check overdue by 11 days for press-line transducer.
+44055,2024-06-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.412,False,Hydraulic line pressure oscillation detected under load.
+44056,2024-06-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.356,False,Humidity readings track seasonal rise across late spring.
+44057,2024-06-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Night shift startup produced higher than normal vibration floor.
+44058,2024-06-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.891,False,Humidity readings track seasonal rise across late spring.
+44059,2024-06-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.977,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44060,2024-06-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.27,False,Pressure line purge completed before restart authorization.
+44061,2024-06-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Pressure peak corresponds to oversized billet batch processing.
+44062,2024-06-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.235,False,Temperature variance narrowed after coolant nozzle cleaning.
+44063,2024-06-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.72,False,Night shift startup produced higher than normal vibration floor.
+44064,2024-06-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.707,False,Edge collector replayed buffered events after network recovery.
+44065,2024-06-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,SCADA backfill inserted two delayed telemetry points.
+44066,2024-06-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.462,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44067,2024-06-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.686,False,Vibration harmonics broadened during extended production run.
+44068,2024-06-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.218,False,Sensor heartbeat delayed by one interval after gateway retry.
+44069,2024-06-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.585,False,Humidity baseline improved after seal replacement.
+44070,2024-06-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.844,False,Shift handoff note referenced unusual noise near press enclosure.
+44071,2024-06-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.165,False,Shift handoff note referenced unusual noise near press enclosure.
+44072,2024-06-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.101,False,Humidity baseline improved after seal replacement.
+44073,2024-06-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Sensor heartbeat delayed by one interval after gateway retry.
+44074,2024-06-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.506,False,Packaging line stop reduced adjacent vibration background.
+44075,2024-06-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.108,False,Quality hold reduced finishing booth activity for one shift.
+44076,2024-06-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.373,False,Machine throughput increase drove sustained pressure uplift.
+44077,2024-06-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.369,False,Dust extraction fan offline for 18 minutes on line finishing.
+44078,2024-06-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.469,False,Quality hold reduced finishing booth activity for one shift.
+44079,2024-06-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.402,False,Pressure settled back to nominal after valve reseat.
+44080,2024-06-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.665,False,Quality hold reduced finishing booth activity for one shift.
+44081,2024-06-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.974,False,Unbalanced load introduced cyclical pressure ripple.
+44082,2024-06-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.695,False,Pressure line purge completed before restart authorization.
+44083,2024-06-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.999,False,Air handler maintenance reduced humidity variance on finishing line.
+44084,2024-06-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.568,False,Transient outlier matched forklift impact near cabinet wall.
+44085,2024-06-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Press cycle dwell time lengthened during high-volume batch.
+44086,2024-06-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.951,False,Maintenance crew confirmed lubrication interval was missed.
+44087,2024-06-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44088,2024-06-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.326,False,Vibration harmonics broadened during extended production run.
+44089,2024-06-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.281,False,Sensor enclosure opened for manual calibration verification.
+44090,2024-06-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.544,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44091,2024-06-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.4,False,Machine idle period extended during planned sanitation window.
+44092,2024-06-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44093,2024-06-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Telemetry quality flag downgraded during sensor self-test window.
+44094,2024-06-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.516,False,Vibration baseline recovered after tool holder replacement.
+44095,2024-06-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.577,False,Vibration baseline recovered after tool holder replacement.
+44096,2024-06-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.197,False,Humidity baseline improved after seal replacement.
+44097,2024-06-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.84,False,Bearing temperature rising faster than baseline on spindle cell.
+44098,2024-06-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.751,False,Night shift startup produced higher than normal vibration floor.
+44099,2024-06-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.742,False,Humidity baseline improved after seal replacement.
+44100,2024-06-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.002,False,Humidity excursion near finishing booth during coating run.
+44101,2024-06-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.903,False,Temporary gateway failover completed without data loss.
+44102,2024-06-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.276,False,Calibration check overdue by 11 days for press-line transducer.
+44103,2024-06-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Machine throughput increase drove sustained pressure uplift.
+44104,2024-06-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,59.817,False,Temperature remained elevated during unscheduled overtime run.
+44105,2024-06-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.559,False,Vibration harmonics broadened during extended production run.
+44106,2024-06-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.531,False,Calibration check overdue by 11 days for press-line transducer.
+44107,2024-06-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44108,2024-06-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.883,False,Telemetry quality flag downgraded during sensor self-test window.
+44109,2024-06-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Humidity baseline improved after seal replacement.
+44110,2024-06-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Quality hold reduced finishing booth activity for one shift.
+44111,2024-06-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.784,False,Pressure peak corresponds to oversized billet batch processing.
+44112,2024-06-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.633,False,Press cycle dwell time lengthened during high-volume batch.
+44113,2024-06-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.184,False,Maintenance note logged for coupling imbalance inspection.
+44114,2024-06-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.172,False,Coolant loop adjustment reduced chamber temperature spread.
+44115,2024-06-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.493,False,Machine idle period extended during planned sanitation window.
+44116,2024-06-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.457,False,Temporary gateway failover completed without data loss.
+44117,2024-06-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Operator reset acknowledged after red-tag inspection.
+44118,2024-06-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.029,False,Sensor heartbeat delayed by one interval after gateway retry.
+44119,2024-06-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Reliability engineer tagged sample window for model retraining.
+44120,2024-06-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.163,False,Short-lived packet loss observed at edge gateway gw-02.
+44121,2024-06-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Sensor battery health remains nominal after firmware update.
+44122,2024-06-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.426,False,Bearing temperature rising faster than baseline on spindle cell.
+44123,2024-06-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.204,False,Sensor heartbeat delayed by one interval after gateway retry.
+44124,2024-06-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.176,False,Humidity readings track seasonal rise across late spring.
+44125,2024-06-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Bearing temperature rising faster than baseline on spindle cell.
+44126,2024-06-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.469,False,Hydraulic line pressure oscillation detected under load.
+44127,2024-06-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Reliability engineer tagged sample window for model retraining.
+44128,2024-06-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.288,False,Condensation warning cleared after dehumidifier ramp-up.
+44129,2024-06-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Pressure settled back to nominal after valve reseat.
+44130,2024-06-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Quality hold reduced finishing booth activity for one shift.
+44131,2024-06-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.858,False,Sensor enclosure opened for manual calibration verification.
+44132,2024-06-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.265,False,Temperature remained elevated during unscheduled overtime run.
+44133,2024-06-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.882,False,Short-lived packet loss observed at edge gateway gw-02.
+44134,2024-06-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.408,False,Maintenance crew confirmed lubrication interval was missed.
+44135,2024-06-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.823,False,Press cycle dwell time lengthened during high-volume batch.
+44136,2024-06-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.142,False,Pressure line purge completed before restart authorization.
+44137,2024-06-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.965,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44138,2024-06-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.708,False,Telemetry quality flag downgraded during sensor self-test window.
+44139,2024-06-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.556,False,Pressure settled back to nominal after valve reseat.
+44140,2024-06-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.405,False,Thermal ramp exceeded expected warmup curve before shift start.
+44141,2024-06-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.243,False,Telemetry quality flag downgraded during sensor self-test window.
+44142,2024-06-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.639,False,Supervisory alert generated after three consecutive threshold breaches.
+44143,2024-06-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.901,False,Thermal overshoot event coincided with recipe change on furnace.
+44144,2024-06-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.024,False,Transient outlier matched forklift impact near cabinet wall.
+44145,2024-06-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.19,False,Dust extraction fan offline for 18 minutes on line finishing.
+44146,2024-06-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.163,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44147,2024-06-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.771,False,Vibration burst exceeds envelope during tool change cycle.
+44148,2024-06-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.38,False,Bearing temperature rising faster than baseline on spindle cell.
+44149,2024-06-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Warning threshold updated for pilot predictive-maintenance model.
+44150,2024-06-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.676,False,Bearing temperature rising faster than baseline on spindle cell.
+44151,2024-06-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.38,False,Warning threshold updated for pilot predictive-maintenance model.
+44152,2024-06-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.051,False,Anomaly review flagged possible bearing wear progression.
+44153,2024-06-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Sensor heartbeat delayed by one interval after gateway retry.
+44154,2024-06-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.661,False,Calibration check overdue by 11 days for press-line transducer.
+44155,2024-06-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Temperature remained elevated during unscheduled overtime run.
+44156,2024-06-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.939,False,Sensor battery health remains nominal after firmware update.
+44157,2024-06-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,4.016,False,Reliability engineer tagged sample window for model retraining.
+44158,2024-06-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.574,False,Anomaly review flagged possible bearing wear progression.
+44159,2024-06-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.855,False,Humidity climbed during dock-door open period in afternoon shift.
+44160,2024-06-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.044,False,Humidity baseline improved after seal replacement.
+44161,2024-06-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.896,False,Humidity excursion near finishing booth during coating run.
+44162,2024-06-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.747,False,Vibration baseline recovered after tool holder replacement.
+44163,2024-06-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.312,False,Sensor signal clipping observed during startup surge.
+44164,2024-06-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44165,2024-06-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Warning threshold updated for pilot predictive-maintenance model.
+44166,2024-06-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.237,False,Air handler maintenance reduced humidity variance on finishing line.
+44167,2024-06-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.445,False,Maintenance scheduler deferred calibration due to spare shortage.
+44168,2024-06-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.896,False,Warning threshold updated for pilot predictive-maintenance model.
+44169,2024-06-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Hydraulic line pressure oscillation detected under load.
+44170,2024-06-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.546,False,Calibration check overdue by 11 days for press-line transducer.
+44171,2024-06-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.434,False,Short-lived packet loss observed at edge gateway gw-02.
+44172,2024-06-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.032,False,Humidity climbed during dock-door open period in afternoon shift.
+44173,2024-06-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Operator reset acknowledged after red-tag inspection.
+44174,2024-06-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.819,False,Edge collector replayed buffered events after network recovery.
+44175,2024-06-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Humidity baseline improved after seal replacement.
+44176,2024-06-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44177,2024-06-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.655,False,Pressure line purge completed before restart authorization.
+44178,2024-06-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.908,False,Reliability engineer tagged sample window for model retraining.
+44179,2024-06-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.673,False,Quality team requested trace review for lot 24-118B.
+44180,2024-06-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.141,False,Temperature remained elevated during unscheduled overtime run.
+44181,2024-06-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.4,False,Reliability engineer tagged sample window for model retraining.
+44182,2024-06-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.842,False,Pressure peak corresponds to oversized billet batch processing.
+44183,2024-06-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Short-lived packet loss observed at edge gateway gw-02.
+44184,2024-06-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44185,2024-06-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.008,False,Unbalanced load introduced cyclical pressure ripple.
+44186,2024-06-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.326,False,Edge collector replayed buffered events after network recovery.
+44187,2024-06-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Vibration harmonics broadened during extended production run.
+44188,2024-06-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.051,False,Edge collector replayed buffered events after network recovery.
+44189,2024-06-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.518,False,Night shift startup produced higher than normal vibration floor.
+44190,2024-06-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.706,False,Thermal overshoot event coincided with recipe change on furnace.
+44191,2024-06-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.451,False,Thermal ramp exceeded expected warmup curve before shift start.
+44192,2024-06-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.724,False,Humidity climbed during dock-door open period in afternoon shift.
+44193,2024-06-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.066,False,Pressure peak corresponds to oversized billet batch processing.
+44194,2024-06-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.13,False,Quality team requested trace review for lot 24-118B.
+44195,2024-06-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.709,False,Dust extraction fan offline for 18 minutes on line finishing.
+44196,2024-06-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.758,False,Temporary gateway failover completed without data loss.
+44197,2024-06-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Vibration baseline recovered after tool holder replacement.
+44198,2024-06-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.869,False,Unbalanced load introduced cyclical pressure ripple.
+44199,2024-06-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Pressure peak corresponds to oversized billet batch processing.
+44200,2024-06-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.675,False,Operator reset acknowledged after red-tag inspection.
+44201,2024-06-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Warning threshold updated for pilot predictive-maintenance model.
+44202,2024-06-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.499,False,Thermal ramp exceeded expected warmup curve before shift start.
+44203,2024-06-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.474,False,Vibration burst exceeds envelope during tool change cycle.
+44204,2024-06-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.878,False,Edge collector replayed buffered events after network recovery.
+44205,2024-06-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.966,False,Vibration harmonics broadened during extended production run.
+44206,2024-06-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.49,False,Sensor heartbeat delayed by one interval after gateway retry.
+44207,2024-06-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.452,False,Sensor signal clipping observed during startup surge.
+44208,2024-06-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.248,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44209,2024-06-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.131,False,Dust extraction fan offline for 18 minutes on line finishing.
+44210,2024-06-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.694,False,Sensor battery health remains nominal after firmware update.
+44211,2024-06-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.541,False,Maintenance scheduler deferred calibration due to spare shortage.
+44212,2024-06-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.618,False,Quality team requested trace review for lot 24-118B.
+44213,2024-06-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.866,False,Dust extraction fan offline for 18 minutes on line finishing.
+44214,2024-06-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.123,False,Coolant loop adjustment reduced chamber temperature spread.
+44215,2024-06-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.617,False,Temperature variance narrowed after coolant nozzle cleaning.
+44216,2024-06-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.85,False,Vibration baseline recovered after tool holder replacement.
+44217,2024-06-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,Warning threshold updated for pilot predictive-maintenance model.
+44218,2024-06-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.855,False,Vibration baseline recovered after tool holder replacement.
+44219,2024-06-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.753,False,Supervisory alert generated after three consecutive threshold breaches.
+44220,2024-06-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.478,False,Pressure line purge completed before restart authorization.
+44221,2024-06-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Maintenance note logged for coupling imbalance inspection.
+44222,2024-06-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.865,False,Condensation warning cleared after dehumidifier ramp-up.
+44223,2024-06-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Condensation warning cleared after dehumidifier ramp-up.
+44224,2024-06-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.848,False,Thermal overshoot event coincided with recipe change on furnace.
+44225,2024-06-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Packaging line stop reduced adjacent vibration background.
+44226,2024-06-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.085,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44227,2024-06-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.481,False,Vibration harmonics broadened during extended production run.
+44228,2024-06-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.59,False,Bearing temperature rising faster than baseline on spindle cell.
+44229,2024-06-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.393,False,Anomaly review flagged possible bearing wear progression.
+44230,2024-06-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44231,2024-06-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.854,False,Calibration check overdue by 11 days for press-line transducer.
+44232,2024-06-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.402,False,Sensor heartbeat delayed by one interval after gateway retry.
+44233,2024-06-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Warning threshold updated for pilot predictive-maintenance model.
+44234,2024-06-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.563,False,Quality team requested trace review for lot 24-118B.
+44235,2024-06-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.548,False,Dust extraction fan offline for 18 minutes on line finishing.
+44236,2024-06-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.965,False,Night shift startup produced higher than normal vibration floor.
+44237,2024-06-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
+44238,2024-06-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.635,False,Humidity climbed during dock-door open period in afternoon shift.
+44239,2024-06-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Sensor battery health remains nominal after firmware update.
+44240,2024-06-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.145,False,Pressure peak corresponds to oversized billet batch processing.
+44241,2024-06-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.966,False,Unbalanced load introduced cyclical pressure ripple.
+44242,2024-06-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.766,False,Temporary gateway failover completed without data loss.
+44243,2024-06-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.067,False,Transient outlier matched forklift impact near cabinet wall.
+44244,2024-06-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.515,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44245,2024-06-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.193,False,Thermal ramp exceeded expected warmup curve before shift start.
+44246,2024-06-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.465,False,Machine throughput increase drove sustained pressure uplift.
+44247,2024-06-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.995,False,Vibration baseline recovered after tool holder replacement.
+44248,2024-06-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.558,False,Air handler maintenance reduced humidity variance on finishing line.
+44249,2024-06-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
+44250,2024-06-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.763,False,Temperature remained elevated during unscheduled overtime run.
+44251,2024-06-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.005,False,Maintenance scheduler deferred calibration due to spare shortage.
+44252,2024-06-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.947,False,Operator reset acknowledged after red-tag inspection.
+44253,2024-06-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Condensation warning cleared after dehumidifier ramp-up.
+44254,2024-06-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.208,False,Sensor battery health remains nominal after firmware update.
+44255,2024-06-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Telemetry quality flag downgraded during sensor self-test window.
+44256,2024-06-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.145,False,Machine idle period extended during planned sanitation window.
+44257,2024-06-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.578,False,Machine throughput increase drove sustained pressure uplift.
+44258,2024-06-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.616,False,Quality hold reduced finishing booth activity for one shift.
+44259,2024-06-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.555,False,Machine throughput increase drove sustained pressure uplift.
+44260,2024-06-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.602,False,Sensor battery health remains nominal after firmware update.
+44261,2024-06-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.33,False,Transient outlier matched forklift impact near cabinet wall.
+44262,2024-06-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.836,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44263,2024-06-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.18,False,Quality hold reduced finishing booth activity for one shift.
+44264,2024-06-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.271,False,Packaging line stop reduced adjacent vibration background.
+44265,2024-06-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.331,False,Quality hold reduced finishing booth activity for one shift.
+44266,2024-06-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.729,False,Packaging line stop reduced adjacent vibration background.
+44267,2024-06-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44268,2024-06-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.556,False,Vibration baseline recovered after tool holder replacement.
+44269,2024-06-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.758,False,Dust extraction fan offline for 18 minutes on line finishing.
+44270,2024-06-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.307,False,Pressure settled back to nominal after valve reseat.
+44271,2024-06-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.617,False,Transient outlier matched forklift impact near cabinet wall.
+44272,2024-06-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.349,False,Supervisory alert generated after three consecutive threshold breaches.
+44273,2024-06-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Warning threshold updated for pilot predictive-maintenance model.
+44274,2024-06-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.838,False,Pressure settled back to nominal after valve reseat.
+44275,2024-06-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.629,False,Thermal ramp exceeded expected warmup curve before shift start.
+44276,2024-06-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.068,False,Humidity baseline improved after seal replacement.
+44277,2024-06-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.613,False,Operator reported intermittent chatter on machine CNC-04.
+44278,2024-06-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.566,False,Telemetry quality flag downgraded during sensor self-test window.
+44279,2024-06-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.223,False,Sensor battery health remains nominal after firmware update.
+44280,2024-06-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.667,False,Reliability engineer tagged sample window for model retraining.
+44281,2024-06-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.711,False,Condensation warning cleared after dehumidifier ramp-up.
+44282,2024-06-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.692,False,Reliability engineer tagged sample window for model retraining.
+44283,2024-06-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.208,False,Vibration burst exceeds envelope during tool change cycle.
+44284,2024-06-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.138,False,Pressure settled back to nominal after valve reseat.
+44285,2024-06-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Night shift startup produced higher than normal vibration floor.
+44286,2024-06-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.888,False,Night shift startup produced higher than normal vibration floor.
+44287,2024-06-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.682,False,Vibration baseline recovered after tool holder replacement.
+44288,2024-06-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.237,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44289,2024-06-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.72,False,Sensor battery health remains nominal after firmware update.
+44290,2024-06-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.72,False,Humidity climbed during dock-door open period in afternoon shift.
+44291,2024-06-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.734,False,Supervisory alert generated after three consecutive threshold breaches.
+44292,2024-06-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.665,False,SCADA backfill inserted two delayed telemetry points.
+44293,2024-06-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Edge collector replayed buffered events after network recovery.
+44294,2024-06-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.662,False,Thermal ramp exceeded expected warmup curve before shift start.
+44295,2024-06-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.161,False,Sensor enclosure opened for manual calibration verification.
+44296,2024-06-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.856,False,Maintenance crew confirmed lubrication interval was missed.
+44297,2024-06-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.533,False,Reliability engineer tagged sample window for model retraining.
+44298,2024-06-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.436,False,Thermal overshoot event coincided with recipe change on furnace.
+44299,2024-06-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.175,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44300,2024-06-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.537,False,Short-lived packet loss observed at edge gateway gw-02.
+44301,2024-06-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Machine idle period extended during planned sanitation window.
+44302,2024-06-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.032,False,Edge collector replayed buffered events after network recovery.
+44303,2024-06-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.986,False,Temporary gateway failover completed without data loss.
+44304,2024-06-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.158,False,Vibration baseline recovered after tool holder replacement.
+44305,2024-06-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.597,False,Short-lived packet loss observed at edge gateway gw-02.
+44306,2024-06-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.604,False,Reliability engineer tagged sample window for model retraining.
+44307,2024-06-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Transient outlier matched forklift impact near cabinet wall.
+44308,2024-06-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.147,False,Pressure peak corresponds to oversized billet batch processing.
+44309,2024-06-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.847,False,Hydraulic line pressure oscillation detected under load.
+44310,2024-06-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.337,False,Temperature remained elevated during unscheduled overtime run.
+44311,2024-06-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.997,False,SCADA backfill inserted two delayed telemetry points.
+44312,2024-06-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.637,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44313,2024-06-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.032,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44314,2024-06-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.645,False,Press cycle dwell time lengthened during high-volume batch.
+44315,2024-06-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.149,False,Pressure line purge completed before restart authorization.
+44316,2024-06-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.659,False,Operator reported intermittent chatter on machine CNC-04.
+44317,2024-06-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.751,False,Humidity climbed during dock-door open period in afternoon shift.
+44318,2024-06-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.713,False,Unbalanced load introduced cyclical pressure ripple.
+44319,2024-06-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44320,2024-06-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.149,False,Maintenance crew confirmed lubrication interval was missed.
+44321,2024-06-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44322,2024-06-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Coolant loop adjustment reduced chamber temperature spread.
+44323,2024-06-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Calibration check overdue by 11 days for press-line transducer.
+44324,2024-06-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.838,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44325,2024-06-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.174,False,Vibration harmonics broadened during extended production run.
+44326,2024-06-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.675,False,Sensor signal clipping observed during startup surge.
+44327,2024-06-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Humidity climbed during dock-door open period in afternoon shift.
+44328,2024-06-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.137,False,Thermal overshoot event coincided with recipe change on furnace.
+44329,2024-06-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.847,False,Calibration check overdue by 11 days for press-line transducer.
+44330,2024-06-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.629,False,Maintenance scheduler deferred calibration due to spare shortage.
+44331,2024-06-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Humidity readings track seasonal rise across late spring.
+44332,2024-06-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44333,2024-06-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.903,False,Pressure settled back to nominal after valve reseat.
+44334,2024-06-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.483,False,Vibration baseline recovered after tool holder replacement.
+44335,2024-06-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
+44336,2024-06-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.322,False,Calibration check overdue by 11 days for press-line transducer.
+44337,2024-06-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Calibration check overdue by 11 days for press-line transducer.
+44338,2024-06-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.626,False,Quality hold reduced finishing booth activity for one shift.
+44339,2024-06-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.107,False,Humidity baseline improved after seal replacement.
+44340,2024-06-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.013,False,Air handler maintenance reduced humidity variance on finishing line.
+44341,2024-06-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.668,False,Operator reported intermittent chatter on machine CNC-04.
+44342,2024-06-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.92,False,Press cycle dwell time lengthened during high-volume batch.
+44343,2024-06-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.078,False,Night shift startup produced higher than normal vibration floor.
+44344,2024-06-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.927,False,Humidity readings track seasonal rise across late spring.
+44345,2024-06-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Sensor signal clipping observed during startup surge.
+44346,2024-06-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.312,False,Anomaly review flagged possible bearing wear progression.
+44347,2024-06-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44348,2024-06-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.435,False,Bearing temperature rising faster than baseline on spindle cell.
+44349,2024-06-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.268,False,Operator reported intermittent chatter on machine CNC-04.
+44350,2024-06-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.336,False,Reliability engineer tagged sample window for model retraining.
+44351,2024-06-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Thermal overshoot event coincided with recipe change on furnace.
+44352,2024-06-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.106,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44353,2024-06-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.736,False,Humidity excursion near finishing booth during coating run.
+44354,2024-06-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.692,False,Operator reset acknowledged after red-tag inspection.
+44355,2024-06-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44356,2024-06-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.084,False,Temperature remained elevated during unscheduled overtime run.
+44357,2024-06-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.358,False,Quality hold reduced finishing booth activity for one shift.
+44358,2024-06-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.257,False,Thermal ramp exceeded expected warmup curve before shift start.
+44359,2024-06-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.919,False,Pressure settled back to nominal after valve reseat.
+44360,2024-06-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.026,False,Warning threshold updated for pilot predictive-maintenance model.
+44361,2024-06-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.983,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44362,2024-06-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.202,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44363,2024-06-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.956,False,SCADA backfill inserted two delayed telemetry points.
+44364,2024-06-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.644,False,Unbalanced load introduced cyclical pressure ripple.
+44365,2024-06-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.179,False,Humidity excursion near finishing booth during coating run.
+44366,2024-06-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44367,2024-06-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.066,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44368,2024-06-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.992,False,Pressure peak corresponds to oversized billet batch processing.
+44369,2024-06-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.006,False,Edge collector replayed buffered events after network recovery.
+44370,2024-06-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.525,False,Operator reset acknowledged after red-tag inspection.
+44371,2024-06-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.069,False,Temporary gateway failover completed without data loss.
+44372,2024-06-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.551,False,Humidity readings track seasonal rise across late spring.
+44373,2024-06-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.765,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44374,2024-06-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.689,False,Dust extraction fan offline for 18 minutes on line finishing.
+44375,2024-06-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.279,False,Press cycle dwell time lengthened during high-volume batch.
+44376,2024-06-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.619,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44377,2024-06-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Thermal overshoot event coincided with recipe change on furnace.
+44378,2024-06-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.399,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44379,2024-06-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.108,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44380,2024-06-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.182,False,Condensation warning cleared after dehumidifier ramp-up.
+44381,2024-06-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.572,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44382,2024-06-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44383,2024-06-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.636,False,Reliability engineer tagged sample window for model retraining.
+44384,2024-06-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.039,False,Coolant loop adjustment reduced chamber temperature spread.
+44385,2024-06-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44386,2024-06-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.589,False,Temperature variance narrowed after coolant nozzle cleaning.
+44387,2024-06-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Pressure line purge completed before restart authorization.
+44388,2024-06-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.67,False,Air handler maintenance reduced humidity variance on finishing line.
+44389,2024-06-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.822,False,Hydraulic line pressure oscillation detected under load.
+44390,2024-06-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.273,False,Vibration burst exceeds envelope during tool change cycle.
+44391,2024-06-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Vibration burst exceeds envelope during tool change cycle.
+44392,2024-06-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44393,2024-06-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.262,False,Telemetry quality flag downgraded during sensor self-test window.
+44394,2024-06-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.979,False,Quality hold reduced finishing booth activity for one shift.
+44395,2024-06-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.442,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44396,2024-06-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.731,False,Transient outlier matched forklift impact near cabinet wall.
+44397,2024-06-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.532,False,Machine idle period extended during planned sanitation window.
+44398,2024-06-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.812,False,Vibration burst exceeds envelope during tool change cycle.
+44399,2024-06-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.043,False,Temperature remained elevated during unscheduled overtime run.
+44400,2024-06-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.205,False,Quality hold reduced finishing booth activity for one shift.
+44401,2024-06-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.299,False,Maintenance crew confirmed lubrication interval was missed.
+44402,2024-06-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.299,False,Vibration harmonics broadened during extended production run.
+44403,2024-06-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.632,False,Press cycle dwell time lengthened during high-volume batch.
+44404,2024-06-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.736,False,Condensation warning cleared after dehumidifier ramp-up.
+44405,2024-06-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.08,False,Supervisory alert generated after three consecutive threshold breaches.
+44406,2024-06-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.974,False,Operator reset acknowledged after red-tag inspection.
+44407,2024-06-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Quality team requested trace review for lot 24-118B.
+44408,2024-06-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.538,False,Hydraulic line pressure oscillation detected under load.
+44409,2024-06-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Sensor signal clipping observed during startup surge.
+44410,2024-06-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.06,False,Thermal overshoot event coincided with recipe change on furnace.
+44411,2024-06-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.897,False,Maintenance note logged for coupling imbalance inspection.
+44412,2024-06-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.83,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44413,2024-06-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.49,False,Reliability engineer tagged sample window for model retraining.
+44414,2024-06-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.476,False,Sensor signal clipping observed during startup surge.
+44415,2024-06-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.57,False,Condensation warning cleared after dehumidifier ramp-up.
+44416,2024-06-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.658,False,Coolant loop adjustment reduced chamber temperature spread.
+44417,2024-06-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Transient outlier matched forklift impact near cabinet wall.
+44418,2024-06-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.746,False,Quality team requested trace review for lot 24-118B.
+44419,2024-06-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.951,False,Vibration baseline recovered after tool holder replacement.
+44420,2024-06-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.716,False,Vibration harmonics broadened during extended production run.
+44421,2024-06-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.726,False,Shift handoff note referenced unusual noise near press enclosure.
+44422,2024-06-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.512,False,Humidity excursion near finishing booth during coating run.
+44423,2024-06-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Short-lived packet loss observed at edge gateway gw-02.
+44424,2024-06-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.696,False,Edge collector replayed buffered events after network recovery.
+44425,2024-06-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Thermal overshoot event coincided with recipe change on furnace.
+44426,2024-06-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.058,False,Temperature remained elevated during unscheduled overtime run.
+44427,2024-06-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.793,False,Thermal ramp exceeded expected warmup curve before shift start.
+44428,2024-06-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.718,False,Temperature remained elevated during unscheduled overtime run.
+44429,2024-06-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44430,2024-06-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.338,False,Temporary gateway failover completed without data loss.
+44431,2024-06-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.649,False,Night shift startup produced higher than normal vibration floor.
+44432,2024-06-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.447,False,Temperature variance narrowed after coolant nozzle cleaning.
+44433,2024-06-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Night shift startup produced higher than normal vibration floor.
+44434,2024-06-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.803,False,Operator reset acknowledged after red-tag inspection.
+44435,2024-06-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.968,False,Operator reset acknowledged after red-tag inspection.
+44436,2024-06-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.369,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44437,2024-06-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.573,False,Warning threshold updated for pilot predictive-maintenance model.
+44438,2024-06-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.617,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44439,2024-06-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.005,False,Operator reported intermittent chatter on machine CNC-04.
+44440,2024-06-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.072,False,Warning threshold updated for pilot predictive-maintenance model.
+44441,2024-06-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.252,False,Sensor battery health remains nominal after firmware update.
+44442,2024-06-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.601,False,Humidity climbed during dock-door open period in afternoon shift.
+44443,2024-06-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.592,False,Humidity climbed during dock-door open period in afternoon shift.
+44444,2024-06-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.577,False,Shift handoff note referenced unusual noise near press enclosure.
+44445,2024-06-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Reliability engineer tagged sample window for model retraining.
+44446,2024-06-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.761,False,Machine idle period extended during planned sanitation window.
+44447,2024-06-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.631,False,Humidity climbed during dock-door open period in afternoon shift.
+44448,2024-06-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.505,False,Warning threshold updated for pilot predictive-maintenance model.
+44449,2024-06-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Anomaly review flagged possible bearing wear progression.
+44450,2024-06-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.68,False,Calibration check overdue by 11 days for press-line transducer.
+44451,2024-06-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.619,False,Humidity baseline improved after seal replacement.
+44452,2024-06-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.428,False,Temperature remained elevated during unscheduled overtime run.
+44453,2024-06-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.293,False,Quality hold reduced finishing booth activity for one shift.
+44454,2024-06-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.612,False,Operator reported intermittent chatter on machine CNC-04.
+44455,2024-06-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.144,False,Short-lived packet loss observed at edge gateway gw-02.
+44456,2024-06-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.306,False,Quality hold reduced finishing booth activity for one shift.
+44457,2024-06-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Pressure settled back to nominal after valve reseat.
+44458,2024-06-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.418,False,Short-lived packet loss observed at edge gateway gw-02.
+44459,2024-06-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Transient outlier matched forklift impact near cabinet wall.
+44460,2024-06-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.81,False,Air handler maintenance reduced humidity variance on finishing line.
+44461,2024-06-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.365,False,Vibration burst exceeds envelope during tool change cycle.
+44462,2024-06-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.58,False,Maintenance note logged for coupling imbalance inspection.
+44463,2024-06-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.06,False,Temperature variance narrowed after coolant nozzle cleaning.
+44464,2024-06-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.908,False,Edge collector replayed buffered events after network recovery.
+44465,2024-06-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Operator reported intermittent chatter on machine CNC-04.
+44466,2024-06-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.456,False,Reliability engineer tagged sample window for model retraining.
+44467,2024-06-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.003,False,Transient outlier matched forklift impact near cabinet wall.
+44468,2024-06-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.09,False,Maintenance crew confirmed lubrication interval was missed.
+44469,2024-06-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.786,False,SCADA backfill inserted two delayed telemetry points.
+44470,2024-06-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.113,False,Operator reset acknowledged after red-tag inspection.
+44471,2024-06-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.155,False,Short-lived packet loss observed at edge gateway gw-02.
+44472,2024-06-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.011,False,Short-lived packet loss observed at edge gateway gw-02.
+44473,2024-06-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Vibration harmonics broadened during extended production run.
+44474,2024-06-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.455,False,Packaging line stop reduced adjacent vibration background.
+44475,2024-06-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Pressure peak corresponds to oversized billet batch processing.
+44476,2024-06-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.084,False,Supervisory alert generated after three consecutive threshold breaches.
+44477,2024-06-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44478,2024-06-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.503,False,Air handler maintenance reduced humidity variance on finishing line.
+44479,2024-06-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.437,False,Edge collector replayed buffered events after network recovery.
+44480,2024-06-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.125,False,Quality team requested trace review for lot 24-118B.
+44481,2024-06-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.354,False,Sensor signal clipping observed during startup surge.
+44482,2024-06-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.712,False,Pressure settled back to nominal after valve reseat.
+44483,2024-06-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.512,False,Vibration burst exceeds envelope during tool change cycle.
+44484,2024-06-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.426,False,Operator reported intermittent chatter on machine CNC-04.
+44485,2024-06-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Humidity baseline improved after seal replacement.
+44486,2024-06-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.931,False,Pressure line purge completed before restart authorization.
+44487,2024-06-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.56,False,Pressure settled back to nominal after valve reseat.
+44488,2024-06-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.552,False,Coolant loop adjustment reduced chamber temperature spread.
+44489,2024-06-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Sensor signal clipping observed during startup surge.
+44490,2024-06-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.985,False,Hydraulic line pressure oscillation detected under load.
+44491,2024-06-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Temporary gateway failover completed without data loss.
+44492,2024-06-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.315,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44493,2024-06-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Calibration check overdue by 11 days for press-line transducer.
+44494,2024-06-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.965,False,Air handler maintenance reduced humidity variance on finishing line.
+44495,2024-06-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.556,False,Telemetry quality flag downgraded during sensor self-test window.
+44496,2024-06-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.298,False,Machine idle period extended during planned sanitation window.
+44497,2024-06-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.796,False,Press cycle dwell time lengthened during high-volume batch.
+44498,2024-06-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.552,False,Edge collector replayed buffered events after network recovery.
+44499,2024-06-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.221,False,Sensor battery health remains nominal after firmware update.
+44500,2024-06-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.326,False,Pressure line purge completed before restart authorization.
+44501,2024-06-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Bearing temperature rising faster than baseline on spindle cell.
+44502,2024-06-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.341,False,Temperature variance narrowed after coolant nozzle cleaning.
+44503,2024-06-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Temperature variance narrowed after coolant nozzle cleaning.
+44504,2024-06-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.654,False,Temperature variance narrowed after coolant nozzle cleaning.
+44505,2024-06-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.962,False,Machine throughput increase drove sustained pressure uplift.
+44506,2024-06-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.938,False,Hydraulic line pressure oscillation detected under load.
+44507,2024-06-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Shift handoff note referenced unusual noise near press enclosure.
+44508,2024-06-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.248,False,Humidity baseline improved after seal replacement.
+44509,2024-06-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.193,False,Sensor heartbeat delayed by one interval after gateway retry.
+44510,2024-06-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.823,False,Sensor signal clipping observed during startup surge.
+44511,2024-06-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.976,False,Sensor heartbeat delayed by one interval after gateway retry.
+44512,2024-06-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.311,False,Coolant loop adjustment reduced chamber temperature spread.
+44513,2024-06-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Pressure line purge completed before restart authorization.
+44514,2024-06-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.082,False,Temperature variance narrowed after coolant nozzle cleaning.
+44515,2024-06-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.704,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44516,2024-06-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.223,False,Telemetry quality flag downgraded during sensor self-test window.
+44517,2024-06-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Maintenance scheduler deferred calibration due to spare shortage.
+44518,2024-06-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.173,False,Sensor signal clipping observed during startup surge.
+44519,2024-06-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Machine throughput increase drove sustained pressure uplift.
+44520,2024-06-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.125,False,Coolant loop adjustment reduced chamber temperature spread.
+44521,2024-06-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Shift handoff note referenced unusual noise near press enclosure.
+44522,2024-06-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.636,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44523,2024-06-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.104,False,Sensor enclosure opened for manual calibration verification.
+44524,2024-06-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.569,False,Sensor signal clipping observed during startup surge.
+44525,2024-06-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44526,2024-06-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.553,False,Packaging line stop reduced adjacent vibration background.
+44527,2024-06-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.057,False,Humidity readings track seasonal rise across late spring.
+44528,2024-06-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.141,False,Temperature remained elevated during unscheduled overtime run.
+44529,2024-06-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Edge collector replayed buffered events after network recovery.
+44530,2024-06-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.276,False,Sensor signal clipping observed during startup surge.
+44531,2024-06-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.061,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44532,2024-06-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.353,False,Sensor enclosure opened for manual calibration verification.
+44533,2024-06-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.402,False,Hydraulic line pressure oscillation detected under load.
+44534,2024-06-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44535,2024-06-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.773,False,Vibration harmonics broadened during extended production run.
+44536,2024-06-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.014,False,Maintenance crew confirmed lubrication interval was missed.
+44537,2024-06-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.404,False,Coolant loop adjustment reduced chamber temperature spread.
+44538,2024-06-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.871,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44539,2024-06-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.131,False,Condensation warning cleared after dehumidifier ramp-up.
+44540,2024-06-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.151,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44541,2024-06-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44542,2024-06-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.56,False,Operator reset acknowledged after red-tag inspection.
+44543,2024-06-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Bearing temperature rising faster than baseline on spindle cell.
+44544,2024-06-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.362,False,Thermal overshoot event coincided with recipe change on furnace.
+44545,2024-06-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.313,False,Bearing temperature rising faster than baseline on spindle cell.
+44546,2024-06-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.514,False,Sensor heartbeat delayed by one interval after gateway retry.
+44547,2024-06-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.286,False,Reliability engineer tagged sample window for model retraining.
+44548,2024-06-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.639,False,Press cycle dwell time lengthened during high-volume batch.
+44549,2024-06-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.701,False,Vibration harmonics broadened during extended production run.
+44550,2024-06-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.03,False,Supervisory alert generated after three consecutive threshold breaches.
+44551,2024-06-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Transient outlier matched forklift impact near cabinet wall.
+44552,2024-06-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.261,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44553,2024-06-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.98,False,Vibration harmonics broadened during extended production run.
+44554,2024-06-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.216,False,Humidity excursion near finishing booth during coating run.
+44555,2024-06-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.982,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44556,2024-06-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.716,False,Thermal ramp exceeded expected warmup curve before shift start.
+44557,2024-06-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Quality team requested trace review for lot 24-118B.
+44558,2024-06-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.062,False,Temperature remained elevated during unscheduled overtime run.
+44559,2024-06-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.625,False,Pressure peak corresponds to oversized billet batch processing.
+44560,2024-06-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.255,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44561,2024-06-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.086,False,SCADA backfill inserted two delayed telemetry points.
+44562,2024-06-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.072,False,Maintenance scheduler deferred calibration due to spare shortage.
+44563,2024-06-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Telemetry quality flag downgraded during sensor self-test window.
+44564,2024-06-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.737,False,Machine throughput increase drove sustained pressure uplift.
+44565,2024-06-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.813,False,Unbalanced load introduced cyclical pressure ripple.
+44566,2024-06-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.783,False,Quality hold reduced finishing booth activity for one shift.
+44567,2024-06-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.804,False,Pressure peak corresponds to oversized billet batch processing.
+44568,2024-06-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.388,False,Dust extraction fan offline for 18 minutes on line finishing.
+44569,2024-06-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.309,False,Machine throughput increase drove sustained pressure uplift.
+44570,2024-06-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.513,False,Maintenance scheduler deferred calibration due to spare shortage.
+44571,2024-06-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.187,False,Sensor battery health remains nominal after firmware update.
+44572,2024-06-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.812,False,Temperature variance narrowed after coolant nozzle cleaning.
+44573,2024-06-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.321,False,Humidity climbed during dock-door open period in afternoon shift.
+44574,2024-06-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.516,False,Temporary gateway failover completed without data loss.
+44575,2024-06-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.082,False,Maintenance note logged for coupling imbalance inspection.
+44576,2024-06-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44577,2024-06-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Supervisory alert generated after three consecutive threshold breaches.
+44578,2024-06-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Temporary gateway failover completed without data loss.
+44579,2024-06-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Air handler maintenance reduced humidity variance on finishing line.
+44580,2024-06-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.661,False,Condensation warning cleared after dehumidifier ramp-up.
+44581,2024-06-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.707,False,Condensation warning cleared after dehumidifier ramp-up.
+44582,2024-06-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.971,False,Condensation warning cleared after dehumidifier ramp-up.
+44583,2024-06-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.352,False,Machine throughput increase drove sustained pressure uplift.
+44584,2024-06-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.764,False,Coolant loop adjustment reduced chamber temperature spread.
+44585,2024-06-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.294,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44586,2024-06-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44587,2024-06-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.91,False,Machine idle period extended during planned sanitation window.
+44588,2024-06-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.062,False,Calibration check overdue by 11 days for press-line transducer.
+44589,2024-06-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.09,False,Temperature remained elevated during unscheduled overtime run.
+44590,2024-06-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.193,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44591,2024-06-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44592,2024-06-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.404,False,Transient outlier matched forklift impact near cabinet wall.
+44593,2024-06-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Vibration baseline recovered after tool holder replacement.
+44594,2024-06-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.133,False,Transient outlier matched forklift impact near cabinet wall.
+44595,2024-06-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Humidity excursion near finishing booth during coating run.
+44596,2024-06-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.324,False,Pressure settled back to nominal after valve reseat.
+44597,2024-06-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Humidity climbed during dock-door open period in afternoon shift.
+44598,2024-06-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.303,False,Maintenance note logged for coupling imbalance inspection.
+44599,2024-06-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.791,False,Maintenance scheduler deferred calibration due to spare shortage.
+44600,2024-06-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.916,False,Humidity climbed during dock-door open period in afternoon shift.
+44601,2024-06-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.485,False,Quality hold reduced finishing booth activity for one shift.
+44602,2024-06-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.694,False,Anomaly review flagged possible bearing wear progression.
+44603,2024-06-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44604,2024-06-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.475,False,Unbalanced load introduced cyclical pressure ripple.
+44605,2024-06-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Humidity climbed during dock-door open period in afternoon shift.
+44606,2024-06-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.455,False,Warning threshold updated for pilot predictive-maintenance model.
+44607,2024-06-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.308,False,Hydraulic line pressure oscillation detected under load.
+44608,2024-06-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.677,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44609,2024-06-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.002,False,Dust extraction fan offline for 18 minutes on line finishing.
+44610,2024-06-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.704,False,Night shift startup produced higher than normal vibration floor.
+44611,2024-06-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.02,False,Air handler maintenance reduced humidity variance on finishing line.
+44612,2024-06-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.357,False,Air handler maintenance reduced humidity variance on finishing line.
+44613,2024-06-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Quality hold reduced finishing booth activity for one shift.
+44614,2024-06-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.154,False,Humidity baseline improved after seal replacement.
+44615,2024-06-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.479,False,Maintenance crew confirmed lubrication interval was missed.
+44616,2024-06-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.328,False,Condensation warning cleared after dehumidifier ramp-up.
+44617,2024-06-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.452,False,Night shift startup produced higher than normal vibration floor.
+44618,2024-06-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.968,False,Operator reset acknowledged after red-tag inspection.
+44619,2024-06-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.294,False,Humidity excursion near finishing booth during coating run.
+44620,2024-06-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.039,False,Night shift startup produced higher than normal vibration floor.
+44621,2024-06-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Shift handoff note referenced unusual noise near press enclosure.
+44622,2024-06-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.635,False,Humidity climbed during dock-door open period in afternoon shift.
+44623,2024-06-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.96,False,Sensor signal clipping observed during startup surge.
+44624,2024-06-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.293,False,Temperature remained elevated during unscheduled overtime run.
+44625,2024-06-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.346,False,Humidity baseline improved after seal replacement.
+44626,2024-06-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.35,False,Vibration harmonics broadened during extended production run.
+44627,2024-06-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.524,False,Sensor enclosure opened for manual calibration verification.
+44628,2024-06-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.859,False,Anomaly review flagged possible bearing wear progression.
+44629,2024-06-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Anomaly review flagged possible bearing wear progression.
+44630,2024-06-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Humidity climbed during dock-door open period in afternoon shift.
+44631,2024-06-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.517,False,Calibration check overdue by 11 days for press-line transducer.
+44632,2024-06-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.062,False,Packaging line stop reduced adjacent vibration background.
+44633,2024-06-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.393,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44634,2024-06-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.602,False,Transient outlier matched forklift impact near cabinet wall.
+44635,2024-06-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.007,False,Machine throughput increase drove sustained pressure uplift.
+44636,2024-06-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.348,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44637,2024-06-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.625,False,Warning threshold updated for pilot predictive-maintenance model.
+44638,2024-06-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.903,False,Night shift startup produced higher than normal vibration floor.
+44639,2024-06-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Temporary gateway failover completed without data loss.
+44640,2024-06-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.166,False,Supervisory alert generated after three consecutive threshold breaches.
+44641,2024-06-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.743,False,Short-lived packet loss observed at edge gateway gw-02.
+44642,2024-06-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.098,False,SCADA backfill inserted two delayed telemetry points.
+44643,2024-06-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.686,False,Reliability engineer tagged sample window for model retraining.
+44644,2024-06-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.301,False,Temperature variance narrowed after coolant nozzle cleaning.
+44645,2024-06-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.337,False,Humidity excursion near finishing booth during coating run.
+44646,2024-06-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.402,False,Machine throughput increase drove sustained pressure uplift.
+44647,2024-06-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.376,False,Maintenance note logged for coupling imbalance inspection.
+44648,2024-06-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.798,False,Machine throughput increase drove sustained pressure uplift.
+44649,2024-06-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Maintenance note logged for coupling imbalance inspection.
+44650,2024-06-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.798,False,Dust extraction fan offline for 18 minutes on line finishing.
+44651,2024-06-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Sensor signal clipping observed during startup surge.
+44652,2024-06-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.466,False,Humidity readings track seasonal rise across late spring.
+44653,2024-06-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Machine idle period extended during planned sanitation window.
+44654,2024-06-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.037,False,Calibration check overdue by 11 days for press-line transducer.
+44655,2024-06-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.494,False,Transient outlier matched forklift impact near cabinet wall.
+44656,2024-06-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.126,False,Hydraulic line pressure oscillation detected under load.
+44657,2024-06-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.401,False,Temperature remained elevated during unscheduled overtime run.
+44658,2024-06-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.998,False,Supervisory alert generated after three consecutive threshold breaches.
+44659,2024-06-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Hydraulic line pressure oscillation detected under load.
+44660,2024-06-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.697,False,Machine throughput increase drove sustained pressure uplift.
+44661,2024-06-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Humidity excursion near finishing booth during coating run.
+44662,2024-06-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.691,False,Operator reset acknowledged after red-tag inspection.
+44663,2024-06-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.955,False,Shift handoff note referenced unusual noise near press enclosure.
+44664,2024-06-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.339,False,Condensation warning cleared after dehumidifier ramp-up.
+44665,2024-06-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44666,2024-06-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.654,False,Maintenance note logged for coupling imbalance inspection.
+44667,2024-06-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.876,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44668,2024-06-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.578,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44669,2024-06-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.843,False,Thermal overshoot event coincided with recipe change on furnace.
+44670,2024-06-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.346,False,Humidity readings track seasonal rise across late spring.
+44671,2024-06-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,SCADA backfill inserted two delayed telemetry points.
+44672,2024-06-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.215,False,Humidity readings track seasonal rise across late spring.
+44673,2024-06-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.896,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44674,2024-06-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.428,False,Pressure settled back to nominal after valve reseat.
+44675,2024-06-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.894,False,Short-lived packet loss observed at edge gateway gw-02.
+44676,2024-06-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.938,False,Warning threshold updated for pilot predictive-maintenance model.
+44677,2024-06-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.838,False,Machine idle period extended during planned sanitation window.
+44678,2024-06-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.977,False,Humidity baseline improved after seal replacement.
+44679,2024-06-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Pressure settled back to nominal after valve reseat.
+44680,2024-06-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.068,False,Sensor enclosure opened for manual calibration verification.
+44681,2024-06-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.338,False,Humidity excursion near finishing booth during coating run.
+44682,2024-06-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.679,False,Anomaly review flagged possible bearing wear progression.
+44683,2024-06-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Anomaly review flagged possible bearing wear progression.
+44684,2024-06-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.981,False,Maintenance scheduler deferred calibration due to spare shortage.
+44685,2024-06-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.009,False,Machine throughput increase drove sustained pressure uplift.
+44686,2024-06-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.245,False,Operator reset acknowledged after red-tag inspection.
+44687,2024-06-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.834,False,Vibration baseline recovered after tool holder replacement.
+44688,2024-06-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.7,False,Humidity climbed during dock-door open period in afternoon shift.
+44689,2024-06-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Pressure line purge completed before restart authorization.
+44690,2024-06-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.233,False,Pressure settled back to nominal after valve reseat.
+44691,2024-06-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.981,False,Pressure settled back to nominal after valve reseat.
+44692,2024-06-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.226,False,Condensation warning cleared after dehumidifier ramp-up.
+44693,2024-06-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Temperature variance narrowed after coolant nozzle cleaning.
+44694,2024-06-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.971,False,Thermal ramp exceeded expected warmup curve before shift start.
+44695,2024-06-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Air handler maintenance reduced humidity variance on finishing line.
+44696,2024-06-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.951,False,Pressure settled back to nominal after valve reseat.
+44697,2024-06-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.426,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44698,2024-06-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.02,False,Humidity readings track seasonal rise across late spring.
+44699,2024-06-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Maintenance scheduler deferred calibration due to spare shortage.
+44700,2024-06-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.982,False,Condensation warning cleared after dehumidifier ramp-up.
+44701,2024-06-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Short-lived packet loss observed at edge gateway gw-02.
+44702,2024-06-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.048,False,Machine idle period extended during planned sanitation window.
+44703,2024-06-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Coolant loop adjustment reduced chamber temperature spread.
+44704,2024-06-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44705,2024-06-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.235,False,Press cycle dwell time lengthened during high-volume batch.
+44706,2024-06-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.472,False,Vibration burst exceeds envelope during tool change cycle.
+44707,2024-06-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Vibration harmonics broadened during extended production run.
+44708,2024-06-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.874,False,Machine throughput increase drove sustained pressure uplift.
+44709,2024-06-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.593,False,Dust extraction fan offline for 18 minutes on line finishing.
+44710,2024-06-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.071,False,Quality hold reduced finishing booth activity for one shift.
+44711,2024-06-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.726,False,Thermal ramp exceeded expected warmup curve before shift start.
+44712,2024-06-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.049,False,Anomaly review flagged possible bearing wear progression.
+44713,2024-06-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Machine throughput increase drove sustained pressure uplift.
+44714,2024-06-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.88,False,Bearing temperature rising faster than baseline on spindle cell.
+44715,2024-06-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.418,False,Air handler maintenance reduced humidity variance on finishing line.
+44716,2024-06-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.668,False,Pressure settled back to nominal after valve reseat.
+44717,2024-06-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.986,False,SCADA backfill inserted two delayed telemetry points.
+44718,2024-06-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.85,False,Shift handoff note referenced unusual noise near press enclosure.
+44719,2024-06-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.123,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44720,2024-06-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.483,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44721,2024-06-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.988,False,Temporary gateway failover completed without data loss.
+44722,2024-06-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.017,False,Pressure peak corresponds to oversized billet batch processing.
+44723,2024-06-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Telemetry quality flag downgraded during sensor self-test window.
+44724,2024-06-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.487,False,Anomaly review flagged possible bearing wear progression.
+44725,2024-06-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.347,False,Packaging line stop reduced adjacent vibration background.
+44726,2024-06-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.071,False,Vibration burst exceeds envelope during tool change cycle.
+44727,2024-06-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.704,False,Edge collector replayed buffered events after network recovery.
+44728,2024-06-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.918,False,Sensor battery health remains nominal after firmware update.
+44729,2024-06-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.861,False,Sensor signal clipping observed during startup surge.
+44730,2024-06-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.635,False,Telemetry quality flag downgraded during sensor self-test window.
+44731,2024-06-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.176,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44732,2024-06-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.844,False,Pressure settled back to nominal after valve reseat.
+44733,2024-06-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.769,False,Vibration burst exceeds envelope during tool change cycle.
+44734,2024-06-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.623,False,Temporary gateway failover completed without data loss.
+44735,2024-06-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Edge collector replayed buffered events after network recovery.
+44736,2024-06-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.883,False,Coolant loop adjustment reduced chamber temperature spread.
+44737,2024-06-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.346,False,Packaging line stop reduced adjacent vibration background.
+44738,2024-06-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.225,False,Condensation warning cleared after dehumidifier ramp-up.
+44739,2024-06-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Pressure line purge completed before restart authorization.
+44740,2024-06-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.545,False,Humidity climbed during dock-door open period in afternoon shift.
+44741,2024-06-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.3,False,Vibration burst exceeds envelope during tool change cycle.
+44742,2024-06-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.584,False,Shift handoff note referenced unusual noise near press enclosure.
+44743,2024-06-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.059,False,Transient outlier matched forklift impact near cabinet wall.
+44744,2024-06-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.02,False,Humidity climbed during dock-door open period in afternoon shift.
+44745,2024-06-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Hydraulic line pressure oscillation detected under load.
+44746,2024-06-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.476,False,Humidity excursion near finishing booth during coating run.
+44747,2024-06-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44748,2024-06-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.511,False,Machine throughput increase drove sustained pressure uplift.
+44749,2024-06-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.976,False,Anomaly review flagged possible bearing wear progression.
+44750,2024-06-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.28,False,Vibration harmonics broadened during extended production run.
+44751,2024-06-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Calibration check overdue by 11 days for press-line transducer.
+44752,2024-06-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.474,False,Vibration harmonics broadened during extended production run.
+44753,2024-06-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Temporary gateway failover completed without data loss.
+44754,2024-06-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.107,False,Temperature variance narrowed after coolant nozzle cleaning.
+44755,2024-06-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.009,False,Sensor battery health remains nominal after firmware update.
+44756,2024-06-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.621,False,Maintenance scheduler deferred calibration due to spare shortage.
+44757,2024-06-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.112,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44758,2024-06-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.757,False,Quality team requested trace review for lot 24-118B.
+44759,2024-06-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Calibration check overdue by 11 days for press-line transducer.
+44760,2024-06-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.727,False,Quality team requested trace review for lot 24-118B.
+44761,2024-06-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Thermal ramp exceeded expected warmup curve before shift start.
+44762,2024-06-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.306,False,Vibration burst exceeds envelope during tool change cycle.
+44763,2024-06-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.921,False,Press cycle dwell time lengthened during high-volume batch.
+44764,2024-06-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.959,False,Sensor battery health remains nominal after firmware update.
+44765,2024-06-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.578,False,Vibration harmonics broadened during extended production run.
+44766,2024-06-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.972,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44767,2024-06-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.103,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44768,2024-06-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.671,False,Vibration harmonics broadened during extended production run.
+44769,2024-06-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.543,False,Humidity baseline improved after seal replacement.
+44770,2024-06-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.28,False,Packaging line stop reduced adjacent vibration background.
+44771,2024-06-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.451,False,Reliability engineer tagged sample window for model retraining.
+44772,2024-06-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.944,False,Supervisory alert generated after three consecutive threshold breaches.
+44773,2024-06-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.818,False,Thermal ramp exceeded expected warmup curve before shift start.
+44774,2024-06-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.439,False,Packaging line stop reduced adjacent vibration background.
+44775,2024-06-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.095,False,Vibration burst exceeds envelope during tool change cycle.
+44776,2024-06-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Press cycle dwell time lengthened during high-volume batch.
+44777,2024-06-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.083,False,Machine throughput increase drove sustained pressure uplift.
+44778,2024-06-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.242,False,Pressure peak corresponds to oversized billet batch processing.
+44779,2024-06-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44780,2024-06-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44781,2024-06-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.769,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44782,2024-06-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.956,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44783,2024-06-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Warning threshold updated for pilot predictive-maintenance model.
+44784,2024-06-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.449,False,Operator reported intermittent chatter on machine CNC-04.
+44785,2024-06-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.561,False,Condensation warning cleared after dehumidifier ramp-up.
+44786,2024-06-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.532,False,Anomaly review flagged possible bearing wear progression.
+44787,2024-06-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44788,2024-06-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.877,False,Operator reported intermittent chatter on machine CNC-04.
+44789,2024-06-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Machine idle period extended during planned sanitation window.
+44790,2024-06-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.684,False,Supervisory alert generated after three consecutive threshold breaches.
+44791,2024-06-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Air handler maintenance reduced humidity variance on finishing line.
+44792,2024-06-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.184,False,Press cycle dwell time lengthened during high-volume batch.
+44793,2024-06-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.488,False,Hydraulic line pressure oscillation detected under load.
+44794,2024-06-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.705,False,Warning threshold updated for pilot predictive-maintenance model.
+44795,2024-06-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Humidity excursion near finishing booth during coating run.
+44796,2024-06-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.511,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44797,2024-06-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Quality hold reduced finishing booth activity for one shift.
+44798,2024-06-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.484,False,Packaging line stop reduced adjacent vibration background.
+44799,2024-06-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.177,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44800,2024-06-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Humidity readings track seasonal rise across late spring.
+44801,2024-06-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.156,False,Sensor signal clipping observed during startup surge.
+44802,2024-06-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.08,False,SCADA backfill inserted two delayed telemetry points.
+44803,2024-06-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Thermal ramp exceeded expected warmup curve before shift start.
+44804,2024-06-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.378,False,Sensor heartbeat delayed by one interval after gateway retry.
+44805,2024-06-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.897,False,Maintenance note logged for coupling imbalance inspection.
+44806,2024-06-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.587,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44807,2024-06-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.156,False,Air handler maintenance reduced humidity variance on finishing line.
+44808,2024-06-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.379,False,Quality hold reduced finishing booth activity for one shift.
+44809,2024-06-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.388,False,Shift handoff note referenced unusual noise near press enclosure.
+44810,2024-06-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.223,False,Shift handoff note referenced unusual noise near press enclosure.
+44811,2024-06-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.328,False,Condensation warning cleared after dehumidifier ramp-up.
+44812,2024-06-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.028,False,Operator reported intermittent chatter on machine CNC-04.
+44813,2024-06-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.158,False,Humidity climbed during dock-door open period in afternoon shift.
+44814,2024-06-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.964,False,Calibration check overdue by 11 days for press-line transducer.
+44815,2024-06-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Thermal overshoot event coincided with recipe change on furnace.
+44816,2024-06-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.346,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44817,2024-06-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Quality hold reduced finishing booth activity for one shift.
+44818,2024-06-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.393,False,Pressure settled back to nominal after valve reseat.
+44819,2024-06-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.842,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44820,2024-06-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.606,False,Vibration burst exceeds envelope during tool change cycle.
+44821,2024-06-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Coolant loop adjustment reduced chamber temperature spread.
+44822,2024-06-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.489,False,Transient outlier matched forklift impact near cabinet wall.
+44823,2024-06-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.195,False,Hydraulic line pressure oscillation detected under load.
+44824,2024-06-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.525,False,Coolant loop adjustment reduced chamber temperature spread.
+44825,2024-06-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44826,2024-06-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.605,False,Unbalanced load introduced cyclical pressure ripple.
+44827,2024-06-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Thermal overshoot event coincided with recipe change on furnace.
+44828,2024-06-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.911,False,Humidity excursion near finishing booth during coating run.
+44829,2024-06-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Hydraulic line pressure oscillation detected under load.
+44830,2024-06-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.209,False,Vibration baseline recovered after tool holder replacement.
+44831,2024-06-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.395,False,Transient outlier matched forklift impact near cabinet wall.
+44832,2024-06-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.196,False,Calibration check overdue by 11 days for press-line transducer.
+44833,2024-06-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44834,2024-06-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.322,False,Vibration harmonics broadened during extended production run.
+44835,2024-06-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.679,False,Air handler maintenance reduced humidity variance on finishing line.
+44836,2024-06-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.058,False,Telemetry quality flag downgraded during sensor self-test window.
+44837,2024-06-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44838,2024-06-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.295,False,Vibration harmonics broadened during extended production run.
+44839,2024-06-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.198,False,Thermal ramp exceeded expected warmup curve before shift start.
+44840,2024-06-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.396,False,Thermal ramp exceeded expected warmup curve before shift start.
+44841,2024-06-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.602,False,Temperature remained elevated during unscheduled overtime run.
+44842,2024-06-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.268,False,Vibration burst exceeds envelope during tool change cycle.
+44843,2024-06-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Anomaly review flagged possible bearing wear progression.
+44844,2024-06-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.57,False,Humidity excursion near finishing booth during coating run.
+44845,2024-06-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Maintenance crew confirmed lubrication interval was missed.
+44846,2024-06-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.101,False,Humidity readings track seasonal rise across late spring.
+44847,2024-06-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.808,False,Transient outlier matched forklift impact near cabinet wall.
+44848,2024-06-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.08,False,Sensor battery health remains nominal after firmware update.
+44849,2024-06-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Packaging line stop reduced adjacent vibration background.
+44850,2024-06-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.566,False,Anomaly review flagged possible bearing wear progression.
+44851,2024-06-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.956,False,Pressure line purge completed before restart authorization.
+44852,2024-06-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.416,False,Edge collector replayed buffered events after network recovery.
+44853,2024-06-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.723,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44854,2024-06-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.258,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44855,2024-06-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.562,False,Supervisory alert generated after three consecutive threshold breaches.
+44856,2024-06-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.92,False,Reliability engineer tagged sample window for model retraining.
+44857,2024-06-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Hydraulic line pressure oscillation detected under load.
+44858,2024-06-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.945,False,Anomaly review flagged possible bearing wear progression.
+44859,2024-06-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.043,False,Maintenance note logged for coupling imbalance inspection.
+44860,2024-06-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.764,False,Temperature remained elevated during unscheduled overtime run.
+44861,2024-06-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Vibration burst exceeds envelope during tool change cycle.
+44862,2024-06-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.129,False,Vibration burst exceeds envelope during tool change cycle.
+44863,2024-06-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Humidity climbed during dock-door open period in afternoon shift.
+44864,2024-06-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.287,False,Temporary gateway failover completed without data loss.
+44865,2024-06-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Dust extraction fan offline for 18 minutes on line finishing.
+44866,2024-06-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.936,False,Maintenance note logged for coupling imbalance inspection.
+44867,2024-06-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.985,False,Coolant loop adjustment reduced chamber temperature spread.
+44868,2024-06-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.004,False,Reliability engineer tagged sample window for model retraining.
+44869,2024-06-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Maintenance crew confirmed lubrication interval was missed.
+44870,2024-06-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.007,False,Pressure line purge completed before restart authorization.
+44871,2024-06-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.223,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44872,2024-06-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.848,False,Supervisory alert generated after three consecutive threshold breaches.
+44873,2024-06-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+44874,2024-06-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.496,False,Vibration harmonics broadened during extended production run.
+44875,2024-06-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+44876,2024-06-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.884,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44877,2024-06-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.463,False,Operator reported intermittent chatter on machine CNC-04.
+44878,2024-06-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.809,False,Humidity climbed during dock-door open period in afternoon shift.
+44879,2024-06-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Air handler maintenance reduced humidity variance on finishing line.
+44880,2024-06-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.956,False,Dust extraction fan offline for 18 minutes on line finishing.
+44881,2024-06-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Hydraulic line pressure oscillation detected under load.
+44882,2024-06-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.521,False,Humidity climbed during dock-door open period in afternoon shift.
+44883,2024-06-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.051,False,Bearing temperature rising faster than baseline on spindle cell.
+44884,2024-06-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.81,False,Shift handoff note referenced unusual noise near press enclosure.
+44885,2024-06-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.11,False,Packaging line stop reduced adjacent vibration background.
+44886,2024-06-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.353,False,Warning threshold updated for pilot predictive-maintenance model.
+44887,2024-06-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.942,False,Night shift startup produced higher than normal vibration floor.
+44888,2024-06-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.195,False,Vibration baseline recovered after tool holder replacement.
+44889,2024-06-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.481,False,Air handler maintenance reduced humidity variance on finishing line.
+44890,2024-06-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.123,False,Vibration baseline recovered after tool holder replacement.
+44891,2024-06-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.555,False,Sensor battery health remains nominal after firmware update.
+44892,2024-06-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.848,False,Maintenance note logged for coupling imbalance inspection.
+44893,2024-06-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Humidity baseline improved after seal replacement.
+44894,2024-06-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.631,False,Sensor 3 drift suspected after cross-check with manual gauge.
+44895,2024-06-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.612,False,Sensor enclosure opened for manual calibration verification.
+44896,2024-06-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.084,False,Calibration check overdue by 11 days for press-line transducer.
+44897,2024-06-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.026,False,Transient outlier matched forklift impact near cabinet wall.
+44898,2024-06-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.128,False,Telemetry quality flag downgraded during sensor self-test window.
+44899,2024-06-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Vibration baseline recovered after tool holder replacement.
+44900,2024-06-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.423,False,Anomaly review flagged possible bearing wear progression.
+44901,2024-06-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Temporary gateway failover completed without data loss.
+44902,2024-06-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.253,False,Sensor enclosure opened for manual calibration verification.
+44903,2024-06-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.675,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44904,2024-06-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.354,False,Sensor battery health remains nominal after firmware update.
+44905,2024-06-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.196,False,Reliability engineer tagged sample window for model retraining.
+44906,2024-06-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.401,False,Humidity baseline improved after seal replacement.
+44907,2024-06-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.875,False,Supervisory alert generated after three consecutive threshold breaches.
+44908,2024-06-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.795,False,Machine throughput increase drove sustained pressure uplift.
+44909,2024-06-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Pressure settled back to nominal after valve reseat.
+44910,2024-06-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.981,False,Dust extraction fan offline for 18 minutes on line finishing.
+44911,2024-06-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.421,False,Operator reset acknowledged after red-tag inspection.
+44912,2024-06-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.893,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44913,2024-06-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Maintenance crew confirmed lubrication interval was missed.
+44914,2024-06-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Sensor signal clipping observed during startup surge.
+44915,2024-06-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Vibration baseline recovered after tool holder replacement.
+44916,2024-06-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.902,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44917,2024-06-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.833,False,Maintenance note logged for coupling imbalance inspection.
+44918,2024-06-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.724,False,Sensor heartbeat delayed by one interval after gateway retry.
+44919,2024-06-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Dust extraction fan offline for 18 minutes on line finishing.
+44920,2024-06-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.594,False,Sensor heartbeat delayed by one interval after gateway retry.
+44921,2024-06-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Sensor battery health remains nominal after firmware update.
+44922,2024-06-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.589,False,Maintenance scheduler deferred calibration due to spare shortage.
+44923,2024-06-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.996,False,Sensor heartbeat delayed by one interval after gateway retry.
+44924,2024-06-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.349,False,Pressure settled back to nominal after valve reseat.
+44925,2024-06-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.247,False,Bearing temperature rising faster than baseline on spindle cell.
+44926,2024-06-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.675,False,Condensation warning cleared after dehumidifier ramp-up.
+44927,2024-06-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.741,False,Night shift startup produced higher than normal vibration floor.
+44928,2024-06-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.925,False,Air handler maintenance reduced humidity variance on finishing line.
+44929,2024-06-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.155,False,Transient outlier matched forklift impact near cabinet wall.
+44930,2024-06-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.539,False,Reliability engineer tagged sample window for model retraining.
+44931,2024-06-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Condensation warning cleared after dehumidifier ramp-up.
+44932,2024-06-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.732,False,Coolant loop adjustment reduced chamber temperature spread.
+44933,2024-06-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.297,False,Transient outlier matched forklift impact near cabinet wall.
+44934,2024-06-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.294,False,Short-lived packet loss observed at edge gateway gw-02.
+44935,2024-06-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.566,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44936,2024-06-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.303,False,Telemetry quality flag downgraded during sensor self-test window.
+44937,2024-06-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Sensor signal clipping observed during startup surge.
+44938,2024-06-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.276,False,Humidity baseline improved after seal replacement.
+44939,2024-06-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.836,False,Edge collector replayed buffered events after network recovery.
+44940,2024-06-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.103,False,Bearing temperature rising faster than baseline on spindle cell.
+44941,2024-06-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Temperature remained elevated during unscheduled overtime run.
+44942,2024-06-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.579,False,Humidity climbed during dock-door open period in afternoon shift.
+44943,2024-06-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.794,False,Pressure peak corresponds to oversized billet batch processing.
+44944,2024-06-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.16,False,Sensor signal clipping observed during startup surge.
+44945,2024-06-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.971,False,Air handler maintenance reduced humidity variance on finishing line.
+44946,2024-06-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.081,False,Vibration baseline recovered after tool holder replacement.
+44947,2024-06-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.898,False,Unbalanced load introduced cyclical pressure ripple.
+44948,2024-06-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.388,False,Coolant loop adjustment reduced chamber temperature spread.
+44949,2024-06-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.994,False,Coolant loop adjustment reduced chamber temperature spread.
+44950,2024-06-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.981,False,Humidity readings track seasonal rise across late spring.
+44951,2024-06-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.498,False,Temperature remained elevated during unscheduled overtime run.
+44952,2024-06-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.648,False,Air handler maintenance reduced humidity variance on finishing line.
+44953,2024-06-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.568,False,Coolant loop adjustment reduced chamber temperature spread.
+44954,2024-06-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.447,False,Operator reset acknowledged after red-tag inspection.
+44955,2024-06-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44956,2024-06-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.516,False,Hydraulic line pressure oscillation detected under load.
+44957,2024-06-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+44958,2024-06-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.117,False,Thermal ramp exceeded expected warmup curve before shift start.
+44959,2024-06-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Quality hold reduced finishing booth activity for one shift.
+44960,2024-06-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.463,False,Coolant loop adjustment reduced chamber temperature spread.
+44961,2024-06-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Warning threshold updated for pilot predictive-maintenance model.
+44962,2024-06-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.947,False,Humidity excursion near finishing booth during coating run.
+44963,2024-06-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.255,False,Air handler maintenance reduced humidity variance on finishing line.
+44964,2024-06-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.413,False,Maintenance note logged for coupling imbalance inspection.
+44965,2024-06-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.475,False,Ambient temperature stabilized after HVAC stage-two engagement.
+44966,2024-06-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.164,False,Anomaly review flagged possible bearing wear progression.
+44967,2024-06-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Press cycle dwell time lengthened during high-volume batch.
+44968,2024-06-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.779,False,Pressure settled back to nominal after valve reseat.
+44969,2024-06-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Temperature variance narrowed after coolant nozzle cleaning.
+44970,2024-06-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.074,False,Vibration harmonics broadened during extended production run.
+44971,2024-06-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.982,False,Quality hold reduced finishing booth activity for one shift.
+44972,2024-06-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.625,False,Temperature variance narrowed after coolant nozzle cleaning.
+44973,2024-06-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.008,False,Edge collector replayed buffered events after network recovery.
+44974,2024-06-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.749,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44975,2024-06-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.414,False,Transient outlier matched forklift impact near cabinet wall.
+44976,2024-06-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.555,False,Machine idle period extended during planned sanitation window.
+44977,2024-06-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.152,False,Warning threshold updated for pilot predictive-maintenance model.
+44978,2024-06-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.922,False,Heat-treat furnace door cycling increased localized temperature spikes.
+44979,2024-06-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.641,False,Sensor battery health remains nominal after firmware update.
+44980,2024-06-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.166,False,Sensor enclosure opened for manual calibration verification.
+44981,2024-06-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.568,False,Vibration baseline recovered after tool holder replacement.
+44982,2024-06-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.18,False,Humidity excursion near finishing booth during coating run.
+44983,2024-06-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.989,False,Humidity climbed during dock-door open period in afternoon shift.
+44984,2024-06-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.127,False,Compressed air fluctuation introduced pressure noise for two cycles.
+44985,2024-06-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Reliability engineer tagged sample window for model retraining.
+44986,2024-06-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.063,False,Transient outlier matched forklift impact near cabinet wall.
+44987,2024-06-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.638,False,Temperature variance narrowed after coolant nozzle cleaning.
+44988,2024-06-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.811,False,Calibration check overdue by 11 days for press-line transducer.
+44989,2024-06-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Vibration burst exceeds envelope during tool change cycle.
+44990,2024-06-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.011,False,Air handler maintenance reduced humidity variance on finishing line.
+44991,2024-06-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.969,False,Bearing temperature rising faster than baseline on spindle cell.
+44992,2024-06-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.476,False,Maintenance crew confirmed lubrication interval was missed.
+44993,2024-06-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Vibration burst exceeds envelope during tool change cycle.
+44994,2024-06-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.198,False,Coolant loop adjustment reduced chamber temperature spread.
+44995,2024-06-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Pressure line purge completed before restart authorization.
+44996,2024-06-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.49,False,Vibration harmonics broadened during extended production run.
+44997,2024-06-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.413,False,Humidity climbed during dock-door open period in afternoon shift.
+44998,2024-06-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.067,False,Humidity excursion near finishing booth during coating run.
+44999,2024-06-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.522,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45000,2024-06-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.89,False,Vibration baseline recovered after tool holder replacement.
+45001,2024-06-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.468,False,Temporary gateway failover completed without data loss.
+45002,2024-06-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.77,False,Shift handoff note referenced unusual noise near press enclosure.
+45003,2024-06-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.892,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45004,2024-06-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.263,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45005,2024-06-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.619,False,Shift handoff note referenced unusual noise near press enclosure.
+45006,2024-06-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.255,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45007,2024-06-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.139,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45008,2024-06-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.326,False,Operator reported intermittent chatter on machine CNC-04.
+45009,2024-06-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.351,False,Pressure settled back to nominal after valve reseat.
+45010,2024-06-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.055,False,Operator reported intermittent chatter on machine CNC-04.
+45011,2024-06-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.42,False,Temperature variance narrowed after coolant nozzle cleaning.
+45012,2024-06-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.294,False,Thermal overshoot event coincided with recipe change on furnace.
+45013,2024-06-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Operator reset acknowledged after red-tag inspection.
+45014,2024-06-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.193,False,Operator reset acknowledged after red-tag inspection.
+45015,2024-06-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.441,False,Operator reported intermittent chatter on machine CNC-04.
+45016,2024-06-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.06,False,Condensation warning cleared after dehumidifier ramp-up.
+45017,2024-06-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.775,False,Operator reported intermittent chatter on machine CNC-04.
+45018,2024-06-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.857,False,Press cycle dwell time lengthened during high-volume batch.
+45019,2024-06-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.036,False,Temperature variance narrowed after coolant nozzle cleaning.
+45020,2024-06-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.36,False,Machine throughput increase drove sustained pressure uplift.
+45021,2024-06-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.961,False,Vibration burst exceeds envelope during tool change cycle.
+45022,2024-06-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.715,False,Air handler maintenance reduced humidity variance on finishing line.
+45023,2024-06-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.388,False,Sensor signal clipping observed during startup surge.
+45024,2024-06-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.982,False,Pressure line purge completed before restart authorization.
+45025,2024-06-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.342,False,Maintenance note logged for coupling imbalance inspection.
+45026,2024-06-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.699,False,Temperature remained elevated during unscheduled overtime run.
+45027,2024-06-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.514,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45028,2024-06-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.195,False,Warning threshold updated for pilot predictive-maintenance model.
+45029,2024-06-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.278,False,Humidity climbed during dock-door open period in afternoon shift.
+45030,2024-06-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.63,False,Operator reset acknowledged after red-tag inspection.
+45031,2024-06-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Sensor signal clipping observed during startup surge.
+45032,2024-06-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.283,False,Sensor battery health remains nominal after firmware update.
+45033,2024-06-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.784,False,Maintenance note logged for coupling imbalance inspection.
+45034,2024-06-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.123,False,Bearing temperature rising faster than baseline on spindle cell.
+45035,2024-06-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Temperature remained elevated during unscheduled overtime run.
+45036,2024-06-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.077,False,Warning threshold updated for pilot predictive-maintenance model.
+45037,2024-06-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,SCADA backfill inserted two delayed telemetry points.
+45038,2024-06-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.874,False,Maintenance crew confirmed lubrication interval was missed.
+45039,2024-06-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.207,False,Calibration check overdue by 11 days for press-line transducer.
+45040,2024-06-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.321,False,Dust extraction fan offline for 18 minutes on line finishing.
+45041,2024-06-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration baseline recovered after tool holder replacement.
+45042,2024-06-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.392,False,Transient outlier matched forklift impact near cabinet wall.
+45043,2024-06-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.732,False,Sensor enclosure opened for manual calibration verification.
+45044,2024-06-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.297,False,Vibration harmonics broadened during extended production run.
+45045,2024-06-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Bearing temperature rising faster than baseline on spindle cell.
+45046,2024-06-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.992,False,Unbalanced load introduced cyclical pressure ripple.
+45047,2024-06-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.732,False,Machine idle period extended during planned sanitation window.
+45048,2024-06-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.65,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45049,2024-06-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.433,False,Press cycle dwell time lengthened during high-volume batch.
+45050,2024-06-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.673,False,Sensor enclosure opened for manual calibration verification.
+45051,2024-06-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Reliability engineer tagged sample window for model retraining.
+45052,2024-06-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.519,False,Vibration harmonics broadened during extended production run.
+45053,2024-06-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.81,False,Maintenance note logged for coupling imbalance inspection.
+45054,2024-06-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.347,False,Unbalanced load introduced cyclical pressure ripple.
+45055,2024-06-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.285,False,Short-lived packet loss observed at edge gateway gw-02.
+45056,2024-06-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.442,False,Temperature variance narrowed after coolant nozzle cleaning.
+45057,2024-06-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Night shift startup produced higher than normal vibration floor.
+45058,2024-06-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.711,False,Sensor signal clipping observed during startup surge.
+45059,2024-06-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.381,False,Anomaly review flagged possible bearing wear progression.
+45060,2024-06-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.522,False,Night shift startup produced higher than normal vibration floor.
+45061,2024-06-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Temporary gateway failover completed without data loss.
+45062,2024-06-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.702,False,Machine idle period extended during planned sanitation window.
+45063,2024-06-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.429,False,Thermal overshoot event coincided with recipe change on furnace.
+45064,2024-06-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.213,False,Bearing temperature rising faster than baseline on spindle cell.
+45065,2024-06-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.713,False,Operator reset acknowledged after red-tag inspection.
+45066,2024-06-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.357,False,Maintenance scheduler deferred calibration due to spare shortage.
+45067,2024-06-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.51,False,Dust extraction fan offline for 18 minutes on line finishing.
+45068,2024-06-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.353,False,Shift handoff note referenced unusual noise near press enclosure.
+45069,2024-06-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45070,2024-06-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.772,False,Operator reset acknowledged after red-tag inspection.
+45071,2024-06-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.847,False,Humidity climbed during dock-door open period in afternoon shift.
+45072,2024-06-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.991,False,Machine throughput increase drove sustained pressure uplift.
+45073,2024-06-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.646,False,Warning threshold updated for pilot predictive-maintenance model.
+45074,2024-06-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.555,False,SCADA backfill inserted two delayed telemetry points.
+45075,2024-06-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Press cycle dwell time lengthened during high-volume batch.
+45076,2024-06-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.479,False,Humidity baseline improved after seal replacement.
+45077,2024-06-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.548,False,Thermal overshoot event coincided with recipe change on furnace.
+45078,2024-06-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.527,False,Sensor enclosure opened for manual calibration verification.
+45079,2024-06-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.008,False,Maintenance scheduler deferred calibration due to spare shortage.
+45080,2024-06-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.307,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45081,2024-06-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.97,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45082,2024-06-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.735,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45083,2024-06-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.953,False,Edge collector replayed buffered events after network recovery.
+45084,2024-06-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.475,False,Operator reset acknowledged after red-tag inspection.
+45085,2024-06-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.893,False,Pressure line purge completed before restart authorization.
+45086,2024-06-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.333,False,Humidity baseline improved after seal replacement.
+45087,2024-06-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Supervisory alert generated after three consecutive threshold breaches.
+45088,2024-06-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.353,False,Sensor heartbeat delayed by one interval after gateway retry.
+45089,2024-06-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.579,False,Sensor battery health remains nominal after firmware update.
+45090,2024-06-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.581,False,Maintenance note logged for coupling imbalance inspection.
+45091,2024-06-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Vibration baseline recovered after tool holder replacement.
+45092,2024-06-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.677,False,Vibration harmonics broadened during extended production run.
+45093,2024-06-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Press cycle dwell time lengthened during high-volume batch.
+45094,2024-06-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.608,False,Dust extraction fan offline for 18 minutes on line finishing.
+45095,2024-06-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.073,False,Vibration burst exceeds envelope during tool change cycle.
+45096,2024-06-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.902,False,Coolant loop adjustment reduced chamber temperature spread.
+45097,2024-06-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.069,False,Humidity readings track seasonal rise across late spring.
+45098,2024-06-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.625,False,Humidity excursion near finishing booth during coating run.
+45099,2024-06-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.668,False,Unbalanced load introduced cyclical pressure ripple.
+45100,2024-06-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.452,False,Air handler maintenance reduced humidity variance on finishing line.
+45101,2024-06-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.602,False,Maintenance note logged for coupling imbalance inspection.
+45102,2024-06-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.129,False,Temperature variance narrowed after coolant nozzle cleaning.
+45103,2024-06-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Machine idle period extended during planned sanitation window.
+45104,2024-06-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.182,False,Temporary gateway failover completed without data loss.
+45105,2024-06-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.791,False,Temperature variance narrowed after coolant nozzle cleaning.
+45106,2024-06-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.181,False,Pressure peak corresponds to oversized billet batch processing.
+45107,2024-06-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Sensor signal clipping observed during startup surge.
+45108,2024-06-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.68,False,Temperature variance narrowed after coolant nozzle cleaning.
+45109,2024-06-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.248,False,Hydraulic line pressure oscillation detected under load.
+45110,2024-06-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.997,False,Transient outlier matched forklift impact near cabinet wall.
+45111,2024-06-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.539,False,Maintenance crew confirmed lubrication interval was missed.
+45112,2024-06-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.791,False,Calibration check overdue by 11 days for press-line transducer.
+45113,2024-06-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.186,False,Vibration burst exceeds envelope during tool change cycle.
+45114,2024-06-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.649,False,Shift handoff note referenced unusual noise near press enclosure.
+45115,2024-06-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Telemetry quality flag downgraded during sensor self-test window.
+45116,2024-06-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.882,False,Anomaly review flagged possible bearing wear progression.
+45117,2024-06-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Humidity excursion near finishing booth during coating run.
+45118,2024-06-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.845,False,Pressure line purge completed before restart authorization.
+45119,2024-06-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.973,False,Anomaly review flagged possible bearing wear progression.
+45120,2024-06-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.153,False,Thermal overshoot event coincided with recipe change on furnace.
+45121,2024-06-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45122,2024-06-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Night shift startup produced higher than normal vibration floor.
+45123,2024-06-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Humidity baseline improved after seal replacement.
+45124,2024-06-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.027,False,Telemetry quality flag downgraded during sensor self-test window.
+45125,2024-06-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Operator reported intermittent chatter on machine CNC-04.
+45126,2024-06-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.659,False,Quality hold reduced finishing booth activity for one shift.
+45127,2024-06-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45128,2024-06-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.069,False,Dust extraction fan offline for 18 minutes on line finishing.
+45129,2024-06-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Temperature variance narrowed after coolant nozzle cleaning.
+45130,2024-06-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.171,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45131,2024-06-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.144,False,Condensation warning cleared after dehumidifier ramp-up.
+45132,2024-06-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.791,False,Vibration burst exceeds envelope during tool change cycle.
+45133,2024-06-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Humidity excursion near finishing booth during coating run.
+45134,2024-06-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.487,False,Bearing temperature rising faster than baseline on spindle cell.
+45135,2024-06-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.965,False,Dust extraction fan offline for 18 minutes on line finishing.
+45136,2024-06-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.837,False,Anomaly review flagged possible bearing wear progression.
+45137,2024-06-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.168,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45138,2024-06-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.029,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45139,2024-06-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Maintenance note logged for coupling imbalance inspection.
+45140,2024-06-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.54,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45141,2024-06-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Machine idle period extended during planned sanitation window.
+45142,2024-06-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.365,False,Machine throughput increase drove sustained pressure uplift.
+45143,2024-06-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.875,False,Coolant loop adjustment reduced chamber temperature spread.
+45144,2024-06-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.073,False,Pressure peak corresponds to oversized billet batch processing.
+45145,2024-06-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.43,False,Reliability engineer tagged sample window for model retraining.
+45146,2024-06-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.77,False,Humidity readings track seasonal rise across late spring.
+45147,2024-06-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.739,False,Vibration burst exceeds envelope during tool change cycle.
+45148,2024-06-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.864,False,Thermal overshoot event coincided with recipe change on furnace.
+45149,2024-06-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.873,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45150,2024-06-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.997,False,Humidity readings track seasonal rise across late spring.
+45151,2024-06-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.316,False,Machine throughput increase drove sustained pressure uplift.
+45152,2024-06-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.356,False,Pressure peak corresponds to oversized billet batch processing.
+45153,2024-06-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Operator reset acknowledged after red-tag inspection.
+45154,2024-06-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.977,False,Vibration baseline recovered after tool holder replacement.
+45155,2024-06-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Temperature variance narrowed after coolant nozzle cleaning.
+45156,2024-06-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.444,False,Temporary gateway failover completed without data loss.
+45157,2024-06-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.775,False,Maintenance scheduler deferred calibration due to spare shortage.
+45158,2024-06-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.31,False,Night shift startup produced higher than normal vibration floor.
+45159,2024-06-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.255,False,Shift handoff note referenced unusual noise near press enclosure.
+45160,2024-06-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.78,False,Bearing temperature rising faster than baseline on spindle cell.
+45161,2024-06-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.91,False,Bearing temperature rising faster than baseline on spindle cell.
+45162,2024-06-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.28,False,Calibration check overdue by 11 days for press-line transducer.
+45163,2024-06-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Unbalanced load introduced cyclical pressure ripple.
+45164,2024-06-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.963,False,Vibration burst exceeds envelope during tool change cycle.
+45165,2024-06-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.015,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45166,2024-06-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.801,False,Night shift startup produced higher than normal vibration floor.
+45167,2024-06-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.724,False,Air handler maintenance reduced humidity variance on finishing line.
+45168,2024-06-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.419,False,Sensor signal clipping observed during startup surge.
+45169,2024-06-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.923,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45170,2024-06-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.141,False,Sensor battery health remains nominal after firmware update.
+45171,2024-06-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.387,False,Bearing temperature rising faster than baseline on spindle cell.
+45172,2024-06-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.613,False,Short-lived packet loss observed at edge gateway gw-02.
+45173,2024-06-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Machine throughput increase drove sustained pressure uplift.
+45174,2024-06-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45175,2024-06-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.401,False,Packaging line stop reduced adjacent vibration background.
+45176,2024-06-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.098,False,Unbalanced load introduced cyclical pressure ripple.
+45177,2024-06-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Temporary gateway failover completed without data loss.
+45178,2024-06-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.967,False,Temperature remained elevated during unscheduled overtime run.
+45179,2024-06-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Operator reported intermittent chatter on machine CNC-04.
+45180,2024-06-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.155,False,Supervisory alert generated after three consecutive threshold breaches.
+45181,2024-06-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.249,False,Air handler maintenance reduced humidity variance on finishing line.
+45182,2024-06-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.93,False,Pressure line purge completed before restart authorization.
+45183,2024-06-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.746,False,Night shift startup produced higher than normal vibration floor.
+45184,2024-06-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.931,False,Operator reset acknowledged after red-tag inspection.
+45185,2024-06-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.179,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45186,2024-06-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.205,False,Coolant loop adjustment reduced chamber temperature spread.
+45187,2024-06-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,False,Operator reported intermittent chatter on machine CNC-04.
+45188,2024-06-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.886,False,Supervisory alert generated after three consecutive threshold breaches.
+45189,2024-06-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45190,2024-06-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.974,False,Press cycle dwell time lengthened during high-volume batch.
+45191,2024-06-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Edge collector replayed buffered events after network recovery.
+45192,2024-06-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.256,False,SCADA backfill inserted two delayed telemetry points.
+45193,2024-06-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.992,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45194,2024-06-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.445,False,Shift handoff note referenced unusual noise near press enclosure.
+45195,2024-06-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.337,False,Pressure line purge completed before restart authorization.
+45196,2024-06-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.525,False,Condensation warning cleared after dehumidifier ramp-up.
+45197,2024-06-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.631,False,Edge collector replayed buffered events after network recovery.
+45198,2024-06-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.02,False,Telemetry quality flag downgraded during sensor self-test window.
+45199,2024-06-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Operator reset acknowledged after red-tag inspection.
+45200,2024-06-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.876,False,Thermal overshoot event coincided with recipe change on furnace.
+45201,2024-06-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45202,2024-06-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.036,False,Warning threshold updated for pilot predictive-maintenance model.
+45203,2024-06-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.538,False,Bearing temperature rising faster than baseline on spindle cell.
+45204,2024-06-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.937,False,Packaging line stop reduced adjacent vibration background.
+45205,2024-06-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Machine idle period extended during planned sanitation window.
+45206,2024-06-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.127,False,Sensor battery health remains nominal after firmware update.
+45207,2024-06-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Maintenance crew confirmed lubrication interval was missed.
+45208,2024-06-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.398,False,Operator reset acknowledged after red-tag inspection.
+45209,2024-06-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Calibration check overdue by 11 days for press-line transducer.
+45210,2024-06-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.305,False,Vibration baseline recovered after tool holder replacement.
+45211,2024-06-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.278,False,Vibration burst exceeds envelope during tool change cycle.
+45212,2024-06-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.277,False,Quality hold reduced finishing booth activity for one shift.
+45213,2024-06-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.311,False,Air handler maintenance reduced humidity variance on finishing line.
+45214,2024-06-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.171,False,Anomaly review flagged possible bearing wear progression.
+45215,2024-06-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.677,False,Night shift startup produced higher than normal vibration floor.
+45216,2024-06-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.57,False,Humidity readings track seasonal rise across late spring.
+45217,2024-06-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Warning threshold updated for pilot predictive-maintenance model.
+45218,2024-06-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.556,False,Maintenance crew confirmed lubrication interval was missed.
+45219,2024-06-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.885,False,Sensor enclosure opened for manual calibration verification.
+45220,2024-06-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.31,False,Night shift startup produced higher than normal vibration floor.
+45221,2024-06-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.829,False,Calibration check overdue by 11 days for press-line transducer.
+45222,2024-06-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.0,False,Edge collector replayed buffered events after network recovery.
+45223,2024-06-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.541,False,Machine throughput increase drove sustained pressure uplift.
+45224,2024-06-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.782,False,Shift handoff note referenced unusual noise near press enclosure.
+45225,2024-06-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Pressure line purge completed before restart authorization.
+45226,2024-06-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.586,False,Sensor heartbeat delayed by one interval after gateway retry.
+45227,2024-06-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45228,2024-06-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.785,False,Night shift startup produced higher than normal vibration floor.
+45229,2024-06-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Machine throughput increase drove sustained pressure uplift.
+45230,2024-06-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.136,False,Calibration check overdue by 11 days for press-line transducer.
+45231,2024-06-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Warning threshold updated for pilot predictive-maintenance model.
+45232,2024-06-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.068,False,Condensation warning cleared after dehumidifier ramp-up.
+45233,2024-06-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.505,False,Hydraulic line pressure oscillation detected under load.
+45234,2024-06-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.629,False,Humidity excursion near finishing booth during coating run.
+45235,2024-06-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.869,False,Coolant loop adjustment reduced chamber temperature spread.
+45236,2024-06-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.258,False,Thermal ramp exceeded expected warmup curve before shift start.
+45237,2024-06-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.674,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45238,2024-06-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.795,False,Machine throughput increase drove sustained pressure uplift.
+45239,2024-06-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Sensor heartbeat delayed by one interval after gateway retry.
+45240,2024-06-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.224,False,Sensor heartbeat delayed by one interval after gateway retry.
+45241,2024-06-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.578,False,Vibration burst exceeds envelope during tool change cycle.
+45242,2024-06-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.279,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45243,2024-06-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.679,False,Humidity baseline improved after seal replacement.
+45244,2024-06-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.886,False,Sensor signal clipping observed during startup surge.
+45245,2024-06-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Packaging line stop reduced adjacent vibration background.
+45246,2024-06-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.157,False,Maintenance crew confirmed lubrication interval was missed.
+45247,2024-06-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Humidity climbed during dock-door open period in afternoon shift.
+45248,2024-06-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.993,False,Humidity excursion near finishing booth during coating run.
+45249,2024-06-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Transient outlier matched forklift impact near cabinet wall.
+45250,2024-06-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.153,False,Temporary gateway failover completed without data loss.
+45251,2024-06-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.789,False,Maintenance scheduler deferred calibration due to spare shortage.
+45252,2024-06-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.572,False,Vibration harmonics broadened during extended production run.
+45253,2024-06-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Humidity baseline improved after seal replacement.
+45254,2024-06-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.847,False,Quality team requested trace review for lot 24-118B.
+45255,2024-06-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.553,False,Sensor enclosure opened for manual calibration verification.
+45256,2024-06-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.618,False,Transient outlier matched forklift impact near cabinet wall.
+45257,2024-06-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.302,False,Sensor heartbeat delayed by one interval after gateway retry.
+45258,2024-06-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.808,False,Press cycle dwell time lengthened during high-volume batch.
+45259,2024-06-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.784,False,Maintenance crew confirmed lubrication interval was missed.
+45260,2024-06-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.709,False,Press cycle dwell time lengthened during high-volume batch.
+45261,2024-06-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.406,False,Pressure peak corresponds to oversized billet batch processing.
+45262,2024-06-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.03,False,Condensation warning cleared after dehumidifier ramp-up.
+45263,2024-06-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Sensor heartbeat delayed by one interval after gateway retry.
+45264,2024-06-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.065,False,Hydraulic line pressure oscillation detected under load.
+45265,2024-06-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.106,False,Shift handoff note referenced unusual noise near press enclosure.
+45266,2024-06-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.505,False,Pressure peak corresponds to oversized billet batch processing.
+45267,2024-06-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.489,False,Maintenance note logged for coupling imbalance inspection.
+45268,2024-06-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.092,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45269,2024-06-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Temperature remained elevated during unscheduled overtime run.
+45270,2024-06-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.24,False,Edge collector replayed buffered events after network recovery.
+45271,2024-06-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.107,False,Maintenance scheduler deferred calibration due to spare shortage.
+45272,2024-06-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.246,False,Humidity climbed during dock-door open period in afternoon shift.
+45273,2024-06-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.463,False,Quality hold reduced finishing booth activity for one shift.
+45274,2024-06-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.451,False,Sensor signal clipping observed during startup surge.
+45275,2024-06-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.832,False,Operator reported intermittent chatter on machine CNC-04.
+45276,2024-06-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.489,False,Condensation warning cleared after dehumidifier ramp-up.
+45277,2024-06-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.448,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45278,2024-06-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.683,False,Packaging line stop reduced adjacent vibration background.
+45279,2024-06-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.878,False,Temperature remained elevated during unscheduled overtime run.
+45280,2024-06-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.116,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45281,2024-06-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.172,False,Telemetry quality flag downgraded during sensor self-test window.
+45282,2024-06-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.938,False,Maintenance crew confirmed lubrication interval was missed.
+45283,2024-06-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,Vibration burst exceeds envelope during tool change cycle.
+45284,2024-06-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.885,False,Transient outlier matched forklift impact near cabinet wall.
+45285,2024-06-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.959,False,Thermal ramp exceeded expected warmup curve before shift start.
+45286,2024-06-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.547,False,Telemetry quality flag downgraded during sensor self-test window.
+45287,2024-06-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.809,False,Packaging line stop reduced adjacent vibration background.
+45288,2024-06-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.735,False,Temperature remained elevated during unscheduled overtime run.
+45289,2024-06-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.986,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45290,2024-06-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45291,2024-06-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.939,False,Machine throughput increase drove sustained pressure uplift.
+45292,2024-06-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.996,False,Quality team requested trace review for lot 24-118B.
+45293,2024-06-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Operator reported intermittent chatter on machine CNC-04.
+45294,2024-06-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.016,False,Quality team requested trace review for lot 24-118B.
+45295,2024-06-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Thermal ramp exceeded expected warmup curve before shift start.
+45296,2024-06-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.924,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45297,2024-06-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Short-lived packet loss observed at edge gateway gw-02.
+45298,2024-06-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.886,False,Short-lived packet loss observed at edge gateway gw-02.
+45299,2024-06-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.635,False,Shift handoff note referenced unusual noise near press enclosure.
+45300,2024-06-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.767,False,Shift handoff note referenced unusual noise near press enclosure.
+45301,2024-06-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Maintenance scheduler deferred calibration due to spare shortage.
+45302,2024-06-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.627,False,Short-lived packet loss observed at edge gateway gw-02.
+45303,2024-06-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Anomaly review flagged possible bearing wear progression.
+45304,2024-06-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.968,False,Warning threshold updated for pilot predictive-maintenance model.
+45305,2024-06-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.637,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45306,2024-06-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.861,False,Pressure peak corresponds to oversized billet batch processing.
+45307,2024-06-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.016,False,Pressure settled back to nominal after valve reseat.
+45308,2024-06-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.751,False,Vibration burst exceeds envelope during tool change cycle.
+45309,2024-06-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Temporary gateway failover completed without data loss.
+45310,2024-06-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.081,False,Pressure line purge completed before restart authorization.
+45311,2024-06-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Machine throughput increase drove sustained pressure uplift.
+45312,2024-06-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.228,False,Edge collector replayed buffered events after network recovery.
+45313,2024-06-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Pressure settled back to nominal after valve reseat.
+45314,2024-06-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.608,False,Humidity readings track seasonal rise across late spring.
+45315,2024-06-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.406,False,Operator reported intermittent chatter on machine CNC-04.
+45316,2024-06-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.367,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45317,2024-06-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.009,False,Temperature remained elevated during unscheduled overtime run.
+45318,2024-06-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.433,False,Sensor enclosure opened for manual calibration verification.
+45319,2024-06-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.097,False,Thermal ramp exceeded expected warmup curve before shift start.
+45320,2024-06-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.669,False,Sensor heartbeat delayed by one interval after gateway retry.
+45321,2024-06-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Reliability engineer tagged sample window for model retraining.
+45322,2024-06-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.333,False,Telemetry quality flag downgraded during sensor self-test window.
+45323,2024-06-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Vibration harmonics broadened during extended production run.
+45324,2024-06-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.014,False,Machine idle period extended during planned sanitation window.
+45325,2024-06-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.018,False,Vibration baseline recovered after tool holder replacement.
+45326,2024-06-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.349,False,Maintenance scheduler deferred calibration due to spare shortage.
+45327,2024-06-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.896,False,Dust extraction fan offline for 18 minutes on line finishing.
+45328,2024-06-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.65,False,Calibration check overdue by 11 days for press-line transducer.
+45329,2024-06-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Sensor battery health remains nominal after firmware update.
+45330,2024-06-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.534,False,Hydraulic line pressure oscillation detected under load.
+45331,2024-06-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.727,False,Pressure line purge completed before restart authorization.
+45332,2024-06-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.787,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45333,2024-06-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.852,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45334,2024-06-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.333,False,Supervisory alert generated after three consecutive threshold breaches.
+45335,2024-06-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Maintenance scheduler deferred calibration due to spare shortage.
+45336,2024-06-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.16,False,Humidity climbed during dock-door open period in afternoon shift.
+45337,2024-06-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.325,False,Temperature remained elevated during unscheduled overtime run.
+45338,2024-06-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.214,False,Sensor battery health remains nominal after firmware update.
+45339,2024-06-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.81,False,Coolant loop adjustment reduced chamber temperature spread.
+45340,2024-06-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.302,False,Pressure settled back to nominal after valve reseat.
+45341,2024-06-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.85,False,Air handler maintenance reduced humidity variance on finishing line.
+45342,2024-06-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.483,False,Supervisory alert generated after three consecutive threshold breaches.
+45343,2024-06-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.662,False,Packaging line stop reduced adjacent vibration background.
+45344,2024-06-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.575,False,Operator reported intermittent chatter on machine CNC-04.
+45345,2024-06-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
+45346,2024-06-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.043,False,Maintenance note logged for coupling imbalance inspection.
+45347,2024-06-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.613,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45348,2024-06-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.539,False,Vibration harmonics broadened during extended production run.
+45349,2024-06-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.697,False,Hydraulic line pressure oscillation detected under load.
+45350,2024-06-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.281,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45351,2024-06-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Hydraulic line pressure oscillation detected under load.
+45352,2024-06-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.495,False,Operator reported intermittent chatter on machine CNC-04.
+45353,2024-06-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.716,False,Warning threshold updated for pilot predictive-maintenance model.
+45354,2024-06-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.574,False,Temperature remained elevated during unscheduled overtime run.
+45355,2024-06-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.573,False,Temperature remained elevated during unscheduled overtime run.
+45356,2024-06-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.847,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45357,2024-06-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Vibration baseline recovered after tool holder replacement.
+45358,2024-06-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.006,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45359,2024-06-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.25,False,Anomaly review flagged possible bearing wear progression.
+45360,2024-06-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.316,False,Pressure peak corresponds to oversized billet batch processing.
+45361,2024-06-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.088,False,Calibration check overdue by 11 days for press-line transducer.
+45362,2024-06-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.147,False,Hydraulic line pressure oscillation detected under load.
+45363,2024-06-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.735,False,Temperature remained elevated during unscheduled overtime run.
+45364,2024-06-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.331,False,Packaging line stop reduced adjacent vibration background.
+45365,2024-06-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.936,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45366,2024-06-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.598,False,Vibration burst exceeds envelope during tool change cycle.
+45367,2024-06-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Hydraulic line pressure oscillation detected under load.
+45368,2024-06-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.787,False,Dust extraction fan offline for 18 minutes on line finishing.
+45369,2024-06-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,SCADA backfill inserted two delayed telemetry points.
+45370,2024-06-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.567,False,Quality team requested trace review for lot 24-118B.
+45371,2024-06-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Short-lived packet loss observed at edge gateway gw-02.
+45372,2024-06-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.88,False,Bearing temperature rising faster than baseline on spindle cell.
+45373,2024-06-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Sensor heartbeat delayed by one interval after gateway retry.
+45374,2024-06-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.407,False,Warning threshold updated for pilot predictive-maintenance model.
+45375,2024-06-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Humidity excursion near finishing booth during coating run.
+45376,2024-06-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.379,False,Press cycle dwell time lengthened during high-volume batch.
+45377,2024-06-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.84,False,Supervisory alert generated after three consecutive threshold breaches.
+45378,2024-06-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.802,False,Condensation warning cleared after dehumidifier ramp-up.
+45379,2024-06-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Hydraulic line pressure oscillation detected under load.
+45380,2024-06-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.616,False,Unbalanced load introduced cyclical pressure ripple.
+45381,2024-06-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Packaging line stop reduced adjacent vibration background.
+45382,2024-06-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.931,False,Pressure settled back to nominal after valve reseat.
+45383,2024-06-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.155,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45384,2024-06-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.279,False,Operator reported intermittent chatter on machine CNC-04.
+45385,2024-06-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.671,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45386,2024-06-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.986,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45387,2024-06-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.569,False,Maintenance crew confirmed lubrication interval was missed.
+45388,2024-06-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.431,False,Humidity excursion near finishing booth during coating run.
+45389,2024-06-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Machine throughput increase drove sustained pressure uplift.
+45390,2024-06-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.305,False,Bearing temperature rising faster than baseline on spindle cell.
+45391,2024-06-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Machine idle period extended during planned sanitation window.
+45392,2024-06-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.952,False,Thermal overshoot event coincided with recipe change on furnace.
+45393,2024-06-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Short-lived packet loss observed at edge gateway gw-02.
+45394,2024-06-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.005,False,Maintenance scheduler deferred calibration due to spare shortage.
+45395,2024-06-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.216,False,Short-lived packet loss observed at edge gateway gw-02.
+45396,2024-06-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.374,False,Night shift startup produced higher than normal vibration floor.
+45397,2024-06-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Anomaly review flagged possible bearing wear progression.
+45398,2024-06-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.109,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45399,2024-06-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.601,False,Sensor enclosure opened for manual calibration verification.
+45400,2024-06-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.479,False,Maintenance scheduler deferred calibration due to spare shortage.
+45401,2024-06-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Unbalanced load introduced cyclical pressure ripple.
+45402,2024-06-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.353,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45403,2024-06-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.742,False,Edge collector replayed buffered events after network recovery.
+45404,2024-06-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.504,False,Unbalanced load introduced cyclical pressure ripple.
+45405,2024-06-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.275,False,Bearing temperature rising faster than baseline on spindle cell.
+45406,2024-06-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Sensor heartbeat delayed by one interval after gateway retry.
+45407,2024-06-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45408,2024-06-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.651,False,Short-lived packet loss observed at edge gateway gw-02.
+45409,2024-06-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Humidity excursion near finishing booth during coating run.
+45410,2024-06-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.38,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45411,2024-06-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Sensor heartbeat delayed by one interval after gateway retry.
+45412,2024-06-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.238,False,Calibration check overdue by 11 days for press-line transducer.
+45413,2024-06-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.97,False,Sensor battery health remains nominal after firmware update.
+45414,2024-06-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.696,False,Humidity excursion near finishing booth during coating run.
+45415,2024-06-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.843,False,Humidity climbed during dock-door open period in afternoon shift.
+45416,2024-06-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.081,False,Bearing temperature rising faster than baseline on spindle cell.
+45417,2024-06-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.62,False,Anomaly review flagged possible bearing wear progression.
+45418,2024-06-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.811,False,Maintenance scheduler deferred calibration due to spare shortage.
+45419,2024-06-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Dust extraction fan offline for 18 minutes on line finishing.
+45420,2024-06-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.898,False,Quality team requested trace review for lot 24-118B.
+45421,2024-06-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.968,False,Quality hold reduced finishing booth activity for one shift.
+45422,2024-06-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.231,False,Temperature variance narrowed after coolant nozzle cleaning.
+45423,2024-06-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.272,False,Bearing temperature rising faster than baseline on spindle cell.
+45424,2024-06-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.321,False,Condensation warning cleared after dehumidifier ramp-up.
+45425,2024-06-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Quality hold reduced finishing booth activity for one shift.
+45426,2024-06-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.464,False,Supervisory alert generated after three consecutive threshold breaches.
+45427,2024-06-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Edge collector replayed buffered events after network recovery.
+45428,2024-06-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.109,False,Bearing temperature rising faster than baseline on spindle cell.
+45429,2024-06-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,SCADA backfill inserted two delayed telemetry points.
+45430,2024-06-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.015,False,Coolant loop adjustment reduced chamber temperature spread.
+45431,2024-06-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.739,False,Sensor battery health remains nominal after firmware update.
+45432,2024-06-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,39.409,False,Reliability engineer tagged sample window for model retraining.
+45433,2024-06-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Temperature remained elevated during unscheduled overtime run.
+45434,2024-06-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.82,False,Thermal overshoot event coincided with recipe change on furnace.
+45435,2024-06-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.694,False,Machine idle period extended during planned sanitation window.
+45436,2024-06-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.594,False,Quality hold reduced finishing booth activity for one shift.
+45437,2024-06-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Reliability engineer tagged sample window for model retraining.
+45438,2024-06-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.121,False,Unbalanced load introduced cyclical pressure ripple.
+45439,2024-06-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.343,False,Operator reported intermittent chatter on machine CNC-04.
+45440,2024-06-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.597,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45441,2024-06-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.705,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45442,2024-06-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.138,False,Edge collector replayed buffered events after network recovery.
+45443,2024-06-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.234,False,Temporary gateway failover completed without data loss.
+45444,2024-06-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.846,False,Maintenance note logged for coupling imbalance inspection.
+45445,2024-06-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Thermal ramp exceeded expected warmup curve before shift start.
+45446,2024-06-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.964,False,Sensor signal clipping observed during startup surge.
+45447,2024-06-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.072,False,Reliability engineer tagged sample window for model retraining.
+45448,2024-06-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.733,False,SCADA backfill inserted two delayed telemetry points.
+45449,2024-06-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Humidity excursion near finishing booth during coating run.
+45450,2024-06-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.0,False,Quality team requested trace review for lot 24-118B.
+45451,2024-06-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Press cycle dwell time lengthened during high-volume batch.
+45452,2024-06-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.157,False,SCADA backfill inserted two delayed telemetry points.
+45453,2024-06-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Vibration harmonics broadened during extended production run.
+45454,2024-06-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.745,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45455,2024-06-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.757,False,Shift handoff note referenced unusual noise near press enclosure.
+45456,2024-06-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.816,False,Shift handoff note referenced unusual noise near press enclosure.
+45457,2024-06-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.092,False,Humidity excursion near finishing booth during coating run.
+45458,2024-06-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.288,False,Machine throughput increase drove sustained pressure uplift.
+45459,2024-06-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.646,False,Press cycle dwell time lengthened during high-volume batch.
+45460,2024-06-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Transient outlier matched forklift impact near cabinet wall.
+45461,2024-06-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Hydraulic line pressure oscillation detected under load.
+45462,2024-06-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.722,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45463,2024-06-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.283,False,Pressure settled back to nominal after valve reseat.
+45464,2024-06-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.965,False,Short-lived packet loss observed at edge gateway gw-02.
+45465,2024-06-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.098,False,Operator reported intermittent chatter on machine CNC-04.
+45466,2024-06-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.546,False,Sensor signal clipping observed during startup surge.
+45467,2024-06-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.536,False,Packaging line stop reduced adjacent vibration background.
+45468,2024-06-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.3,False,Air handler maintenance reduced humidity variance on finishing line.
+45469,2024-06-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Vibration burst exceeds envelope during tool change cycle.
+45470,2024-06-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.236,False,Shift handoff note referenced unusual noise near press enclosure.
+45471,2024-06-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45472,2024-06-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.683,False,Vibration baseline recovered after tool holder replacement.
+45473,2024-06-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.209,False,Sensor battery health remains nominal after firmware update.
+45474,2024-06-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.703,False,Quality hold reduced finishing booth activity for one shift.
+45475,2024-06-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.092,False,Edge collector replayed buffered events after network recovery.
+45476,2024-06-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.899,False,Temporary gateway failover completed without data loss.
+45477,2024-06-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.845,False,Dust extraction fan offline for 18 minutes on line finishing.
+45478,2024-06-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.905,False,Temperature remained elevated during unscheduled overtime run.
+45479,2024-06-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.933,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45480,2024-06-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.385,False,Bearing temperature rising faster than baseline on spindle cell.
+45481,2024-06-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Humidity baseline improved after seal replacement.
+45482,2024-06-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.767,False,Telemetry quality flag downgraded during sensor self-test window.
+45483,2024-06-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.785,False,Quality team requested trace review for lot 24-118B.
+45484,2024-06-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.609,False,Thermal ramp exceeded expected warmup curve before shift start.
+45485,2024-06-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45486,2024-06-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.155,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45487,2024-06-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Humidity excursion near finishing booth during coating run.
+45488,2024-06-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.215,False,Temperature variance narrowed after coolant nozzle cleaning.
+45489,2024-06-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.091,False,Anomaly review flagged possible bearing wear progression.
+45490,2024-06-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.351,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45491,2024-06-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.154,False,Operator reported intermittent chatter on machine CNC-04.
+45492,2024-06-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.058,False,Humidity excursion near finishing booth during coating run.
+45493,2024-06-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.002,False,Quality team requested trace review for lot 24-118B.
+45494,2024-06-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.613,False,Operator reported intermittent chatter on machine CNC-04.
+45495,2024-06-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.82,False,Sensor battery health remains nominal after firmware update.
+45496,2024-06-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.192,False,Pressure line purge completed before restart authorization.
+45497,2024-06-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Short-lived packet loss observed at edge gateway gw-02.
+45498,2024-06-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.613,False,Packaging line stop reduced adjacent vibration background.
+45499,2024-06-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Operator reported intermittent chatter on machine CNC-04.
+45500,2024-06-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.696,False,Temporary gateway failover completed without data loss.
+45501,2024-06-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.98,False,Packaging line stop reduced adjacent vibration background.
+45502,2024-06-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,51.825,False,Temperature variance narrowed after coolant nozzle cleaning.
+45503,2024-06-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.886,False,Quality hold reduced finishing booth activity for one shift.
+45504,2024-06-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.08,False,Temperature variance narrowed after coolant nozzle cleaning.
+45505,2024-06-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45506,2024-06-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.212,False,Machine idle period extended during planned sanitation window.
+45507,2024-06-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Sensor battery health remains nominal after firmware update.
+45508,2024-06-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.742,False,Maintenance crew confirmed lubrication interval was missed.
+45509,2024-06-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.704,False,Vibration harmonics broadened during extended production run.
+45510,2024-06-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.771,False,Sensor battery health remains nominal after firmware update.
+45511,2024-06-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Humidity climbed during dock-door open period in afternoon shift.
+45512,2024-06-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.063,False,Sensor heartbeat delayed by one interval after gateway retry.
+45513,2024-06-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.942,False,Vibration baseline recovered after tool holder replacement.
+45514,2024-06-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.372,False,Night shift startup produced higher than normal vibration floor.
+45515,2024-06-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.829,False,Humidity readings track seasonal rise across late spring.
+45516,2024-06-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.784,False,Pressure settled back to nominal after valve reseat.
+45517,2024-06-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Air handler maintenance reduced humidity variance on finishing line.
+45518,2024-06-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.717,False,Maintenance crew confirmed lubrication interval was missed.
+45519,2024-06-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.882,False,Thermal overshoot event coincided with recipe change on furnace.
+45520,2024-06-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.072,False,Vibration harmonics broadened during extended production run.
+45521,2024-06-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.587,False,Press cycle dwell time lengthened during high-volume batch.
+45522,2024-06-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.868,False,Thermal overshoot event coincided with recipe change on furnace.
+45523,2024-06-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Bearing temperature rising faster than baseline on spindle cell.
+45524,2024-06-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.882,False,Sensor heartbeat delayed by one interval after gateway retry.
+45525,2024-06-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Temporary gateway failover completed without data loss.
+45526,2024-06-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.134,False,Condensation warning cleared after dehumidifier ramp-up.
+45527,2024-06-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Sensor signal clipping observed during startup surge.
+45528,2024-06-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.956,False,Humidity readings track seasonal rise across late spring.
+45529,2024-06-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Warning threshold updated for pilot predictive-maintenance model.
+45530,2024-06-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Maintenance note logged for coupling imbalance inspection.
+45531,2024-06-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.363,False,Night shift startup produced higher than normal vibration floor.
+45532,2024-06-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.813,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45533,2024-06-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.673,False,Reliability engineer tagged sample window for model retraining.
+45534,2024-06-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.071,False,Maintenance crew confirmed lubrication interval was missed.
+45535,2024-06-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.391,False,Thermal ramp exceeded expected warmup curve before shift start.
+45536,2024-06-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.991,False,Sensor heartbeat delayed by one interval after gateway retry.
+45537,2024-06-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.195,False,Night shift startup produced higher than normal vibration floor.
+45538,2024-06-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.437,False,Temporary gateway failover completed without data loss.
+45539,2024-06-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.272,False,Sensor battery health remains nominal after firmware update.
+45540,2024-06-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.768,False,Reliability engineer tagged sample window for model retraining.
+45541,2024-06-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Quality team requested trace review for lot 24-118B.
+45542,2024-06-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.535,False,Vibration harmonics broadened during extended production run.
+45543,2024-06-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Pressure peak corresponds to oversized billet batch processing.
+45544,2024-06-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.826,False,Transient outlier matched forklift impact near cabinet wall.
+45545,2024-06-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.26,False,Hydraulic line pressure oscillation detected under load.
+45546,2024-06-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.774,False,Thermal ramp exceeded expected warmup curve before shift start.
+45547,2024-06-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.933,False,Temperature remained elevated during unscheduled overtime run.
+45548,2024-06-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,24.577,False,Edge collector replayed buffered events after network recovery.
+45549,2024-06-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.332,False,Vibration burst exceeds envelope during tool change cycle.
+45550,2024-06-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.129,False,Vibration burst exceeds envelope during tool change cycle.
+45551,2024-06-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.564,False,Telemetry quality flag downgraded during sensor self-test window.
+45552,2024-06-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.475,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45553,2024-06-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.288,False,Sensor signal clipping observed during startup surge.
+45554,2024-06-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.098,False,Sensor signal clipping observed during startup surge.
+45555,2024-06-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.053,False,Humidity climbed during dock-door open period in afternoon shift.
+45556,2024-06-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.797,False,Sensor enclosure opened for manual calibration verification.
+45557,2024-06-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,SCADA backfill inserted two delayed telemetry points.
+45558,2024-06-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.339,False,Reliability engineer tagged sample window for model retraining.
+45559,2024-06-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.711,False,Quality hold reduced finishing booth activity for one shift.
+45560,2024-06-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.355,False,SCADA backfill inserted two delayed telemetry points.
+45561,2024-06-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.35,False,Pressure settled back to nominal after valve reseat.
+45562,2024-06-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.606,False,Press cycle dwell time lengthened during high-volume batch.
+45563,2024-06-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.576,False,Vibration harmonics broadened during extended production run.
+45564,2024-06-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.053,False,Quality team requested trace review for lot 24-118B.
+45565,2024-06-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.919,False,Machine throughput increase drove sustained pressure uplift.
+45566,2024-06-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.947,False,Short-lived packet loss observed at edge gateway gw-02.
+45567,2024-06-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temperature remained elevated during unscheduled overtime run.
+45568,2024-06-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.676,False,Sensor enclosure opened for manual calibration verification.
+45569,2024-06-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.433,False,Vibration harmonics broadened during extended production run.
+45570,2024-06-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.664,False,Machine throughput increase drove sustained pressure uplift.
+45571,2024-06-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Coolant loop adjustment reduced chamber temperature spread.
+45572,2024-06-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.2,False,Pressure peak corresponds to oversized billet batch processing.
+45573,2024-06-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Thermal ramp exceeded expected warmup curve before shift start.
+45574,2024-06-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.409,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45575,2024-06-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.322,False,Dust extraction fan offline for 18 minutes on line finishing.
+45576,2024-06-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45577,2024-06-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Hydraulic line pressure oscillation detected under load.
+45578,2024-06-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.819,False,Reliability engineer tagged sample window for model retraining.
+45579,2024-06-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.031,False,Humidity climbed during dock-door open period in afternoon shift.
+45580,2024-06-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.043,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45581,2024-06-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.349,False,Edge collector replayed buffered events after network recovery.
+45582,2024-06-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.646,False,Machine idle period extended during planned sanitation window.
+45583,2024-06-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Humidity climbed during dock-door open period in afternoon shift.
+45584,2024-06-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Temperature variance narrowed after coolant nozzle cleaning.
+45585,2024-06-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.307,False,Vibration baseline recovered after tool holder replacement.
+45586,2024-06-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.613,False,Supervisory alert generated after three consecutive threshold breaches.
+45587,2024-06-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Thermal overshoot event coincided with recipe change on furnace.
+45588,2024-06-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.715,False,Hydraulic line pressure oscillation detected under load.
+45589,2024-06-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45590,2024-06-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.53,False,Reliability engineer tagged sample window for model retraining.
+45591,2024-06-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Humidity excursion near finishing booth during coating run.
+45592,2024-06-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.221,False,Humidity excursion near finishing booth during coating run.
+45593,2024-06-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.264,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45594,2024-06-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.854,False,Transient outlier matched forklift impact near cabinet wall.
+45595,2024-06-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.173,False,Night shift startup produced higher than normal vibration floor.
+45596,2024-06-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.891,False,Pressure peak corresponds to oversized billet batch processing.
+45597,2024-06-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Condensation warning cleared after dehumidifier ramp-up.
+45598,2024-06-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.472,False,Reliability engineer tagged sample window for model retraining.
+45599,2024-06-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.685,False,Sensor enclosure opened for manual calibration verification.
+45600,2024-06-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.518,False,Unbalanced load introduced cyclical pressure ripple.
+45601,2024-06-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45602,2024-06-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.659,False,Sensor heartbeat delayed by one interval after gateway retry.
+45603,2024-06-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.273,False,Dust extraction fan offline for 18 minutes on line finishing.
+45604,2024-06-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.547,False,Pressure settled back to nominal after valve reseat.
+45605,2024-06-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Condensation warning cleared after dehumidifier ramp-up.
+45606,2024-06-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.637,False,Humidity readings track seasonal rise across late spring.
+45607,2024-06-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.048,False,Air handler maintenance reduced humidity variance on finishing line.
+45608,2024-06-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.356,False,Sensor battery health remains nominal after firmware update.
+45609,2024-06-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.847,False,Humidity readings track seasonal rise across late spring.
+45610,2024-06-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.941,False,Hydraulic line pressure oscillation detected under load.
+45611,2024-06-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.208,False,Humidity readings track seasonal rise across late spring.
+45612,2024-06-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.733,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45613,2024-06-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Vibration baseline recovered after tool holder replacement.
+45614,2024-06-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.93,False,Pressure peak corresponds to oversized billet batch processing.
+45615,2024-06-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.436,False,Dust extraction fan offline for 18 minutes on line finishing.
+45616,2024-06-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.482,False,Condensation warning cleared after dehumidifier ramp-up.
+45617,2024-06-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.602,False,Operator reset acknowledged after red-tag inspection.
+45618,2024-06-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.921,False,Packaging line stop reduced adjacent vibration background.
+45619,2024-06-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Operator reset acknowledged after red-tag inspection.
+45620,2024-06-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.12,False,Air handler maintenance reduced humidity variance on finishing line.
+45621,2024-06-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.756,False,Machine throughput increase drove sustained pressure uplift.
+45622,2024-06-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.476,False,Operator reported intermittent chatter on machine CNC-04.
+45623,2024-06-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Temporary gateway failover completed without data loss.
+45624,2024-06-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.588,False,Edge collector replayed buffered events after network recovery.
+45625,2024-06-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.581,False,Pressure peak corresponds to oversized billet batch processing.
+45626,2024-06-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.168,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45627,2024-06-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45628,2024-06-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.503,False,Humidity excursion near finishing booth during coating run.
+45629,2024-06-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.902,False,Coolant loop adjustment reduced chamber temperature spread.
+45630,2024-06-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.696,False,Reliability engineer tagged sample window for model retraining.
+45631,2024-06-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.465,False,Coolant loop adjustment reduced chamber temperature spread.
+45632,2024-06-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.449,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45633,2024-06-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.708,False,Temperature variance narrowed after coolant nozzle cleaning.
+45634,2024-06-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.231,False,Telemetry quality flag downgraded during sensor self-test window.
+45635,2024-06-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.25,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45636,2024-06-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,33.909,False,Dust extraction fan offline for 18 minutes on line finishing.
+45637,2024-06-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45638,2024-06-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45639,2024-06-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.183,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45640,2024-06-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.684,False,Supervisory alert generated after three consecutive threshold breaches.
+45641,2024-06-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.356,False,Thermal overshoot event coincided with recipe change on furnace.
+45642,2024-06-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45643,2024-06-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.459,False,Maintenance crew confirmed lubrication interval was missed.
+45644,2024-06-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.439,False,Press cycle dwell time lengthened during high-volume batch.
+45645,2024-06-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Transient outlier matched forklift impact near cabinet wall.
+45646,2024-06-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.165,False,Vibration burst exceeds envelope during tool change cycle.
+45647,2024-06-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Dust extraction fan offline for 18 minutes on line finishing.
+45648,2024-06-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.627,False,Maintenance note logged for coupling imbalance inspection.
+45649,2024-06-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.146,False,Maintenance note logged for coupling imbalance inspection.
+45650,2024-06-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.201,False,SCADA backfill inserted two delayed telemetry points.
+45651,2024-06-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.915,False,Sensor heartbeat delayed by one interval after gateway retry.
+45652,2024-06-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.766,False,Humidity excursion near finishing booth during coating run.
+45653,2024-06-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.533,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45654,2024-06-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.013,False,Press cycle dwell time lengthened during high-volume batch.
+45655,2024-06-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.796,False,Short-lived packet loss observed at edge gateway gw-02.
+45656,2024-06-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.615,False,Hydraulic line pressure oscillation detected under load.
+45657,2024-06-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45658,2024-06-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.266,False,Vibration baseline recovered after tool holder replacement.
+45659,2024-06-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.203,False,Coolant loop adjustment reduced chamber temperature spread.
+45660,2024-06-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.107,False,Edge collector replayed buffered events after network recovery.
+45661,2024-06-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.821,False,Pressure line purge completed before restart authorization.
+45662,2024-06-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.734,False,Sensor battery health remains nominal after firmware update.
+45663,2024-06-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Thermal ramp exceeded expected warmup curve before shift start.
+45664,2024-06-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.273,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45665,2024-06-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.943,False,Warning threshold updated for pilot predictive-maintenance model.
+45666,2024-06-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.274,False,Machine throughput increase drove sustained pressure uplift.
+45667,2024-06-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.173,False,Temporary gateway failover completed without data loss.
+45668,2024-06-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.505,False,Maintenance crew confirmed lubrication interval was missed.
+45669,2024-06-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,Supervisory alert generated after three consecutive threshold breaches.
+45670,2024-06-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.999,False,Quality team requested trace review for lot 24-118B.
+45671,2024-06-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.041,False,Thermal ramp exceeded expected warmup curve before shift start.
+45672,2024-06-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.941,False,Unbalanced load introduced cyclical pressure ripple.
+45673,2024-06-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,SCADA backfill inserted two delayed telemetry points.
+45674,2024-06-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.805,False,Hydraulic line pressure oscillation detected under load.
+45675,2024-06-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.977,False,Bearing temperature rising faster than baseline on spindle cell.
+45676,2024-06-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.59,False,Vibration burst exceeds envelope during tool change cycle.
+45677,2024-06-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.811,False,Anomaly review flagged possible bearing wear progression.
+45678,2024-06-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.64,False,Operator reset acknowledged after red-tag inspection.
+45679,2024-06-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45680,2024-06-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.822,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45681,2024-06-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.117,False,Air handler maintenance reduced humidity variance on finishing line.
+45682,2024-06-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.678,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45683,2024-06-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.817,False,Temperature remained elevated during unscheduled overtime run.
+45684,2024-06-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.817,False,Night shift startup produced higher than normal vibration floor.
+45685,2024-06-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Sensor signal clipping observed during startup surge.
+45686,2024-06-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.198,False,Temporary gateway failover completed without data loss.
+45687,2024-06-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.641,False,Maintenance scheduler deferred calibration due to spare shortage.
+45688,2024-06-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.718,False,Humidity readings track seasonal rise across late spring.
+45689,2024-06-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Thermal ramp exceeded expected warmup curve before shift start.
+45690,2024-06-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.21,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45691,2024-06-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.939,False,Hydraulic line pressure oscillation detected under load.
+45692,2024-06-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.634,False,Shift handoff note referenced unusual noise near press enclosure.
+45693,2024-06-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45694,2024-06-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.796,False,Edge collector replayed buffered events after network recovery.
+45695,2024-06-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.304,False,Edge collector replayed buffered events after network recovery.
+45696,2024-06-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.561,False,Operator reset acknowledged after red-tag inspection.
+45697,2024-06-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.326,False,Temporary gateway failover completed without data loss.
+45698,2024-06-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45699,2024-06-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45700,2024-06-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.886,False,Packaging line stop reduced adjacent vibration background.
+45701,2024-06-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45702,2024-06-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.728,False,Telemetry quality flag downgraded during sensor self-test window.
+45703,2024-06-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Sensor enclosure opened for manual calibration verification.
+45704,2024-06-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.263,False,Operator reported intermittent chatter on machine CNC-04.
+45705,2024-06-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Thermal ramp exceeded expected warmup curve before shift start.
+45706,2024-06-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.891,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45707,2024-06-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.919,False,Sensor heartbeat delayed by one interval after gateway retry.
+45708,2024-06-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.908,False,Operator reset acknowledged after red-tag inspection.
+45709,2024-06-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Quality team requested trace review for lot 24-118B.
+45710,2024-06-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.785,False,Thermal ramp exceeded expected warmup curve before shift start.
+45711,2024-06-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45712,2024-06-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45713,2024-06-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45714,2024-06-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.292,False,Pressure line purge completed before restart authorization.
+45715,2024-06-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.127,False,Press cycle dwell time lengthened during high-volume batch.
+45716,2024-06-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.16,False,Sensor heartbeat delayed by one interval after gateway retry.
+45717,2024-06-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.488,False,Bearing temperature rising faster than baseline on spindle cell.
+45718,2024-06-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.009,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45719,2024-06-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.623,False,Humidity excursion near finishing booth during coating run.
+45720,2024-06-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.724,False,Operator reported intermittent chatter on machine CNC-04.
+45721,2024-06-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Sensor enclosure opened for manual calibration verification.
+45722,2024-06-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.631,False,Transient outlier matched forklift impact near cabinet wall.
+45723,2024-06-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.17,False,Shift handoff note referenced unusual noise near press enclosure.
+45724,2024-06-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.317,False,Hydraulic line pressure oscillation detected under load.
+45725,2024-06-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Dust extraction fan offline for 18 minutes on line finishing.
+45726,2024-06-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.071,False,Operator reported intermittent chatter on machine CNC-04.
+45727,2024-06-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.553,False,Reliability engineer tagged sample window for model retraining.
+45728,2024-06-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.076,False,Operator reset acknowledged after red-tag inspection.
+45729,2024-06-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Vibration harmonics broadened during extended production run.
+45730,2024-06-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.591,False,Machine idle period extended during planned sanitation window.
+45731,2024-06-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Short-lived packet loss observed at edge gateway gw-02.
+45732,2024-06-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.284,False,Packaging line stop reduced adjacent vibration background.
+45733,2024-06-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Machine throughput increase drove sustained pressure uplift.
+45734,2024-06-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.879,False,Humidity climbed during dock-door open period in afternoon shift.
+45735,2024-06-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.551,False,Sensor battery health remains nominal after firmware update.
+45736,2024-06-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.04,False,Quality team requested trace review for lot 24-118B.
+45737,2024-06-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Vibration baseline recovered after tool holder replacement.
+45738,2024-06-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.634,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45739,2024-06-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.37,False,Edge collector replayed buffered events after network recovery.
+45740,2024-06-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.623,False,Sensor heartbeat delayed by one interval after gateway retry.
+45741,2024-06-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Humidity excursion near finishing booth during coating run.
+45742,2024-06-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.995,False,Anomaly review flagged possible bearing wear progression.
+45743,2024-06-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.973,False,Thermal ramp exceeded expected warmup curve before shift start.
+45744,2024-06-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.505,False,Thermal ramp exceeded expected warmup curve before shift start.
+45745,2024-06-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Bearing temperature rising faster than baseline on spindle cell.
+45746,2024-06-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.121,False,Quality hold reduced finishing booth activity for one shift.
+45747,2024-06-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Humidity excursion near finishing booth during coating run.
+45748,2024-06-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.394,False,Temperature remained elevated during unscheduled overtime run.
+45749,2024-06-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.499,False,Pressure peak corresponds to oversized billet batch processing.
+45750,2024-06-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.284,False,Sensor signal clipping observed during startup surge.
+45751,2024-06-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.003,False,Humidity climbed during dock-door open period in afternoon shift.
+45752,2024-06-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.662,False,Humidity baseline improved after seal replacement.
+45753,2024-06-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Thermal ramp exceeded expected warmup curve before shift start.
+45754,2024-06-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.594,False,Thermal ramp exceeded expected warmup curve before shift start.
+45755,2024-06-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Humidity readings track seasonal rise across late spring.
+45756,2024-06-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.103,False,Hydraulic line pressure oscillation detected under load.
+45757,2024-06-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Machine idle period extended during planned sanitation window.
+45758,2024-06-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.462,False,Shift handoff note referenced unusual noise near press enclosure.
+45759,2024-06-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Maintenance crew confirmed lubrication interval was missed.
+45760,2024-06-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.252,False,Thermal ramp exceeded expected warmup curve before shift start.
+45761,2024-06-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Pressure peak corresponds to oversized billet batch processing.
+45762,2024-06-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.146,False,Anomaly review flagged possible bearing wear progression.
+45763,2024-06-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.976,False,Maintenance note logged for coupling imbalance inspection.
+45764,2024-06-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.571,False,Edge collector replayed buffered events after network recovery.
+45765,2024-06-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.732,False,Calibration check overdue by 11 days for press-line transducer.
+45766,2024-06-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.74,False,Temperature variance narrowed after coolant nozzle cleaning.
+45767,2024-06-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.658,False,Maintenance scheduler deferred calibration due to spare shortage.
+45768,2024-06-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.83,False,Sensor enclosure opened for manual calibration verification.
+45769,2024-06-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Humidity excursion near finishing booth during coating run.
+45770,2024-06-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.57,False,Quality hold reduced finishing booth activity for one shift.
+45771,2024-06-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Sensor signal clipping observed during startup surge.
+45772,2024-06-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.626,False,Sensor signal clipping observed during startup surge.
+45773,2024-06-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Machine throughput increase drove sustained pressure uplift.
+45774,2024-06-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.738,False,Transient outlier matched forklift impact near cabinet wall.
+45775,2024-06-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.81,False,Humidity readings track seasonal rise across late spring.
+45776,2024-06-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.383,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45777,2024-06-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.76,False,Night shift startup produced higher than normal vibration floor.
+45778,2024-06-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.922,False,Unbalanced load introduced cyclical pressure ripple.
+45779,2024-06-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.774,False,Pressure settled back to nominal after valve reseat.
+45780,2024-06-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.825,False,Shift handoff note referenced unusual noise near press enclosure.
+45781,2024-06-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.003,False,Quality team requested trace review for lot 24-118B.
+45782,2024-06-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.843,False,Humidity readings track seasonal rise across late spring.
+45783,2024-06-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.415,False,Bearing temperature rising faster than baseline on spindle cell.
+45784,2024-06-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.93,False,SCADA backfill inserted two delayed telemetry points.
+45785,2024-06-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.814,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45786,2024-06-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.776,False,Hydraulic line pressure oscillation detected under load.
+45787,2024-06-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.572,False,Sensor signal clipping observed during startup surge.
+45788,2024-06-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.702,False,Operator reported intermittent chatter on machine CNC-04.
+45789,2024-06-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,Humidity excursion near finishing booth during coating run.
+45790,2024-06-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.058,False,Temporary gateway failover completed without data loss.
+45791,2024-06-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.951,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45792,2024-06-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.596,False,Bearing temperature rising faster than baseline on spindle cell.
+45793,2024-06-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.632,False,Night shift startup produced higher than normal vibration floor.
+45794,2024-06-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.906,False,Operator reported intermittent chatter on machine CNC-04.
+45795,2024-06-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.409,False,Air handler maintenance reduced humidity variance on finishing line.
+45796,2024-06-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.451,False,Thermal ramp exceeded expected warmup curve before shift start.
+45797,2024-06-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Temperature variance narrowed after coolant nozzle cleaning.
+45798,2024-06-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.482,False,Press cycle dwell time lengthened during high-volume batch.
+45799,2024-06-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Dust extraction fan offline for 18 minutes on line finishing.
+45800,2024-06-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.016,False,Temporary gateway failover completed without data loss.
+45801,2024-06-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45802,2024-06-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.059,False,Dust extraction fan offline for 18 minutes on line finishing.
+45803,2024-06-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.282,False,Sensor signal clipping observed during startup surge.
+45804,2024-06-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.974,False,Operator reset acknowledged after red-tag inspection.
+45805,2024-06-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.008,False,Vibration burst exceeds envelope during tool change cycle.
+45806,2024-06-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45807,2024-06-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Vibration baseline recovered after tool holder replacement.
+45808,2024-06-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.414,False,Humidity baseline improved after seal replacement.
+45809,2024-06-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.727,False,Reliability engineer tagged sample window for model retraining.
+45810,2024-06-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.682,False,Press cycle dwell time lengthened during high-volume batch.
+45811,2024-06-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Quality hold reduced finishing booth activity for one shift.
+45812,2024-06-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.798,False,Hydraulic line pressure oscillation detected under load.
+45813,2024-06-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Edge collector replayed buffered events after network recovery.
+45814,2024-06-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.044,False,Night shift startup produced higher than normal vibration floor.
+45815,2024-06-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.135,False,Temporary gateway failover completed without data loss.
+45816,2024-06-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.803,False,Humidity climbed during dock-door open period in afternoon shift.
+45817,2024-06-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.504,False,Humidity readings track seasonal rise across late spring.
+45818,2024-06-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.88,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45819,2024-06-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Condensation warning cleared after dehumidifier ramp-up.
+45820,2024-06-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.454,False,Humidity baseline improved after seal replacement.
+45821,2024-06-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Bearing temperature rising faster than baseline on spindle cell.
+45822,2024-06-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.34,False,Maintenance scheduler deferred calibration due to spare shortage.
+45823,2024-06-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45824,2024-06-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.084,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45825,2024-06-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45826,2024-06-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.077,False,Thermal ramp exceeded expected warmup curve before shift start.
+45827,2024-06-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.405,False,Telemetry quality flag downgraded during sensor self-test window.
+45828,2024-06-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.183,False,Machine throughput increase drove sustained pressure uplift.
+45829,2024-06-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.27,False,Thermal ramp exceeded expected warmup curve before shift start.
+45830,2024-06-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.627,False,Sensor battery health remains nominal after firmware update.
+45831,2024-06-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Edge collector replayed buffered events after network recovery.
+45832,2024-06-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.092,False,Pressure peak corresponds to oversized billet batch processing.
+45833,2024-06-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Humidity excursion near finishing booth during coating run.
+45834,2024-06-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.264,False,Telemetry quality flag downgraded during sensor self-test window.
+45835,2024-06-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,Vibration baseline recovered after tool holder replacement.
+45836,2024-06-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.046,False,Sensor enclosure opened for manual calibration verification.
+45837,2024-06-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Humidity excursion near finishing booth during coating run.
+45838,2024-06-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.156,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45839,2024-06-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Condensation warning cleared after dehumidifier ramp-up.
+45840,2024-06-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.812,False,Humidity climbed during dock-door open period in afternoon shift.
+45841,2024-06-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.47,False,Vibration baseline recovered after tool holder replacement.
+45842,2024-06-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.116,False,Temperature remained elevated during unscheduled overtime run.
+45843,2024-06-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45844,2024-06-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.657,False,Dust extraction fan offline for 18 minutes on line finishing.
+45845,2024-06-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.78,False,Humidity excursion near finishing booth during coating run.
+45846,2024-06-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.145,False,Shift handoff note referenced unusual noise near press enclosure.
+45847,2024-06-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Machine throughput increase drove sustained pressure uplift.
+45848,2024-06-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.63,False,Sensor signal clipping observed during startup surge.
+45849,2024-06-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Shift handoff note referenced unusual noise near press enclosure.
+45850,2024-06-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45851,2024-06-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.822,False,Air handler maintenance reduced humidity variance on finishing line.
+45852,2024-06-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.185,False,Machine throughput increase drove sustained pressure uplift.
+45853,2024-06-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Unbalanced load introduced cyclical pressure ripple.
+45854,2024-06-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.286,False,Press cycle dwell time lengthened during high-volume batch.
+45855,2024-06-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Night shift startup produced higher than normal vibration floor.
+45856,2024-06-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.348,False,Sensor heartbeat delayed by one interval after gateway retry.
+45857,2024-06-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.138,False,Maintenance crew confirmed lubrication interval was missed.
+45858,2024-06-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.374,False,Ambient temperature stabilized after HVAC stage-two engagement.
+45859,2024-06-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.329,False,Machine throughput increase drove sustained pressure uplift.
+45860,2024-06-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.406,False,Sensor battery health remains nominal after firmware update.
+45861,2024-06-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.934,False,Machine idle period extended during planned sanitation window.
+45862,2024-06-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.579,False,Pressure line purge completed before restart authorization.
+45863,2024-06-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.183,False,Sensor battery health remains nominal after firmware update.
+45864,2024-06-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.297,False,Coolant loop adjustment reduced chamber temperature spread.
+45865,2024-06-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Sensor enclosure opened for manual calibration verification.
+45866,2024-06-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.571,False,Vibration burst exceeds envelope during tool change cycle.
+45867,2024-06-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.03,False,Operator reset acknowledged after red-tag inspection.
+45868,2024-06-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.987,False,Pressure settled back to nominal after valve reseat.
+45869,2024-06-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.227,False,Night shift startup produced higher than normal vibration floor.
+45870,2024-06-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.902,False,Shift handoff note referenced unusual noise near press enclosure.
+45871,2024-06-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Sensor battery health remains nominal after firmware update.
+45872,2024-06-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.167,False,Humidity baseline improved after seal replacement.
+45873,2024-06-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45874,2024-06-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.42,False,Quality team requested trace review for lot 24-118B.
+45875,2024-06-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Temperature remained elevated during unscheduled overtime run.
+45876,2024-06-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.866,False,Operator reported intermittent chatter on machine CNC-04.
+45877,2024-06-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45878,2024-06-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.758,False,Reliability engineer tagged sample window for model retraining.
+45879,2024-06-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.125,False,Pressure peak corresponds to oversized billet batch processing.
+45880,2024-06-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.549,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45881,2024-06-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.699,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45882,2024-06-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.821,False,Supervisory alert generated after three consecutive threshold breaches.
+45883,2024-06-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.486,False,Sensor enclosure opened for manual calibration verification.
+45884,2024-06-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.864,False,Transient outlier matched forklift impact near cabinet wall.
+45885,2024-06-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.343,False,Operator reset acknowledged after red-tag inspection.
+45886,2024-06-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.674,False,Anomaly review flagged possible bearing wear progression.
+45887,2024-06-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.781,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45888,2024-06-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.741,False,Press cycle dwell time lengthened during high-volume batch.
+45889,2024-06-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45890,2024-06-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.195,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45891,2024-06-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.259,False,Maintenance scheduler deferred calibration due to spare shortage.
+45892,2024-06-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.738,False,Dust extraction fan offline for 18 minutes on line finishing.
+45893,2024-06-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Warning threshold updated for pilot predictive-maintenance model.
+45894,2024-06-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.593,False,Telemetry quality flag downgraded during sensor self-test window.
+45895,2024-06-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Vibration baseline recovered after tool holder replacement.
+45896,2024-06-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.724,False,Humidity climbed during dock-door open period in afternoon shift.
+45897,2024-06-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.41,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45898,2024-06-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.58,False,Sensor signal clipping observed during startup surge.
+45899,2024-06-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.598,False,Telemetry quality flag downgraded during sensor self-test window.
+45900,2024-06-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.918,False,Telemetry quality flag downgraded during sensor self-test window.
+45901,2024-06-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Pressure peak corresponds to oversized billet batch processing.
+45902,2024-06-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.404,False,Sensor signal clipping observed during startup surge.
+45903,2024-06-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Unbalanced load introduced cyclical pressure ripple.
+45904,2024-06-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,33.961,False,Humidity climbed during dock-door open period in afternoon shift.
+45905,2024-06-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Pressure peak corresponds to oversized billet batch processing.
+45906,2024-06-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.271,False,Anomaly review flagged possible bearing wear progression.
+45907,2024-06-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.12,False,Quality team requested trace review for lot 24-118B.
+45908,2024-06-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.612,False,Packaging line stop reduced adjacent vibration background.
+45909,2024-06-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.62,False,Sensor enclosure opened for manual calibration verification.
+45910,2024-06-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.96,False,Packaging line stop reduced adjacent vibration background.
+45911,2024-06-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.649,False,Transient outlier matched forklift impact near cabinet wall.
+45912,2024-06-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.935,False,Bearing temperature rising faster than baseline on spindle cell.
+45913,2024-06-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration baseline recovered after tool holder replacement.
+45914,2024-06-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.858,False,Humidity readings track seasonal rise across late spring.
+45915,2024-06-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.951,False,Condensation warning cleared after dehumidifier ramp-up.
+45916,2024-06-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.258,False,Vibration baseline recovered after tool holder replacement.
+45917,2024-06-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.015,False,Humidity excursion near finishing booth during coating run.
+45918,2024-06-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.913,False,Vibration burst exceeds envelope during tool change cycle.
+45919,2024-06-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.947,False,Pressure settled back to nominal after valve reseat.
+45920,2024-06-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.839,False,Pressure settled back to nominal after valve reseat.
+45921,2024-06-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.074,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45922,2024-06-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.615,False,Vibration burst exceeds envelope during tool change cycle.
+45923,2024-06-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Warning threshold updated for pilot predictive-maintenance model.
+45924,2024-06-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.226,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45925,2024-06-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.001,False,Reliability engineer tagged sample window for model retraining.
+45926,2024-06-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.971,False,Maintenance note logged for coupling imbalance inspection.
+45927,2024-06-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.585,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45928,2024-06-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.003,False,Temperature variance narrowed after coolant nozzle cleaning.
+45929,2024-06-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.388,False,Machine idle period extended during planned sanitation window.
+45930,2024-06-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.283,False,Quality hold reduced finishing booth activity for one shift.
+45931,2024-06-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Operator reported intermittent chatter on machine CNC-04.
+45932,2024-06-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.691,False,Press cycle dwell time lengthened during high-volume batch.
+45933,2024-06-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.489,False,Operator reset acknowledged after red-tag inspection.
+45934,2024-06-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.017,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45935,2024-06-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.641,False,Air handler maintenance reduced humidity variance on finishing line.
+45936,2024-06-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.794,False,Pressure line purge completed before restart authorization.
+45937,2024-06-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.78,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45938,2024-06-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.396,False,Supervisory alert generated after three consecutive threshold breaches.
+45939,2024-06-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45940,2024-06-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.979,False,Edge collector replayed buffered events after network recovery.
+45941,2024-06-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Short-lived packet loss observed at edge gateway gw-02.
+45942,2024-06-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.099,False,Humidity excursion near finishing booth during coating run.
+45943,2024-06-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.849,False,Anomaly review flagged possible bearing wear progression.
+45944,2024-06-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.401,False,Packaging line stop reduced adjacent vibration background.
+45945,2024-06-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Warning threshold updated for pilot predictive-maintenance model.
+45946,2024-06-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.564,False,Anomaly review flagged possible bearing wear progression.
+45947,2024-06-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.291,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45948,2024-06-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.418,False,Reliability engineer tagged sample window for model retraining.
+45949,2024-06-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Warning threshold updated for pilot predictive-maintenance model.
+45950,2024-06-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.971,False,Transient outlier matched forklift impact near cabinet wall.
+45951,2024-06-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
+45952,2024-06-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.728,False,Humidity climbed during dock-door open period in afternoon shift.
+45953,2024-06-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45954,2024-06-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.187,False,Quality team requested trace review for lot 24-118B.
+45955,2024-06-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.977,False,Unbalanced load introduced cyclical pressure ripple.
+45956,2024-06-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.793,False,Supervisory alert generated after three consecutive threshold breaches.
+45957,2024-06-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Transient outlier matched forklift impact near cabinet wall.
+45958,2024-06-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.911,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45959,2024-06-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Hydraulic line pressure oscillation detected under load.
+45960,2024-06-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.291,False,Short-lived packet loss observed at edge gateway gw-02.
+45961,2024-06-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Temporary gateway failover completed without data loss.
+45962,2024-06-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.634,False,Packaging line stop reduced adjacent vibration background.
+45963,2024-06-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.939,False,Short-lived packet loss observed at edge gateway gw-02.
+45964,2024-06-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.761,False,Supervisory alert generated after three consecutive threshold breaches.
+45965,2024-06-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45966,2024-06-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.112,False,Humidity readings track seasonal rise across late spring.
+45967,2024-06-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.134,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+45968,2024-06-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.502,False,Humidity readings track seasonal rise across late spring.
+45969,2024-06-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Temporary gateway failover completed without data loss.
+45970,2024-06-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.213,False,Humidity baseline improved after seal replacement.
+45971,2024-06-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.504,False,Sensor signal clipping observed during startup surge.
+45972,2024-06-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.063,False,Thermal ramp exceeded expected warmup curve before shift start.
+45973,2024-06-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Heat-treat furnace door cycling increased localized temperature spikes.
+45974,2024-06-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+45975,2024-06-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.346,False,Dust extraction fan offline for 18 minutes on line finishing.
+45976,2024-06-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.199,False,SCADA backfill inserted two delayed telemetry points.
+45977,2024-06-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.894,False,Humidity readings track seasonal rise across late spring.
+45978,2024-06-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.116,False,Dust extraction fan offline for 18 minutes on line finishing.
+45979,2024-06-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.032,False,Transient outlier matched forklift impact near cabinet wall.
+45980,2024-06-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.07,False,Anomaly review flagged possible bearing wear progression.
+45981,2024-06-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.192,False,Dust extraction fan offline for 18 minutes on line finishing.
+45982,2024-06-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.149,False,Humidity climbed during dock-door open period in afternoon shift.
+45983,2024-06-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Transient outlier matched forklift impact near cabinet wall.
+45984,2024-06-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.323,False,Sensor heartbeat delayed by one interval after gateway retry.
+45985,2024-06-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Humidity baseline improved after seal replacement.
+45986,2024-06-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.533,False,SCADA backfill inserted two delayed telemetry points.
+45987,2024-06-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Shift handoff note referenced unusual noise near press enclosure.
+45988,2024-06-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.114,False,Compressed air fluctuation introduced pressure noise for two cycles.
+45989,2024-06-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45990,2024-06-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.288,False,Press cycle dwell time lengthened during high-volume batch.
+45991,2024-06-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.421,False,Humidity climbed during dock-door open period in afternoon shift.
+45992,2024-06-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.479,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+45993,2024-06-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.932,False,Sensor signal clipping observed during startup surge.
+45994,2024-06-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.502,False,Pressure peak corresponds to oversized billet batch processing.
+45995,2024-06-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.745,False,Night shift startup produced higher than normal vibration floor.
+45996,2024-06-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.777,False,Shift handoff note referenced unusual noise near press enclosure.
+45997,2024-06-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Supervisory alert generated after three consecutive threshold breaches.
+45998,2024-06-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.724,False,Warning threshold updated for pilot predictive-maintenance model.
+45999,2024-06-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.45,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46000,2024-06-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.404,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46001,2024-06-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.04,False,Hydraulic line pressure oscillation detected under load.
+46002,2024-06-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.749,False,Vibration baseline recovered after tool holder replacement.
+46003,2024-06-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.988,False,Packaging line stop reduced adjacent vibration background.
+46004,2024-06-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.575,False,Short-lived packet loss observed at edge gateway gw-02.
+46005,2024-06-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.258,False,Dust extraction fan offline for 18 minutes on line finishing.
+46006,2024-06-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.809,False,Press cycle dwell time lengthened during high-volume batch.
+46007,2024-06-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.333,False,Temperature variance narrowed after coolant nozzle cleaning.
+46008,2024-06-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.504,False,Transient outlier matched forklift impact near cabinet wall.
+46009,2024-06-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.849,False,Transient outlier matched forklift impact near cabinet wall.
+46010,2024-06-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.502,False,Humidity excursion near finishing booth during coating run.
+46011,2024-06-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Unbalanced load introduced cyclical pressure ripple.
+46012,2024-06-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.316,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46013,2024-06-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Temperature remained elevated during unscheduled overtime run.
+46014,2024-06-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.704,False,Humidity climbed during dock-door open period in afternoon shift.
+46015,2024-06-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Operator reported intermittent chatter on machine CNC-04.
+46016,2024-06-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.362,False,Machine throughput increase drove sustained pressure uplift.
+46017,2024-06-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Maintenance crew confirmed lubrication interval was missed.
+46018,2024-06-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.13,False,Dust extraction fan offline for 18 minutes on line finishing.
+46019,2024-06-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.827,False,Thermal overshoot event coincided with recipe change on furnace.
+46020,2024-06-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.302,False,Thermal overshoot event coincided with recipe change on furnace.
+46021,2024-06-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Humidity readings track seasonal rise across late spring.
+46022,2024-06-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.834,False,Temperature variance narrowed after coolant nozzle cleaning.
+46023,2024-06-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.589,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46024,2024-06-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.949,False,Maintenance crew confirmed lubrication interval was missed.
+46025,2024-06-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.601,False,Operator reported intermittent chatter on machine CNC-04.
+46026,2024-06-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.99,False,Machine throughput increase drove sustained pressure uplift.
+46027,2024-06-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Operator reported intermittent chatter on machine CNC-04.
+46028,2024-06-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Operator reset acknowledged after red-tag inspection.
+46029,2024-06-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.305,False,Pressure line purge completed before restart authorization.
+46030,2024-06-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.365,False,Maintenance crew confirmed lubrication interval was missed.
+46031,2024-06-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.361,False,Maintenance scheduler deferred calibration due to spare shortage.
+46032,2024-06-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.302,False,Vibration harmonics broadened during extended production run.
+46033,2024-06-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.782,False,Packaging line stop reduced adjacent vibration background.
+46034,2024-06-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.404,False,Vibration baseline recovered after tool holder replacement.
+46035,2024-06-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.851,False,Vibration harmonics broadened during extended production run.
+46036,2024-06-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.103,False,Humidity readings track seasonal rise across late spring.
+46037,2024-06-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.084,False,Sensor signal clipping observed during startup surge.
+46038,2024-06-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46039,2024-06-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.439,False,Short-lived packet loss observed at edge gateway gw-02.
+46040,2024-06-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.059,False,Sensor signal clipping observed during startup surge.
+46041,2024-06-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Press cycle dwell time lengthened during high-volume batch.
+46042,2024-06-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.307,False,Maintenance crew confirmed lubrication interval was missed.
+46043,2024-06-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.183,False,Operator reset acknowledged after red-tag inspection.
+46044,2024-06-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.382,False,Temperature remained elevated during unscheduled overtime run.
+46045,2024-06-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.667,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46046,2024-06-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.317,False,Operator reported intermittent chatter on machine CNC-04.
+46047,2024-06-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.742,False,Temperature variance narrowed after coolant nozzle cleaning.
+46048,2024-06-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.992,False,Temporary gateway failover completed without data loss.
+46049,2024-06-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Condensation warning cleared after dehumidifier ramp-up.
+46050,2024-06-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.216,False,Telemetry quality flag downgraded during sensor self-test window.
+46051,2024-06-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.282,False,Thermal ramp exceeded expected warmup curve before shift start.
+46052,2024-06-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.143,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46053,2024-06-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Operator reported intermittent chatter on machine CNC-04.
+46054,2024-06-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.303,False,Telemetry quality flag downgraded during sensor self-test window.
+46055,2024-06-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.877,False,Machine idle period extended during planned sanitation window.
+46056,2024-06-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.908,False,Operator reset acknowledged after red-tag inspection.
+46057,2024-06-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Thermal ramp exceeded expected warmup curve before shift start.
+46058,2024-06-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.346,False,Coolant loop adjustment reduced chamber temperature spread.
+46059,2024-06-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.943,False,Sensor signal clipping observed during startup surge.
+46060,2024-06-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.74,False,SCADA backfill inserted two delayed telemetry points.
+46061,2024-06-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.901,False,Vibration burst exceeds envelope during tool change cycle.
+46062,2024-06-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.654,False,Condensation warning cleared after dehumidifier ramp-up.
+46063,2024-06-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.814,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46064,2024-06-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.91,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46065,2024-06-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.53,False,Humidity excursion near finishing booth during coating run.
+46066,2024-06-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.951,False,Quality hold reduced finishing booth activity for one shift.
+46067,2024-06-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.719,False,Pressure line purge completed before restart authorization.
+46068,2024-06-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.648,False,Operator reset acknowledged after red-tag inspection.
+46069,2024-06-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46070,2024-06-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.701,False,Vibration baseline recovered after tool holder replacement.
+46071,2024-06-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Maintenance scheduler deferred calibration due to spare shortage.
+46072,2024-06-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.403,False,Humidity readings track seasonal rise across late spring.
+46073,2024-06-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.743,False,Short-lived packet loss observed at edge gateway gw-02.
+46074,2024-06-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.16,False,Quality team requested trace review for lot 24-118B.
+46075,2024-06-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Temperature variance narrowed after coolant nozzle cleaning.
+46076,2024-06-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.86,False,Sensor battery health remains nominal after firmware update.
+46077,2024-06-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.052,False,Machine idle period extended during planned sanitation window.
+46078,2024-06-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.792,False,Sensor heartbeat delayed by one interval after gateway retry.
+46079,2024-06-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.029,False,Sensor heartbeat delayed by one interval after gateway retry.
+46080,2024-06-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46081,2024-06-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.441,False,Thermal overshoot event coincided with recipe change on furnace.
+46082,2024-06-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.482,False,Shift handoff note referenced unusual noise near press enclosure.
+46083,2024-06-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.76,False,Temperature variance narrowed after coolant nozzle cleaning.
+46084,2024-06-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.455,False,Hydraulic line pressure oscillation detected under load.
+46085,2024-06-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor heartbeat delayed by one interval after gateway retry.
+46086,2024-06-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.834,False,Humidity baseline improved after seal replacement.
+46087,2024-06-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.374,False,Pressure line purge completed before restart authorization.
+46088,2024-06-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.292,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46089,2024-06-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Condensation warning cleared after dehumidifier ramp-up.
+46090,2024-06-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.938,False,Sensor enclosure opened for manual calibration verification.
+46091,2024-06-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Vibration baseline recovered after tool holder replacement.
+46092,2024-06-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.121,False,Pressure line purge completed before restart authorization.
+46093,2024-06-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.849,False,Short-lived packet loss observed at edge gateway gw-02.
+46094,2024-06-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.068,False,Edge collector replayed buffered events after network recovery.
+46095,2024-06-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Edge collector replayed buffered events after network recovery.
+46096,2024-06-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.005,False,Dust extraction fan offline for 18 minutes on line finishing.
+46097,2024-06-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.565,False,Machine idle period extended during planned sanitation window.
+46098,2024-06-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.527,False,Supervisory alert generated after three consecutive threshold breaches.
+46099,2024-06-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Hydraulic line pressure oscillation detected under load.
+46100,2024-06-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46101,2024-06-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.218,False,Edge collector replayed buffered events after network recovery.
+46102,2024-06-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.789,False,Maintenance note logged for coupling imbalance inspection.
+46103,2024-06-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Temperature variance narrowed after coolant nozzle cleaning.
+46104,2024-06-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.455,False,Maintenance crew confirmed lubrication interval was missed.
+46105,2024-06-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Machine idle period extended during planned sanitation window.
+46106,2024-06-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.472,False,Temperature variance narrowed after coolant nozzle cleaning.
+46107,2024-06-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.302,False,Temperature variance narrowed after coolant nozzle cleaning.
+46108,2024-06-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.549,False,Sensor enclosure opened for manual calibration verification.
+46109,2024-06-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.783,False,Thermal overshoot event coincided with recipe change on furnace.
+46110,2024-06-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.579,False,Humidity excursion near finishing booth during coating run.
+46111,2024-06-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.044,False,Humidity climbed during dock-door open period in afternoon shift.
+46112,2024-06-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.999,False,Operator reset acknowledged after red-tag inspection.
+46113,2024-06-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Vibration baseline recovered after tool holder replacement.
+46114,2024-06-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.961,False,Bearing temperature rising faster than baseline on spindle cell.
+46115,2024-06-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Temperature remained elevated during unscheduled overtime run.
+46116,2024-06-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.749,False,Night shift startup produced higher than normal vibration floor.
+46117,2024-06-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.826,False,Supervisory alert generated after three consecutive threshold breaches.
+46118,2024-06-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.074,False,Packaging line stop reduced adjacent vibration background.
+46119,2024-06-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.849,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46120,2024-06-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.731,False,Hydraulic line pressure oscillation detected under load.
+46121,2024-06-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Temporary gateway failover completed without data loss.
+46122,2024-06-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.928,False,Pressure line purge completed before restart authorization.
+46123,2024-06-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Shift handoff note referenced unusual noise near press enclosure.
+46124,2024-06-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.003,False,Coolant loop adjustment reduced chamber temperature spread.
+46125,2024-06-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.615,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46126,2024-06-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.226,False,Machine idle period extended during planned sanitation window.
+46127,2024-06-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Machine throughput increase drove sustained pressure uplift.
+46128,2024-06-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.38,False,Vibration burst exceeds envelope during tool change cycle.
+46129,2024-06-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Supervisory alert generated after three consecutive threshold breaches.
+46130,2024-06-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.013,False,Reliability engineer tagged sample window for model retraining.
+46131,2024-06-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.024,False,Sensor enclosure opened for manual calibration verification.
+46132,2024-06-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.525,False,Dust extraction fan offline for 18 minutes on line finishing.
+46133,2024-06-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.98,False,Vibration baseline recovered after tool holder replacement.
+46134,2024-06-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.857,False,Warning threshold updated for pilot predictive-maintenance model.
+46135,2024-06-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.382,False,Edge collector replayed buffered events after network recovery.
+46136,2024-06-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.089,False,Sensor heartbeat delayed by one interval after gateway retry.
+46137,2024-06-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.236,False,Warning threshold updated for pilot predictive-maintenance model.
+46138,2024-06-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46139,2024-06-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.073,False,Temperature variance narrowed after coolant nozzle cleaning.
+46140,2024-06-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.419,False,Warning threshold updated for pilot predictive-maintenance model.
+46141,2024-06-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Press cycle dwell time lengthened during high-volume batch.
+46142,2024-06-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.134,False,Temperature remained elevated during unscheduled overtime run.
+46143,2024-06-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.856,False,Sensor battery health remains nominal after firmware update.
+46144,2024-06-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.474,False,Bearing temperature rising faster than baseline on spindle cell.
+46145,2024-06-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.108,False,Thermal overshoot event coincided with recipe change on furnace.
+46146,2024-06-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.853,False,Calibration check overdue by 11 days for press-line transducer.
+46147,2024-06-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Vibration harmonics broadened during extended production run.
+46148,2024-06-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.024,False,Pressure peak corresponds to oversized billet batch processing.
+46149,2024-06-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.505,False,Anomaly review flagged possible bearing wear progression.
+46150,2024-06-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.839,False,Unbalanced load introduced cyclical pressure ripple.
+46151,2024-06-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Pressure peak corresponds to oversized billet batch processing.
+46152,2024-06-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.638,False,Hydraulic line pressure oscillation detected under load.
+46153,2024-06-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Supervisory alert generated after three consecutive threshold breaches.
+46154,2024-06-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.902,False,Edge collector replayed buffered events after network recovery.
+46155,2024-06-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.834,False,Humidity excursion near finishing booth during coating run.
+46156,2024-06-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.7,False,Supervisory alert generated after three consecutive threshold breaches.
+46157,2024-06-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.07,False,Humidity baseline improved after seal replacement.
+46158,2024-06-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.91,False,Maintenance crew confirmed lubrication interval was missed.
+46159,2024-06-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Vibration harmonics broadened during extended production run.
+46160,2024-06-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.19,False,Temporary gateway failover completed without data loss.
+46161,2024-06-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.307,False,Sensor signal clipping observed during startup surge.
+46162,2024-06-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.376,False,Supervisory alert generated after three consecutive threshold breaches.
+46163,2024-06-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.809,False,Short-lived packet loss observed at edge gateway gw-02.
+46164,2024-06-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.479,False,SCADA backfill inserted two delayed telemetry points.
+46165,2024-06-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.306,False,Humidity baseline improved after seal replacement.
+46166,2024-06-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.454,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46167,2024-06-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.844,False,Packaging line stop reduced adjacent vibration background.
+46168,2024-06-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.29,False,Anomaly review flagged possible bearing wear progression.
+46169,2024-06-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.006,False,Quality team requested trace review for lot 24-118B.
+46170,2024-06-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.434,False,Condensation warning cleared after dehumidifier ramp-up.
+46171,2024-06-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,SCADA backfill inserted two delayed telemetry points.
+46172,2024-06-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.44,False,Maintenance scheduler deferred calibration due to spare shortage.
+46173,2024-06-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Machine idle period extended during planned sanitation window.
+46174,2024-06-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.317,False,Quality hold reduced finishing booth activity for one shift.
+46175,2024-06-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.942,False,Quality hold reduced finishing booth activity for one shift.
+46176,2024-06-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.898,False,Sensor heartbeat delayed by one interval after gateway retry.
+46177,2024-06-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.079,False,Hydraulic line pressure oscillation detected under load.
+46178,2024-06-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.125,False,Air handler maintenance reduced humidity variance on finishing line.
+46179,2024-06-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Telemetry quality flag downgraded during sensor self-test window.
+46180,2024-06-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.611,False,Press cycle dwell time lengthened during high-volume batch.
+46181,2024-06-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.574,False,Dust extraction fan offline for 18 minutes on line finishing.
+46182,2024-06-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.482,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46183,2024-06-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Reliability engineer tagged sample window for model retraining.
+46184,2024-06-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.847,False,Pressure line purge completed before restart authorization.
+46185,2024-06-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.364,False,Vibration harmonics broadened during extended production run.
+46186,2024-06-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.696,False,Shift handoff note referenced unusual noise near press enclosure.
+46187,2024-06-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46188,2024-06-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.639,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46189,2024-06-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.517,False,Maintenance crew confirmed lubrication interval was missed.
+46190,2024-06-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.24,False,Machine idle period extended during planned sanitation window.
+46191,2024-06-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46192,2024-06-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.808,False,Sensor signal clipping observed during startup surge.
+46193,2024-06-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Coolant loop adjustment reduced chamber temperature spread.
+46194,2024-06-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.629,False,Maintenance scheduler deferred calibration due to spare shortage.
+46195,2024-06-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.467,False,Sensor signal clipping observed during startup surge.
+46196,2024-06-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.69,False,Warning threshold updated for pilot predictive-maintenance model.
+46197,2024-06-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.441,False,Machine idle period extended during planned sanitation window.
+46198,2024-06-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.347,False,Supervisory alert generated after three consecutive threshold breaches.
+46199,2024-06-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.522,False,Press cycle dwell time lengthened during high-volume batch.
+46200,2024-06-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.553,False,Thermal ramp exceeded expected warmup curve before shift start.
+46201,2024-06-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.419,False,Air handler maintenance reduced humidity variance on finishing line.
+46202,2024-06-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.056,False,Vibration baseline recovered after tool holder replacement.
+46203,2024-06-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Sensor enclosure opened for manual calibration verification.
+46204,2024-06-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.414,False,Machine throughput increase drove sustained pressure uplift.
+46205,2024-06-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.76,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46206,2024-06-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.614,False,Hydraulic line pressure oscillation detected under load.
+46207,2024-06-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.166,False,Temporary gateway failover completed without data loss.
+46208,2024-06-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.078,False,Quality hold reduced finishing booth activity for one shift.
+46209,2024-06-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Humidity excursion near finishing booth during coating run.
+46210,2024-06-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.48,False,Hydraulic line pressure oscillation detected under load.
+46211,2024-06-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Maintenance note logged for coupling imbalance inspection.
+46212,2024-06-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.403,False,Temporary gateway failover completed without data loss.
+46213,2024-06-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.684,False,Air handler maintenance reduced humidity variance on finishing line.
+46214,2024-06-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.357,False,Telemetry quality flag downgraded during sensor self-test window.
+46215,2024-06-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46216,2024-06-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.257,False,Humidity baseline improved after seal replacement.
+46217,2024-06-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Humidity excursion near finishing booth during coating run.
+46218,2024-06-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.629,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46219,2024-06-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.413,False,Sensor battery health remains nominal after firmware update.
+46220,2024-06-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.928,False,Machine throughput increase drove sustained pressure uplift.
+46221,2024-06-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.183,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46222,2024-06-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.881,False,Hydraulic line pressure oscillation detected under load.
+46223,2024-06-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Pressure settled back to nominal after valve reseat.
+46224,2024-06-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.085,False,Warning threshold updated for pilot predictive-maintenance model.
+46225,2024-06-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.734,False,Pressure peak corresponds to oversized billet batch processing.
+46226,2024-06-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.796,False,Temporary gateway failover completed without data loss.
+46227,2024-06-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.195,False,Humidity excursion near finishing booth during coating run.
+46228,2024-06-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.194,False,Humidity baseline improved after seal replacement.
+46229,2024-06-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Humidity readings track seasonal rise across late spring.
+46230,2024-06-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.092,False,Pressure settled back to nominal after valve reseat.
+46231,2024-06-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.769,False,Temperature variance narrowed after coolant nozzle cleaning.
+46232,2024-06-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.86,False,Operator reset acknowledged after red-tag inspection.
+46233,2024-06-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.84,False,Press cycle dwell time lengthened during high-volume batch.
+46234,2024-06-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.595,False,Vibration burst exceeds envelope during tool change cycle.
+46235,2024-06-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.404,False,Condensation warning cleared after dehumidifier ramp-up.
+46236,2024-06-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.543,False,Sensor battery health remains nominal after firmware update.
+46237,2024-06-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Quality team requested trace review for lot 24-118B.
+46238,2024-06-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.918,False,Quality hold reduced finishing booth activity for one shift.
+46239,2024-06-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Thermal ramp exceeded expected warmup curve before shift start.
+46240,2024-06-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.563,False,Temperature remained elevated during unscheduled overtime run.
+46241,2024-06-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Air handler maintenance reduced humidity variance on finishing line.
+46242,2024-06-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.822,False,Humidity baseline improved after seal replacement.
+46243,2024-06-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.016,False,Anomaly review flagged possible bearing wear progression.
+46244,2024-06-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.552,False,Unbalanced load introduced cyclical pressure ripple.
+46245,2024-06-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Reliability engineer tagged sample window for model retraining.
+46246,2024-06-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.344,False,Pressure peak corresponds to oversized billet batch processing.
+46247,2024-06-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Supervisory alert generated after three consecutive threshold breaches.
+46248,2024-06-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.711,False,Maintenance scheduler deferred calibration due to spare shortage.
+46249,2024-06-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.701,False,Air handler maintenance reduced humidity variance on finishing line.
+46250,2024-06-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.76,False,Pressure peak corresponds to oversized billet batch processing.
+46251,2024-06-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Night shift startup produced higher than normal vibration floor.
+46252,2024-06-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.288,False,Vibration harmonics broadened during extended production run.
+46253,2024-06-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Temperature remained elevated during unscheduled overtime run.
+46254,2024-06-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.222,False,Edge collector replayed buffered events after network recovery.
+46255,2024-06-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Dust extraction fan offline for 18 minutes on line finishing.
+46256,2024-06-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.796,False,Anomaly review flagged possible bearing wear progression.
+46257,2024-06-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.481,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46258,2024-06-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.045,False,Short-lived packet loss observed at edge gateway gw-02.
+46259,2024-06-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Pressure peak corresponds to oversized billet batch processing.
+46260,2024-06-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.09,False,Sensor heartbeat delayed by one interval after gateway retry.
+46261,2024-06-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.155,False,Short-lived packet loss observed at edge gateway gw-02.
+46262,2024-06-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.809,False,Condensation warning cleared after dehumidifier ramp-up.
+46263,2024-06-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.252,False,Dust extraction fan offline for 18 minutes on line finishing.
+46264,2024-06-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.148,False,Thermal ramp exceeded expected warmup curve before shift start.
+46265,2024-06-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.608,False,Condensation warning cleared after dehumidifier ramp-up.
+46266,2024-06-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.975,False,Humidity readings track seasonal rise across late spring.
+46267,2024-06-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.605,False,Humidity climbed during dock-door open period in afternoon shift.
+46268,2024-06-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.192,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46269,2024-06-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.418,False,Pressure settled back to nominal after valve reseat.
+46270,2024-06-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.868,False,Sensor heartbeat delayed by one interval after gateway retry.
+46271,2024-06-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.124,False,Vibration harmonics broadened during extended production run.
+46272,2024-06-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.393,False,Telemetry quality flag downgraded during sensor self-test window.
+46273,2024-06-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.105,False,Thermal overshoot event coincided with recipe change on furnace.
+46274,2024-06-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.813,False,Sensor heartbeat delayed by one interval after gateway retry.
+46275,2024-06-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.668,False,Vibration harmonics broadened during extended production run.
+46276,2024-06-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.963,False,Packaging line stop reduced adjacent vibration background.
+46277,2024-06-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.115,False,Vibration harmonics broadened during extended production run.
+46278,2024-06-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.241,False,Packaging line stop reduced adjacent vibration background.
+46279,2024-06-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.388,False,Unbalanced load introduced cyclical pressure ripple.
+46280,2024-06-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.148,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46281,2024-06-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,SCADA backfill inserted two delayed telemetry points.
+46282,2024-06-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.443,False,Bearing temperature rising faster than baseline on spindle cell.
+46283,2024-06-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Press cycle dwell time lengthened during high-volume batch.
+46284,2024-06-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.561,False,Supervisory alert generated after three consecutive threshold breaches.
+46285,2024-06-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.148,False,Humidity readings track seasonal rise across late spring.
+46286,2024-06-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.643,False,Hydraulic line pressure oscillation detected under load.
+46287,2024-06-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Pressure peak corresponds to oversized billet batch processing.
+46288,2024-06-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.242,False,Vibration baseline recovered after tool holder replacement.
+46289,2024-06-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.309,False,Temperature variance narrowed after coolant nozzle cleaning.
+46290,2024-06-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.852,False,Vibration baseline recovered after tool holder replacement.
+46291,2024-06-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.643,False,Anomaly review flagged possible bearing wear progression.
+46292,2024-06-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.963,False,Humidity excursion near finishing booth during coating run.
+46293,2024-06-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.202,False,Reliability engineer tagged sample window for model retraining.
+46294,2024-06-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.616,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46295,2024-06-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.967,False,Dust extraction fan offline for 18 minutes on line finishing.
+46296,2024-06-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.698,False,Vibration baseline recovered after tool holder replacement.
+46297,2024-06-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Machine idle period extended during planned sanitation window.
+46298,2024-06-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.64,False,Vibration harmonics broadened during extended production run.
+46299,2024-06-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Bearing temperature rising faster than baseline on spindle cell.
+46300,2024-06-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.258,False,Packaging line stop reduced adjacent vibration background.
+46301,2024-06-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Short-lived packet loss observed at edge gateway gw-02.
+46302,2024-06-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.271,False,Sensor battery health remains nominal after firmware update.
+46303,2024-06-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.725,False,Vibration harmonics broadened during extended production run.
+46304,2024-06-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.433,False,Vibration harmonics broadened during extended production run.
+46305,2024-06-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.709,False,Temperature variance narrowed after coolant nozzle cleaning.
+46306,2024-06-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.852,False,Unbalanced load introduced cyclical pressure ripple.
+46307,2024-06-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.297,False,Short-lived packet loss observed at edge gateway gw-02.
+46308,2024-06-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.351,False,Pressure peak corresponds to oversized billet batch processing.
+46309,2024-06-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.694,False,Telemetry quality flag downgraded during sensor self-test window.
+46310,2024-06-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.907,False,Vibration baseline recovered after tool holder replacement.
+46311,2024-06-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Vibration burst exceeds envelope during tool change cycle.
+46312,2024-06-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.632,False,Telemetry quality flag downgraded during sensor self-test window.
+46313,2024-06-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.846,False,Humidity readings track seasonal rise across late spring.
+46314,2024-06-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.409,False,Sensor enclosure opened for manual calibration verification.
+46315,2024-06-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.037,False,Sensor heartbeat delayed by one interval after gateway retry.
+46316,2024-06-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.903,False,Humidity readings track seasonal rise across late spring.
+46317,2024-06-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.241,False,Press cycle dwell time lengthened during high-volume batch.
+46318,2024-06-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.764,False,Edge collector replayed buffered events after network recovery.
+46319,2024-06-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.065,False,Humidity climbed during dock-door open period in afternoon shift.
+46320,2024-06-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.901,False,Machine idle period extended during planned sanitation window.
+46321,2024-06-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Machine idle period extended during planned sanitation window.
+46322,2024-06-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.308,False,Condensation warning cleared after dehumidifier ramp-up.
+46323,2024-06-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Sensor signal clipping observed during startup surge.
+46324,2024-06-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.77,False,Sensor signal clipping observed during startup surge.
+46325,2024-06-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Humidity readings track seasonal rise across late spring.
+46326,2024-06-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.327,False,Machine throughput increase drove sustained pressure uplift.
+46327,2024-06-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Telemetry quality flag downgraded during sensor self-test window.
+46328,2024-06-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.249,False,Maintenance crew confirmed lubrication interval was missed.
+46329,2024-06-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,SCADA backfill inserted two delayed telemetry points.
+46330,2024-06-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.077,False,Humidity excursion near finishing booth during coating run.
+46331,2024-06-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,SCADA backfill inserted two delayed telemetry points.
+46332,2024-06-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.081,False,Quality team requested trace review for lot 24-118B.
+46333,2024-06-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Quality hold reduced finishing booth activity for one shift.
+46334,2024-06-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.09,False,Coolant loop adjustment reduced chamber temperature spread.
+46335,2024-06-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Short-lived packet loss observed at edge gateway gw-02.
+46336,2024-06-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Coolant loop adjustment reduced chamber temperature spread.
+46337,2024-06-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.417,False,Edge collector replayed buffered events after network recovery.
+46338,2024-06-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.047,False,Vibration burst exceeds envelope during tool change cycle.
+46339,2024-06-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.869,False,Transient outlier matched forklift impact near cabinet wall.
+46340,2024-06-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.492,False,Unbalanced load introduced cyclical pressure ripple.
+46341,2024-06-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.939,False,Thermal ramp exceeded expected warmup curve before shift start.
+46342,2024-06-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.434,False,Quality hold reduced finishing booth activity for one shift.
+46343,2024-06-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.224,False,Temperature remained elevated during unscheduled overtime run.
+46344,2024-06-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.486,False,Hydraulic line pressure oscillation detected under load.
+46345,2024-06-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.44,False,Humidity climbed during dock-door open period in afternoon shift.
+46346,2024-06-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.908,False,Pressure peak corresponds to oversized billet batch processing.
+46347,2024-06-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.709,False,Bearing temperature rising faster than baseline on spindle cell.
+46348,2024-06-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.76,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46349,2024-06-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Night shift startup produced higher than normal vibration floor.
+46350,2024-06-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.215,False,Quality team requested trace review for lot 24-118B.
+46351,2024-06-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.745,False,Condensation warning cleared after dehumidifier ramp-up.
+46352,2024-06-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.506,False,Condensation warning cleared after dehumidifier ramp-up.
+46353,2024-06-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Packaging line stop reduced adjacent vibration background.
+46354,2024-06-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.037,False,Hydraulic line pressure oscillation detected under load.
+46355,2024-06-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.204,False,Humidity baseline improved after seal replacement.
+46356,2024-06-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.789,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46357,2024-06-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Unbalanced load introduced cyclical pressure ripple.
+46358,2024-06-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.997,False,Night shift startup produced higher than normal vibration floor.
+46359,2024-06-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.639,False,Vibration burst exceeds envelope during tool change cycle.
+46360,2024-06-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.421,False,Reliability engineer tagged sample window for model retraining.
+46361,2024-06-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Telemetry quality flag downgraded during sensor self-test window.
+46362,2024-06-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.173,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46363,2024-06-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Vibration burst exceeds envelope during tool change cycle.
+46364,2024-06-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.569,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46365,2024-06-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Machine throughput increase drove sustained pressure uplift.
+46366,2024-06-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46367,2024-06-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.268,False,Maintenance crew confirmed lubrication interval was missed.
+46368,2024-06-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.894,False,Supervisory alert generated after three consecutive threshold breaches.
+46369,2024-06-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.387,False,Hydraulic line pressure oscillation detected under load.
+46370,2024-06-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.291,False,Edge collector replayed buffered events after network recovery.
+46371,2024-06-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Machine idle period extended during planned sanitation window.
+46372,2024-06-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.355,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46373,2024-06-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.668,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46374,2024-06-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.663,False,Dust extraction fan offline for 18 minutes on line finishing.
+46375,2024-06-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.291,False,Operator reset acknowledged after red-tag inspection.
+46376,2024-06-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.069,False,Packaging line stop reduced adjacent vibration background.
+46377,2024-06-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Humidity baseline improved after seal replacement.
+46378,2024-06-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.972,False,Pressure peak corresponds to oversized billet batch processing.
+46379,2024-06-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Sensor enclosure opened for manual calibration verification.
+46380,2024-06-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.406,False,Calibration check overdue by 11 days for press-line transducer.
+46381,2024-06-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.004,False,Temperature remained elevated during unscheduled overtime run.
+46382,2024-06-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.579,False,Hydraulic line pressure oscillation detected under load.
+46383,2024-06-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.505,False,Temporary gateway failover completed without data loss.
+46384,2024-06-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46385,2024-06-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.521,False,Bearing temperature rising faster than baseline on spindle cell.
+46386,2024-06-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.602,False,Reliability engineer tagged sample window for model retraining.
+46387,2024-06-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Thermal ramp exceeded expected warmup curve before shift start.
+46388,2024-06-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.58,False,Operator reported intermittent chatter on machine CNC-04.
+46389,2024-06-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46390,2024-06-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.41,False,Temperature variance narrowed after coolant nozzle cleaning.
+46391,2024-06-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.728,False,Humidity excursion near finishing booth during coating run.
+46392,2024-06-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.626,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46393,2024-06-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.435,False,Pressure settled back to nominal after valve reseat.
+46394,2024-06-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.565,False,Pressure settled back to nominal after valve reseat.
+46395,2024-06-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Sensor enclosure opened for manual calibration verification.
+46396,2024-06-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.572,False,Quality hold reduced finishing booth activity for one shift.
+46397,2024-06-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.386,False,Supervisory alert generated after three consecutive threshold breaches.
+46398,2024-06-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.157,False,Vibration baseline recovered after tool holder replacement.
+46399,2024-06-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.092,False,Operator reset acknowledged after red-tag inspection.
+46400,2024-06-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.518,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46401,2024-06-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Maintenance scheduler deferred calibration due to spare shortage.
+46402,2024-06-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.984,False,Vibration burst exceeds envelope during tool change cycle.
+46403,2024-06-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Sensor heartbeat delayed by one interval after gateway retry.
+46404,2024-06-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.406,False,Operator reset acknowledged after red-tag inspection.
+46405,2024-06-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Machine throughput increase drove sustained pressure uplift.
+46406,2024-06-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.985,False,Thermal ramp exceeded expected warmup curve before shift start.
+46407,2024-06-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Sensor signal clipping observed during startup surge.
+46408,2024-06-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Edge collector replayed buffered events after network recovery.
+46409,2024-06-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46410,2024-06-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.493,False,Hydraulic line pressure oscillation detected under load.
+46411,2024-06-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.133,False,Operator reported intermittent chatter on machine CNC-04.
+46412,2024-06-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.309,False,Short-lived packet loss observed at edge gateway gw-02.
+46413,2024-06-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Sensor battery health remains nominal after firmware update.
+46414,2024-06-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46415,2024-06-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Press cycle dwell time lengthened during high-volume batch.
+46416,2024-06-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.2,False,Humidity climbed during dock-door open period in afternoon shift.
+46417,2024-06-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.681,False,Telemetry quality flag downgraded during sensor self-test window.
+46418,2024-06-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.29,False,Pressure line purge completed before restart authorization.
+46419,2024-06-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.047,False,Bearing temperature rising faster than baseline on spindle cell.
+46420,2024-06-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.873,False,Humidity climbed during dock-door open period in afternoon shift.
+46421,2024-06-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.084,False,Thermal ramp exceeded expected warmup curve before shift start.
+46422,2024-06-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.11,False,Vibration baseline recovered after tool holder replacement.
+46423,2024-06-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Operator reported intermittent chatter on machine CNC-04.
+46424,2024-06-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.051,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46425,2024-06-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.352,False,Operator reported intermittent chatter on machine CNC-04.
+46426,2024-06-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.393,False,Machine idle period extended during planned sanitation window.
+46427,2024-06-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.03,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46428,2024-06-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.241,False,Operator reset acknowledged after red-tag inspection.
+46429,2024-06-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.085,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46430,2024-06-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.386,False,Sensor battery health remains nominal after firmware update.
+46431,2024-06-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Maintenance scheduler deferred calibration due to spare shortage.
+46432,2024-06-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.008,False,Sensor enclosure opened for manual calibration verification.
+46433,2024-06-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.131,False,Unbalanced load introduced cyclical pressure ripple.
+46434,2024-06-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.864,False,Vibration burst exceeds envelope during tool change cycle.
+46435,2024-06-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.418,False,SCADA backfill inserted two delayed telemetry points.
+46436,2024-06-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.297,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46437,2024-06-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Calibration check overdue by 11 days for press-line transducer.
+46438,2024-06-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.453,False,Sensor battery health remains nominal after firmware update.
+46439,2024-06-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.27,False,Temperature remained elevated during unscheduled overtime run.
+46440,2024-06-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.654,False,Telemetry quality flag downgraded during sensor self-test window.
+46441,2024-06-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Packaging line stop reduced adjacent vibration background.
+46442,2024-06-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.3,False,Vibration burst exceeds envelope during tool change cycle.
+46443,2024-06-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.68,False,Humidity readings track seasonal rise across late spring.
+46444,2024-06-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.485,False,Hydraulic line pressure oscillation detected under load.
+46445,2024-06-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Maintenance crew confirmed lubrication interval was missed.
+46446,2024-06-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.357,False,Thermal overshoot event coincided with recipe change on furnace.
+46447,2024-06-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.48,False,Thermal ramp exceeded expected warmup curve before shift start.
+46448,2024-06-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.535,False,Telemetry quality flag downgraded during sensor self-test window.
+46449,2024-06-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Calibration check overdue by 11 days for press-line transducer.
+46450,2024-06-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.036,False,Maintenance scheduler deferred calibration due to spare shortage.
+46451,2024-06-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.398,False,Temporary gateway failover completed without data loss.
+46452,2024-06-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.766,False,Quality hold reduced finishing booth activity for one shift.
+46453,2024-06-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.693,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46454,2024-06-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.503,False,Edge collector replayed buffered events after network recovery.
+46455,2024-06-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46456,2024-06-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.633,False,Temporary gateway failover completed without data loss.
+46457,2024-06-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.602,False,Humidity readings track seasonal rise across late spring.
+46458,2024-06-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.923,False,Operator reported intermittent chatter on machine CNC-04.
+46459,2024-06-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Humidity climbed during dock-door open period in afternoon shift.
+46460,2024-06-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.976,False,Short-lived packet loss observed at edge gateway gw-02.
+46461,2024-06-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Warning threshold updated for pilot predictive-maintenance model.
+46462,2024-06-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.115,False,Maintenance crew confirmed lubrication interval was missed.
+46463,2024-06-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Machine throughput increase drove sustained pressure uplift.
+46464,2024-06-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.494,False,Vibration burst exceeds envelope during tool change cycle.
+46465,2024-06-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46466,2024-06-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.785,False,Transient outlier matched forklift impact near cabinet wall.
+46467,2024-06-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.083,False,Vibration harmonics broadened during extended production run.
+46468,2024-06-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.703,False,Humidity readings track seasonal rise across late spring.
+46469,2024-06-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.926,False,Maintenance crew confirmed lubrication interval was missed.
+46470,2024-06-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.505,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46471,2024-06-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Humidity excursion near finishing booth during coating run.
+46472,2024-06-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.942,False,Sensor battery health remains nominal after firmware update.
+46473,2024-06-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.847,False,Humidity excursion near finishing booth during coating run.
+46474,2024-06-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.446,False,Humidity baseline improved after seal replacement.
+46475,2024-06-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Machine throughput increase drove sustained pressure uplift.
+46476,2024-06-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.935,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46477,2024-06-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Operator reported intermittent chatter on machine CNC-04.
+46478,2024-06-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.385,False,Vibration baseline recovered after tool holder replacement.
+46479,2024-06-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.381,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46480,2024-06-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.768,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46481,2024-06-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Vibration harmonics broadened during extended production run.
+46482,2024-06-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.636,False,Pressure peak corresponds to oversized billet batch processing.
+46483,2024-06-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.737,False,Temperature remained elevated during unscheduled overtime run.
+46484,2024-06-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.906,False,Quality hold reduced finishing booth activity for one shift.
+46485,2024-06-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46486,2024-06-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.509,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46487,2024-06-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.735,False,Maintenance crew confirmed lubrication interval was missed.
+46488,2024-06-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.133,False,Condensation warning cleared after dehumidifier ramp-up.
+46489,2024-06-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.233,False,Transient outlier matched forklift impact near cabinet wall.
+46490,2024-06-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.582,False,Operator reset acknowledged after red-tag inspection.
+46491,2024-06-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.77,False,Operator reported intermittent chatter on machine CNC-04.
+46492,2024-06-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.822,False,Condensation warning cleared after dehumidifier ramp-up.
+46493,2024-06-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Sensor battery health remains nominal after firmware update.
+46494,2024-06-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.876,False,Operator reset acknowledged after red-tag inspection.
+46495,2024-06-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Maintenance scheduler deferred calibration due to spare shortage.
+46496,2024-06-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.577,False,Sensor enclosure opened for manual calibration verification.
+46497,2024-06-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Vibration burst exceeds envelope during tool change cycle.
+46498,2024-06-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.763,False,Vibration baseline recovered after tool holder replacement.
+46499,2024-06-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.461,False,Short-lived packet loss observed at edge gateway gw-02.
+46500,2024-06-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.988,False,Dust extraction fan offline for 18 minutes on line finishing.
+46501,2024-06-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Dust extraction fan offline for 18 minutes on line finishing.
+46502,2024-06-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.019,False,Anomaly review flagged possible bearing wear progression.
+46503,2024-06-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.767,False,Humidity excursion near finishing booth during coating run.
+46504,2024-06-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.422,False,Unbalanced load introduced cyclical pressure ripple.
+46505,2024-06-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Sensor heartbeat delayed by one interval after gateway retry.
+46506,2024-06-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.421,False,Maintenance crew confirmed lubrication interval was missed.
+46507,2024-06-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.398,False,Shift handoff note referenced unusual noise near press enclosure.
+46508,2024-06-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.773,False,SCADA backfill inserted two delayed telemetry points.
+46509,2024-06-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.033,False,Temperature remained elevated during unscheduled overtime run.
+46510,2024-06-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.386,False,Sensor battery health remains nominal after firmware update.
+46511,2024-06-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Shift handoff note referenced unusual noise near press enclosure.
+46512,2024-06-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.244,False,Temperature remained elevated during unscheduled overtime run.
+46513,2024-06-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,SCADA backfill inserted two delayed telemetry points.
+46514,2024-06-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.756,False,Thermal overshoot event coincided with recipe change on furnace.
+46515,2024-06-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46516,2024-06-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.42,False,Quality hold reduced finishing booth activity for one shift.
+46517,2024-06-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.107,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46518,2024-06-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,54.257,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46519,2024-06-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.763,False,Sensor battery health remains nominal after firmware update.
+46520,2024-06-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.946,False,Unbalanced load introduced cyclical pressure ripple.
+46521,2024-06-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Air handler maintenance reduced humidity variance on finishing line.
+46522,2024-06-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.798,False,Sensor signal clipping observed during startup surge.
+46523,2024-06-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.251,False,Press cycle dwell time lengthened during high-volume batch.
+46524,2024-06-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.996,False,Humidity readings track seasonal rise across late spring.
+46525,2024-06-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.357,False,Warning threshold updated for pilot predictive-maintenance model.
+46526,2024-06-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.456,False,Reliability engineer tagged sample window for model retraining.
+46527,2024-06-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.955,False,Press cycle dwell time lengthened during high-volume batch.
+46528,2024-06-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.237,False,Humidity excursion near finishing booth during coating run.
+46529,2024-06-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Maintenance crew confirmed lubrication interval was missed.
+46530,2024-06-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.089,False,Warning threshold updated for pilot predictive-maintenance model.
+46531,2024-06-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.264,False,Pressure settled back to nominal after valve reseat.
+46532,2024-06-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.691,False,Reliability engineer tagged sample window for model retraining.
+46533,2024-06-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46534,2024-06-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.457,False,Calibration check overdue by 11 days for press-line transducer.
+46535,2024-06-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Short-lived packet loss observed at edge gateway gw-02.
+46536,2024-06-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.508,False,Vibration burst exceeds envelope during tool change cycle.
+46537,2024-06-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.025,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46538,2024-06-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Sensor heartbeat delayed by one interval after gateway retry.
+46539,2024-06-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.466,False,Temperature remained elevated during unscheduled overtime run.
+46540,2024-06-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.368,False,Edge collector replayed buffered events after network recovery.
+46541,2024-06-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.926,False,Air handler maintenance reduced humidity variance on finishing line.
+46542,2024-06-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.745,False,Transient outlier matched forklift impact near cabinet wall.
+46543,2024-06-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Reliability engineer tagged sample window for model retraining.
+46544,2024-06-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Vibration burst exceeds envelope during tool change cycle.
+46545,2024-06-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.744,False,Maintenance note logged for coupling imbalance inspection.
+46546,2024-06-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.621,False,Unbalanced load introduced cyclical pressure ripple.
+46547,2024-06-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Sensor battery health remains nominal after firmware update.
+46548,2024-06-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.756,False,Anomaly review flagged possible bearing wear progression.
+46549,2024-06-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.417,False,Machine idle period extended during planned sanitation window.
+46550,2024-06-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.449,False,Coolant loop adjustment reduced chamber temperature spread.
+46551,2024-06-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.429,False,Calibration check overdue by 11 days for press-line transducer.
+46552,2024-06-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.935,False,Pressure line purge completed before restart authorization.
+46553,2024-06-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Coolant loop adjustment reduced chamber temperature spread.
+46554,2024-06-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.648,False,Unbalanced load introduced cyclical pressure ripple.
+46555,2024-06-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46556,2024-06-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.94,False,Calibration check overdue by 11 days for press-line transducer.
+46557,2024-06-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.696,False,Temperature remained elevated during unscheduled overtime run.
+46558,2024-06-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.506,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46559,2024-06-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46560,2024-06-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.27,False,Maintenance crew confirmed lubrication interval was missed.
+46561,2024-06-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Maintenance scheduler deferred calibration due to spare shortage.
+46562,2024-06-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.98,False,Sensor enclosure opened for manual calibration verification.
+46563,2024-06-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.308,False,Vibration burst exceeds envelope during tool change cycle.
+46564,2024-06-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.383,False,SCADA backfill inserted two delayed telemetry points.
+46565,2024-06-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.407,False,Calibration check overdue by 11 days for press-line transducer.
+46566,2024-06-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.083,False,Thermal overshoot event coincided with recipe change on furnace.
+46567,2024-06-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.723,False,Sensor enclosure opened for manual calibration verification.
+46568,2024-06-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.383,False,Humidity baseline improved after seal replacement.
+46569,2024-06-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.177,False,Vibration burst exceeds envelope during tool change cycle.
+46570,2024-06-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.204,False,Vibration baseline recovered after tool holder replacement.
+46571,2024-06-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.477,False,Packaging line stop reduced adjacent vibration background.
+46572,2024-06-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.779,False,Machine throughput increase drove sustained pressure uplift.
+46573,2024-06-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.463,False,Anomaly review flagged possible bearing wear progression.
+46574,2024-06-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.661,False,Anomaly review flagged possible bearing wear progression.
+46575,2024-06-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Humidity readings track seasonal rise across late spring.
+46576,2024-06-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.649,False,Sensor heartbeat delayed by one interval after gateway retry.
+46577,2024-06-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Pressure line purge completed before restart authorization.
+46578,2024-06-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.328,False,Pressure line purge completed before restart authorization.
+46579,2024-06-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.232,False,Sensor battery health remains nominal after firmware update.
+46580,2024-06-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.988,False,SCADA backfill inserted two delayed telemetry points.
+46581,2024-06-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Machine throughput increase drove sustained pressure uplift.
+46582,2024-06-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.242,False,Sensor enclosure opened for manual calibration verification.
+46583,2024-06-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.087,False,Temperature remained elevated during unscheduled overtime run.
+46584,2024-06-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.773,False,Humidity excursion near finishing booth during coating run.
+46585,2024-06-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.819,False,Humidity climbed during dock-door open period in afternoon shift.
+46586,2024-06-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.472,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46587,2024-06-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.156,False,Machine throughput increase drove sustained pressure uplift.
+46588,2024-06-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.292,False,Quality hold reduced finishing booth activity for one shift.
+46589,2024-06-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.342,False,Short-lived packet loss observed at edge gateway gw-02.
+46590,2024-06-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.266,False,Quality hold reduced finishing booth activity for one shift.
+46591,2024-06-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Anomaly review flagged possible bearing wear progression.
+46592,2024-06-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.103,False,Supervisory alert generated after three consecutive threshold breaches.
+46593,2024-06-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Humidity excursion near finishing booth during coating run.
+46594,2024-06-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.808,False,Humidity baseline improved after seal replacement.
+46595,2024-06-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.283,False,Operator reported intermittent chatter on machine CNC-04.
+46596,2024-06-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.649,False,Quality hold reduced finishing booth activity for one shift.
+46597,2024-06-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Telemetry quality flag downgraded during sensor self-test window.
+46598,2024-06-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.342,False,Transient outlier matched forklift impact near cabinet wall.
+46599,2024-06-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.155,False,Humidity readings track seasonal rise across late spring.
+46600,2024-06-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.695,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46601,2024-06-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Hydraulic line pressure oscillation detected under load.
+46602,2024-06-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.655,False,SCADA backfill inserted two delayed telemetry points.
+46603,2024-06-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.613,False,Thermal ramp exceeded expected warmup curve before shift start.
+46604,2024-06-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.85,False,Maintenance crew confirmed lubrication interval was missed.
+46605,2024-06-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.381,False,Dust extraction fan offline for 18 minutes on line finishing.
+46606,2024-06-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.038,False,Pressure peak corresponds to oversized billet batch processing.
+46607,2024-06-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.434,False,Pressure peak corresponds to oversized billet batch processing.
+46608,2024-06-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.661,False,Press cycle dwell time lengthened during high-volume batch.
+46609,2024-06-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Thermal overshoot event coincided with recipe change on furnace.
+46610,2024-06-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.427,False,Operator reported intermittent chatter on machine CNC-04.
+46611,2024-06-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.565,False,Vibration baseline recovered after tool holder replacement.
+46612,2024-06-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.61,False,Packaging line stop reduced adjacent vibration background.
+46613,2024-06-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.438,False,Shift handoff note referenced unusual noise near press enclosure.
+46614,2024-06-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.874,False,Temporary gateway failover completed without data loss.
+46615,2024-06-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Night shift startup produced higher than normal vibration floor.
+46616,2024-06-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.98,False,Sensor enclosure opened for manual calibration verification.
+46617,2024-06-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.199,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46618,2024-06-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.891,False,Thermal ramp exceeded expected warmup curve before shift start.
+46619,2024-06-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.513,False,Edge collector replayed buffered events after network recovery.
+46620,2024-06-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.55,False,Anomaly review flagged possible bearing wear progression.
+46621,2024-06-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Coolant loop adjustment reduced chamber temperature spread.
+46622,2024-06-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.267,False,Unbalanced load introduced cyclical pressure ripple.
+46623,2024-06-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.274,False,Quality team requested trace review for lot 24-118B.
+46624,2024-06-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.293,False,Night shift startup produced higher than normal vibration floor.
+46625,2024-06-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46626,2024-06-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.786,False,Condensation warning cleared after dehumidifier ramp-up.
+46627,2024-06-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.76,False,Operator reported intermittent chatter on machine CNC-04.
+46628,2024-06-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.052,False,Temperature remained elevated during unscheduled overtime run.
+46629,2024-06-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Sensor signal clipping observed during startup surge.
+46630,2024-06-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.375,False,Pressure peak corresponds to oversized billet batch processing.
+46631,2024-06-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Shift handoff note referenced unusual noise near press enclosure.
+46632,2024-06-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.961,False,Operator reset acknowledged after red-tag inspection.
+46633,2024-06-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Operator reset acknowledged after red-tag inspection.
+46634,2024-06-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.35,False,Hydraulic line pressure oscillation detected under load.
+46635,2024-06-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.035,False,Coolant loop adjustment reduced chamber temperature spread.
+46636,2024-06-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.702,False,Humidity climbed during dock-door open period in afternoon shift.
+46637,2024-06-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Hydraulic line pressure oscillation detected under load.
+46638,2024-06-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.775,False,Warning threshold updated for pilot predictive-maintenance model.
+46639,2024-06-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.897,False,Air handler maintenance reduced humidity variance on finishing line.
+46640,2024-06-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.858,False,Telemetry quality flag downgraded during sensor self-test window.
+46641,2024-06-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Pressure line purge completed before restart authorization.
+46642,2024-06-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.201,False,Air handler maintenance reduced humidity variance on finishing line.
+46643,2024-06-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.868,False,Temperature variance narrowed after coolant nozzle cleaning.
+46644,2024-06-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.742,False,Bearing temperature rising faster than baseline on spindle cell.
+46645,2024-06-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.045,False,Pressure peak corresponds to oversized billet batch processing.
+46646,2024-06-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.016,False,Thermal overshoot event coincided with recipe change on furnace.
+46647,2024-06-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.884,False,Sensor heartbeat delayed by one interval after gateway retry.
+46648,2024-06-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.982,False,Maintenance note logged for coupling imbalance inspection.
+46649,2024-06-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.187,False,Pressure peak corresponds to oversized billet batch processing.
+46650,2024-06-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.919,False,SCADA backfill inserted two delayed telemetry points.
+46651,2024-06-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Operator reported intermittent chatter on machine CNC-04.
+46652,2024-06-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.669,False,Vibration baseline recovered after tool holder replacement.
+46653,2024-06-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.82,False,Maintenance scheduler deferred calibration due to spare shortage.
+46654,2024-06-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.557,False,Transient outlier matched forklift impact near cabinet wall.
+46655,2024-06-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.723,False,Coolant loop adjustment reduced chamber temperature spread.
+46656,2024-06-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.252,False,Sensor enclosure opened for manual calibration verification.
+46657,2024-06-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Maintenance crew confirmed lubrication interval was missed.
+46658,2024-06-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.651,False,Sensor heartbeat delayed by one interval after gateway retry.
+46659,2024-06-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Operator reported intermittent chatter on machine CNC-04.
+46660,2024-06-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.478,False,Shift handoff note referenced unusual noise near press enclosure.
+46661,2024-06-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.879,False,Temperature variance narrowed after coolant nozzle cleaning.
+46662,2024-06-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.049,False,Maintenance scheduler deferred calibration due to spare shortage.
+46663,2024-06-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.223,False,Sensor signal clipping observed during startup surge.
+46664,2024-06-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.531,False,Vibration harmonics broadened during extended production run.
+46665,2024-06-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.566,False,Pressure settled back to nominal after valve reseat.
+46666,2024-06-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.702,False,Short-lived packet loss observed at edge gateway gw-02.
+46667,2024-06-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.076,False,Quality hold reduced finishing booth activity for one shift.
+46668,2024-06-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.755,False,Edge collector replayed buffered events after network recovery.
+46669,2024-06-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.387,False,Vibration harmonics broadened during extended production run.
+46670,2024-06-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.001,False,Pressure settled back to nominal after valve reseat.
+46671,2024-06-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.433,False,Short-lived packet loss observed at edge gateway gw-02.
+46672,2024-06-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.516,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46673,2024-06-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.164,False,Dust extraction fan offline for 18 minutes on line finishing.
+46674,2024-06-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.788,False,Warning threshold updated for pilot predictive-maintenance model.
+46675,2024-06-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.519,False,Unbalanced load introduced cyclical pressure ripple.
+46676,2024-06-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.357,False,Sensor enclosure opened for manual calibration verification.
+46677,2024-06-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.05,False,Humidity climbed during dock-door open period in afternoon shift.
+46678,2024-06-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.151,False,Hydraulic line pressure oscillation detected under load.
+46679,2024-06-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.293,False,Machine idle period extended during planned sanitation window.
+46680,2024-06-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.985,False,Sensor battery health remains nominal after firmware update.
+46681,2024-06-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Unbalanced load introduced cyclical pressure ripple.
+46682,2024-06-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.673,False,Machine throughput increase drove sustained pressure uplift.
+46683,2024-06-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.468,False,Sensor signal clipping observed during startup surge.
+46684,2024-06-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.194,False,Supervisory alert generated after three consecutive threshold breaches.
+46685,2024-06-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.557,False,Coolant loop adjustment reduced chamber temperature spread.
+46686,2024-06-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.962,False,Operator reset acknowledged after red-tag inspection.
+46687,2024-06-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor battery health remains nominal after firmware update.
+46688,2024-06-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.348,False,Anomaly review flagged possible bearing wear progression.
+46689,2024-06-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Transient outlier matched forklift impact near cabinet wall.
+46690,2024-06-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.617,False,Night shift startup produced higher than normal vibration floor.
+46691,2024-06-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46692,2024-06-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.393,False,Condensation warning cleared after dehumidifier ramp-up.
+46693,2024-06-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.501,False,Maintenance scheduler deferred calibration due to spare shortage.
+46694,2024-06-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.027,False,Humidity climbed during dock-door open period in afternoon shift.
+46695,2024-06-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.051,False,Thermal overshoot event coincided with recipe change on furnace.
+46696,2024-06-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.45,False,Night shift startup produced higher than normal vibration floor.
+46697,2024-06-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.371,False,Humidity readings track seasonal rise across late spring.
+46698,2024-06-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.956,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46699,2024-06-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.166,False,Operator reported intermittent chatter on machine CNC-04.
+46700,2024-06-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.522,False,Telemetry quality flag downgraded during sensor self-test window.
+46701,2024-06-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46702,2024-06-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.212,False,Pressure settled back to nominal after valve reseat.
+46703,2024-06-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.265,False,Humidity climbed during dock-door open period in afternoon shift.
+46704,2024-06-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.328,False,Packaging line stop reduced adjacent vibration background.
+46705,2024-06-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Reliability engineer tagged sample window for model retraining.
+46706,2024-06-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.542,False,Machine idle period extended during planned sanitation window.
+46707,2024-06-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.143,False,Dust extraction fan offline for 18 minutes on line finishing.
+46708,2024-06-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.82,False,Bearing temperature rising faster than baseline on spindle cell.
+46709,2024-06-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Maintenance crew confirmed lubrication interval was missed.
+46710,2024-06-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.016,False,Telemetry quality flag downgraded during sensor self-test window.
+46711,2024-06-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Press cycle dwell time lengthened during high-volume batch.
+46712,2024-06-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.164,False,Operator reset acknowledged after red-tag inspection.
+46713,2024-06-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.575,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46714,2024-06-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.32,False,Condensation warning cleared after dehumidifier ramp-up.
+46715,2024-06-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46716,2024-06-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.396,False,Short-lived packet loss observed at edge gateway gw-02.
+46717,2024-06-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46718,2024-06-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.901,False,Hydraulic line pressure oscillation detected under load.
+46719,2024-06-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.923,False,Maintenance scheduler deferred calibration due to spare shortage.
+46720,2024-06-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.897,False,Packaging line stop reduced adjacent vibration background.
+46721,2024-06-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.574,False,Humidity baseline improved after seal replacement.
+46722,2024-06-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.488,False,Unbalanced load introduced cyclical pressure ripple.
+46723,2024-06-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Vibration burst exceeds envelope during tool change cycle.
+46724,2024-06-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.924,False,Press cycle dwell time lengthened during high-volume batch.
+46725,2024-06-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Sensor heartbeat delayed by one interval after gateway retry.
+46726,2024-06-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.656,False,Supervisory alert generated after three consecutive threshold breaches.
+46727,2024-06-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.962,False,Humidity climbed during dock-door open period in afternoon shift.
+46728,2024-06-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.807,False,Short-lived packet loss observed at edge gateway gw-02.
+46729,2024-06-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.293,False,Sensor enclosure opened for manual calibration verification.
+46730,2024-06-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.738,False,Unbalanced load introduced cyclical pressure ripple.
+46731,2024-06-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.888,False,Shift handoff note referenced unusual noise near press enclosure.
+46732,2024-06-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.523,False,Temperature variance narrowed after coolant nozzle cleaning.
+46733,2024-06-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Shift handoff note referenced unusual noise near press enclosure.
+46734,2024-06-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.632,False,Temperature remained elevated during unscheduled overtime run.
+46735,2024-06-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,5.995,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46736,2024-06-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.184,False,Pressure settled back to nominal after valve reseat.
+46737,2024-06-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.856,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46738,2024-06-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.396,False,Machine throughput increase drove sustained pressure uplift.
+46739,2024-06-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.959,False,Temperature remained elevated during unscheduled overtime run.
+46740,2024-06-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.669,False,Humidity readings track seasonal rise across late spring.
+46741,2024-06-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Maintenance scheduler deferred calibration due to spare shortage.
+46742,2024-06-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.94,False,Operator reported intermittent chatter on machine CNC-04.
+46743,2024-06-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.399,False,Operator reported intermittent chatter on machine CNC-04.
+46744,2024-06-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.814,False,Warning threshold updated for pilot predictive-maintenance model.
+46745,2024-06-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.933,False,Press cycle dwell time lengthened during high-volume batch.
+46746,2024-06-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.1,False,Unbalanced load introduced cyclical pressure ripple.
+46747,2024-06-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.704,False,Calibration check overdue by 11 days for press-line transducer.
+46748,2024-06-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.584,False,Sensor heartbeat delayed by one interval after gateway retry.
+46749,2024-06-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46750,2024-06-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.444,False,Sensor heartbeat delayed by one interval after gateway retry.
+46751,2024-06-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.8,False,Humidity readings track seasonal rise across late spring.
+46752,2024-06-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.665,False,Humidity baseline improved after seal replacement.
+46753,2024-06-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Calibration check overdue by 11 days for press-line transducer.
+46754,2024-06-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.855,False,Maintenance note logged for coupling imbalance inspection.
+46755,2024-06-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Supervisory alert generated after three consecutive threshold breaches.
+46756,2024-06-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.254,False,Vibration baseline recovered after tool holder replacement.
+46757,2024-06-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Humidity readings track seasonal rise across late spring.
+46758,2024-06-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.079,False,Vibration baseline recovered after tool holder replacement.
+46759,2024-06-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.951,False,Thermal overshoot event coincided with recipe change on furnace.
+46760,2024-06-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.296,False,Condensation warning cleared after dehumidifier ramp-up.
+46761,2024-06-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Humidity excursion near finishing booth during coating run.
+46762,2024-06-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.647,False,Humidity climbed during dock-door open period in afternoon shift.
+46763,2024-06-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.297,False,Sensor battery health remains nominal after firmware update.
+46764,2024-06-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.068,False,Machine idle period extended during planned sanitation window.
+46765,2024-06-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.351,False,Vibration baseline recovered after tool holder replacement.
+46766,2024-06-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.752,False,Shift handoff note referenced unusual noise near press enclosure.
+46767,2024-06-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46768,2024-06-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.265,False,Humidity excursion near finishing booth during coating run.
+46769,2024-06-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.185,False,Quality hold reduced finishing booth activity for one shift.
+46770,2024-06-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.009,False,Anomaly review flagged possible bearing wear progression.
+46771,2024-06-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.474,False,Anomaly review flagged possible bearing wear progression.
+46772,2024-06-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.044,False,Warning threshold updated for pilot predictive-maintenance model.
+46773,2024-06-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.738,False,Machine throughput increase drove sustained pressure uplift.
+46774,2024-06-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.529,False,Humidity climbed during dock-door open period in afternoon shift.
+46775,2024-06-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Night shift startup produced higher than normal vibration floor.
+46776,2024-06-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.008,False,Edge collector replayed buffered events after network recovery.
+46777,2024-06-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Night shift startup produced higher than normal vibration floor.
+46778,2024-06-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.299,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46779,2024-06-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.396,False,Operator reset acknowledged after red-tag inspection.
+46780,2024-06-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.967,False,Pressure settled back to nominal after valve reseat.
+46781,2024-06-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.175,False,Coolant loop adjustment reduced chamber temperature spread.
+46782,2024-06-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.775,False,Operator reported intermittent chatter on machine CNC-04.
+46783,2024-06-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.74,False,Quality hold reduced finishing booth activity for one shift.
+46784,2024-06-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.504,False,Supervisory alert generated after three consecutive threshold breaches.
+46785,2024-06-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46786,2024-06-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.473,False,Temporary gateway failover completed without data loss.
+46787,2024-06-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Warning threshold updated for pilot predictive-maintenance model.
+46788,2024-06-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.123,False,Temperature variance narrowed after coolant nozzle cleaning.
+46789,2024-06-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.192,False,Quality team requested trace review for lot 24-118B.
+46790,2024-06-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.699,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46791,2024-06-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.859,False,Humidity readings track seasonal rise across late spring.
+46792,2024-06-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.699,False,Operator reset acknowledged after red-tag inspection.
+46793,2024-06-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Humidity baseline improved after seal replacement.
+46794,2024-06-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.317,False,Hydraulic line pressure oscillation detected under load.
+46795,2024-06-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.46,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46796,2024-06-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.86,False,Thermal overshoot event coincided with recipe change on furnace.
+46797,2024-06-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.597,False,Sensor heartbeat delayed by one interval after gateway retry.
+46798,2024-06-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.655,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46799,2024-06-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.341,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46800,2024-06-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.627,False,Air handler maintenance reduced humidity variance on finishing line.
+46801,2024-06-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Quality team requested trace review for lot 24-118B.
+46802,2024-06-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.394,False,Vibration baseline recovered after tool holder replacement.
+46803,2024-06-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.837,False,Bearing temperature rising faster than baseline on spindle cell.
+46804,2024-06-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.737,False,Humidity climbed during dock-door open period in afternoon shift.
+46805,2024-06-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.669,False,Machine throughput increase drove sustained pressure uplift.
+46806,2024-06-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.979,False,Condensation warning cleared after dehumidifier ramp-up.
+46807,2024-06-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.27,False,Pressure settled back to nominal after valve reseat.
+46808,2024-06-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.42,False,Air handler maintenance reduced humidity variance on finishing line.
+46809,2024-06-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,Sensor heartbeat delayed by one interval after gateway retry.
+46810,2024-06-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.67,False,Vibration baseline recovered after tool holder replacement.
+46811,2024-06-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Sensor battery health remains nominal after firmware update.
+46812,2024-06-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.482,False,Machine idle period extended during planned sanitation window.
+46813,2024-06-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Transient outlier matched forklift impact near cabinet wall.
+46814,2024-06-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.519,False,Telemetry quality flag downgraded during sensor self-test window.
+46815,2024-06-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.597,False,Humidity excursion near finishing booth during coating run.
+46816,2024-06-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.034,False,Coolant loop adjustment reduced chamber temperature spread.
+46817,2024-06-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,SCADA backfill inserted two delayed telemetry points.
+46818,2024-06-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.252,False,Vibration baseline recovered after tool holder replacement.
+46819,2024-06-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.045,False,Vibration burst exceeds envelope during tool change cycle.
+46820,2024-06-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.646,False,Pressure settled back to nominal after valve reseat.
+46821,2024-06-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.195,False,Maintenance crew confirmed lubrication interval was missed.
+46822,2024-06-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.402,False,Shift handoff note referenced unusual noise near press enclosure.
+46823,2024-06-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.827,False,Thermal ramp exceeded expected warmup curve before shift start.
+46824,2024-06-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.691,False,Vibration harmonics broadened during extended production run.
+46825,2024-06-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.148,False,Transient outlier matched forklift impact near cabinet wall.
+46826,2024-06-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.409,False,Sensor heartbeat delayed by one interval after gateway retry.
+46827,2024-06-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46828,2024-06-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.47,False,Compressed air fluctuation introduced pressure noise for two cycles.
+46829,2024-06-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Coolant loop adjustment reduced chamber temperature spread.
+46830,2024-06-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.171,False,Pressure peak corresponds to oversized billet batch processing.
+46831,2024-06-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.168,False,Maintenance scheduler deferred calibration due to spare shortage.
+46832,2024-06-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.265,False,Quality hold reduced finishing booth activity for one shift.
+46833,2024-06-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Night shift startup produced higher than normal vibration floor.
+46834,2024-06-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.139,False,Operator reported intermittent chatter on machine CNC-04.
+46835,2024-06-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.009,False,Operator reset acknowledged after red-tag inspection.
+46836,2024-06-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.171,False,Press cycle dwell time lengthened during high-volume batch.
+46837,2024-06-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.766,False,Sensor signal clipping observed during startup surge.
+46838,2024-06-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.814,False,Operator reset acknowledged after red-tag inspection.
+46839,2024-06-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.55,False,Short-lived packet loss observed at edge gateway gw-02.
+46840,2024-06-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.722,False,Calibration check overdue by 11 days for press-line transducer.
+46841,2024-06-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Short-lived packet loss observed at edge gateway gw-02.
+46842,2024-06-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.192,False,Reliability engineer tagged sample window for model retraining.
+46843,2024-06-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.59,False,Edge collector replayed buffered events after network recovery.
+46844,2024-06-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.105,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46845,2024-06-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.234,False,Maintenance note logged for coupling imbalance inspection.
+46846,2024-06-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46847,2024-06-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Humidity readings track seasonal rise across late spring.
+46848,2024-06-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.469,False,Quality hold reduced finishing booth activity for one shift.
+46849,2024-06-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Bearing temperature rising faster than baseline on spindle cell.
+46850,2024-06-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.645,False,Condensation warning cleared after dehumidifier ramp-up.
+46851,2024-06-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.259,False,Humidity baseline improved after seal replacement.
+46852,2024-06-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.255,False,Sensor signal clipping observed during startup surge.
+46853,2024-06-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Maintenance scheduler deferred calibration due to spare shortage.
+46854,2024-06-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.397,False,Dust extraction fan offline for 18 minutes on line finishing.
+46855,2024-06-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46856,2024-06-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.863,False,Air handler maintenance reduced humidity variance on finishing line.
+46857,2024-06-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.17,False,Packaging line stop reduced adjacent vibration background.
+46858,2024-06-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.911,False,Pressure settled back to nominal after valve reseat.
+46859,2024-06-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Sensor battery health remains nominal after firmware update.
+46860,2024-06-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.009,False,Vibration harmonics broadened during extended production run.
+46861,2024-06-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Temperature remained elevated during unscheduled overtime run.
+46862,2024-06-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.215,False,Maintenance crew confirmed lubrication interval was missed.
+46863,2024-06-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Calibration check overdue by 11 days for press-line transducer.
+46864,2024-06-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.56,False,Hydraulic line pressure oscillation detected under load.
+46865,2024-06-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance crew confirmed lubrication interval was missed.
+46866,2024-06-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.398,False,Humidity baseline improved after seal replacement.
+46867,2024-06-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Pressure settled back to nominal after valve reseat.
+46868,2024-06-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.737,False,Pressure line purge completed before restart authorization.
+46869,2024-06-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46870,2024-06-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.683,False,Bearing temperature rising faster than baseline on spindle cell.
+46871,2024-06-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Humidity climbed during dock-door open period in afternoon shift.
+46872,2024-06-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46873,2024-06-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Pressure peak corresponds to oversized billet batch processing.
+46874,2024-06-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.191,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46875,2024-06-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.268,False,Maintenance scheduler deferred calibration due to spare shortage.
+46876,2024-06-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.318,False,Vibration burst exceeds envelope during tool change cycle.
+46877,2024-06-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Sensor signal clipping observed during startup surge.
+46878,2024-06-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.801,False,Operator reported intermittent chatter on machine CNC-04.
+46879,2024-06-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.755,False,Vibration burst exceeds envelope during tool change cycle.
+46880,2024-06-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.5,False,Shift handoff note referenced unusual noise near press enclosure.
+46881,2024-06-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Pressure line purge completed before restart authorization.
+46882,2024-06-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.158,False,SCADA backfill inserted two delayed telemetry points.
+46883,2024-06-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.915,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46884,2024-06-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.141,False,Telemetry quality flag downgraded during sensor self-test window.
+46885,2024-06-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Unbalanced load introduced cyclical pressure ripple.
+46886,2024-06-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.016,False,Shift handoff note referenced unusual noise near press enclosure.
+46887,2024-06-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.061,False,Temperature variance narrowed after coolant nozzle cleaning.
+46888,2024-06-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.007,False,Maintenance note logged for coupling imbalance inspection.
+46889,2024-06-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Warning threshold updated for pilot predictive-maintenance model.
+46890,2024-06-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.428,False,Thermal ramp exceeded expected warmup curve before shift start.
+46891,2024-06-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Sensor heartbeat delayed by one interval after gateway retry.
+46892,2024-06-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.334,False,Thermal overshoot event coincided with recipe change on furnace.
+46893,2024-06-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.014,False,Humidity climbed during dock-door open period in afternoon shift.
+46894,2024-06-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.215,False,Supervisory alert generated after three consecutive threshold breaches.
+46895,2024-06-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.74,False,Packaging line stop reduced adjacent vibration background.
+46896,2024-06-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.11,False,Operator reported intermittent chatter on machine CNC-04.
+46897,2024-06-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.304,False,Machine idle period extended during planned sanitation window.
+46898,2024-06-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.758,False,Sensor enclosure opened for manual calibration verification.
+46899,2024-06-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.712,False,Bearing temperature rising faster than baseline on spindle cell.
+46900,2024-06-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.362,False,Bearing temperature rising faster than baseline on spindle cell.
+46901,2024-06-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46902,2024-06-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.96,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+46903,2024-06-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Thermal overshoot event coincided with recipe change on furnace.
+46904,2024-06-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.718,False,Sensor enclosure opened for manual calibration verification.
+46905,2024-06-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Hydraulic line pressure oscillation detected under load.
+46906,2024-06-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Ambient temperature stabilized after HVAC stage-two engagement.
+46907,2024-06-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.519,False,Transient outlier matched forklift impact near cabinet wall.
+46908,2024-06-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.188,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46909,2024-06-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.063,False,Maintenance crew confirmed lubrication interval was missed.
+46910,2024-06-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.11,False,Thermal ramp exceeded expected warmup curve before shift start.
+46911,2024-06-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Humidity excursion near finishing booth during coating run.
+46912,2024-06-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.098,False,Humidity baseline improved after seal replacement.
+46913,2024-06-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Quality team requested trace review for lot 24-118B.
+46914,2024-06-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.054,False,Telemetry quality flag downgraded during sensor self-test window.
+46915,2024-06-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.13,False,Warning threshold updated for pilot predictive-maintenance model.
+46916,2024-06-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.936,False,Condensation warning cleared after dehumidifier ramp-up.
+46917,2024-06-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Humidity excursion near finishing booth during coating run.
+46918,2024-06-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.544,False,Temperature variance narrowed after coolant nozzle cleaning.
+46919,2024-06-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.19,False,Anomaly review flagged possible bearing wear progression.
+46920,2024-06-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.31,False,Thermal ramp exceeded expected warmup curve before shift start.
+46921,2024-06-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.065,False,Warning threshold updated for pilot predictive-maintenance model.
+46922,2024-06-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.788,False,Pressure settled back to nominal after valve reseat.
+46923,2024-06-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.342,False,Bearing temperature rising faster than baseline on spindle cell.
+46924,2024-06-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.852,False,Vibration baseline recovered after tool holder replacement.
+46925,2024-06-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Press cycle dwell time lengthened during high-volume batch.
+46926,2024-06-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.49,False,Press cycle dwell time lengthened during high-volume batch.
+46927,2024-06-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Vibration harmonics broadened during extended production run.
+46928,2024-06-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.943,False,Supervisory alert generated after three consecutive threshold breaches.
+46929,2024-06-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.953,False,Operator reported intermittent chatter on machine CNC-04.
+46930,2024-06-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.594,False,Machine idle period extended during planned sanitation window.
+46931,2024-06-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.01,False,Temperature remained elevated during unscheduled overtime run.
+46932,2024-06-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.114,False,Humidity readings track seasonal rise across late spring.
+46933,2024-06-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.833,False,Pressure line purge completed before restart authorization.
+46934,2024-06-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.963,False,Unbalanced load introduced cyclical pressure ripple.
+46935,2024-06-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Machine idle period extended during planned sanitation window.
+46936,2024-06-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.437,False,Edge collector replayed buffered events after network recovery.
+46937,2024-06-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Shift handoff note referenced unusual noise near press enclosure.
+46938,2024-06-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.178,False,Vibration harmonics broadened during extended production run.
+46939,2024-06-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.169,False,Maintenance crew confirmed lubrication interval was missed.
+46940,2024-06-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.451,False,Pressure line purge completed before restart authorization.
+46941,2024-06-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.729,False,Night shift startup produced higher than normal vibration floor.
+46942,2024-06-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.308,False,Edge collector replayed buffered events after network recovery.
+46943,2024-06-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Operator reset acknowledged after red-tag inspection.
+46944,2024-06-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.53,False,Condensation warning cleared after dehumidifier ramp-up.
+46945,2024-06-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.212,False,Coolant loop adjustment reduced chamber temperature spread.
+46946,2024-06-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.9,False,Sensor battery health remains nominal after firmware update.
+46947,2024-06-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.79,False,Transient outlier matched forklift impact near cabinet wall.
+46948,2024-06-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.866,False,Short-lived packet loss observed at edge gateway gw-02.
+46949,2024-06-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Transient outlier matched forklift impact near cabinet wall.
+46950,2024-06-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.619,False,Vibration harmonics broadened during extended production run.
+46951,2024-06-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.594,False,Short-lived packet loss observed at edge gateway gw-02.
+46952,2024-06-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.921,False,Humidity baseline improved after seal replacement.
+46953,2024-06-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.461,False,Coolant loop adjustment reduced chamber temperature spread.
+46954,2024-06-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.951,False,Air handler maintenance reduced humidity variance on finishing line.
+46955,2024-06-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.611,False,Temperature remained elevated during unscheduled overtime run.
+46956,2024-06-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46957,2024-06-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Press cycle dwell time lengthened during high-volume batch.
+46958,2024-06-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.011,False,Reliability engineer tagged sample window for model retraining.
+46959,2024-06-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.934,False,Quality team requested trace review for lot 24-118B.
+46960,2024-06-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.562,False,Packaging line stop reduced adjacent vibration background.
+46961,2024-06-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Humidity baseline improved after seal replacement.
+46962,2024-06-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
+46963,2024-06-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.908,False,Reliability engineer tagged sample window for model retraining.
+46964,2024-06-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.195,False,Air handler maintenance reduced humidity variance on finishing line.
+46965,2024-06-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Press cycle dwell time lengthened during high-volume batch.
+46966,2024-06-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.166,False,Short-lived packet loss observed at edge gateway gw-02.
+46967,2024-06-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46968,2024-06-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.156,False,Temperature remained elevated during unscheduled overtime run.
+46969,2024-06-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.246,False,Calibration check overdue by 11 days for press-line transducer.
+46970,2024-06-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.873,False,Humidity readings track seasonal rise across late spring.
+46971,2024-06-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.786,False,Sensor battery health remains nominal after firmware update.
+46972,2024-06-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.48,False,Sensor battery health remains nominal after firmware update.
+46973,2024-06-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Night shift startup produced higher than normal vibration floor.
+46974,2024-06-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.506,False,Short-lived packet loss observed at edge gateway gw-02.
+46975,2024-06-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.589,False,Temperature variance narrowed after coolant nozzle cleaning.
+46976,2024-06-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.472,False,Thermal overshoot event coincided with recipe change on furnace.
+46977,2024-06-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Temporary gateway failover completed without data loss.
+46978,2024-06-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.866,False,Vibration burst exceeds envelope during tool change cycle.
+46979,2024-06-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.596,False,Maintenance note logged for coupling imbalance inspection.
+46980,2024-06-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.457,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+46981,2024-06-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.749,False,Operator reset acknowledged after red-tag inspection.
+46982,2024-06-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.1,False,Maintenance note logged for coupling imbalance inspection.
+46983,2024-06-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
+46984,2024-06-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.063,False,Vibration burst exceeds envelope during tool change cycle.
+46985,2024-06-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Operator reported intermittent chatter on machine CNC-04.
+46986,2024-06-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.188,False,Unbalanced load introduced cyclical pressure ripple.
+46987,2024-06-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.848,False,Calibration check overdue by 11 days for press-line transducer.
+46988,2024-06-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.558,False,Reliability engineer tagged sample window for model retraining.
+46989,2024-06-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
+46990,2024-06-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.783,False,Supervisory alert generated after three consecutive threshold breaches.
+46991,2024-06-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.351,False,Operator reported intermittent chatter on machine CNC-04.
+46992,2024-06-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.995,False,Thermal overshoot event coincided with recipe change on furnace.
+46993,2024-06-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.691,False,Thermal ramp exceeded expected warmup curve before shift start.
+46994,2024-06-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.641,False,Thermal overshoot event coincided with recipe change on furnace.
+46995,2024-06-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.996,False,Unbalanced load introduced cyclical pressure ripple.
+46996,2024-06-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Transient outlier matched forklift impact near cabinet wall.
+46997,2024-06-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.161,False,Humidity climbed during dock-door open period in afternoon shift.
+46998,2024-06-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.143,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+46999,2024-06-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.021,False,SCADA backfill inserted two delayed telemetry points.
+47000,2024-06-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.595,False,Coolant loop adjustment reduced chamber temperature spread.
+47001,2024-06-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.136,False,Operator reported intermittent chatter on machine CNC-04.
+47002,2024-06-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.562,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47003,2024-06-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.331,False,Humidity readings track seasonal rise across late spring.
+47004,2024-06-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.809,False,Coolant loop adjustment reduced chamber temperature spread.
+47005,2024-06-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Short-lived packet loss observed at edge gateway gw-02.
+47006,2024-06-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.629,False,Telemetry quality flag downgraded during sensor self-test window.
+47007,2024-06-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47008,2024-06-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.931,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47009,2024-06-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.451,False,Thermal ramp exceeded expected warmup curve before shift start.
+47010,2024-06-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.875,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47011,2024-06-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.796,False,Operator reported intermittent chatter on machine CNC-04.
+47012,2024-06-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.657,False,Temporary gateway failover completed without data loss.
+47013,2024-06-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.47,False,Bearing temperature rising faster than baseline on spindle cell.
+47014,2024-06-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.398,False,Machine idle period extended during planned sanitation window.
+47015,2024-06-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.027,False,Edge collector replayed buffered events after network recovery.
+47016,2024-06-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.259,False,Maintenance crew confirmed lubrication interval was missed.
+47017,2024-06-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Anomaly review flagged possible bearing wear progression.
+47018,2024-06-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.425,False,Thermal ramp exceeded expected warmup curve before shift start.
+47019,2024-06-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Shift handoff note referenced unusual noise near press enclosure.
+47020,2024-06-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.672,False,Thermal overshoot event coincided with recipe change on furnace.
+47021,2024-06-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.196,False,Thermal ramp exceeded expected warmup curve before shift start.
+47022,2024-06-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.314,False,Sensor battery health remains nominal after firmware update.
+47023,2024-06-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.166,False,Unbalanced load introduced cyclical pressure ripple.
+47024,2024-06-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.761,False,Maintenance note logged for coupling imbalance inspection.
+47025,2024-06-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Humidity readings track seasonal rise across late spring.
+47026,2024-06-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.365,False,Sensor enclosure opened for manual calibration verification.
+47027,2024-06-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Supervisory alert generated after three consecutive threshold breaches.
+47028,2024-06-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.581,False,Temperature variance narrowed after coolant nozzle cleaning.
+47029,2024-06-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Calibration check overdue by 11 days for press-line transducer.
+47030,2024-06-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.137,False,Humidity readings track seasonal rise across late spring.
+47031,2024-06-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.735,False,Pressure line purge completed before restart authorization.
+47032,2024-06-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.754,False,Vibration baseline recovered after tool holder replacement.
+47033,2024-06-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Vibration baseline recovered after tool holder replacement.
+47034,2024-06-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.301,False,Supervisory alert generated after three consecutive threshold breaches.
+47035,2024-06-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Pressure line purge completed before restart authorization.
+47036,2024-06-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.335,False,Machine throughput increase drove sustained pressure uplift.
+47037,2024-06-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.836,False,Operator reset acknowledged after red-tag inspection.
+47038,2024-06-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47039,2024-06-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.043,False,Pressure settled back to nominal after valve reseat.
+47040,2024-06-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.993,False,Thermal overshoot event coincided with recipe change on furnace.
+47041,2024-06-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.898,False,Temperature remained elevated during unscheduled overtime run.
+47042,2024-06-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.689,False,Thermal overshoot event coincided with recipe change on furnace.
+47043,2024-06-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.647,False,Night shift startup produced higher than normal vibration floor.
+47044,2024-06-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.547,False,Sensor heartbeat delayed by one interval after gateway retry.
+47045,2024-06-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.853,False,Press cycle dwell time lengthened during high-volume batch.
+47046,2024-06-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.123,False,Maintenance scheduler deferred calibration due to spare shortage.
+47047,2024-06-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.967,False,Night shift startup produced higher than normal vibration floor.
+47048,2024-06-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.943,False,Anomaly review flagged possible bearing wear progression.
+47049,2024-06-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Temperature variance narrowed after coolant nozzle cleaning.
+47050,2024-06-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.602,False,Supervisory alert generated after three consecutive threshold breaches.
+47051,2024-06-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.627,False,Press cycle dwell time lengthened during high-volume batch.
+47052,2024-06-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.609,False,Supervisory alert generated after three consecutive threshold breaches.
+47053,2024-06-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.848,False,Telemetry quality flag downgraded during sensor self-test window.
+47054,2024-06-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.405,False,Sensor signal clipping observed during startup surge.
+47055,2024-06-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Packaging line stop reduced adjacent vibration background.
+47056,2024-06-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.313,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47057,2024-06-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Machine throughput increase drove sustained pressure uplift.
+47058,2024-06-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.774,False,Hydraulic line pressure oscillation detected under load.
+47059,2024-06-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.772,False,Pressure settled back to nominal after valve reseat.
+47060,2024-06-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.879,False,Calibration check overdue by 11 days for press-line transducer.
+47061,2024-06-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Vibration harmonics broadened during extended production run.
+47062,2024-06-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.309,False,Short-lived packet loss observed at edge gateway gw-02.
+47063,2024-06-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.414,False,Vibration harmonics broadened during extended production run.
+47064,2024-06-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.186,False,Temporary gateway failover completed without data loss.
+47065,2024-06-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Sensor enclosure opened for manual calibration verification.
+47066,2024-06-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.459,False,Quality team requested trace review for lot 24-118B.
+47067,2024-06-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Operator reset acknowledged after red-tag inspection.
+47068,2024-06-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.567,False,Temperature variance narrowed after coolant nozzle cleaning.
+47069,2024-06-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Condensation warning cleared after dehumidifier ramp-up.
+47070,2024-06-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.352,False,Pressure peak corresponds to oversized billet batch processing.
+47071,2024-06-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.702,False,Unbalanced load introduced cyclical pressure ripple.
+47072,2024-06-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.505,False,Shift handoff note referenced unusual noise near press enclosure.
+47073,2024-06-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.071,False,Vibration harmonics broadened during extended production run.
+47074,2024-06-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.843,False,Pressure peak corresponds to oversized billet batch processing.
+47075,2024-06-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Pressure settled back to nominal after valve reseat.
+47076,2024-06-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.528,False,Maintenance scheduler deferred calibration due to spare shortage.
+47077,2024-06-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.096,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47078,2024-06-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.991,False,Shift handoff note referenced unusual noise near press enclosure.
+47079,2024-06-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Shift handoff note referenced unusual noise near press enclosure.
+47080,2024-06-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.69,False,Transient outlier matched forklift impact near cabinet wall.
+47081,2024-06-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.948,False,Quality hold reduced finishing booth activity for one shift.
+47082,2024-06-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.968,False,Operator reported intermittent chatter on machine CNC-04.
+47083,2024-06-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.573,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47084,2024-06-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.864,False,Sensor signal clipping observed during startup surge.
+47085,2024-06-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.863,False,Vibration burst exceeds envelope during tool change cycle.
+47086,2024-06-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.075,False,Quality team requested trace review for lot 24-118B.
+47087,2024-06-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47088,2024-06-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.206,False,Humidity baseline improved after seal replacement.
+47089,2024-06-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.956,False,Maintenance note logged for coupling imbalance inspection.
+47090,2024-06-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.872,False,Humidity excursion near finishing booth during coating run.
+47091,2024-06-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.218,False,Coolant loop adjustment reduced chamber temperature spread.
+47092,2024-06-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.192,False,Temperature variance narrowed after coolant nozzle cleaning.
+47093,2024-06-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47094,2024-06-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.847,False,Quality hold reduced finishing booth activity for one shift.
+47095,2024-06-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Press cycle dwell time lengthened during high-volume batch.
+47096,2024-06-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.279,False,Machine throughput increase drove sustained pressure uplift.
+47097,2024-06-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Bearing temperature rising faster than baseline on spindle cell.
+47098,2024-06-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.57,False,Vibration harmonics broadened during extended production run.
+47099,2024-06-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Pressure line purge completed before restart authorization.
+47100,2024-06-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.166,False,Sensor enclosure opened for manual calibration verification.
+47101,2024-06-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Quality hold reduced finishing booth activity for one shift.
+47102,2024-06-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.322,False,Sensor heartbeat delayed by one interval after gateway retry.
+47103,2024-06-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.652,False,Edge collector replayed buffered events after network recovery.
+47104,2024-06-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.398,False,Telemetry quality flag downgraded during sensor self-test window.
+47105,2024-06-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Vibration baseline recovered after tool holder replacement.
+47106,2024-06-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.899,False,Quality hold reduced finishing booth activity for one shift.
+47107,2024-06-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.743,False,Anomaly review flagged possible bearing wear progression.
+47108,2024-06-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.789,False,Air handler maintenance reduced humidity variance on finishing line.
+47109,2024-06-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.711,False,Machine idle period extended during planned sanitation window.
+47110,2024-06-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.5,False,Humidity readings track seasonal rise across late spring.
+47111,2024-06-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Pressure peak corresponds to oversized billet batch processing.
+47112,2024-06-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.046,False,Calibration check overdue by 11 days for press-line transducer.
+47113,2024-06-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Thermal overshoot event coincided with recipe change on furnace.
+47114,2024-06-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.117,False,Quality team requested trace review for lot 24-118B.
+47115,2024-06-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Maintenance scheduler deferred calibration due to spare shortage.
+47116,2024-06-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.477,False,Transient outlier matched forklift impact near cabinet wall.
+47117,2024-06-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.899,False,Maintenance crew confirmed lubrication interval was missed.
+47118,2024-06-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.686,False,Humidity baseline improved after seal replacement.
+47119,2024-06-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.383,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47120,2024-06-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.866,False,Hydraulic line pressure oscillation detected under load.
+47121,2024-06-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Short-lived packet loss observed at edge gateway gw-02.
+47122,2024-06-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.956,False,Vibration burst exceeds envelope during tool change cycle.
+47123,2024-06-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.84,False,Humidity excursion near finishing booth during coating run.
+47124,2024-06-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.703,False,Maintenance crew confirmed lubrication interval was missed.
+47125,2024-06-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Coolant loop adjustment reduced chamber temperature spread.
+47126,2024-06-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.431,False,Operator reset acknowledged after red-tag inspection.
+47127,2024-06-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.47,False,Bearing temperature rising faster than baseline on spindle cell.
+47128,2024-06-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.792,False,Maintenance note logged for coupling imbalance inspection.
+47129,2024-06-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.122,False,Operator reported intermittent chatter on machine CNC-04.
+47130,2024-06-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.216,False,Pressure peak corresponds to oversized billet batch processing.
+47131,2024-06-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.311,False,Temporary gateway failover completed without data loss.
+47132,2024-06-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.272,False,Air handler maintenance reduced humidity variance on finishing line.
+47133,2024-06-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.65,False,Vibration baseline recovered after tool holder replacement.
+47134,2024-06-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.066,False,Thermal overshoot event coincided with recipe change on furnace.
+47135,2024-06-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.137,False,Calibration check overdue by 11 days for press-line transducer.
+47136,2024-06-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.17,False,Vibration baseline recovered after tool holder replacement.
+47137,2024-06-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47138,2024-06-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47139,2024-06-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.17,False,Telemetry quality flag downgraded during sensor self-test window.
+47140,2024-06-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.447,False,Warning threshold updated for pilot predictive-maintenance model.
+47141,2024-06-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.21,False,Anomaly review flagged possible bearing wear progression.
+47142,2024-06-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.594,False,Machine throughput increase drove sustained pressure uplift.
+47143,2024-06-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.276,False,Warning threshold updated for pilot predictive-maintenance model.
+47144,2024-06-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.982,False,Condensation warning cleared after dehumidifier ramp-up.
+47145,2024-06-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Humidity climbed during dock-door open period in afternoon shift.
+47146,2024-06-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.268,False,Vibration burst exceeds envelope during tool change cycle.
+47147,2024-06-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.949,False,Humidity excursion near finishing booth during coating run.
+47148,2024-06-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.071,False,SCADA backfill inserted two delayed telemetry points.
+47149,2024-06-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Bearing temperature rising faster than baseline on spindle cell.
+47150,2024-06-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.07,False,Warning threshold updated for pilot predictive-maintenance model.
+47151,2024-06-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Temporary gateway failover completed without data loss.
+47152,2024-06-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.418,False,Bearing temperature rising faster than baseline on spindle cell.
+47153,2024-06-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Unbalanced load introduced cyclical pressure ripple.
+47154,2024-06-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.595,False,Anomaly review flagged possible bearing wear progression.
+47155,2024-06-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.331,False,Reliability engineer tagged sample window for model retraining.
+47156,2024-06-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.549,False,Vibration harmonics broadened during extended production run.
+47157,2024-06-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Vibration harmonics broadened during extended production run.
+47158,2024-06-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.722,False,Operator reported intermittent chatter on machine CNC-04.
+47159,2024-06-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.998,False,Machine throughput increase drove sustained pressure uplift.
+47160,2024-06-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.379,False,Packaging line stop reduced adjacent vibration background.
+47161,2024-06-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.453,False,Pressure peak corresponds to oversized billet batch processing.
+47162,2024-06-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.392,False,Humidity excursion near finishing booth during coating run.
+47163,2024-06-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.194,False,Operator reset acknowledged after red-tag inspection.
+47164,2024-06-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.917,False,Maintenance note logged for coupling imbalance inspection.
+47165,2024-06-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Press cycle dwell time lengthened during high-volume batch.
+47166,2024-06-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.437,False,Vibration burst exceeds envelope during tool change cycle.
+47167,2024-06-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.451,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47168,2024-06-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.364,False,Sensor enclosure opened for manual calibration verification.
+47169,2024-06-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Humidity excursion near finishing booth during coating run.
+47170,2024-06-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.081,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47171,2024-06-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.942,False,Transient outlier matched forklift impact near cabinet wall.
+47172,2024-06-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.135,False,Vibration burst exceeds envelope during tool change cycle.
+47173,2024-06-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.311,False,Operator reported intermittent chatter on machine CNC-04.
+47174,2024-06-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.181,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47175,2024-06-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.748,False,Air handler maintenance reduced humidity variance on finishing line.
+47176,2024-06-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.762,False,Vibration burst exceeds envelope during tool change cycle.
+47177,2024-06-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.551,False,Night shift startup produced higher than normal vibration floor.
+47178,2024-06-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Thermal overshoot event coincided with recipe change on furnace.
+47179,2024-06-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.495,False,Humidity climbed during dock-door open period in afternoon shift.
+47180,2024-06-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.797,False,Packaging line stop reduced adjacent vibration background.
+47181,2024-06-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.721,False,Machine throughput increase drove sustained pressure uplift.
+47182,2024-06-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.893,False,Thermal ramp exceeded expected warmup curve before shift start.
+47183,2024-06-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.344,False,Reliability engineer tagged sample window for model retraining.
+47184,2024-06-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.796,False,Pressure peak corresponds to oversized billet batch processing.
+47185,2024-06-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.658,False,Maintenance scheduler deferred calibration due to spare shortage.
+47186,2024-06-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.19,False,Packaging line stop reduced adjacent vibration background.
+47187,2024-06-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.186,False,Humidity baseline improved after seal replacement.
+47188,2024-06-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.733,False,Humidity readings track seasonal rise across late spring.
+47189,2024-06-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Vibration burst exceeds envelope during tool change cycle.
+47190,2024-06-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.726,False,Calibration check overdue by 11 days for press-line transducer.
+47191,2024-06-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.613,False,Dust extraction fan offline for 18 minutes on line finishing.
+47192,2024-06-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.337,False,Sensor heartbeat delayed by one interval after gateway retry.
+47193,2024-06-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Telemetry quality flag downgraded during sensor self-test window.
+47194,2024-06-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.938,False,Night shift startup produced higher than normal vibration floor.
+47195,2024-06-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.29,False,Pressure line purge completed before restart authorization.
+47196,2024-06-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.68,False,Bearing temperature rising faster than baseline on spindle cell.
+47197,2024-06-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47198,2024-06-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.639,False,Operator reset acknowledged after red-tag inspection.
+47199,2024-06-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.323,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47200,2024-06-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.262,False,Sensor heartbeat delayed by one interval after gateway retry.
+47201,2024-06-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.712,False,Thermal ramp exceeded expected warmup curve before shift start.
+47202,2024-06-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.804,False,Vibration harmonics broadened during extended production run.
+47203,2024-06-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.632,False,Operator reported intermittent chatter on machine CNC-04.
+47204,2024-06-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.808,False,Maintenance crew confirmed lubrication interval was missed.
+47205,2024-06-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Packaging line stop reduced adjacent vibration background.
+47206,2024-06-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.818,False,Pressure line purge completed before restart authorization.
+47207,2024-06-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.656,False,Dust extraction fan offline for 18 minutes on line finishing.
+47208,2024-06-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.745,False,Sensor heartbeat delayed by one interval after gateway retry.
+47209,2024-06-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Maintenance note logged for coupling imbalance inspection.
+47210,2024-06-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.249,False,Calibration check overdue by 11 days for press-line transducer.
+47211,2024-06-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Warning threshold updated for pilot predictive-maintenance model.
+47212,2024-06-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.259,False,Edge collector replayed buffered events after network recovery.
+47213,2024-06-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
+47214,2024-06-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.238,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47215,2024-06-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.999,False,Vibration baseline recovered after tool holder replacement.
+47216,2024-06-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.871,False,Humidity climbed during dock-door open period in afternoon shift.
+47217,2024-06-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.236,False,Vibration baseline recovered after tool holder replacement.
+47218,2024-06-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.256,False,Bearing temperature rising faster than baseline on spindle cell.
+47219,2024-06-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Shift handoff note referenced unusual noise near press enclosure.
+47220,2024-06-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.645,False,Sensor heartbeat delayed by one interval after gateway retry.
+47221,2024-06-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.771,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47222,2024-06-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.835,False,Operator reported intermittent chatter on machine CNC-04.
+47223,2024-06-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.187,False,Pressure settled back to nominal after valve reseat.
+47224,2024-06-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.55,False,Supervisory alert generated after three consecutive threshold breaches.
+47225,2024-06-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Sensor enclosure opened for manual calibration verification.
+47226,2024-06-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.238,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47227,2024-06-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.196,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47228,2024-06-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.546,False,Bearing temperature rising faster than baseline on spindle cell.
+47229,2024-06-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.359,False,Temperature remained elevated during unscheduled overtime run.
+47230,2024-06-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.43,False,Pressure line purge completed before restart authorization.
+47231,2024-06-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.198,False,Machine throughput increase drove sustained pressure uplift.
+47232,2024-06-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.216,False,Quality hold reduced finishing booth activity for one shift.
+47233,2024-06-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47234,2024-06-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.244,False,Vibration harmonics broadened during extended production run.
+47235,2024-06-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.775,False,Sensor battery health remains nominal after firmware update.
+47236,2024-06-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47237,2024-06-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Pressure settled back to nominal after valve reseat.
+47238,2024-06-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.466,False,SCADA backfill inserted two delayed telemetry points.
+47239,2024-06-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.996,False,Condensation warning cleared after dehumidifier ramp-up.
+47240,2024-06-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.938,False,Sensor signal clipping observed during startup surge.
+47241,2024-06-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Transient outlier matched forklift impact near cabinet wall.
+47242,2024-06-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.427,False,Humidity readings track seasonal rise across late spring.
+47243,2024-06-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.28,False,Thermal overshoot event coincided with recipe change on furnace.
+47244,2024-06-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.641,False,Thermal overshoot event coincided with recipe change on furnace.
+47245,2024-06-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Operator reset acknowledged after red-tag inspection.
+47246,2024-06-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.537,False,Warning threshold updated for pilot predictive-maintenance model.
+47247,2024-06-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.735,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47248,2024-06-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.613,False,Shift handoff note referenced unusual noise near press enclosure.
+47249,2024-06-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.142,False,Shift handoff note referenced unusual noise near press enclosure.
+47250,2024-06-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.762,False,Short-lived packet loss observed at edge gateway gw-02.
+47251,2024-06-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.901,False,Quality hold reduced finishing booth activity for one shift.
+47252,2024-06-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.455,False,Shift handoff note referenced unusual noise near press enclosure.
+47253,2024-06-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.793,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47254,2024-06-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.949,False,Machine throughput increase drove sustained pressure uplift.
+47255,2024-06-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.946,False,Temperature variance narrowed after coolant nozzle cleaning.
+47256,2024-06-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.285,False,Packaging line stop reduced adjacent vibration background.
+47257,2024-06-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.202,False,Machine throughput increase drove sustained pressure uplift.
+47258,2024-06-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.242,False,Hydraulic line pressure oscillation detected under load.
+47259,2024-06-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.842,False,Sensor signal clipping observed during startup surge.
+47260,2024-06-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.353,False,Pressure settled back to nominal after valve reseat.
+47261,2024-06-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.581,False,Maintenance scheduler deferred calibration due to spare shortage.
+47262,2024-06-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.802,False,Dust extraction fan offline for 18 minutes on line finishing.
+47263,2024-06-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.769,False,Humidity readings track seasonal rise across late spring.
+47264,2024-06-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47265,2024-06-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.915,False,Hydraulic line pressure oscillation detected under load.
+47266,2024-06-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.365,False,Packaging line stop reduced adjacent vibration background.
+47267,2024-06-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Maintenance crew confirmed lubrication interval was missed.
+47268,2024-06-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.883,False,Hydraulic line pressure oscillation detected under load.
+47269,2024-06-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Operator reset acknowledged after red-tag inspection.
+47270,2024-06-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.871,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47271,2024-06-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.724,False,Temperature remained elevated during unscheduled overtime run.
+47272,2024-06-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.11,False,Maintenance crew confirmed lubrication interval was missed.
+47273,2024-06-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Thermal overshoot event coincided with recipe change on furnace.
+47274,2024-06-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.865,False,Thermal ramp exceeded expected warmup curve before shift start.
+47275,2024-06-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47276,2024-06-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.245,False,Quality team requested trace review for lot 24-118B.
+47277,2024-06-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47278,2024-06-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Sensor signal clipping observed during startup surge.
+47279,2024-06-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.247,False,Anomaly review flagged possible bearing wear progression.
+47280,2024-06-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.515,False,Sensor signal clipping observed during startup surge.
+47281,2024-06-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Condensation warning cleared after dehumidifier ramp-up.
+47282,2024-06-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.009,False,Calibration check overdue by 11 days for press-line transducer.
+47283,2024-06-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47284,2024-06-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.666,False,Humidity climbed during dock-door open period in afternoon shift.
+47285,2024-06-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Sensor signal clipping observed during startup surge.
+47286,2024-06-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.903,False,Maintenance crew confirmed lubrication interval was missed.
+47287,2024-06-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Machine throughput increase drove sustained pressure uplift.
+47288,2024-06-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.667,False,Supervisory alert generated after three consecutive threshold breaches.
+47289,2024-06-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Vibration burst exceeds envelope during tool change cycle.
+47290,2024-06-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.049,False,Vibration harmonics broadened during extended production run.
+47291,2024-06-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.185,False,Thermal ramp exceeded expected warmup curve before shift start.
+47292,2024-06-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.201,False,Calibration check overdue by 11 days for press-line transducer.
+47293,2024-06-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.322,False,Quality team requested trace review for lot 24-118B.
+47294,2024-06-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.503,False,Vibration harmonics broadened during extended production run.
+47295,2024-06-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.78,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47296,2024-06-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.412,False,Edge collector replayed buffered events after network recovery.
+47297,2024-06-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Sensor heartbeat delayed by one interval after gateway retry.
+47298,2024-06-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.798,False,Vibration harmonics broadened during extended production run.
+47299,2024-06-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.041,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47300,2024-06-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.835,False,Vibration harmonics broadened during extended production run.
+47301,2024-06-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Edge collector replayed buffered events after network recovery.
+47302,2024-06-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.787,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47303,2024-06-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
+47304,2024-06-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.023,False,Humidity baseline improved after seal replacement.
+47305,2024-06-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.742,False,Anomaly review flagged possible bearing wear progression.
+47306,2024-06-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.771,False,Humidity baseline improved after seal replacement.
+47307,2024-06-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Machine throughput increase drove sustained pressure uplift.
+47308,2024-06-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47309,2024-06-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Temperature remained elevated during unscheduled overtime run.
+47310,2024-06-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.601,False,Packaging line stop reduced adjacent vibration background.
+47311,2024-06-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Shift handoff note referenced unusual noise near press enclosure.
+47312,2024-06-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.859,False,Pressure peak corresponds to oversized billet batch processing.
+47313,2024-06-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.027,False,Maintenance crew confirmed lubrication interval was missed.
+47314,2024-06-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.658,False,Short-lived packet loss observed at edge gateway gw-02.
+47315,2024-06-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Shift handoff note referenced unusual noise near press enclosure.
+47316,2024-06-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.691,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47317,2024-06-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.42,False,SCADA backfill inserted two delayed telemetry points.
+47318,2024-06-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.917,False,Quality team requested trace review for lot 24-118B.
+47319,2024-06-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.172,False,Thermal ramp exceeded expected warmup curve before shift start.
+47320,2024-06-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.573,False,Air handler maintenance reduced humidity variance on finishing line.
+47321,2024-06-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Sensor signal clipping observed during startup surge.
+47322,2024-06-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.421,False,Short-lived packet loss observed at edge gateway gw-02.
+47323,2024-06-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.486,False,Maintenance crew confirmed lubrication interval was missed.
+47324,2024-06-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.683,False,Humidity readings track seasonal rise across late spring.
+47325,2024-06-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.858,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47326,2024-06-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.78,False,Humidity climbed during dock-door open period in afternoon shift.
+47327,2024-06-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.924,False,Reliability engineer tagged sample window for model retraining.
+47328,2024-06-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.584,False,Packaging line stop reduced adjacent vibration background.
+47329,2024-06-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.785,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47330,2024-06-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.555,False,Transient outlier matched forklift impact near cabinet wall.
+47331,2024-06-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47332,2024-06-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.695,False,Machine idle period extended during planned sanitation window.
+47333,2024-06-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Vibration burst exceeds envelope during tool change cycle.
+47334,2024-06-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.167,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47335,2024-06-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.043,False,Supervisory alert generated after three consecutive threshold breaches.
+47336,2024-06-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.208,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47337,2024-06-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.084,False,Humidity readings track seasonal rise across late spring.
+47338,2024-06-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.508,False,Operator reported intermittent chatter on machine CNC-04.
+47339,2024-06-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.943,False,Telemetry quality flag downgraded during sensor self-test window.
+47340,2024-06-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.623,False,Temperature variance narrowed after coolant nozzle cleaning.
+47341,2024-06-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Quality hold reduced finishing booth activity for one shift.
+47342,2024-06-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.606,False,Quality team requested trace review for lot 24-118B.
+47343,2024-06-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.06,False,Telemetry quality flag downgraded during sensor self-test window.
+47344,2024-06-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.773,False,Vibration burst exceeds envelope during tool change cycle.
+47345,2024-06-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Temperature remained elevated during unscheduled overtime run.
+47346,2024-06-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.953,False,Temperature variance narrowed after coolant nozzle cleaning.
+47347,2024-06-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.893,False,Supervisory alert generated after three consecutive threshold breaches.
+47348,2024-06-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.056,False,Machine throughput increase drove sustained pressure uplift.
+47349,2024-06-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,Maintenance crew confirmed lubrication interval was missed.
+47350,2024-06-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.397,False,Transient outlier matched forklift impact near cabinet wall.
+47351,2024-06-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.582,False,Humidity baseline improved after seal replacement.
+47352,2024-06-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Quality team requested trace review for lot 24-118B.
+47353,2024-06-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Short-lived packet loss observed at edge gateway gw-02.
+47354,2024-06-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.282,False,Sensor battery health remains nominal after firmware update.
+47355,2024-06-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Coolant loop adjustment reduced chamber temperature spread.
+47356,2024-06-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.038,False,Anomaly review flagged possible bearing wear progression.
+47357,2024-06-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Anomaly review flagged possible bearing wear progression.
+47358,2024-06-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.48,False,Vibration baseline recovered after tool holder replacement.
+47359,2024-06-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.056,False,Thermal overshoot event coincided with recipe change on furnace.
+47360,2024-06-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.662,False,Night shift startup produced higher than normal vibration floor.
+47361,2024-06-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.962,False,Pressure settled back to nominal after valve reseat.
+47362,2024-06-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.851,False,Humidity excursion near finishing booth during coating run.
+47363,2024-06-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.743,False,Quality hold reduced finishing booth activity for one shift.
+47364,2024-06-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.72,False,Edge collector replayed buffered events after network recovery.
+47365,2024-06-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.506,False,Anomaly review flagged possible bearing wear progression.
+47366,2024-06-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.922,False,Hydraulic line pressure oscillation detected under load.
+47367,2024-06-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.315,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47368,2024-06-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.796,False,Packaging line stop reduced adjacent vibration background.
+47369,2024-06-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.602,False,Sensor battery health remains nominal after firmware update.
+47370,2024-06-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.497,False,Air handler maintenance reduced humidity variance on finishing line.
+47371,2024-06-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.962,False,Shift handoff note referenced unusual noise near press enclosure.
+47372,2024-06-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.506,False,Hydraulic line pressure oscillation detected under load.
+47373,2024-06-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47374,2024-06-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.27,False,Vibration harmonics broadened during extended production run.
+47375,2024-06-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Sensor signal clipping observed during startup surge.
+47376,2024-06-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.947,False,Thermal ramp exceeded expected warmup curve before shift start.
+47377,2024-06-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Calibration check overdue by 11 days for press-line transducer.
+47378,2024-06-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.777,False,Anomaly review flagged possible bearing wear progression.
+47379,2024-06-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.57,False,Thermal overshoot event coincided with recipe change on furnace.
+47380,2024-06-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.015,False,Temperature remained elevated during unscheduled overtime run.
+47381,2024-06-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
+47382,2024-06-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.369,False,Reliability engineer tagged sample window for model retraining.
+47383,2024-06-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Shift handoff note referenced unusual noise near press enclosure.
+47384,2024-06-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.928,False,SCADA backfill inserted two delayed telemetry points.
+47385,2024-06-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Press cycle dwell time lengthened during high-volume batch.
+47386,2024-06-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.1,False,Sensor enclosure opened for manual calibration verification.
+47387,2024-06-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.561,False,Warning threshold updated for pilot predictive-maintenance model.
+47388,2024-06-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.47,False,Humidity readings track seasonal rise across late spring.
+47389,2024-06-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.044,False,Night shift startup produced higher than normal vibration floor.
+47390,2024-06-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.682,False,Pressure line purge completed before restart authorization.
+47391,2024-06-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.852,False,Hydraulic line pressure oscillation detected under load.
+47392,2024-06-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.901,False,Temperature remained elevated during unscheduled overtime run.
+47393,2024-06-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Temperature remained elevated during unscheduled overtime run.
+47394,2024-06-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.881,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47395,2024-06-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.048,False,Press cycle dwell time lengthened during high-volume batch.
+47396,2024-06-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.336,False,Warning threshold updated for pilot predictive-maintenance model.
+47397,2024-06-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Pressure settled back to nominal after valve reseat.
+47398,2024-06-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.127,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47399,2024-06-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Reliability engineer tagged sample window for model retraining.
+47400,2024-06-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.115,False,Machine idle period extended during planned sanitation window.
+47401,2024-06-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Calibration check overdue by 11 days for press-line transducer.
+47402,2024-06-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.352,False,Thermal ramp exceeded expected warmup curve before shift start.
+47403,2024-06-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.556,False,Edge collector replayed buffered events after network recovery.
+47404,2024-06-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47405,2024-06-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.544,False,Night shift startup produced higher than normal vibration floor.
+47406,2024-06-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.201,False,Temperature remained elevated during unscheduled overtime run.
+47407,2024-06-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Dust extraction fan offline for 18 minutes on line finishing.
+47408,2024-06-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.321,False,Hydraulic line pressure oscillation detected under load.
+47409,2024-06-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.614,False,Condensation warning cleared after dehumidifier ramp-up.
+47410,2024-06-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.571,False,Operator reported intermittent chatter on machine CNC-04.
+47411,2024-06-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Quality team requested trace review for lot 24-118B.
+47412,2024-06-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.357,False,Supervisory alert generated after three consecutive threshold breaches.
+47413,2024-06-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.759,False,Sensor battery health remains nominal after firmware update.
+47414,2024-06-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.967,False,Sensor battery health remains nominal after firmware update.
+47415,2024-06-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Coolant loop adjustment reduced chamber temperature spread.
+47416,2024-06-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.73,False,Maintenance scheduler deferred calibration due to spare shortage.
+47417,2024-06-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Maintenance scheduler deferred calibration due to spare shortage.
+47418,2024-06-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.748,False,Calibration check overdue by 11 days for press-line transducer.
+47419,2024-06-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.403,False,Reliability engineer tagged sample window for model retraining.
+47420,2024-06-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.709,False,Vibration burst exceeds envelope during tool change cycle.
+47421,2024-06-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Pressure settled back to nominal after valve reseat.
+47422,2024-06-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.134,False,Temporary gateway failover completed without data loss.
+47423,2024-06-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.225,False,Quality hold reduced finishing booth activity for one shift.
+47424,2024-06-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.42,False,Calibration check overdue by 11 days for press-line transducer.
+47425,2024-06-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,Vibration harmonics broadened during extended production run.
+47426,2024-06-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.19,False,Dust extraction fan offline for 18 minutes on line finishing.
+47427,2024-06-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.769,False,Pressure peak corresponds to oversized billet batch processing.
+47428,2024-06-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.483,False,Calibration check overdue by 11 days for press-line transducer.
+47429,2024-06-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.493,False,Humidity readings track seasonal rise across late spring.
+47430,2024-06-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.152,False,Temporary gateway failover completed without data loss.
+47431,2024-06-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.329,False,Humidity readings track seasonal rise across late spring.
+47432,2024-06-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.685,False,Packaging line stop reduced adjacent vibration background.
+47433,2024-06-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.85,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47434,2024-06-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.31,False,Quality team requested trace review for lot 24-118B.
+47435,2024-06-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.95,False,Short-lived packet loss observed at edge gateway gw-02.
+47436,2024-06-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.126,False,Packaging line stop reduced adjacent vibration background.
+47437,2024-06-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.941,False,Edge collector replayed buffered events after network recovery.
+47438,2024-06-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.837,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47439,2024-06-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Vibration baseline recovered after tool holder replacement.
+47440,2024-06-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.54,False,SCADA backfill inserted two delayed telemetry points.
+47441,2024-06-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.341,False,Maintenance crew confirmed lubrication interval was missed.
+47442,2024-06-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.782,False,Condensation warning cleared after dehumidifier ramp-up.
+47443,2024-06-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.461,False,Vibration harmonics broadened during extended production run.
+47444,2024-06-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.05,False,Coolant loop adjustment reduced chamber temperature spread.
+47445,2024-06-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.409,False,Warning threshold updated for pilot predictive-maintenance model.
+47446,2024-06-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.75,False,Maintenance crew confirmed lubrication interval was missed.
+47447,2024-06-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.095,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47448,2024-06-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.404,False,Packaging line stop reduced adjacent vibration background.
+47449,2024-06-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Supervisory alert generated after three consecutive threshold breaches.
+47450,2024-06-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.018,False,Operator reset acknowledged after red-tag inspection.
+47451,2024-06-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Air handler maintenance reduced humidity variance on finishing line.
+47452,2024-06-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.939,False,Sensor signal clipping observed during startup surge.
+47453,2024-06-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47454,2024-06-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.695,False,Sensor signal clipping observed during startup surge.
+47455,2024-06-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.313,False,Edge collector replayed buffered events after network recovery.
+47456,2024-06-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.099,False,Vibration burst exceeds envelope during tool change cycle.
+47457,2024-06-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Reliability engineer tagged sample window for model retraining.
+47458,2024-06-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.695,False,Pressure peak corresponds to oversized billet batch processing.
+47459,2024-06-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Vibration harmonics broadened during extended production run.
+47460,2024-06-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.214,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47461,2024-06-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.745,False,Machine throughput increase drove sustained pressure uplift.
+47462,2024-06-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.563,False,Temporary gateway failover completed without data loss.
+47463,2024-06-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.116,False,Unbalanced load introduced cyclical pressure ripple.
+47464,2024-06-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.577,False,Press cycle dwell time lengthened during high-volume batch.
+47465,2024-06-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Sensor enclosure opened for manual calibration verification.
+47466,2024-06-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.207,False,Pressure line purge completed before restart authorization.
+47467,2024-06-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.795,False,Calibration check overdue by 11 days for press-line transducer.
+47468,2024-06-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.734,False,Calibration check overdue by 11 days for press-line transducer.
+47469,2024-06-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Coolant loop adjustment reduced chamber temperature spread.
+47470,2024-06-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47471,2024-06-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.451,False,Sensor battery health remains nominal after firmware update.
+47472,2024-06-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.487,False,Edge collector replayed buffered events after network recovery.
+47473,2024-06-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.202,False,Vibration harmonics broadened during extended production run.
+47474,2024-06-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47475,2024-06-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Vibration burst exceeds envelope during tool change cycle.
+47476,2024-06-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.544,False,Press cycle dwell time lengthened during high-volume batch.
+47477,2024-06-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.228,False,Bearing temperature rising faster than baseline on spindle cell.
+47478,2024-06-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.726,False,Thermal overshoot event coincided with recipe change on furnace.
+47479,2024-06-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.74,False,Night shift startup produced higher than normal vibration floor.
+47480,2024-06-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.851,False,Humidity baseline improved after seal replacement.
+47481,2024-06-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.272,False,Reliability engineer tagged sample window for model retraining.
+47482,2024-06-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.186,False,Edge collector replayed buffered events after network recovery.
+47483,2024-06-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.928,False,Pressure line purge completed before restart authorization.
+47484,2024-06-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.669,False,Operator reset acknowledged after red-tag inspection.
+47485,2024-06-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.981,False,Edge collector replayed buffered events after network recovery.
+47486,2024-06-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.216,False,Air handler maintenance reduced humidity variance on finishing line.
+47487,2024-06-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Calibration check overdue by 11 days for press-line transducer.
+47488,2024-06-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.662,False,Thermal ramp exceeded expected warmup curve before shift start.
+47489,2024-06-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Sensor enclosure opened for manual calibration verification.
+47490,2024-06-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.054,False,Sensor signal clipping observed during startup surge.
+47491,2024-06-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.199,False,Transient outlier matched forklift impact near cabinet wall.
+47492,2024-06-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.835,False,Transient outlier matched forklift impact near cabinet wall.
+47493,2024-06-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Temporary gateway failover completed without data loss.
+47494,2024-06-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.451,False,Humidity excursion near finishing booth during coating run.
+47495,2024-06-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.027,False,Vibration baseline recovered after tool holder replacement.
+47496,2024-06-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.307,False,Coolant loop adjustment reduced chamber temperature spread.
+47497,2024-06-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.529,False,Coolant loop adjustment reduced chamber temperature spread.
+47498,2024-06-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.503,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47499,2024-06-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Humidity climbed during dock-door open period in afternoon shift.
+47500,2024-06-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.61,False,Temporary gateway failover completed without data loss.
+47501,2024-06-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.306,False,Machine throughput increase drove sustained pressure uplift.
+47502,2024-06-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.179,False,Calibration check overdue by 11 days for press-line transducer.
+47503,2024-06-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.801,False,Temperature remained elevated during unscheduled overtime run.
+47504,2024-06-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.462,False,Warning threshold updated for pilot predictive-maintenance model.
+47505,2024-06-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47506,2024-06-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.047,False,Unbalanced load introduced cyclical pressure ripple.
+47507,2024-06-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.815,False,Temporary gateway failover completed without data loss.
+47508,2024-06-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.393,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47509,2024-06-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47510,2024-06-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.525,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47511,2024-06-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Sensor battery health remains nominal after firmware update.
+47512,2024-06-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.599,False,Operator reported intermittent chatter on machine CNC-04.
+47513,2024-06-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.172,False,Maintenance crew confirmed lubrication interval was missed.
+47514,2024-06-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.001,False,Reliability engineer tagged sample window for model retraining.
+47515,2024-06-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.75,False,Machine throughput increase drove sustained pressure uplift.
+47516,2024-06-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.706,False,Sensor enclosure opened for manual calibration verification.
+47517,2024-06-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.847,False,Telemetry quality flag downgraded during sensor self-test window.
+47518,2024-06-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.889,False,Dust extraction fan offline for 18 minutes on line finishing.
+47519,2024-06-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.423,False,Hydraulic line pressure oscillation detected under load.
+47520,2024-06-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.795,False,Anomaly review flagged possible bearing wear progression.
+47521,2024-06-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Dust extraction fan offline for 18 minutes on line finishing.
+47522,2024-06-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.788,False,Quality hold reduced finishing booth activity for one shift.
+47523,2024-06-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.463,False,Unbalanced load introduced cyclical pressure ripple.
+47524,2024-06-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.232,False,Maintenance note logged for coupling imbalance inspection.
+47525,2024-06-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Anomaly review flagged possible bearing wear progression.
+47526,2024-06-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.77,False,Machine idle period extended during planned sanitation window.
+47527,2024-06-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.661,False,Coolant loop adjustment reduced chamber temperature spread.
+47528,2024-06-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.201,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47529,2024-06-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Machine throughput increase drove sustained pressure uplift.
+47530,2024-06-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.679,False,Vibration harmonics broadened during extended production run.
+47531,2024-06-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.435,False,Thermal ramp exceeded expected warmup curve before shift start.
+47532,2024-06-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.639,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47533,2024-06-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47534,2024-06-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.374,False,Operator reset acknowledged after red-tag inspection.
+47535,2024-06-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Shift handoff note referenced unusual noise near press enclosure.
+47536,2024-06-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.615,False,Sensor enclosure opened for manual calibration verification.
+47537,2024-06-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.999,False,Machine throughput increase drove sustained pressure uplift.
+47538,2024-06-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.508,False,Temperature remained elevated during unscheduled overtime run.
+47539,2024-06-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.531,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47540,2024-06-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.168,False,Humidity excursion near finishing booth during coating run.
+47541,2024-06-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.536,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47542,2024-06-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.993,False,Packaging line stop reduced adjacent vibration background.
+47543,2024-06-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Operator reported intermittent chatter on machine CNC-04.
+47544,2024-06-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Anomaly review flagged possible bearing wear progression.
+47545,2024-06-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Temporary gateway failover completed without data loss.
+47546,2024-06-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.848,False,Unbalanced load introduced cyclical pressure ripple.
+47547,2024-06-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.952,False,Hydraulic line pressure oscillation detected under load.
+47548,2024-06-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.6,False,Shift handoff note referenced unusual noise near press enclosure.
+47549,2024-06-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.671,False,Quality team requested trace review for lot 24-118B.
+47550,2024-06-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.015,False,Thermal ramp exceeded expected warmup curve before shift start.
+47551,2024-06-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.535,False,Supervisory alert generated after three consecutive threshold breaches.
+47552,2024-06-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.035,False,Sensor signal clipping observed during startup surge.
+47553,2024-06-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.255,False,Press cycle dwell time lengthened during high-volume batch.
+47554,2024-06-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.52,False,Transient outlier matched forklift impact near cabinet wall.
+47555,2024-06-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.14,False,Machine idle period extended during planned sanitation window.
+47556,2024-06-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.053,False,Short-lived packet loss observed at edge gateway gw-02.
+47557,2024-06-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Telemetry quality flag downgraded during sensor self-test window.
+47558,2024-06-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Machine idle period extended during planned sanitation window.
+47559,2024-06-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Anomaly review flagged possible bearing wear progression.
+47560,2024-06-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,32.206,False,Machine idle period extended during planned sanitation window.
+47561,2024-06-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47562,2024-06-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.019,False,Maintenance crew confirmed lubrication interval was missed.
+47563,2024-06-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.958,False,Humidity readings track seasonal rise across late spring.
+47564,2024-06-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.121,False,Telemetry quality flag downgraded during sensor self-test window.
+47565,2024-06-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.243,False,Condensation warning cleared after dehumidifier ramp-up.
+47566,2024-06-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.079,False,Machine idle period extended during planned sanitation window.
+47567,2024-06-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.361,False,Calibration check overdue by 11 days for press-line transducer.
+47568,2024-06-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.903,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47569,2024-06-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47570,2024-06-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.01,False,Bearing temperature rising faster than baseline on spindle cell.
+47571,2024-06-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.421,False,Vibration baseline recovered after tool holder replacement.
+47572,2024-06-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.086,False,Humidity readings track seasonal rise across late spring.
+47573,2024-06-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Dust extraction fan offline for 18 minutes on line finishing.
+47574,2024-06-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.863,False,Temperature remained elevated during unscheduled overtime run.
+47575,2024-06-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.183,False,Sensor battery health remains nominal after firmware update.
+47576,2024-06-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.86,False,Bearing temperature rising faster than baseline on spindle cell.
+47577,2024-06-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.723,False,Humidity baseline improved after seal replacement.
+47578,2024-06-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.465,False,Warning threshold updated for pilot predictive-maintenance model.
+47579,2024-06-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.131,False,Bearing temperature rising faster than baseline on spindle cell.
+47580,2024-06-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.323,False,Hydraulic line pressure oscillation detected under load.
+47581,2024-06-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Bearing temperature rising faster than baseline on spindle cell.
+47582,2024-06-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47583,2024-06-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Vibration baseline recovered after tool holder replacement.
+47584,2024-06-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.878,False,Humidity excursion near finishing booth during coating run.
+47585,2024-06-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.897,False,Packaging line stop reduced adjacent vibration background.
+47586,2024-06-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.266,False,Shift handoff note referenced unusual noise near press enclosure.
+47587,2024-06-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.766,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47588,2024-06-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.409,False,Sensor battery health remains nominal after firmware update.
+47589,2024-06-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.954,False,Sensor battery health remains nominal after firmware update.
+47590,2024-06-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.238,False,Operator reported intermittent chatter on machine CNC-04.
+47591,2024-06-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.651,False,Hydraulic line pressure oscillation detected under load.
+47592,2024-06-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.968,False,Humidity readings track seasonal rise across late spring.
+47593,2024-06-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.073,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47594,2024-06-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Temperature variance narrowed after coolant nozzle cleaning.
+47595,2024-06-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.379,False,Anomaly review flagged possible bearing wear progression.
+47596,2024-06-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.628,False,Humidity climbed during dock-door open period in afternoon shift.
+47597,2024-06-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47598,2024-06-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.495,False,Thermal ramp exceeded expected warmup curve before shift start.
+47599,2024-06-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.903,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47600,2024-06-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.917,False,Packaging line stop reduced adjacent vibration background.
+47601,2024-06-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.528,False,Coolant loop adjustment reduced chamber temperature spread.
+47602,2024-06-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.754,False,Transient outlier matched forklift impact near cabinet wall.
+47603,2024-06-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Quality hold reduced finishing booth activity for one shift.
+47604,2024-06-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.621,False,Quality team requested trace review for lot 24-118B.
+47605,2024-06-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.642,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47606,2024-06-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.912,False,Humidity baseline improved after seal replacement.
+47607,2024-06-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.197,False,Sensor heartbeat delayed by one interval after gateway retry.
+47608,2024-06-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.058,False,Packaging line stop reduced adjacent vibration background.
+47609,2024-06-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.021,False,Pressure line purge completed before restart authorization.
+47610,2024-06-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.785,False,Pressure line purge completed before restart authorization.
+47611,2024-06-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,SCADA backfill inserted two delayed telemetry points.
+47612,2024-06-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.074,False,Humidity readings track seasonal rise across late spring.
+47613,2024-06-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.258,False,Thermal overshoot event coincided with recipe change on furnace.
+47614,2024-06-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.763,False,Supervisory alert generated after three consecutive threshold breaches.
+47615,2024-06-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.213,False,Anomaly review flagged possible bearing wear progression.
+47616,2024-06-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.795,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47617,2024-06-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.937,False,Air handler maintenance reduced humidity variance on finishing line.
+47618,2024-06-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.043,False,Humidity readings track seasonal rise across late spring.
+47619,2024-06-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47620,2024-06-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.115,False,Dust extraction fan offline for 18 minutes on line finishing.
+47621,2024-06-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47622,2024-06-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.189,False,Maintenance crew confirmed lubrication interval was missed.
+47623,2024-06-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Air handler maintenance reduced humidity variance on finishing line.
+47624,2024-06-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.954,False,Air handler maintenance reduced humidity variance on finishing line.
+47625,2024-06-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Vibration burst exceeds envelope during tool change cycle.
+47626,2024-06-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.803,False,Temporary gateway failover completed without data loss.
+47627,2024-06-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.876,False,Humidity baseline improved after seal replacement.
+47628,2024-06-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47629,2024-06-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.638,False,Quality hold reduced finishing booth activity for one shift.
+47630,2024-06-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.732,False,Machine idle period extended during planned sanitation window.
+47631,2024-06-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.416,False,Bearing temperature rising faster than baseline on spindle cell.
+47632,2024-06-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.554,False,Sensor enclosure opened for manual calibration verification.
+47633,2024-06-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.583,False,Thermal ramp exceeded expected warmup curve before shift start.
+47634,2024-06-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.136,False,Packaging line stop reduced adjacent vibration background.
+47635,2024-06-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.178,False,Pressure line purge completed before restart authorization.
+47636,2024-06-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.999,False,Night shift startup produced higher than normal vibration floor.
+47637,2024-06-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.24,False,Short-lived packet loss observed at edge gateway gw-02.
+47638,2024-06-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.37,False,Warning threshold updated for pilot predictive-maintenance model.
+47639,2024-06-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.535,False,Calibration check overdue by 11 days for press-line transducer.
+47640,2024-06-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47641,2024-06-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Transient outlier matched forklift impact near cabinet wall.
+47642,2024-06-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.926,False,Pressure peak corresponds to oversized billet batch processing.
+47643,2024-06-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.652,False,Sensor enclosure opened for manual calibration verification.
+47644,2024-06-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.194,False,Sensor battery health remains nominal after firmware update.
+47645,2024-06-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Humidity climbed during dock-door open period in afternoon shift.
+47646,2024-06-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.512,False,Sensor signal clipping observed during startup surge.
+47647,2024-06-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.309,False,Short-lived packet loss observed at edge gateway gw-02.
+47648,2024-06-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.79,False,Short-lived packet loss observed at edge gateway gw-02.
+47649,2024-06-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47650,2024-06-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.642,False,Night shift startup produced higher than normal vibration floor.
+47651,2024-06-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.175,False,Pressure settled back to nominal after valve reseat.
+47652,2024-06-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.774,False,Warning threshold updated for pilot predictive-maintenance model.
+47653,2024-06-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Night shift startup produced higher than normal vibration floor.
+47654,2024-06-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.284,False,Quality team requested trace review for lot 24-118B.
+47655,2024-06-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Quality team requested trace review for lot 24-118B.
+47656,2024-06-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.398,False,Sensor enclosure opened for manual calibration verification.
+47657,2024-06-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Sensor signal clipping observed during startup surge.
+47658,2024-06-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.809,False,Shift handoff note referenced unusual noise near press enclosure.
+47659,2024-06-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.07,False,Transient outlier matched forklift impact near cabinet wall.
+47660,2024-06-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.688,False,Transient outlier matched forklift impact near cabinet wall.
+47661,2024-06-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Quality team requested trace review for lot 24-118B.
+47662,2024-06-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.384,False,Pressure line purge completed before restart authorization.
+47663,2024-06-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.377,False,Bearing temperature rising faster than baseline on spindle cell.
+47664,2024-06-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.016,False,Press cycle dwell time lengthened during high-volume batch.
+47665,2024-06-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.158,False,Bearing temperature rising faster than baseline on spindle cell.
+47666,2024-06-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.134,False,Condensation warning cleared after dehumidifier ramp-up.
+47667,2024-06-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.008,False,Dust extraction fan offline for 18 minutes on line finishing.
+47668,2024-06-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.267,False,Temperature remained elevated during unscheduled overtime run.
+47669,2024-06-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.953,False,Shift handoff note referenced unusual noise near press enclosure.
+47670,2024-06-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.261,False,Temporary gateway failover completed without data loss.
+47671,2024-06-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Machine throughput increase drove sustained pressure uplift.
+47672,2024-06-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.26,False,Quality hold reduced finishing booth activity for one shift.
+47673,2024-06-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Quality team requested trace review for lot 24-118B.
+47674,2024-06-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.329,False,Short-lived packet loss observed at edge gateway gw-02.
+47675,2024-06-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47676,2024-06-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47677,2024-06-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.165,False,Humidity excursion near finishing booth during coating run.
+47678,2024-06-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.7,False,Temperature remained elevated during unscheduled overtime run.
+47679,2024-06-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.829,False,Quality team requested trace review for lot 24-118B.
+47680,2024-06-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.88,False,Vibration harmonics broadened during extended production run.
+47681,2024-06-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.478,False,Maintenance scheduler deferred calibration due to spare shortage.
+47682,2024-06-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Unbalanced load introduced cyclical pressure ripple.
+47683,2024-06-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.771,False,Pressure line purge completed before restart authorization.
+47684,2024-06-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.623,False,Pressure settled back to nominal after valve reseat.
+47685,2024-06-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.119,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47686,2024-06-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.907,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47687,2024-06-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.473,False,Condensation warning cleared after dehumidifier ramp-up.
+47688,2024-06-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.144,False,Quality hold reduced finishing booth activity for one shift.
+47689,2024-06-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Humidity excursion near finishing booth during coating run.
+47690,2024-06-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.085,False,Anomaly review flagged possible bearing wear progression.
+47691,2024-06-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.604,False,Machine throughput increase drove sustained pressure uplift.
+47692,2024-06-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.972,False,Dust extraction fan offline for 18 minutes on line finishing.
+47693,2024-06-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Quality team requested trace review for lot 24-118B.
+47694,2024-06-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.102,False,Vibration harmonics broadened during extended production run.
+47695,2024-06-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.36,False,Vibration baseline recovered after tool holder replacement.
+47696,2024-06-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.047,False,Air handler maintenance reduced humidity variance on finishing line.
+47697,2024-06-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Unbalanced load introduced cyclical pressure ripple.
+47698,2024-06-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.361,False,Temperature variance narrowed after coolant nozzle cleaning.
+47699,2024-06-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Temporary gateway failover completed without data loss.
+47700,2024-06-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.946,False,Supervisory alert generated after three consecutive threshold breaches.
+47701,2024-06-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.218,False,Humidity climbed during dock-door open period in afternoon shift.
+47702,2024-06-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.681,False,Dust extraction fan offline for 18 minutes on line finishing.
+47703,2024-06-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.642,False,Sensor battery health remains nominal after firmware update.
+47704,2024-06-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.677,False,Machine throughput increase drove sustained pressure uplift.
+47705,2024-06-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Transient outlier matched forklift impact near cabinet wall.
+47706,2024-06-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.771,False,Machine throughput increase drove sustained pressure uplift.
+47707,2024-06-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,SCADA backfill inserted two delayed telemetry points.
+47708,2024-06-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.135,False,Supervisory alert generated after three consecutive threshold breaches.
+47709,2024-06-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Press cycle dwell time lengthened during high-volume batch.
+47710,2024-06-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.318,False,Reliability engineer tagged sample window for model retraining.
+47711,2024-06-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.238,False,Pressure line purge completed before restart authorization.
+47712,2024-06-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.338,False,SCADA backfill inserted two delayed telemetry points.
+47713,2024-06-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.42,False,Pressure settled back to nominal after valve reseat.
+47714,2024-06-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.59,False,Anomaly review flagged possible bearing wear progression.
+47715,2024-06-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.416,False,Night shift startup produced higher than normal vibration floor.
+47716,2024-06-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47717,2024-06-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Telemetry quality flag downgraded during sensor self-test window.
+47718,2024-06-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.918,False,Short-lived packet loss observed at edge gateway gw-02.
+47719,2024-06-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47720,2024-06-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.049,False,Operator reported intermittent chatter on machine CNC-04.
+47721,2024-06-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.872,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47722,2024-06-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.748,False,Operator reset acknowledged after red-tag inspection.
+47723,2024-06-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Sensor battery health remains nominal after firmware update.
+47724,2024-06-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.5,False,Temperature variance narrowed after coolant nozzle cleaning.
+47725,2024-06-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.733,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47726,2024-06-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.045,False,Packaging line stop reduced adjacent vibration background.
+47727,2024-06-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.364,False,Machine throughput increase drove sustained pressure uplift.
+47728,2024-06-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.055,False,Temperature remained elevated during unscheduled overtime run.
+47729,2024-06-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.246,False,Sensor heartbeat delayed by one interval after gateway retry.
+47730,2024-06-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.082,False,Humidity excursion near finishing booth during coating run.
+47731,2024-06-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.866,False,Press cycle dwell time lengthened during high-volume batch.
+47732,2024-06-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.663,False,Edge collector replayed buffered events after network recovery.
+47733,2024-06-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.812,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47734,2024-06-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.772,False,Edge collector replayed buffered events after network recovery.
+47735,2024-06-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47736,2024-06-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.317,False,Temporary gateway failover completed without data loss.
+47737,2024-06-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.769,False,SCADA backfill inserted two delayed telemetry points.
+47738,2024-06-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.567,False,Thermal overshoot event coincided with recipe change on furnace.
+47739,2024-06-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Dust extraction fan offline for 18 minutes on line finishing.
+47740,2024-06-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.317,False,Vibration harmonics broadened during extended production run.
+47741,2024-06-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.754,False,Machine throughput increase drove sustained pressure uplift.
+47742,2024-06-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.507,False,Calibration check overdue by 11 days for press-line transducer.
+47743,2024-06-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.5,False,Maintenance scheduler deferred calibration due to spare shortage.
+47744,2024-06-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.815,False,Sensor signal clipping observed during startup surge.
+47745,2024-06-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.73,False,Pressure line purge completed before restart authorization.
+47746,2024-06-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.977,False,Press cycle dwell time lengthened during high-volume batch.
+47747,2024-06-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.537,False,Thermal overshoot event coincided with recipe change on furnace.
+47748,2024-06-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.64,False,Anomaly review flagged possible bearing wear progression.
+47749,2024-06-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Sensor heartbeat delayed by one interval after gateway retry.
+47750,2024-06-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.919,False,Pressure settled back to nominal after valve reseat.
+47751,2024-06-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.611,False,Operator reset acknowledged after red-tag inspection.
+47752,2024-06-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.743,False,Vibration harmonics broadened during extended production run.
+47753,2024-06-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.746,False,Thermal ramp exceeded expected warmup curve before shift start.
+47754,2024-06-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.613,False,Vibration baseline recovered after tool holder replacement.
+47755,2024-06-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.214,False,Operator reset acknowledged after red-tag inspection.
+47756,2024-06-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.661,False,Reliability engineer tagged sample window for model retraining.
+47757,2024-06-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.4,False,Machine idle period extended during planned sanitation window.
+47758,2024-06-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.677,False,Quality hold reduced finishing booth activity for one shift.
+47759,2024-06-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.849,False,Temporary gateway failover completed without data loss.
+47760,2024-06-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.824,False,Pressure line purge completed before restart authorization.
+47761,2024-06-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Sensor heartbeat delayed by one interval after gateway retry.
+47762,2024-06-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.792,False,Hydraulic line pressure oscillation detected under load.
+47763,2024-06-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.629,False,Pressure peak corresponds to oversized billet batch processing.
+47764,2024-06-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.309,False,Machine throughput increase drove sustained pressure uplift.
+47765,2024-06-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Operator reset acknowledged after red-tag inspection.
+47766,2024-06-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.356,False,Transient outlier matched forklift impact near cabinet wall.
+47767,2024-06-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.884,False,Quality hold reduced finishing booth activity for one shift.
+47768,2024-06-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.656,False,Operator reported intermittent chatter on machine CNC-04.
+47769,2024-06-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Humidity climbed during dock-door open period in afternoon shift.
+47770,2024-06-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.695,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47771,2024-06-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Supervisory alert generated after three consecutive threshold breaches.
+47772,2024-06-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.306,False,Telemetry quality flag downgraded during sensor self-test window.
+47773,2024-06-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47774,2024-06-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.352,False,Edge collector replayed buffered events after network recovery.
+47775,2024-06-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.514,False,Telemetry quality flag downgraded during sensor self-test window.
+47776,2024-06-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.325,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47777,2024-06-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Humidity readings track seasonal rise across late spring.
+47778,2024-06-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.595,False,Quality team requested trace review for lot 24-118B.
+47779,2024-06-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Vibration baseline recovered after tool holder replacement.
+47780,2024-06-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.3,False,Hydraulic line pressure oscillation detected under load.
+47781,2024-06-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Maintenance crew confirmed lubrication interval was missed.
+47782,2024-06-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.631,False,Telemetry quality flag downgraded during sensor self-test window.
+47783,2024-06-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Sensor battery health remains nominal after firmware update.
+47784,2024-06-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.221,False,Temperature variance narrowed after coolant nozzle cleaning.
+47785,2024-06-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Condensation warning cleared after dehumidifier ramp-up.
+47786,2024-06-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.678,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47787,2024-06-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.141,False,Calibration check overdue by 11 days for press-line transducer.
+47788,2024-06-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.068,False,Sensor enclosure opened for manual calibration verification.
+47789,2024-06-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.478,False,Machine idle period extended during planned sanitation window.
+47790,2024-06-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.714,False,Vibration burst exceeds envelope during tool change cycle.
+47791,2024-06-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.066,False,Edge collector replayed buffered events after network recovery.
+47792,2024-06-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.348,False,Reliability engineer tagged sample window for model retraining.
+47793,2024-06-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.241,False,Pressure line purge completed before restart authorization.
+47794,2024-06-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.918,False,Vibration baseline recovered after tool holder replacement.
+47795,2024-06-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.974,False,Calibration check overdue by 11 days for press-line transducer.
+47796,2024-06-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.987,False,Shift handoff note referenced unusual noise near press enclosure.
+47797,2024-06-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.115,False,Telemetry quality flag downgraded during sensor self-test window.
+47798,2024-06-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.97,False,Operator reported intermittent chatter on machine CNC-04.
+47799,2024-06-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.987,False,Anomaly review flagged possible bearing wear progression.
+47800,2024-06-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.148,False,Sensor heartbeat delayed by one interval after gateway retry.
+47801,2024-06-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.972,False,Machine idle period extended during planned sanitation window.
+47802,2024-06-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.376,False,Warning threshold updated for pilot predictive-maintenance model.
+47803,2024-06-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Air handler maintenance reduced humidity variance on finishing line.
+47804,2024-06-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.895,False,Warning threshold updated for pilot predictive-maintenance model.
+47805,2024-06-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.978,False,Pressure line purge completed before restart authorization.
+47806,2024-06-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.632,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47807,2024-06-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.587,False,Hydraulic line pressure oscillation detected under load.
+47808,2024-06-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.763,False,Press cycle dwell time lengthened during high-volume batch.
+47809,2024-06-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Thermal ramp exceeded expected warmup curve before shift start.
+47810,2024-06-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.001,False,Telemetry quality flag downgraded during sensor self-test window.
+47811,2024-06-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.578,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47812,2024-06-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.843,False,Operator reported intermittent chatter on machine CNC-04.
+47813,2024-06-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.129,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47814,2024-06-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.15,False,Temperature remained elevated during unscheduled overtime run.
+47815,2024-06-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.484,False,Vibration burst exceeds envelope during tool change cycle.
+47816,2024-06-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.015,False,Coolant loop adjustment reduced chamber temperature spread.
+47817,2024-06-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Unbalanced load introduced cyclical pressure ripple.
+47818,2024-06-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47819,2024-06-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.918,False,Maintenance note logged for coupling imbalance inspection.
+47820,2024-06-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.929,False,Operator reset acknowledged after red-tag inspection.
+47821,2024-06-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.665,False,Shift handoff note referenced unusual noise near press enclosure.
+47822,2024-06-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.835,False,Temperature remained elevated during unscheduled overtime run.
+47823,2024-06-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.43,False,Machine throughput increase drove sustained pressure uplift.
+47824,2024-06-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.824,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47825,2024-06-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.453,False,Maintenance scheduler deferred calibration due to spare shortage.
+47826,2024-06-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.042,False,Humidity baseline improved after seal replacement.
+47827,2024-06-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.764,False,Press cycle dwell time lengthened during high-volume batch.
+47828,2024-06-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.088,False,Sensor heartbeat delayed by one interval after gateway retry.
+47829,2024-06-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.413,False,Humidity baseline improved after seal replacement.
+47830,2024-06-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.591,False,Unbalanced load introduced cyclical pressure ripple.
+47831,2024-06-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.855,False,Machine idle period extended during planned sanitation window.
+47832,2024-06-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.34,False,Temperature variance narrowed after coolant nozzle cleaning.
+47833,2024-06-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.104,False,Vibration burst exceeds envelope during tool change cycle.
+47834,2024-06-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.052,False,Dust extraction fan offline for 18 minutes on line finishing.
+47835,2024-06-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Maintenance crew confirmed lubrication interval was missed.
+47836,2024-06-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.804,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47837,2024-06-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Telemetry quality flag downgraded during sensor self-test window.
+47838,2024-06-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Operator reported intermittent chatter on machine CNC-04.
+47839,2024-06-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.003,False,Thermal overshoot event coincided with recipe change on furnace.
+47840,2024-06-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.937,False,Air handler maintenance reduced humidity variance on finishing line.
+47841,2024-06-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.301,False,Machine throughput increase drove sustained pressure uplift.
+47842,2024-06-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.072,False,Temperature remained elevated during unscheduled overtime run.
+47843,2024-06-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Dust extraction fan offline for 18 minutes on line finishing.
+47844,2024-06-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.331,False,SCADA backfill inserted two delayed telemetry points.
+47845,2024-06-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Temperature remained elevated during unscheduled overtime run.
+47846,2024-06-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.088,False,Temperature remained elevated during unscheduled overtime run.
+47847,2024-06-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.372,False,Sensor signal clipping observed during startup surge.
+47848,2024-06-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.205,False,Thermal ramp exceeded expected warmup curve before shift start.
+47849,2024-06-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.01,False,Shift handoff note referenced unusual noise near press enclosure.
+47850,2024-06-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.758,False,Air handler maintenance reduced humidity variance on finishing line.
+47851,2024-06-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Coolant loop adjustment reduced chamber temperature spread.
+47852,2024-06-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.289,False,Machine throughput increase drove sustained pressure uplift.
+47853,2024-06-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47854,2024-06-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.202,False,Calibration check overdue by 11 days for press-line transducer.
+47855,2024-06-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.05,False,Vibration burst exceeds envelope during tool change cycle.
+47856,2024-06-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.849,False,Quality team requested trace review for lot 24-118B.
+47857,2024-06-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.292,False,Maintenance scheduler deferred calibration due to spare shortage.
+47858,2024-06-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.629,False,Humidity readings track seasonal rise across late spring.
+47859,2024-06-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Anomaly review flagged possible bearing wear progression.
+47860,2024-06-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.082,False,Bearing temperature rising faster than baseline on spindle cell.
+47861,2024-06-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.37,False,Warning threshold updated for pilot predictive-maintenance model.
+47862,2024-06-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.846,False,Humidity climbed during dock-door open period in afternoon shift.
+47863,2024-06-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.397,False,Machine throughput increase drove sustained pressure uplift.
+47864,2024-06-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47865,2024-06-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Temperature variance narrowed after coolant nozzle cleaning.
+47866,2024-06-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.931,False,Pressure settled back to nominal after valve reseat.
+47867,2024-06-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.319,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47868,2024-06-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.813,False,Machine idle period extended during planned sanitation window.
+47869,2024-06-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Humidity climbed during dock-door open period in afternoon shift.
+47870,2024-06-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.273,False,Warning threshold updated for pilot predictive-maintenance model.
+47871,2024-06-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.129,False,Hydraulic line pressure oscillation detected under load.
+47872,2024-06-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.153,False,Coolant loop adjustment reduced chamber temperature spread.
+47873,2024-06-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,Pressure peak corresponds to oversized billet batch processing.
+47874,2024-06-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.499,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47875,2024-06-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.094,False,Calibration check overdue by 11 days for press-line transducer.
+47876,2024-06-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.163,False,Telemetry quality flag downgraded during sensor self-test window.
+47877,2024-06-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.329,False,Edge collector replayed buffered events after network recovery.
+47878,2024-06-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.514,False,Pressure peak corresponds to oversized billet batch processing.
+47879,2024-06-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Machine throughput increase drove sustained pressure uplift.
+47880,2024-06-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.585,False,Warning threshold updated for pilot predictive-maintenance model.
+47881,2024-06-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.29,False,Coolant loop adjustment reduced chamber temperature spread.
+47882,2024-06-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.492,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47883,2024-06-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.325,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47884,2024-06-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.416,False,Humidity climbed during dock-door open period in afternoon shift.
+47885,2024-06-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.895,False,Quality team requested trace review for lot 24-118B.
+47886,2024-06-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.009,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47887,2024-06-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.019,False,Dust extraction fan offline for 18 minutes on line finishing.
+47888,2024-06-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.139,False,Humidity climbed during dock-door open period in afternoon shift.
+47889,2024-06-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.929,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47890,2024-06-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.384,False,Operator reported intermittent chatter on machine CNC-04.
+47891,2024-06-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.703,False,Vibration harmonics broadened during extended production run.
+47892,2024-06-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.997,False,Telemetry quality flag downgraded during sensor self-test window.
+47893,2024-06-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Operator reported intermittent chatter on machine CNC-04.
+47894,2024-06-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.383,False,Thermal ramp exceeded expected warmup curve before shift start.
+47895,2024-06-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.485,False,SCADA backfill inserted two delayed telemetry points.
+47896,2024-06-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.405,False,Reliability engineer tagged sample window for model retraining.
+47897,2024-06-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Temporary gateway failover completed without data loss.
+47898,2024-06-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.834,False,Humidity excursion near finishing booth during coating run.
+47899,2024-06-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.272,False,Press cycle dwell time lengthened during high-volume batch.
+47900,2024-06-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.675,False,Calibration check overdue by 11 days for press-line transducer.
+47901,2024-06-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Humidity baseline improved after seal replacement.
+47902,2024-06-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.124,False,Temperature remained elevated during unscheduled overtime run.
+47903,2024-06-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Quality hold reduced finishing booth activity for one shift.
+47904,2024-06-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Pressure line purge completed before restart authorization.
+47905,2024-06-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance scheduler deferred calibration due to spare shortage.
+47906,2024-06-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.645,False,Quality team requested trace review for lot 24-118B.
+47907,2024-06-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Sensor battery health remains nominal after firmware update.
+47908,2024-06-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.668,False,Sensor battery health remains nominal after firmware update.
+47909,2024-06-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.533,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47910,2024-06-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.561,False,Humidity climbed during dock-door open period in afternoon shift.
+47911,2024-06-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Operator reset acknowledged after red-tag inspection.
+47912,2024-06-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.656,False,Air handler maintenance reduced humidity variance on finishing line.
+47913,2024-06-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.522,False,Shift handoff note referenced unusual noise near press enclosure.
+47914,2024-06-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.054,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47915,2024-06-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.429,False,Temperature remained elevated during unscheduled overtime run.
+47916,2024-06-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.704,False,Hydraulic line pressure oscillation detected under load.
+47917,2024-06-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Supervisory alert generated after three consecutive threshold breaches.
+47918,2024-06-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.532,False,Operator reset acknowledged after red-tag inspection.
+47919,2024-06-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.075,False,Press cycle dwell time lengthened during high-volume batch.
+47920,2024-06-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.688,False,Machine throughput increase drove sustained pressure uplift.
+47921,2024-06-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Maintenance scheduler deferred calibration due to spare shortage.
+47922,2024-06-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.703,False,Press cycle dwell time lengthened during high-volume batch.
+47923,2024-06-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.95,False,Vibration burst exceeds envelope during tool change cycle.
+47924,2024-06-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.215,False,Hydraulic line pressure oscillation detected under load.
+47925,2024-06-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Machine idle period extended during planned sanitation window.
+47926,2024-06-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.815,False,Press cycle dwell time lengthened during high-volume batch.
+47927,2024-06-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47928,2024-06-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.495,False,Sensor battery health remains nominal after firmware update.
+47929,2024-06-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Machine throughput increase drove sustained pressure uplift.
+47930,2024-06-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.04,False,Humidity baseline improved after seal replacement.
+47931,2024-06-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Humidity readings track seasonal rise across late spring.
+47932,2024-06-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.36,False,Thermal ramp exceeded expected warmup curve before shift start.
+47933,2024-06-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.896,False,Ambient temperature stabilized after HVAC stage-two engagement.
+47934,2024-06-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.566,False,Humidity excursion near finishing booth during coating run.
+47935,2024-06-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.192,False,Pressure settled back to nominal after valve reseat.
+47936,2024-06-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.797,False,Air handler maintenance reduced humidity variance on finishing line.
+47937,2024-06-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Pressure settled back to nominal after valve reseat.
+47938,2024-06-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.289,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+47939,2024-06-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.918,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47940,2024-06-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.897,False,Operator reported intermittent chatter on machine CNC-04.
+47941,2024-06-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Operator reported intermittent chatter on machine CNC-04.
+47942,2024-06-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.142,False,Humidity excursion near finishing booth during coating run.
+47943,2024-06-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47944,2024-06-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.718,False,Reliability engineer tagged sample window for model retraining.
+47945,2024-06-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.823,False,Maintenance crew confirmed lubrication interval was missed.
+47946,2024-06-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.471,False,Reliability engineer tagged sample window for model retraining.
+47947,2024-06-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.909,False,Maintenance crew confirmed lubrication interval was missed.
+47948,2024-06-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.936,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+47949,2024-06-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.491,False,Maintenance note logged for coupling imbalance inspection.
+47950,2024-06-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.274,False,Edge collector replayed buffered events after network recovery.
+47951,2024-06-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.19,False,Pressure settled back to nominal after valve reseat.
+47952,2024-06-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.746,False,Temporary gateway failover completed without data loss.
+47953,2024-06-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Shift handoff note referenced unusual noise near press enclosure.
+47954,2024-06-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.565,False,Compressed air fluctuation introduced pressure noise for two cycles.
+47955,2024-06-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Humidity climbed during dock-door open period in afternoon shift.
+47956,2024-06-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.937,False,Temperature variance narrowed after coolant nozzle cleaning.
+47957,2024-06-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.909,False,Shift handoff note referenced unusual noise near press enclosure.
+47958,2024-06-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.583,False,Temperature remained elevated during unscheduled overtime run.
+47959,2024-06-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Temperature remained elevated during unscheduled overtime run.
+47960,2024-06-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.951,False,Sensor 3 drift suspected after cross-check with manual gauge.
+47961,2024-06-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Operator reported intermittent chatter on machine CNC-04.
+47962,2024-06-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.594,False,Sensor enclosure opened for manual calibration verification.
+47963,2024-06-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Reliability engineer tagged sample window for model retraining.
+47964,2024-06-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.734,False,Coolant loop adjustment reduced chamber temperature spread.
+47965,2024-06-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Edge collector replayed buffered events after network recovery.
+47966,2024-06-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.369,False,Operator reported intermittent chatter on machine CNC-04.
+47967,2024-06-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.004,False,Quality team requested trace review for lot 24-118B.
+47968,2024-06-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.264,False,Machine throughput increase drove sustained pressure uplift.
+47969,2024-06-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Short-lived packet loss observed at edge gateway gw-02.
+47970,2024-06-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.317,False,Temperature remained elevated during unscheduled overtime run.
+47971,2024-06-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.095,False,Maintenance scheduler deferred calibration due to spare shortage.
+47972,2024-06-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.144,False,Temperature remained elevated during unscheduled overtime run.
+47973,2024-06-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Humidity excursion near finishing booth during coating run.
+47974,2024-06-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.552,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47975,2024-06-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,Quality team requested trace review for lot 24-118B.
+47976,2024-06-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.385,False,Maintenance scheduler deferred calibration due to spare shortage.
+47977,2024-06-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.368,False,Pressure line purge completed before restart authorization.
+47978,2024-06-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.65,False,Night shift startup produced higher than normal vibration floor.
+47979,2024-06-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.483,False,Short-lived packet loss observed at edge gateway gw-02.
+47980,2024-06-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.365,False,Edge collector replayed buffered events after network recovery.
+47981,2024-06-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Warning threshold updated for pilot predictive-maintenance model.
+47982,2024-06-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.503,False,Anomaly review flagged possible bearing wear progression.
+47983,2024-06-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47984,2024-06-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.577,False,Sensor signal clipping observed during startup surge.
+47985,2024-06-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.324,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+47986,2024-06-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.185,False,Vibration baseline recovered after tool holder replacement.
+47987,2024-06-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Unbalanced load introduced cyclical pressure ripple.
+47988,2024-06-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.099,False,Pressure line purge completed before restart authorization.
+47989,2024-06-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Heat-treat furnace door cycling increased localized temperature spikes.
+47990,2024-06-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.24,False,Pressure line purge completed before restart authorization.
+47991,2024-06-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Operator reported intermittent chatter on machine CNC-04.
+47992,2024-06-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.76,False,Thermal ramp exceeded expected warmup curve before shift start.
+47993,2024-06-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Coolant loop adjustment reduced chamber temperature spread.
+47994,2024-06-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.09,False,Machine idle period extended during planned sanitation window.
+47995,2024-06-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Anomaly review flagged possible bearing wear progression.
+47996,2024-06-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.841,False,Temporary gateway failover completed without data loss.
+47997,2024-06-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.673,False,Shift handoff note referenced unusual noise near press enclosure.
+47998,2024-06-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.206,False,Thermal overshoot event coincided with recipe change on furnace.
+47999,2024-06-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.166,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48000,2024-06-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.667,False,Humidity baseline improved after seal replacement.
+48001,2024-06-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Machine idle period extended during planned sanitation window.
+48002,2024-06-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.912,False,Night shift startup produced higher than normal vibration floor.
+48003,2024-06-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.616,False,Thermal overshoot event coincided with recipe change on furnace.
+48004,2024-06-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.169,False,Calibration check overdue by 11 days for press-line transducer.
+48005,2024-06-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.24,False,Humidity excursion near finishing booth during coating run.
+48006,2024-06-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.308,False,Sensor enclosure opened for manual calibration verification.
+48007,2024-06-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Maintenance scheduler deferred calibration due to spare shortage.
+48008,2024-06-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.291,False,Reliability engineer tagged sample window for model retraining.
+48009,2024-06-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.679,False,Shift handoff note referenced unusual noise near press enclosure.
+48010,2024-06-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.7,False,Sensor signal clipping observed during startup surge.
+48011,2024-06-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.057,False,Vibration baseline recovered after tool holder replacement.
+48012,2024-06-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.887,False,Calibration check overdue by 11 days for press-line transducer.
+48013,2024-06-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.504,False,Vibration baseline recovered after tool holder replacement.
+48014,2024-06-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.555,False,Sensor enclosure opened for manual calibration verification.
+48015,2024-06-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.224,False,Quality team requested trace review for lot 24-118B.
+48016,2024-06-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.91,False,Vibration baseline recovered after tool holder replacement.
+48017,2024-06-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Reliability engineer tagged sample window for model retraining.
+48018,2024-06-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.878,False,Shift handoff note referenced unusual noise near press enclosure.
+48019,2024-06-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.983,False,Sensor signal clipping observed during startup surge.
+48020,2024-06-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.876,False,Warning threshold updated for pilot predictive-maintenance model.
+48021,2024-06-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Shift handoff note referenced unusual noise near press enclosure.
+48022,2024-06-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.5,False,Temporary gateway failover completed without data loss.
+48023,2024-06-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.182,False,Coolant loop adjustment reduced chamber temperature spread.
+48024,2024-06-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.19,False,Temperature variance narrowed after coolant nozzle cleaning.
+48025,2024-06-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Sensor battery health remains nominal after firmware update.
+48026,2024-06-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.002,False,Condensation warning cleared after dehumidifier ramp-up.
+48027,2024-06-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.896,False,Machine throughput increase drove sustained pressure uplift.
+48028,2024-06-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.866,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48029,2024-06-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Quality team requested trace review for lot 24-118B.
+48030,2024-06-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.467,False,Edge collector replayed buffered events after network recovery.
+48031,2024-06-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.248,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48032,2024-06-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.494,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48033,2024-06-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Thermal ramp exceeded expected warmup curve before shift start.
+48034,2024-06-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.428,False,Thermal overshoot event coincided with recipe change on furnace.
+48035,2024-06-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.462,False,SCADA backfill inserted two delayed telemetry points.
+48036,2024-06-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.748,False,Vibration harmonics broadened during extended production run.
+48037,2024-06-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Bearing temperature rising faster than baseline on spindle cell.
+48038,2024-06-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.122,False,Unbalanced load introduced cyclical pressure ripple.
+48039,2024-06-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.076,False,Humidity baseline improved after seal replacement.
+48040,2024-06-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.984,False,Bearing temperature rising faster than baseline on spindle cell.
+48041,2024-06-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.241,False,Edge collector replayed buffered events after network recovery.
+48042,2024-06-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.525,False,Night shift startup produced higher than normal vibration floor.
+48043,2024-06-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Telemetry quality flag downgraded during sensor self-test window.
+48044,2024-06-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.745,False,Maintenance note logged for coupling imbalance inspection.
+48045,2024-06-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.677,False,Condensation warning cleared after dehumidifier ramp-up.
+48046,2024-06-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.702,False,Bearing temperature rising faster than baseline on spindle cell.
+48047,2024-06-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.625,False,Humidity readings track seasonal rise across late spring.
+48048,2024-06-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.586,False,Telemetry quality flag downgraded during sensor self-test window.
+48049,2024-06-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.421,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48050,2024-06-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.462,False,Short-lived packet loss observed at edge gateway gw-02.
+48051,2024-06-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48052,2024-06-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48053,2024-06-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.642,False,Sensor signal clipping observed during startup surge.
+48054,2024-06-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.5,False,Coolant loop adjustment reduced chamber temperature spread.
+48055,2024-06-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Humidity baseline improved after seal replacement.
+48056,2024-06-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.446,False,Warning threshold updated for pilot predictive-maintenance model.
+48057,2024-06-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.01,False,Telemetry quality flag downgraded during sensor self-test window.
+48058,2024-06-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.765,False,Telemetry quality flag downgraded during sensor self-test window.
+48059,2024-06-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.607,False,Vibration baseline recovered after tool holder replacement.
+48060,2024-06-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.725,False,Night shift startup produced higher than normal vibration floor.
+48061,2024-06-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.853,False,Vibration baseline recovered after tool holder replacement.
+48062,2024-06-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.841,False,Telemetry quality flag downgraded during sensor self-test window.
+48063,2024-06-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Temperature variance narrowed after coolant nozzle cleaning.
+48064,2024-06-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.554,False,Press cycle dwell time lengthened during high-volume batch.
+48065,2024-06-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.266,False,SCADA backfill inserted two delayed telemetry points.
+48066,2024-06-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.504,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48067,2024-06-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.386,False,Unbalanced load introduced cyclical pressure ripple.
+48068,2024-06-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.149,False,Humidity baseline improved after seal replacement.
+48069,2024-06-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Vibration harmonics broadened during extended production run.
+48070,2024-06-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.142,False,Air handler maintenance reduced humidity variance on finishing line.
+48071,2024-06-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.82,False,Bearing temperature rising faster than baseline on spindle cell.
+48072,2024-06-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.956,False,Condensation warning cleared after dehumidifier ramp-up.
+48073,2024-06-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.324,False,Sensor enclosure opened for manual calibration verification.
+48074,2024-06-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.288,False,Short-lived packet loss observed at edge gateway gw-02.
+48075,2024-06-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.478,False,Humidity readings track seasonal rise across late spring.
+48076,2024-06-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.072,False,Vibration baseline recovered after tool holder replacement.
+48077,2024-06-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.907,False,Telemetry quality flag downgraded during sensor self-test window.
+48078,2024-06-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.625,False,Humidity readings track seasonal rise across late spring.
+48079,2024-06-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.911,False,Shift handoff note referenced unusual noise near press enclosure.
+48080,2024-06-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.561,False,Unbalanced load introduced cyclical pressure ripple.
+48081,2024-06-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.765,False,Temperature variance narrowed after coolant nozzle cleaning.
+48082,2024-06-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.509,False,Pressure peak corresponds to oversized billet batch processing.
+48083,2024-06-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.156,False,Dust extraction fan offline for 18 minutes on line finishing.
+48084,2024-06-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.119,False,Supervisory alert generated after three consecutive threshold breaches.
+48085,2024-06-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Operator reset acknowledged after red-tag inspection.
+48086,2024-06-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.371,False,Pressure settled back to nominal after valve reseat.
+48087,2024-06-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Bearing temperature rising faster than baseline on spindle cell.
+48088,2024-06-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.633,False,Quality team requested trace review for lot 24-118B.
+48089,2024-06-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Sensor signal clipping observed during startup surge.
+48090,2024-06-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.311,False,Operator reported intermittent chatter on machine CNC-04.
+48091,2024-06-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.291,False,Warning threshold updated for pilot predictive-maintenance model.
+48092,2024-06-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.916,False,Operator reported intermittent chatter on machine CNC-04.
+48093,2024-06-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Quality hold reduced finishing booth activity for one shift.
+48094,2024-06-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.584,False,Thermal overshoot event coincided with recipe change on furnace.
+48095,2024-06-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.934,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48096,2024-06-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.062,False,Humidity climbed during dock-door open period in afternoon shift.
+48097,2024-06-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.937,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48098,2024-06-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.228,False,Vibration harmonics broadened during extended production run.
+48099,2024-06-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Vibration harmonics broadened during extended production run.
+48100,2024-06-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Bearing temperature rising faster than baseline on spindle cell.
+48101,2024-06-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Pressure settled back to nominal after valve reseat.
+48102,2024-06-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.025,False,Pressure settled back to nominal after valve reseat.
+48103,2024-06-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Sensor enclosure opened for manual calibration verification.
+48104,2024-06-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.578,False,Thermal ramp exceeded expected warmup curve before shift start.
+48105,2024-06-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.488,False,Shift handoff note referenced unusual noise near press enclosure.
+48106,2024-06-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.413,False,SCADA backfill inserted two delayed telemetry points.
+48107,2024-06-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.324,False,Sensor heartbeat delayed by one interval after gateway retry.
+48108,2024-06-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.497,False,Telemetry quality flag downgraded during sensor self-test window.
+48109,2024-06-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.996,False,Telemetry quality flag downgraded during sensor self-test window.
+48110,2024-06-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.751,False,Quality team requested trace review for lot 24-118B.
+48111,2024-06-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.419,False,Operator reset acknowledged after red-tag inspection.
+48112,2024-06-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.635,False,Calibration check overdue by 11 days for press-line transducer.
+48113,2024-06-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.938,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48114,2024-06-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.008,False,Condensation warning cleared after dehumidifier ramp-up.
+48115,2024-06-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Operator reset acknowledged after red-tag inspection.
+48116,2024-06-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.034,False,Humidity excursion near finishing booth during coating run.
+48117,2024-06-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Vibration harmonics broadened during extended production run.
+48118,2024-06-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.575,False,Pressure peak corresponds to oversized billet batch processing.
+48119,2024-06-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.844,False,Machine idle period extended during planned sanitation window.
+48120,2024-06-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.484,False,Humidity readings track seasonal rise across late spring.
+48121,2024-06-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.184,False,Sensor battery health remains nominal after firmware update.
+48122,2024-06-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.457,False,Thermal ramp exceeded expected warmup curve before shift start.
+48123,2024-06-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Sensor heartbeat delayed by one interval after gateway retry.
+48124,2024-06-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.959,False,Sensor battery health remains nominal after firmware update.
+48125,2024-06-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.708,False,Maintenance crew confirmed lubrication interval was missed.
+48126,2024-06-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.162,False,Supervisory alert generated after three consecutive threshold breaches.
+48127,2024-06-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Humidity excursion near finishing booth during coating run.
+48128,2024-06-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.732,False,Vibration baseline recovered after tool holder replacement.
+48129,2024-06-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.503,False,Machine idle period extended during planned sanitation window.
+48130,2024-06-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.826,False,Telemetry quality flag downgraded during sensor self-test window.
+48131,2024-06-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.819,False,Transient outlier matched forklift impact near cabinet wall.
+48132,2024-06-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.073,False,Quality hold reduced finishing booth activity for one shift.
+48133,2024-06-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.612,False,Edge collector replayed buffered events after network recovery.
+48134,2024-06-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.069,False,Temporary gateway failover completed without data loss.
+48135,2024-06-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.328,False,Operator reported intermittent chatter on machine CNC-04.
+48136,2024-06-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.391,False,Sensor enclosure opened for manual calibration verification.
+48137,2024-06-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.562,False,Temperature variance narrowed after coolant nozzle cleaning.
+48138,2024-06-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48139,2024-06-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.713,False,Maintenance note logged for coupling imbalance inspection.
+48140,2024-06-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.255,False,Sensor enclosure opened for manual calibration verification.
+48141,2024-06-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Vibration burst exceeds envelope during tool change cycle.
+48142,2024-06-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.731,False,Thermal ramp exceeded expected warmup curve before shift start.
+48143,2024-06-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.568,False,Machine throughput increase drove sustained pressure uplift.
+48144,2024-06-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Quality team requested trace review for lot 24-118B.
+48145,2024-06-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Humidity readings track seasonal rise across late spring.
+48146,2024-06-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,58.643,False,Humidity climbed during dock-door open period in afternoon shift.
+48147,2024-06-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Transient outlier matched forklift impact near cabinet wall.
+48148,2024-06-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.89,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48149,2024-06-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.308,False,Shift handoff note referenced unusual noise near press enclosure.
+48150,2024-06-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.689,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48151,2024-06-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.814,False,Calibration check overdue by 11 days for press-line transducer.
+48152,2024-06-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.022,False,Quality hold reduced finishing booth activity for one shift.
+48153,2024-06-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Dust extraction fan offline for 18 minutes on line finishing.
+48154,2024-06-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.061,False,Shift handoff note referenced unusual noise near press enclosure.
+48155,2024-06-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.88,False,Machine throughput increase drove sustained pressure uplift.
+48156,2024-06-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.775,False,Vibration burst exceeds envelope during tool change cycle.
+48157,2024-06-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.985,False,Vibration harmonics broadened during extended production run.
+48158,2024-06-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.569,False,Calibration check overdue by 11 days for press-line transducer.
+48159,2024-06-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.401,False,Transient outlier matched forklift impact near cabinet wall.
+48160,2024-06-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.909,False,Thermal overshoot event coincided with recipe change on furnace.
+48161,2024-06-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Quality team requested trace review for lot 24-118B.
+48162,2024-06-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.517,False,Pressure line purge completed before restart authorization.
+48163,2024-06-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Press cycle dwell time lengthened during high-volume batch.
+48164,2024-06-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.396,False,Pressure peak corresponds to oversized billet batch processing.
+48165,2024-06-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.7,False,Bearing temperature rising faster than baseline on spindle cell.
+48166,2024-06-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.328,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48167,2024-06-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.022,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48168,2024-06-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.313,False,Pressure settled back to nominal after valve reseat.
+48169,2024-06-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Sensor enclosure opened for manual calibration verification.
+48170,2024-06-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.311,False,Calibration check overdue by 11 days for press-line transducer.
+48171,2024-06-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,SCADA backfill inserted two delayed telemetry points.
+48172,2024-06-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.62,False,Operator reset acknowledged after red-tag inspection.
+48173,2024-06-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Edge collector replayed buffered events after network recovery.
+48174,2024-06-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.661,False,Pressure line purge completed before restart authorization.
+48175,2024-06-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.941,False,Packaging line stop reduced adjacent vibration background.
+48176,2024-06-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.924,False,Night shift startup produced higher than normal vibration floor.
+48177,2024-06-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Unbalanced load introduced cyclical pressure ripple.
+48178,2024-06-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.807,False,Maintenance scheduler deferred calibration due to spare shortage.
+48179,2024-06-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.018,False,Short-lived packet loss observed at edge gateway gw-02.
+48180,2024-06-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.697,False,Press cycle dwell time lengthened during high-volume batch.
+48181,2024-06-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.747,False,Edge collector replayed buffered events after network recovery.
+48182,2024-06-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48183,2024-06-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.558,False,Humidity excursion near finishing booth during coating run.
+48184,2024-06-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.49,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48185,2024-06-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Temperature variance narrowed after coolant nozzle cleaning.
+48186,2024-06-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.951,False,Sensor enclosure opened for manual calibration verification.
+48187,2024-06-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Short-lived packet loss observed at edge gateway gw-02.
+48188,2024-06-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.156,False,Humidity baseline improved after seal replacement.
+48189,2024-06-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48190,2024-06-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.215,False,Maintenance crew confirmed lubrication interval was missed.
+48191,2024-06-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.914,False,Hydraulic line pressure oscillation detected under load.
+48192,2024-06-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.81,False,Transient outlier matched forklift impact near cabinet wall.
+48193,2024-06-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Coolant loop adjustment reduced chamber temperature spread.
+48194,2024-06-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.487,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48195,2024-06-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.549,False,Vibration harmonics broadened during extended production run.
+48196,2024-06-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.142,False,Operator reported intermittent chatter on machine CNC-04.
+48197,2024-06-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.367,False,Pressure line purge completed before restart authorization.
+48198,2024-06-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.237,False,Temperature remained elevated during unscheduled overtime run.
+48199,2024-06-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.92,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48200,2024-06-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.276,False,Maintenance crew confirmed lubrication interval was missed.
+48201,2024-06-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.054,False,Condensation warning cleared after dehumidifier ramp-up.
+48202,2024-06-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.525,False,Air handler maintenance reduced humidity variance on finishing line.
+48203,2024-06-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Hydraulic line pressure oscillation detected under load.
+48204,2024-06-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.346,False,Press cycle dwell time lengthened during high-volume batch.
+48205,2024-06-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.651,False,Dust extraction fan offline for 18 minutes on line finishing.
+48206,2024-06-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.097,False,Sensor signal clipping observed during startup surge.
+48207,2024-06-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Quality hold reduced finishing booth activity for one shift.
+48208,2024-06-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Temporary gateway failover completed without data loss.
+48209,2024-06-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.117,False,Calibration check overdue by 11 days for press-line transducer.
+48210,2024-06-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.602,False,Thermal ramp exceeded expected warmup curve before shift start.
+48211,2024-06-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Maintenance note logged for coupling imbalance inspection.
+48212,2024-06-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.281,False,Sensor heartbeat delayed by one interval after gateway retry.
+48213,2024-06-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Thermal overshoot event coincided with recipe change on furnace.
+48214,2024-06-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.327,False,Short-lived packet loss observed at edge gateway gw-02.
+48215,2024-06-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Shift handoff note referenced unusual noise near press enclosure.
+48216,2024-06-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.045,False,Anomaly review flagged possible bearing wear progression.
+48217,2024-06-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.494,False,Anomaly review flagged possible bearing wear progression.
+48218,2024-06-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.5,False,Temperature remained elevated during unscheduled overtime run.
+48219,2024-06-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.19,False,Humidity baseline improved after seal replacement.
+48220,2024-06-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.479,False,Bearing temperature rising faster than baseline on spindle cell.
+48221,2024-06-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.532,False,Press cycle dwell time lengthened during high-volume batch.
+48222,2024-06-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.749,False,Maintenance crew confirmed lubrication interval was missed.
+48223,2024-06-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Humidity baseline improved after seal replacement.
+48224,2024-06-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.532,False,Maintenance crew confirmed lubrication interval was missed.
+48225,2024-06-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Thermal overshoot event coincided with recipe change on furnace.
+48226,2024-06-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.983,False,Machine throughput increase drove sustained pressure uplift.
+48227,2024-06-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.366,False,Calibration check overdue by 11 days for press-line transducer.
+48228,2024-06-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.146,False,Packaging line stop reduced adjacent vibration background.
+48229,2024-06-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48230,2024-06-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.971,False,Transient outlier matched forklift impact near cabinet wall.
+48231,2024-06-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.858,False,Supervisory alert generated after three consecutive threshold breaches.
+48232,2024-06-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.649,False,Humidity readings track seasonal rise across late spring.
+48233,2024-06-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Sensor heartbeat delayed by one interval after gateway retry.
+48234,2024-06-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.027,False,Vibration harmonics broadened during extended production run.
+48235,2024-06-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Operator reported intermittent chatter on machine CNC-04.
+48236,2024-06-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.15,False,Operator reported intermittent chatter on machine CNC-04.
+48237,2024-06-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.171,False,Thermal overshoot event coincided with recipe change on furnace.
+48238,2024-06-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.231,False,Sensor enclosure opened for manual calibration verification.
+48239,2024-06-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.117,False,Dust extraction fan offline for 18 minutes on line finishing.
+48240,2024-06-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.88,False,Sensor signal clipping observed during startup surge.
+48241,2024-06-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Pressure peak corresponds to oversized billet batch processing.
+48242,2024-06-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.482,False,Calibration check overdue by 11 days for press-line transducer.
+48243,2024-06-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.968,False,Operator reset acknowledged after red-tag inspection.
+48244,2024-06-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.258,False,Humidity excursion near finishing booth during coating run.
+48245,2024-06-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48246,2024-06-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.716,False,Bearing temperature rising faster than baseline on spindle cell.
+48247,2024-06-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48248,2024-06-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.501,False,Quality team requested trace review for lot 24-118B.
+48249,2024-06-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Pressure line purge completed before restart authorization.
+48250,2024-06-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.154,False,SCADA backfill inserted two delayed telemetry points.
+48251,2024-06-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.444,False,Maintenance note logged for coupling imbalance inspection.
+48252,2024-06-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.987,False,Maintenance note logged for coupling imbalance inspection.
+48253,2024-06-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Thermal ramp exceeded expected warmup curve before shift start.
+48254,2024-06-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.503,False,Operator reported intermittent chatter on machine CNC-04.
+48255,2024-06-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.765,False,Temporary gateway failover completed without data loss.
+48256,2024-06-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.033,False,Dust extraction fan offline for 18 minutes on line finishing.
+48257,2024-06-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.879,False,Packaging line stop reduced adjacent vibration background.
+48258,2024-06-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.984,False,Sensor heartbeat delayed by one interval after gateway retry.
+48259,2024-06-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Air handler maintenance reduced humidity variance on finishing line.
+48260,2024-06-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.11,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48261,2024-06-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.212,False,Calibration check overdue by 11 days for press-line transducer.
+48262,2024-06-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.494,False,Reliability engineer tagged sample window for model retraining.
+48263,2024-06-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.927,False,Packaging line stop reduced adjacent vibration background.
+48264,2024-06-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.372,False,SCADA backfill inserted two delayed telemetry points.
+48265,2024-06-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Warning threshold updated for pilot predictive-maintenance model.
+48266,2024-06-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.881,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48267,2024-06-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.668,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48268,2024-06-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.35,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48269,2024-06-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.494,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48270,2024-06-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.074,False,Maintenance scheduler deferred calibration due to spare shortage.
+48271,2024-06-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.885,False,Air handler maintenance reduced humidity variance on finishing line.
+48272,2024-06-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.411,False,SCADA backfill inserted two delayed telemetry points.
+48273,2024-06-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Anomaly review flagged possible bearing wear progression.
+48274,2024-06-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.975,False,Pressure settled back to nominal after valve reseat.
+48275,2024-06-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.154,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48276,2024-06-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.394,False,Humidity baseline improved after seal replacement.
+48277,2024-06-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.626,False,Packaging line stop reduced adjacent vibration background.
+48278,2024-06-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.853,False,Humidity readings track seasonal rise across late spring.
+48279,2024-06-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Air handler maintenance reduced humidity variance on finishing line.
+48280,2024-06-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.489,False,Short-lived packet loss observed at edge gateway gw-02.
+48281,2024-06-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.814,False,Supervisory alert generated after three consecutive threshold breaches.
+48282,2024-06-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.959,False,Reliability engineer tagged sample window for model retraining.
+48283,2024-06-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.778,False,Operator reported intermittent chatter on machine CNC-04.
+48284,2024-06-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.38,False,Temporary gateway failover completed without data loss.
+48285,2024-06-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Sensor heartbeat delayed by one interval after gateway retry.
+48286,2024-06-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.507,False,Shift handoff note referenced unusual noise near press enclosure.
+48287,2024-06-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Humidity readings track seasonal rise across late spring.
+48288,2024-06-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.875,False,Operator reset acknowledged after red-tag inspection.
+48289,2024-06-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.392,False,Humidity readings track seasonal rise across late spring.
+48290,2024-06-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.801,False,Night shift startup produced higher than normal vibration floor.
+48291,2024-06-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.624,False,Supervisory alert generated after three consecutive threshold breaches.
+48292,2024-06-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.088,False,Machine throughput increase drove sustained pressure uplift.
+48293,2024-06-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Telemetry quality flag downgraded during sensor self-test window.
+48294,2024-06-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.27,False,Maintenance note logged for coupling imbalance inspection.
+48295,2024-06-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.863,False,Humidity excursion near finishing booth during coating run.
+48296,2024-06-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.9,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48297,2024-06-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.143,False,Unbalanced load introduced cyclical pressure ripple.
+48298,2024-06-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.222,False,Coolant loop adjustment reduced chamber temperature spread.
+48299,2024-06-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Hydraulic line pressure oscillation detected under load.
+48300,2024-06-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.025,False,SCADA backfill inserted two delayed telemetry points.
+48301,2024-06-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Maintenance scheduler deferred calibration due to spare shortage.
+48302,2024-06-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.651,False,Short-lived packet loss observed at edge gateway gw-02.
+48303,2024-06-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Warning threshold updated for pilot predictive-maintenance model.
+48304,2024-06-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.663,False,SCADA backfill inserted two delayed telemetry points.
+48305,2024-06-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.786,False,Warning threshold updated for pilot predictive-maintenance model.
+48306,2024-06-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.327,False,Short-lived packet loss observed at edge gateway gw-02.
+48307,2024-06-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.177,False,Temporary gateway failover completed without data loss.
+48308,2024-06-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.007,False,Calibration check overdue by 11 days for press-line transducer.
+48309,2024-06-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Pressure peak corresponds to oversized billet batch processing.
+48310,2024-06-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.014,False,Machine idle period extended during planned sanitation window.
+48311,2024-06-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.463,False,Telemetry quality flag downgraded during sensor self-test window.
+48312,2024-06-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48313,2024-06-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.859,False,Warning threshold updated for pilot predictive-maintenance model.
+48314,2024-06-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.643,False,Operator reported intermittent chatter on machine CNC-04.
+48315,2024-06-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.747,False,Humidity climbed during dock-door open period in afternoon shift.
+48316,2024-06-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.978,False,Operator reset acknowledged after red-tag inspection.
+48317,2024-06-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.112,False,Maintenance scheduler deferred calibration due to spare shortage.
+48318,2024-06-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.348,False,Edge collector replayed buffered events after network recovery.
+48319,2024-06-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.568,False,Night shift startup produced higher than normal vibration floor.
+48320,2024-06-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.79,False,Night shift startup produced higher than normal vibration floor.
+48321,2024-06-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.114,False,Sensor enclosure opened for manual calibration verification.
+48322,2024-06-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.982,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48323,2024-06-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.758,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48324,2024-06-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.302,False,Press cycle dwell time lengthened during high-volume batch.
+48325,2024-06-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Anomaly review flagged possible bearing wear progression.
+48326,2024-06-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48327,2024-06-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.138,False,Temporary gateway failover completed without data loss.
+48328,2024-06-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.581,False,Maintenance scheduler deferred calibration due to spare shortage.
+48329,2024-06-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.599,False,Thermal overshoot event coincided with recipe change on furnace.
+48330,2024-06-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.883,False,Sensor battery health remains nominal after firmware update.
+48331,2024-06-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.091,False,Calibration check overdue by 11 days for press-line transducer.
+48332,2024-06-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.045,False,Sensor signal clipping observed during startup surge.
+48333,2024-06-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.736,False,Machine idle period extended during planned sanitation window.
+48334,2024-06-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.091,False,Vibration burst exceeds envelope during tool change cycle.
+48335,2024-06-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.042,False,Operator reset acknowledged after red-tag inspection.
+48336,2024-06-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.433,False,Shift handoff note referenced unusual noise near press enclosure.
+48337,2024-06-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.951,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48338,2024-06-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.895,False,Bearing temperature rising faster than baseline on spindle cell.
+48339,2024-06-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Pressure settled back to nominal after valve reseat.
+48340,2024-06-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.729,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48341,2024-06-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Pressure peak corresponds to oversized billet batch processing.
+48342,2024-06-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.431,False,Operator reset acknowledged after red-tag inspection.
+48343,2024-06-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.738,False,Vibration baseline recovered after tool holder replacement.
+48344,2024-06-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.434,False,Temperature remained elevated during unscheduled overtime run.
+48345,2024-06-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Pressure peak corresponds to oversized billet batch processing.
+48346,2024-06-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.235,False,Vibration burst exceeds envelope during tool change cycle.
+48347,2024-06-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.13,False,Machine idle period extended during planned sanitation window.
+48348,2024-06-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.683,False,Operator reset acknowledged after red-tag inspection.
+48349,2024-06-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.905,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48350,2024-06-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.106,False,Unbalanced load introduced cyclical pressure ripple.
+48351,2024-06-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Operator reset acknowledged after red-tag inspection.
+48352,2024-06-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.818,False,Edge collector replayed buffered events after network recovery.
+48353,2024-06-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Calibration check overdue by 11 days for press-line transducer.
+48354,2024-06-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.33,False,Thermal overshoot event coincided with recipe change on furnace.
+48355,2024-06-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.721,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48356,2024-06-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.413,False,Temporary gateway failover completed without data loss.
+48357,2024-06-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Supervisory alert generated after three consecutive threshold breaches.
+48358,2024-06-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.256,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48359,2024-06-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.36,False,Quality team requested trace review for lot 24-118B.
+48360,2024-06-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.98,False,Press cycle dwell time lengthened during high-volume batch.
+48361,2024-06-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.406,False,Pressure settled back to nominal after valve reseat.
+48362,2024-06-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.388,False,Quality hold reduced finishing booth activity for one shift.
+48363,2024-06-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.759,False,Pressure line purge completed before restart authorization.
+48364,2024-06-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.626,False,Bearing temperature rising faster than baseline on spindle cell.
+48365,2024-06-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48366,2024-06-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.193,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48367,2024-06-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.153,False,Unbalanced load introduced cyclical pressure ripple.
+48368,2024-06-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.419,False,Sensor heartbeat delayed by one interval after gateway retry.
+48369,2024-06-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Temperature variance narrowed after coolant nozzle cleaning.
+48370,2024-06-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.84,False,Sensor battery health remains nominal after firmware update.
+48371,2024-06-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.983,False,Supervisory alert generated after three consecutive threshold breaches.
+48372,2024-06-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.227,False,Bearing temperature rising faster than baseline on spindle cell.
+48373,2024-06-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.198,False,Telemetry quality flag downgraded during sensor self-test window.
+48374,2024-06-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.963,False,Hydraulic line pressure oscillation detected under load.
+48375,2024-06-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.877,False,Bearing temperature rising faster than baseline on spindle cell.
+48376,2024-06-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.179,False,Quality hold reduced finishing booth activity for one shift.
+48377,2024-06-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.823,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48378,2024-06-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.786,False,Vibration baseline recovered after tool holder replacement.
+48379,2024-06-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.935,False,Air handler maintenance reduced humidity variance on finishing line.
+48380,2024-06-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.927,False,Pressure line purge completed before restart authorization.
+48381,2024-06-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.75,False,Transient outlier matched forklift impact near cabinet wall.
+48382,2024-06-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.08,False,Packaging line stop reduced adjacent vibration background.
+48383,2024-06-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.986,False,Bearing temperature rising faster than baseline on spindle cell.
+48384,2024-06-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.702,False,Quality hold reduced finishing booth activity for one shift.
+48385,2024-06-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Calibration check overdue by 11 days for press-line transducer.
+48386,2024-06-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.568,False,Temperature variance narrowed after coolant nozzle cleaning.
+48387,2024-06-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.625,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48388,2024-06-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.284,False,Pressure settled back to nominal after valve reseat.
+48389,2024-06-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.645,False,Pressure peak corresponds to oversized billet batch processing.
+48390,2024-06-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Temperature remained elevated during unscheduled overtime run.
+48391,2024-06-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.972,False,Operator reported intermittent chatter on machine CNC-04.
+48392,2024-06-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.002,False,Vibration baseline recovered after tool holder replacement.
+48393,2024-06-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Pressure settled back to nominal after valve reseat.
+48394,2024-06-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.102,False,Night shift startup produced higher than normal vibration floor.
+48395,2024-06-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.408,False,Operator reset acknowledged after red-tag inspection.
+48396,2024-06-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.666,False,Humidity climbed during dock-door open period in afternoon shift.
+48397,2024-06-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.332,False,Pressure settled back to nominal after valve reseat.
+48398,2024-06-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.737,False,Dust extraction fan offline for 18 minutes on line finishing.
+48399,2024-06-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.023,False,Machine idle period extended during planned sanitation window.
+48400,2024-06-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.76,False,Unbalanced load introduced cyclical pressure ripple.
+48401,2024-06-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.718,False,Thermal ramp exceeded expected warmup curve before shift start.
+48402,2024-06-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.614,False,Machine idle period extended during planned sanitation window.
+48403,2024-06-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.476,False,Temperature remained elevated during unscheduled overtime run.
+48404,2024-06-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.94,False,Thermal overshoot event coincided with recipe change on furnace.
+48405,2024-06-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Supervisory alert generated after three consecutive threshold breaches.
+48406,2024-06-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.781,False,Machine idle period extended during planned sanitation window.
+48407,2024-06-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.036,False,Air handler maintenance reduced humidity variance on finishing line.
+48408,2024-06-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.715,False,Press cycle dwell time lengthened during high-volume batch.
+48409,2024-06-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.481,False,Dust extraction fan offline for 18 minutes on line finishing.
+48410,2024-06-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.321,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48411,2024-06-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Humidity baseline improved after seal replacement.
+48412,2024-06-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48413,2024-06-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.162,False,Quality hold reduced finishing booth activity for one shift.
+48414,2024-06-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.884,False,Vibration burst exceeds envelope during tool change cycle.
+48415,2024-06-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.685,False,Hydraulic line pressure oscillation detected under load.
+48416,2024-06-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.37,False,Coolant loop adjustment reduced chamber temperature spread.
+48417,2024-06-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Operator reported intermittent chatter on machine CNC-04.
+48418,2024-06-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.134,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48419,2024-06-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.28,False,Pressure line purge completed before restart authorization.
+48420,2024-06-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.996,False,Quality hold reduced finishing booth activity for one shift.
+48421,2024-06-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48422,2024-06-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.535,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48423,2024-06-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.747,False,SCADA backfill inserted two delayed telemetry points.
+48424,2024-06-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.375,False,Pressure peak corresponds to oversized billet batch processing.
+48425,2024-06-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.861,False,Maintenance scheduler deferred calibration due to spare shortage.
+48426,2024-06-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.275,False,Maintenance scheduler deferred calibration due to spare shortage.
+48427,2024-06-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Humidity baseline improved after seal replacement.
+48428,2024-06-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.354,False,Operator reset acknowledged after red-tag inspection.
+48429,2024-06-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.809,False,Bearing temperature rising faster than baseline on spindle cell.
+48430,2024-06-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.292,False,Vibration burst exceeds envelope during tool change cycle.
+48431,2024-06-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Sensor battery health remains nominal after firmware update.
+48432,2024-06-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.97,False,Maintenance crew confirmed lubrication interval was missed.
+48433,2024-06-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.319,False,Thermal overshoot event coincided with recipe change on furnace.
+48434,2024-06-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.683,False,Humidity readings track seasonal rise across late spring.
+48435,2024-06-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Air handler maintenance reduced humidity variance on finishing line.
+48436,2024-06-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.446,False,Thermal overshoot event coincided with recipe change on furnace.
+48437,2024-06-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.331,False,Temporary gateway failover completed without data loss.
+48438,2024-06-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.679,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48439,2024-06-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.881,False,Machine idle period extended during planned sanitation window.
+48440,2024-06-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.385,False,Air handler maintenance reduced humidity variance on finishing line.
+48441,2024-06-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Condensation warning cleared after dehumidifier ramp-up.
+48442,2024-06-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.637,False,Humidity baseline improved after seal replacement.
+48443,2024-06-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.333,False,Humidity baseline improved after seal replacement.
+48444,2024-06-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.872,False,Supervisory alert generated after three consecutive threshold breaches.
+48445,2024-06-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.273,False,Vibration baseline recovered after tool holder replacement.
+48446,2024-06-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.38,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48447,2024-06-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.532,False,Unbalanced load introduced cyclical pressure ripple.
+48448,2024-06-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.024,False,Vibration baseline recovered after tool holder replacement.
+48449,2024-06-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48450,2024-06-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.72,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48451,2024-06-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.636,False,Sensor signal clipping observed during startup surge.
+48452,2024-06-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.539,False,Temperature remained elevated during unscheduled overtime run.
+48453,2024-06-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48454,2024-06-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.397,False,Pressure line purge completed before restart authorization.
+48455,2024-06-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.664,False,Sensor heartbeat delayed by one interval after gateway retry.
+48456,2024-06-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.513,False,Vibration harmonics broadened during extended production run.
+48457,2024-06-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.92,False,Transient outlier matched forklift impact near cabinet wall.
+48458,2024-06-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.806,False,Pressure line purge completed before restart authorization.
+48459,2024-06-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Pressure settled back to nominal after valve reseat.
+48460,2024-06-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.913,False,Humidity readings track seasonal rise across late spring.
+48461,2024-06-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.175,False,Vibration baseline recovered after tool holder replacement.
+48462,2024-06-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.973,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48463,2024-06-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.621,False,Pressure line purge completed before restart authorization.
+48464,2024-06-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.089,False,Bearing temperature rising faster than baseline on spindle cell.
+48465,2024-06-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Humidity readings track seasonal rise across late spring.
+48466,2024-06-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.202,False,Operator reset acknowledged after red-tag inspection.
+48467,2024-06-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.441,False,Quality team requested trace review for lot 24-118B.
+48468,2024-06-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.846,False,Packaging line stop reduced adjacent vibration background.
+48469,2024-06-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.429,False,Sensor heartbeat delayed by one interval after gateway retry.
+48470,2024-06-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.437,False,Edge collector replayed buffered events after network recovery.
+48471,2024-06-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.043,False,Thermal ramp exceeded expected warmup curve before shift start.
+48472,2024-06-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.042,False,Pressure line purge completed before restart authorization.
+48473,2024-06-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Quality hold reduced finishing booth activity for one shift.
+48474,2024-06-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.166,False,Hydraulic line pressure oscillation detected under load.
+48475,2024-06-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.653,False,SCADA backfill inserted two delayed telemetry points.
+48476,2024-06-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.992,False,Humidity readings track seasonal rise across late spring.
+48477,2024-06-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.206,False,Air handler maintenance reduced humidity variance on finishing line.
+48478,2024-06-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.517,False,Press cycle dwell time lengthened during high-volume batch.
+48479,2024-06-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.252,False,Sensor enclosure opened for manual calibration verification.
+48480,2024-06-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.393,False,Temperature variance narrowed after coolant nozzle cleaning.
+48481,2024-06-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.945,False,Pressure peak corresponds to oversized billet batch processing.
+48482,2024-06-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.491,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48483,2024-06-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.276,False,Operator reset acknowledged after red-tag inspection.
+48484,2024-06-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.878,False,Vibration baseline recovered after tool holder replacement.
+48485,2024-06-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.888,False,Calibration check overdue by 11 days for press-line transducer.
+48486,2024-06-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.527,False,Temperature remained elevated during unscheduled overtime run.
+48487,2024-06-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48488,2024-06-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.307,False,Short-lived packet loss observed at edge gateway gw-02.
+48489,2024-06-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.2,False,Warning threshold updated for pilot predictive-maintenance model.
+48490,2024-06-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.779,False,Temporary gateway failover completed without data loss.
+48491,2024-06-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.627,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48492,2024-06-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.029,False,Temporary gateway failover completed without data loss.
+48493,2024-06-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Sensor heartbeat delayed by one interval after gateway retry.
+48494,2024-06-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.619,False,Edge collector replayed buffered events after network recovery.
+48495,2024-06-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.633,False,Air handler maintenance reduced humidity variance on finishing line.
+48496,2024-06-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.305,False,Humidity excursion near finishing booth during coating run.
+48497,2024-06-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.422,False,Vibration harmonics broadened during extended production run.
+48498,2024-06-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.228,False,Sensor battery health remains nominal after firmware update.
+48499,2024-06-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Temperature remained elevated during unscheduled overtime run.
+48500,2024-06-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.705,False,Sensor enclosure opened for manual calibration verification.
+48501,2024-06-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Transient outlier matched forklift impact near cabinet wall.
+48502,2024-06-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.66,False,Temporary gateway failover completed without data loss.
+48503,2024-06-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48504,2024-06-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.785,False,Unbalanced load introduced cyclical pressure ripple.
+48505,2024-06-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Bearing temperature rising faster than baseline on spindle cell.
+48506,2024-06-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.427,False,Pressure peak corresponds to oversized billet batch processing.
+48507,2024-06-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Temporary gateway failover completed without data loss.
+48508,2024-06-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.006,False,Warning threshold updated for pilot predictive-maintenance model.
+48509,2024-06-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.598,False,Quality hold reduced finishing booth activity for one shift.
+48510,2024-06-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.225,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48511,2024-06-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.602,False,Telemetry quality flag downgraded during sensor self-test window.
+48512,2024-06-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.306,False,Supervisory alert generated after three consecutive threshold breaches.
+48513,2024-06-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.563,False,Temperature remained elevated during unscheduled overtime run.
+48514,2024-06-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.734,False,Unbalanced load introduced cyclical pressure ripple.
+48515,2024-06-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.963,False,Quality team requested trace review for lot 24-118B.
+48516,2024-06-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.426,False,Humidity climbed during dock-door open period in afternoon shift.
+48517,2024-06-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.365,False,Pressure peak corresponds to oversized billet batch processing.
+48518,2024-06-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.48,False,Maintenance scheduler deferred calibration due to spare shortage.
+48519,2024-06-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.446,False,Unbalanced load introduced cyclical pressure ripple.
+48520,2024-06-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.109,False,Temperature remained elevated during unscheduled overtime run.
+48521,2024-06-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.185,False,Vibration baseline recovered after tool holder replacement.
+48522,2024-06-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.489,False,Warning threshold updated for pilot predictive-maintenance model.
+48523,2024-06-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.963,False,Maintenance note logged for coupling imbalance inspection.
+48524,2024-06-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.303,False,Warning threshold updated for pilot predictive-maintenance model.
+48525,2024-06-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Telemetry quality flag downgraded during sensor self-test window.
+48526,2024-06-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.542,False,Thermal ramp exceeded expected warmup curve before shift start.
+48527,2024-06-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.205,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48528,2024-06-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.572,False,Sensor signal clipping observed during startup surge.
+48529,2024-06-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.349,False,SCADA backfill inserted two delayed telemetry points.
+48530,2024-06-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.996,False,Telemetry quality flag downgraded during sensor self-test window.
+48531,2024-06-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.943,False,Sensor signal clipping observed during startup surge.
+48532,2024-06-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.746,False,Humidity climbed during dock-door open period in afternoon shift.
+48533,2024-06-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.797,False,Night shift startup produced higher than normal vibration floor.
+48534,2024-06-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.188,False,Maintenance crew confirmed lubrication interval was missed.
+48535,2024-06-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.576,False,Vibration harmonics broadened during extended production run.
+48536,2024-06-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.304,False,Bearing temperature rising faster than baseline on spindle cell.
+48537,2024-06-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Anomaly review flagged possible bearing wear progression.
+48538,2024-06-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.813,False,Temperature remained elevated during unscheduled overtime run.
+48539,2024-06-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48540,2024-06-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.133,False,Sensor heartbeat delayed by one interval after gateway retry.
+48541,2024-06-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.484,False,Operator reported intermittent chatter on machine CNC-04.
+48542,2024-06-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.208,False,Reliability engineer tagged sample window for model retraining.
+48543,2024-06-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.17,False,Packaging line stop reduced adjacent vibration background.
+48544,2024-06-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.566,False,Temperature variance narrowed after coolant nozzle cleaning.
+48545,2024-06-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,Humidity excursion near finishing booth during coating run.
+48546,2024-06-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.004,False,Sensor heartbeat delayed by one interval after gateway retry.
+48547,2024-06-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.632,False,Pressure settled back to nominal after valve reseat.
+48548,2024-06-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.892,False,Vibration baseline recovered after tool holder replacement.
+48549,2024-06-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Pressure settled back to nominal after valve reseat.
+48550,2024-06-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.565,False,Thermal ramp exceeded expected warmup curve before shift start.
+48551,2024-06-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.127,False,Thermal overshoot event coincided with recipe change on furnace.
+48552,2024-06-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.154,False,Quality hold reduced finishing booth activity for one shift.
+48553,2024-06-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48554,2024-06-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.077,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48555,2024-06-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.598,False,Dust extraction fan offline for 18 minutes on line finishing.
+48556,2024-06-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.57,False,Machine idle period extended during planned sanitation window.
+48557,2024-06-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Maintenance crew confirmed lubrication interval was missed.
+48558,2024-06-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.861,False,Air handler maintenance reduced humidity variance on finishing line.
+48559,2024-06-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Operator reported intermittent chatter on machine CNC-04.
+48560,2024-06-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.39,False,Maintenance scheduler deferred calibration due to spare shortage.
+48561,2024-06-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.667,False,Sensor heartbeat delayed by one interval after gateway retry.
+48562,2024-06-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.217,False,Maintenance scheduler deferred calibration due to spare shortage.
+48563,2024-06-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.677,False,Quality hold reduced finishing booth activity for one shift.
+48564,2024-06-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.217,False,Humidity baseline improved after seal replacement.
+48565,2024-06-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.149,False,Maintenance note logged for coupling imbalance inspection.
+48566,2024-06-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.109,False,Thermal overshoot event coincided with recipe change on furnace.
+48567,2024-06-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.819,False,Humidity readings track seasonal rise across late spring.
+48568,2024-06-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.301,False,Thermal ramp exceeded expected warmup curve before shift start.
+48569,2024-06-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.782,False,Temporary gateway failover completed without data loss.
+48570,2024-06-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.573,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48571,2024-06-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Maintenance crew confirmed lubrication interval was missed.
+48572,2024-06-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.899,False,Humidity baseline improved after seal replacement.
+48573,2024-06-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Pressure peak corresponds to oversized billet batch processing.
+48574,2024-06-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.592,False,Thermal ramp exceeded expected warmup curve before shift start.
+48575,2024-06-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Pressure peak corresponds to oversized billet batch processing.
+48576,2024-06-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.386,False,Short-lived packet loss observed at edge gateway gw-02.
+48577,2024-06-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.721,False,Air handler maintenance reduced humidity variance on finishing line.
+48578,2024-06-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.161,False,Humidity baseline improved after seal replacement.
+48579,2024-06-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.473,False,Warning threshold updated for pilot predictive-maintenance model.
+48580,2024-06-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.231,False,Night shift startup produced higher than normal vibration floor.
+48581,2024-06-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.456,False,Night shift startup produced higher than normal vibration floor.
+48582,2024-06-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.723,False,Sensor battery health remains nominal after firmware update.
+48583,2024-06-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.905,False,SCADA backfill inserted two delayed telemetry points.
+48584,2024-06-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.987,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48585,2024-06-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48586,2024-06-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.534,False,Night shift startup produced higher than normal vibration floor.
+48587,2024-06-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Air handler maintenance reduced humidity variance on finishing line.
+48588,2024-06-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.74,False,Humidity readings track seasonal rise across late spring.
+48589,2024-06-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.548,False,Humidity climbed during dock-door open period in afternoon shift.
+48590,2024-06-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.757,False,Maintenance scheduler deferred calibration due to spare shortage.
+48591,2024-06-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.747,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48592,2024-06-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.019,False,Bearing temperature rising faster than baseline on spindle cell.
+48593,2024-06-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Vibration harmonics broadened during extended production run.
+48594,2024-06-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.27,False,Maintenance note logged for coupling imbalance inspection.
+48595,2024-06-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.443,False,Machine throughput increase drove sustained pressure uplift.
+48596,2024-06-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.264,False,Shift handoff note referenced unusual noise near press enclosure.
+48597,2024-06-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.354,False,Unbalanced load introduced cyclical pressure ripple.
+48598,2024-06-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.837,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48599,2024-06-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.29,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48600,2024-06-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.654,False,Vibration harmonics broadened during extended production run.
+48601,2024-06-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.794,False,Vibration burst exceeds envelope during tool change cycle.
+48602,2024-06-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.025,False,Humidity baseline improved after seal replacement.
+48603,2024-06-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.042,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48604,2024-06-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.554,False,Vibration burst exceeds envelope during tool change cycle.
+48605,2024-06-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.873,False,SCADA backfill inserted two delayed telemetry points.
+48606,2024-06-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.764,False,Press cycle dwell time lengthened during high-volume batch.
+48607,2024-06-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Vibration burst exceeds envelope during tool change cycle.
+48608,2024-06-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.469,False,Thermal overshoot event coincided with recipe change on furnace.
+48609,2024-06-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Temporary gateway failover completed without data loss.
+48610,2024-06-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.865,False,Humidity excursion near finishing booth during coating run.
+48611,2024-06-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.567,False,Machine throughput increase drove sustained pressure uplift.
+48612,2024-06-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.725,False,Vibration baseline recovered after tool holder replacement.
+48613,2024-06-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Humidity climbed during dock-door open period in afternoon shift.
+48614,2024-06-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.796,False,Operator reported intermittent chatter on machine CNC-04.
+48615,2024-06-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Vibration harmonics broadened during extended production run.
+48616,2024-06-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.792,False,Vibration harmonics broadened during extended production run.
+48617,2024-06-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.894,False,Coolant loop adjustment reduced chamber temperature spread.
+48618,2024-06-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.123,False,Shift handoff note referenced unusual noise near press enclosure.
+48619,2024-06-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.374,False,Quality team requested trace review for lot 24-118B.
+48620,2024-06-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.501,False,Vibration burst exceeds envelope during tool change cycle.
+48621,2024-06-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.146,False,Shift handoff note referenced unusual noise near press enclosure.
+48622,2024-06-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.348,False,Maintenance crew confirmed lubrication interval was missed.
+48623,2024-06-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.594,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48624,2024-06-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.38,False,Pressure settled back to nominal after valve reseat.
+48625,2024-06-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Pressure settled back to nominal after valve reseat.
+48626,2024-06-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.316,False,Vibration harmonics broadened during extended production run.
+48627,2024-06-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.365,False,Humidity readings track seasonal rise across late spring.
+48628,2024-06-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.456,False,Machine throughput increase drove sustained pressure uplift.
+48629,2024-06-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Temperature variance narrowed after coolant nozzle cleaning.
+48630,2024-06-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Unbalanced load introduced cyclical pressure ripple.
+48631,2024-06-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.637,False,Anomaly review flagged possible bearing wear progression.
+48632,2024-06-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.831,False,Pressure settled back to nominal after valve reseat.
+48633,2024-06-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.463,False,Short-lived packet loss observed at edge gateway gw-02.
+48634,2024-06-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.623,False,Operator reported intermittent chatter on machine CNC-04.
+48635,2024-06-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.345,False,Vibration baseline recovered after tool holder replacement.
+48636,2024-06-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.579,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48637,2024-06-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Vibration burst exceeds envelope during tool change cycle.
+48638,2024-06-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.994,False,Packaging line stop reduced adjacent vibration background.
+48639,2024-06-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Humidity excursion near finishing booth during coating run.
+48640,2024-06-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.572,False,Shift handoff note referenced unusual noise near press enclosure.
+48641,2024-06-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.333,False,Humidity excursion near finishing booth during coating run.
+48642,2024-06-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.539,False,Vibration baseline recovered after tool holder replacement.
+48643,2024-06-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Condensation warning cleared after dehumidifier ramp-up.
+48644,2024-06-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.69,False,Telemetry quality flag downgraded during sensor self-test window.
+48645,2024-06-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48646,2024-06-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.596,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48647,2024-06-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.619,False,Vibration harmonics broadened during extended production run.
+48648,2024-06-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.451,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48649,2024-06-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.81,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48650,2024-06-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.952,False,Night shift startup produced higher than normal vibration floor.
+48651,2024-06-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.195,False,Press cycle dwell time lengthened during high-volume batch.
+48652,2024-06-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.346,False,Maintenance note logged for coupling imbalance inspection.
+48653,2024-06-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Short-lived packet loss observed at edge gateway gw-02.
+48654,2024-06-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.314,False,Transient outlier matched forklift impact near cabinet wall.
+48655,2024-06-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.239,False,Machine throughput increase drove sustained pressure uplift.
+48656,2024-06-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.2,False,Thermal overshoot event coincided with recipe change on furnace.
+48657,2024-06-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Quality hold reduced finishing booth activity for one shift.
+48658,2024-06-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.339,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48659,2024-06-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Short-lived packet loss observed at edge gateway gw-02.
+48660,2024-06-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.902,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48661,2024-06-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.469,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48662,2024-06-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48663,2024-06-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Condensation warning cleared after dehumidifier ramp-up.
+48664,2024-06-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.631,False,Air handler maintenance reduced humidity variance on finishing line.
+48665,2024-06-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.216,False,Sensor battery health remains nominal after firmware update.
+48666,2024-06-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.352,False,Sensor enclosure opened for manual calibration verification.
+48667,2024-06-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.055,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48668,2024-06-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.945,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48669,2024-06-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.997,False,Machine idle period extended during planned sanitation window.
+48670,2024-06-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48671,2024-06-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.384,False,Short-lived packet loss observed at edge gateway gw-02.
+48672,2024-06-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.438,False,Thermal overshoot event coincided with recipe change on furnace.
+48673,2024-06-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Telemetry quality flag downgraded during sensor self-test window.
+48674,2024-06-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.888,False,Thermal ramp exceeded expected warmup curve before shift start.
+48675,2024-06-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Hydraulic line pressure oscillation detected under load.
+48676,2024-06-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.783,False,Condensation warning cleared after dehumidifier ramp-up.
+48677,2024-06-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.268,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48678,2024-06-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.135,False,Dust extraction fan offline for 18 minutes on line finishing.
+48679,2024-06-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.608,False,Reliability engineer tagged sample window for model retraining.
+48680,2024-06-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.884,False,Temporary gateway failover completed without data loss.
+48681,2024-06-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Machine throughput increase drove sustained pressure uplift.
+48682,2024-06-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.593,False,Transient outlier matched forklift impact near cabinet wall.
+48683,2024-06-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.67,False,Temporary gateway failover completed without data loss.
+48684,2024-06-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.036,False,Humidity readings track seasonal rise across late spring.
+48685,2024-06-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Hydraulic line pressure oscillation detected under load.
+48686,2024-06-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.901,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48687,2024-06-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.619,False,Short-lived packet loss observed at edge gateway gw-02.
+48688,2024-06-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.764,False,Dust extraction fan offline for 18 minutes on line finishing.
+48689,2024-06-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Thermal ramp exceeded expected warmup curve before shift start.
+48690,2024-06-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.265,False,SCADA backfill inserted two delayed telemetry points.
+48691,2024-06-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.938,False,Supervisory alert generated after three consecutive threshold breaches.
+48692,2024-06-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.614,False,Edge collector replayed buffered events after network recovery.
+48693,2024-06-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.376,False,Machine throughput increase drove sustained pressure uplift.
+48694,2024-06-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.201,False,Vibration harmonics broadened during extended production run.
+48695,2024-06-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48696,2024-06-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.959,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48697,2024-06-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.983,False,Bearing temperature rising faster than baseline on spindle cell.
+48698,2024-06-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.641,False,Condensation warning cleared after dehumidifier ramp-up.
+48699,2024-06-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.473,False,Calibration check overdue by 11 days for press-line transducer.
+48700,2024-06-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.196,False,Edge collector replayed buffered events after network recovery.
+48701,2024-06-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.585,False,Calibration check overdue by 11 days for press-line transducer.
+48702,2024-06-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48703,2024-06-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.023,False,Pressure settled back to nominal after valve reseat.
+48704,2024-06-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.555,False,Packaging line stop reduced adjacent vibration background.
+48705,2024-06-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Supervisory alert generated after three consecutive threshold breaches.
+48706,2024-06-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.171,False,Humidity baseline improved after seal replacement.
+48707,2024-06-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.813,False,Sensor battery health remains nominal after firmware update.
+48708,2024-06-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.849,False,Machine idle period extended during planned sanitation window.
+48709,2024-06-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.403,False,Maintenance scheduler deferred calibration due to spare shortage.
+48710,2024-06-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.306,False,Temperature variance narrowed after coolant nozzle cleaning.
+48711,2024-06-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.084,False,Sensor signal clipping observed during startup surge.
+48712,2024-06-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.02,False,Maintenance scheduler deferred calibration due to spare shortage.
+48713,2024-06-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48714,2024-06-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.394,False,Hydraulic line pressure oscillation detected under load.
+48715,2024-06-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48716,2024-06-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.029,False,Vibration harmonics broadened during extended production run.
+48717,2024-06-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.368,False,SCADA backfill inserted two delayed telemetry points.
+48718,2024-06-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.205,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48719,2024-06-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.491,False,Sensor enclosure opened for manual calibration verification.
+48720,2024-06-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.904,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48721,2024-06-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Sensor signal clipping observed during startup surge.
+48722,2024-06-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.915,False,Humidity climbed during dock-door open period in afternoon shift.
+48723,2024-06-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.507,False,Packaging line stop reduced adjacent vibration background.
+48724,2024-06-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.988,False,Humidity readings track seasonal rise across late spring.
+48725,2024-06-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.969,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48726,2024-06-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.496,False,Machine idle period extended during planned sanitation window.
+48727,2024-06-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.517,False,Supervisory alert generated after three consecutive threshold breaches.
+48728,2024-06-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.242,False,Vibration harmonics broadened during extended production run.
+48729,2024-06-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.378,False,Pressure peak corresponds to oversized billet batch processing.
+48730,2024-06-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.992,False,Operator reset acknowledged after red-tag inspection.
+48731,2024-06-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.741,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48732,2024-06-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.238,False,Maintenance scheduler deferred calibration due to spare shortage.
+48733,2024-06-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Hydraulic line pressure oscillation detected under load.
+48734,2024-06-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.014,False,Machine throughput increase drove sustained pressure uplift.
+48735,2024-06-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Sensor heartbeat delayed by one interval after gateway retry.
+48736,2024-06-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.222,False,Press cycle dwell time lengthened during high-volume batch.
+48737,2024-06-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Edge collector replayed buffered events after network recovery.
+48738,2024-06-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.984,False,Air handler maintenance reduced humidity variance on finishing line.
+48739,2024-06-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.54,False,Thermal ramp exceeded expected warmup curve before shift start.
+48740,2024-06-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.068,False,Shift handoff note referenced unusual noise near press enclosure.
+48741,2024-06-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.726,False,Quality team requested trace review for lot 24-118B.
+48742,2024-06-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.465,False,Temperature variance narrowed after coolant nozzle cleaning.
+48743,2024-06-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.85,False,Machine throughput increase drove sustained pressure uplift.
+48744,2024-06-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.205,False,Sensor signal clipping observed during startup surge.
+48745,2024-06-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.16,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48746,2024-06-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.596,False,Quality team requested trace review for lot 24-118B.
+48747,2024-06-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Vibration baseline recovered after tool holder replacement.
+48748,2024-06-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.853,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48749,2024-06-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Transient outlier matched forklift impact near cabinet wall.
+48750,2024-06-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.19,False,SCADA backfill inserted two delayed telemetry points.
+48751,2024-06-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Calibration check overdue by 11 days for press-line transducer.
+48752,2024-06-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.131,False,Temperature remained elevated during unscheduled overtime run.
+48753,2024-06-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Unbalanced load introduced cyclical pressure ripple.
+48754,2024-06-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.173,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48755,2024-06-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Anomaly review flagged possible bearing wear progression.
+48756,2024-06-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.924,False,Coolant loop adjustment reduced chamber temperature spread.
+48757,2024-06-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.042,False,Sensor battery health remains nominal after firmware update.
+48758,2024-06-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.144,False,Edge collector replayed buffered events after network recovery.
+48759,2024-06-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.392,False,Pressure line purge completed before restart authorization.
+48760,2024-06-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.762,False,Temperature variance narrowed after coolant nozzle cleaning.
+48761,2024-06-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Operator reset acknowledged after red-tag inspection.
+48762,2024-06-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.191,False,Telemetry quality flag downgraded during sensor self-test window.
+48763,2024-06-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Vibration burst exceeds envelope during tool change cycle.
+48764,2024-06-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.231,False,Reliability engineer tagged sample window for model retraining.
+48765,2024-06-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.341,False,Anomaly review flagged possible bearing wear progression.
+48766,2024-06-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.19,False,Packaging line stop reduced adjacent vibration background.
+48767,2024-06-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Quality team requested trace review for lot 24-118B.
+48768,2024-06-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.463,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48769,2024-06-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.754,False,Humidity excursion near finishing booth during coating run.
+48770,2024-06-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.663,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48771,2024-06-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Maintenance note logged for coupling imbalance inspection.
+48772,2024-06-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.482,False,Temperature variance narrowed after coolant nozzle cleaning.
+48773,2024-06-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,SCADA backfill inserted two delayed telemetry points.
+48774,2024-06-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48775,2024-06-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.776,False,Bearing temperature rising faster than baseline on spindle cell.
+48776,2024-06-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.313,False,Vibration harmonics broadened during extended production run.
+48777,2024-06-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.018,False,Humidity readings track seasonal rise across late spring.
+48778,2024-06-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.483,False,Calibration check overdue by 11 days for press-line transducer.
+48779,2024-06-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Anomaly review flagged possible bearing wear progression.
+48780,2024-06-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.603,False,Shift handoff note referenced unusual noise near press enclosure.
+48781,2024-06-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48782,2024-06-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.463,False,Temperature variance narrowed after coolant nozzle cleaning.
+48783,2024-06-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48784,2024-06-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.375,False,Machine idle period extended during planned sanitation window.
+48785,2024-06-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48786,2024-06-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.124,False,Maintenance note logged for coupling imbalance inspection.
+48787,2024-06-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.755,False,Vibration baseline recovered after tool holder replacement.
+48788,2024-06-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.574,False,Temporary gateway failover completed without data loss.
+48789,2024-06-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Sensor battery health remains nominal after firmware update.
+48790,2024-06-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.238,False,Operator reset acknowledged after red-tag inspection.
+48791,2024-06-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.568,False,Coolant loop adjustment reduced chamber temperature spread.
+48792,2024-06-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.016,False,Vibration harmonics broadened during extended production run.
+48793,2024-06-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.619,False,Hydraulic line pressure oscillation detected under load.
+48794,2024-06-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.693,False,Supervisory alert generated after three consecutive threshold breaches.
+48795,2024-06-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Thermal overshoot event coincided with recipe change on furnace.
+48796,2024-06-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.471,False,Operator reset acknowledged after red-tag inspection.
+48797,2024-06-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.5,False,Maintenance scheduler deferred calibration due to spare shortage.
+48798,2024-06-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48799,2024-06-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,Temperature variance narrowed after coolant nozzle cleaning.
+48800,2024-06-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.879,False,Supervisory alert generated after three consecutive threshold breaches.
+48801,2024-06-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.697,False,Thermal ramp exceeded expected warmup curve before shift start.
+48802,2024-06-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.008,False,Maintenance scheduler deferred calibration due to spare shortage.
+48803,2024-06-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.684,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48804,2024-06-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.349,False,Sensor enclosure opened for manual calibration verification.
+48805,2024-06-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.336,False,Unbalanced load introduced cyclical pressure ripple.
+48806,2024-06-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.305,False,Machine idle period extended during planned sanitation window.
+48807,2024-06-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.901,False,SCADA backfill inserted two delayed telemetry points.
+48808,2024-06-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.61,False,Press cycle dwell time lengthened during high-volume batch.
+48809,2024-06-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Thermal overshoot event coincided with recipe change on furnace.
+48810,2024-06-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.262,False,Bearing temperature rising faster than baseline on spindle cell.
+48811,2024-06-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.808,False,Unbalanced load introduced cyclical pressure ripple.
+48812,2024-06-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.697,False,Dust extraction fan offline for 18 minutes on line finishing.
+48813,2024-06-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48814,2024-06-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.539,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48815,2024-06-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Humidity excursion near finishing booth during coating run.
+48816,2024-06-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.757,False,Anomaly review flagged possible bearing wear progression.
+48817,2024-06-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.31,False,Sensor battery health remains nominal after firmware update.
+48818,2024-06-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.128,False,Sensor heartbeat delayed by one interval after gateway retry.
+48819,2024-06-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Thermal overshoot event coincided with recipe change on furnace.
+48820,2024-06-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.899,False,Night shift startup produced higher than normal vibration floor.
+48821,2024-06-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.466,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48822,2024-06-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.456,False,Packaging line stop reduced adjacent vibration background.
+48823,2024-06-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.185,False,Sensor enclosure opened for manual calibration verification.
+48824,2024-06-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.873,False,Calibration check overdue by 11 days for press-line transducer.
+48825,2024-06-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.786,False,Vibration baseline recovered after tool holder replacement.
+48826,2024-06-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.897,False,Night shift startup produced higher than normal vibration floor.
+48827,2024-06-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Pressure line purge completed before restart authorization.
+48828,2024-06-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.994,False,Short-lived packet loss observed at edge gateway gw-02.
+48829,2024-06-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.247,False,Transient outlier matched forklift impact near cabinet wall.
+48830,2024-06-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.203,False,Machine idle period extended during planned sanitation window.
+48831,2024-06-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.565,False,Quality team requested trace review for lot 24-118B.
+48832,2024-06-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.468,False,Hydraulic line pressure oscillation detected under load.
+48833,2024-06-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Shift handoff note referenced unusual noise near press enclosure.
+48834,2024-06-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.762,False,Unbalanced load introduced cyclical pressure ripple.
+48835,2024-06-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Press cycle dwell time lengthened during high-volume batch.
+48836,2024-06-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.51,False,Warning threshold updated for pilot predictive-maintenance model.
+48837,2024-06-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Pressure settled back to nominal after valve reseat.
+48838,2024-06-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.06,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48839,2024-06-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.907,False,Dust extraction fan offline for 18 minutes on line finishing.
+48840,2024-06-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.044,False,Compressed air fluctuation introduced pressure noise for two cycles.
+48841,2024-06-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Edge collector replayed buffered events after network recovery.
+48842,2024-06-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.808,False,Humidity excursion near finishing booth during coating run.
+48843,2024-06-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.97,False,Bearing temperature rising faster than baseline on spindle cell.
+48844,2024-06-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.116,False,Thermal ramp exceeded expected warmup curve before shift start.
+48845,2024-06-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.372,False,Maintenance note logged for coupling imbalance inspection.
+48846,2024-06-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.72,False,Machine throughput increase drove sustained pressure uplift.
+48847,2024-06-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.307,False,Air handler maintenance reduced humidity variance on finishing line.
+48848,2024-06-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.884,False,Humidity baseline improved after seal replacement.
+48849,2024-06-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Temporary gateway failover completed without data loss.
+48850,2024-06-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.972,False,Operator reset acknowledged after red-tag inspection.
+48851,2024-06-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.611,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48852,2024-06-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.339,False,Vibration baseline recovered after tool holder replacement.
+48853,2024-06-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.534,False,Air handler maintenance reduced humidity variance on finishing line.
+48854,2024-06-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.589,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48855,2024-06-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.879,False,Warning threshold updated for pilot predictive-maintenance model.
+48856,2024-06-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.121,False,Air handler maintenance reduced humidity variance on finishing line.
+48857,2024-06-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.187,False,Bearing temperature rising faster than baseline on spindle cell.
+48858,2024-06-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.016,False,Packaging line stop reduced adjacent vibration background.
+48859,2024-06-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.422,False,Temperature remained elevated during unscheduled overtime run.
+48860,2024-06-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.375,False,Maintenance note logged for coupling imbalance inspection.
+48861,2024-06-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.377,False,Humidity climbed during dock-door open period in afternoon shift.
+48862,2024-06-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.959,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48863,2024-06-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Humidity baseline improved after seal replacement.
+48864,2024-06-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.412,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48865,2024-06-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Coolant loop adjustment reduced chamber temperature spread.
+48866,2024-06-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.785,False,Vibration baseline recovered after tool holder replacement.
+48867,2024-06-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.756,False,Pressure line purge completed before restart authorization.
+48868,2024-06-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.471,False,Machine throughput increase drove sustained pressure uplift.
+48869,2024-06-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.74,False,Thermal ramp exceeded expected warmup curve before shift start.
+48870,2024-06-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.505,False,Warning threshold updated for pilot predictive-maintenance model.
+48871,2024-06-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Calibration check overdue by 11 days for press-line transducer.
+48872,2024-06-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.322,False,Operator reported intermittent chatter on machine CNC-04.
+48873,2024-06-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Reliability engineer tagged sample window for model retraining.
+48874,2024-06-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48875,2024-06-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.928,False,Warning threshold updated for pilot predictive-maintenance model.
+48876,2024-06-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.186,False,Pressure line purge completed before restart authorization.
+48877,2024-06-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Condensation warning cleared after dehumidifier ramp-up.
+48878,2024-06-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.47,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48879,2024-06-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.186,False,Temporary gateway failover completed without data loss.
+48880,2024-06-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.315,False,Humidity excursion near finishing booth during coating run.
+48881,2024-06-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48882,2024-06-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48883,2024-06-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.116,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48884,2024-06-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.311,False,Short-lived packet loss observed at edge gateway gw-02.
+48885,2024-06-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Supervisory alert generated after three consecutive threshold breaches.
+48886,2024-06-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.026,False,Vibration harmonics broadened during extended production run.
+48887,2024-06-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.809,False,Bearing temperature rising faster than baseline on spindle cell.
+48888,2024-06-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.803,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48889,2024-06-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.897,False,Press cycle dwell time lengthened during high-volume batch.
+48890,2024-06-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.937,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48891,2024-06-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Pressure line purge completed before restart authorization.
+48892,2024-06-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.071,False,Machine throughput increase drove sustained pressure uplift.
+48893,2024-06-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48894,2024-06-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.673,False,Supervisory alert generated after three consecutive threshold breaches.
+48895,2024-06-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.953,False,Temperature variance narrowed after coolant nozzle cleaning.
+48896,2024-06-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.283,False,Sensor heartbeat delayed by one interval after gateway retry.
+48897,2024-06-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Air handler maintenance reduced humidity variance on finishing line.
+48898,2024-06-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.634,False,Air handler maintenance reduced humidity variance on finishing line.
+48899,2024-06-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.533,False,Machine throughput increase drove sustained pressure uplift.
+48900,2024-06-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.357,False,Vibration harmonics broadened during extended production run.
+48901,2024-06-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.273,False,Sensor battery health remains nominal after firmware update.
+48902,2024-06-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.986,False,Operator reported intermittent chatter on machine CNC-04.
+48903,2024-06-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Telemetry quality flag downgraded during sensor self-test window.
+48904,2024-06-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.78,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48905,2024-06-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.929,False,Anomaly review flagged possible bearing wear progression.
+48906,2024-06-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.509,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48907,2024-06-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.829,False,Shift handoff note referenced unusual noise near press enclosure.
+48908,2024-06-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.734,False,Maintenance crew confirmed lubrication interval was missed.
+48909,2024-06-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Temperature variance narrowed after coolant nozzle cleaning.
+48910,2024-06-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.637,False,Sensor heartbeat delayed by one interval after gateway retry.
+48911,2024-06-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.859,False,Pressure line purge completed before restart authorization.
+48912,2024-06-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.419,False,Sensor battery health remains nominal after firmware update.
+48913,2024-06-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Reliability engineer tagged sample window for model retraining.
+48914,2024-06-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.184,False,Calibration check overdue by 11 days for press-line transducer.
+48915,2024-06-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Humidity climbed during dock-door open period in afternoon shift.
+48916,2024-06-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.887,False,Supervisory alert generated after three consecutive threshold breaches.
+48917,2024-06-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Sensor signal clipping observed during startup surge.
+48918,2024-06-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.369,False,Humidity climbed during dock-door open period in afternoon shift.
+48919,2024-06-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48920,2024-06-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.689,False,Quality team requested trace review for lot 24-118B.
+48921,2024-06-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.715,False,Thermal overshoot event coincided with recipe change on furnace.
+48922,2024-06-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.334,False,Sensor heartbeat delayed by one interval after gateway retry.
+48923,2024-06-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Air handler maintenance reduced humidity variance on finishing line.
+48924,2024-06-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.825,False,Heat-treat furnace door cycling increased localized temperature spikes.
+48925,2024-06-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.535,False,Sensor 3 drift suspected after cross-check with manual gauge.
+48926,2024-06-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.74,False,Pressure peak corresponds to oversized billet batch processing.
+48927,2024-06-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.157,False,Machine throughput increase drove sustained pressure uplift.
+48928,2024-06-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Thermal overshoot event coincided with recipe change on furnace.
+48929,2024-06-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Quality team requested trace review for lot 24-118B.
+48930,2024-06-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.841,False,Quality hold reduced finishing booth activity for one shift.
+48931,2024-06-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,Humidity readings track seasonal rise across late spring.
+48932,2024-06-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.433,False,Sensor enclosure opened for manual calibration verification.
+48933,2024-06-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.192,False,Operator reset acknowledged after red-tag inspection.
+48934,2024-06-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.052,False,Vibration baseline recovered after tool holder replacement.
+48935,2024-06-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.323,False,Reliability engineer tagged sample window for model retraining.
+48936,2024-06-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.71,False,Packaging line stop reduced adjacent vibration background.
+48937,2024-06-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.46,False,Humidity readings track seasonal rise across late spring.
+48938,2024-06-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.68,False,Machine throughput increase drove sustained pressure uplift.
+48939,2024-06-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Night shift startup produced higher than normal vibration floor.
+48940,2024-06-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+48941,2024-06-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.472,False,Operator reported intermittent chatter on machine CNC-04.
+48942,2024-06-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.678,False,Maintenance crew confirmed lubrication interval was missed.
+48943,2024-06-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.15,False,Pressure line purge completed before restart authorization.
+48944,2024-06-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.334,False,Operator reset acknowledged after red-tag inspection.
+48945,2024-06-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.778,False,Temperature remained elevated during unscheduled overtime run.
+48946,2024-06-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.807,False,Vibration baseline recovered after tool holder replacement.
+48947,2024-06-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.392,False,Thermal overshoot event coincided with recipe change on furnace.
+48948,2024-06-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.654,False,Machine idle period extended during planned sanitation window.
+48949,2024-06-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Warning threshold updated for pilot predictive-maintenance model.
+48950,2024-06-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.263,False,Short-lived packet loss observed at edge gateway gw-02.
+48951,2024-06-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.006,False,Vibration harmonics broadened during extended production run.
+48952,2024-06-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.889,False,Bearing temperature rising faster than baseline on spindle cell.
+48953,2024-06-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.961,False,Night shift startup produced higher than normal vibration floor.
+48954,2024-06-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.853,False,Thermal overshoot event coincided with recipe change on furnace.
+48955,2024-06-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.552,False,Telemetry quality flag downgraded during sensor self-test window.
+48956,2024-06-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.426,False,Machine idle period extended during planned sanitation window.
+48957,2024-06-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.862,False,Operator reported intermittent chatter on machine CNC-04.
+48958,2024-06-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.963,False,Sensor enclosure opened for manual calibration verification.
+48959,2024-06-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Dust extraction fan offline for 18 minutes on line finishing.
+48960,2024-06-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.287,False,Night shift startup produced higher than normal vibration floor.
+48961,2024-06-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.475,False,Machine idle period extended during planned sanitation window.
+48962,2024-06-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.303,False,Sensor heartbeat delayed by one interval after gateway retry.
+48963,2024-06-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.017,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48964,2024-06-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.185,False,Edge collector replayed buffered events after network recovery.
+48965,2024-06-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.766,False,Humidity excursion near finishing booth during coating run.
+48966,2024-06-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.813,False,Thermal ramp exceeded expected warmup curve before shift start.
+48967,2024-06-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.74,False,Sensor heartbeat delayed by one interval after gateway retry.
+48968,2024-06-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.144,False,Calibration check overdue by 11 days for press-line transducer.
+48969,2024-06-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.084,False,Pressure peak corresponds to oversized billet batch processing.
+48970,2024-06-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.99,False,Pressure line purge completed before restart authorization.
+48971,2024-06-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.437,False,Thermal ramp exceeded expected warmup curve before shift start.
+48972,2024-06-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.448,False,Night shift startup produced higher than normal vibration floor.
+48973,2024-06-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Vibration burst exceeds envelope during tool change cycle.
+48974,2024-06-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.516,False,Dust extraction fan offline for 18 minutes on line finishing.
+48975,2024-06-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Condensation warning cleared after dehumidifier ramp-up.
+48976,2024-06-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.431,False,Packaging line stop reduced adjacent vibration background.
+48977,2024-06-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.554,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+48978,2024-06-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.784,False,Humidity readings track seasonal rise across late spring.
+48979,2024-06-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.667,False,Temporary gateway failover completed without data loss.
+48980,2024-06-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Dust extraction fan offline for 18 minutes on line finishing.
+48981,2024-06-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Operator reported intermittent chatter on machine CNC-04.
+48982,2024-06-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.837,False,Operator reported intermittent chatter on machine CNC-04.
+48983,2024-06-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.363,False,Humidity baseline improved after seal replacement.
+48984,2024-06-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.11,False,Maintenance crew confirmed lubrication interval was missed.
+48985,2024-06-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Humidity readings track seasonal rise across late spring.
+48986,2024-06-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.98,False,Hydraulic line pressure oscillation detected under load.
+48987,2024-06-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.943,False,Night shift startup produced higher than normal vibration floor.
+48988,2024-06-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.938,False,Ambient temperature stabilized after HVAC stage-two engagement.
+48989,2024-06-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.044,False,Temperature variance narrowed after coolant nozzle cleaning.
+48990,2024-06-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.273,False,Machine idle period extended during planned sanitation window.
+48991,2024-06-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.782,False,Air handler maintenance reduced humidity variance on finishing line.
+48992,2024-06-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.887,False,Operator reported intermittent chatter on machine CNC-04.
+48993,2024-06-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.855,False,Machine idle period extended during planned sanitation window.
+48994,2024-06-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.06,False,Temporary gateway failover completed without data loss.
+48995,2024-06-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+48996,2024-06-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.273,False,Transient outlier matched forklift impact near cabinet wall.
+48997,2024-06-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.721,False,Maintenance note logged for coupling imbalance inspection.
+48998,2024-06-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.587,False,Supervisory alert generated after three consecutive threshold breaches.
+48999,2024-06-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.675,False,Unbalanced load introduced cyclical pressure ripple.
+49000,2024-06-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.701,False,Maintenance scheduler deferred calibration due to spare shortage.
+49001,2024-06-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.115,False,Vibration burst exceeds envelope during tool change cycle.
+49002,2024-06-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.777,False,Maintenance crew confirmed lubrication interval was missed.
+49003,2024-06-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.882,False,Supervisory alert generated after three consecutive threshold breaches.
+49004,2024-06-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.565,False,Quality hold reduced finishing booth activity for one shift.
+49005,2024-06-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.224,False,Sensor battery health remains nominal after firmware update.
+49006,2024-06-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.29,False,Sensor battery health remains nominal after firmware update.
+49007,2024-06-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.542,False,Temporary gateway failover completed without data loss.
+49008,2024-06-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.617,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49009,2024-06-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Coolant loop adjustment reduced chamber temperature spread.
+49010,2024-06-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Telemetry quality flag downgraded during sensor self-test window.
+49011,2024-06-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.408,False,Operator reported intermittent chatter on machine CNC-04.
+49012,2024-06-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.846,False,Pressure peak corresponds to oversized billet batch processing.
+49013,2024-06-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.328,False,Transient outlier matched forklift impact near cabinet wall.
+49014,2024-06-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.688,False,Vibration baseline recovered after tool holder replacement.
+49015,2024-06-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.516,False,Bearing temperature rising faster than baseline on spindle cell.
+49016,2024-06-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.034,False,Unbalanced load introduced cyclical pressure ripple.
+49017,2024-06-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.354,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49018,2024-06-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.981,False,Supervisory alert generated after three consecutive threshold breaches.
+49019,2024-06-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.185,False,Vibration harmonics broadened during extended production run.
+49020,2024-06-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.827,False,Short-lived packet loss observed at edge gateway gw-02.
+49021,2024-06-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.816,False,Humidity baseline improved after seal replacement.
+49022,2024-06-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.529,False,Coolant loop adjustment reduced chamber temperature spread.
+49023,2024-06-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Bearing temperature rising faster than baseline on spindle cell.
+49024,2024-06-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.348,False,Operator reported intermittent chatter on machine CNC-04.
+49025,2024-06-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.201,False,Thermal overshoot event coincided with recipe change on furnace.
+49026,2024-06-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.68,False,Condensation warning cleared after dehumidifier ramp-up.
+49027,2024-06-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.51,False,Machine throughput increase drove sustained pressure uplift.
+49028,2024-06-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.979,False,Transient outlier matched forklift impact near cabinet wall.
+49029,2024-06-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Quality team requested trace review for lot 24-118B.
+49030,2024-06-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.503,False,Unbalanced load introduced cyclical pressure ripple.
+49031,2024-06-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.657,False,Bearing temperature rising faster than baseline on spindle cell.
+49032,2024-06-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.139,False,Sensor battery health remains nominal after firmware update.
+49033,2024-06-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.695,False,Condensation warning cleared after dehumidifier ramp-up.
+49034,2024-06-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.649,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49035,2024-06-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Telemetry quality flag downgraded during sensor self-test window.
+49036,2024-06-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.791,False,Sensor enclosure opened for manual calibration verification.
+49037,2024-06-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.512,False,Sensor heartbeat delayed by one interval after gateway retry.
+49038,2024-06-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.41,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49039,2024-06-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49040,2024-06-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.611,False,Bearing temperature rising faster than baseline on spindle cell.
+49041,2024-06-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49042,2024-06-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.102,False,Coolant loop adjustment reduced chamber temperature spread.
+49043,2024-06-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.64,False,Thermal ramp exceeded expected warmup curve before shift start.
+49044,2024-06-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.973,False,Bearing temperature rising faster than baseline on spindle cell.
+49045,2024-06-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Humidity baseline improved after seal replacement.
+49046,2024-06-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.847,False,Thermal overshoot event coincided with recipe change on furnace.
+49047,2024-06-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor battery health remains nominal after firmware update.
+49048,2024-06-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.945,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49049,2024-06-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Maintenance crew confirmed lubrication interval was missed.
+49050,2024-06-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.596,False,Packaging line stop reduced adjacent vibration background.
+49051,2024-06-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.047,False,Temperature remained elevated during unscheduled overtime run.
+49052,2024-06-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.537,False,Condensation warning cleared after dehumidifier ramp-up.
+49053,2024-06-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.69,False,Operator reported intermittent chatter on machine CNC-04.
+49054,2024-06-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.839,False,Operator reported intermittent chatter on machine CNC-04.
+49055,2024-06-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.671,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49056,2024-06-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.414,False,Humidity excursion near finishing booth during coating run.
+49057,2024-06-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Transient outlier matched forklift impact near cabinet wall.
+49058,2024-06-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.274,False,Anomaly review flagged possible bearing wear progression.
+49059,2024-06-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Warning threshold updated for pilot predictive-maintenance model.
+49060,2024-06-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.249,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49061,2024-06-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.851,False,Quality hold reduced finishing booth activity for one shift.
+49062,2024-06-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.494,False,Temperature variance narrowed after coolant nozzle cleaning.
+49063,2024-06-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.223,False,Machine throughput increase drove sustained pressure uplift.
+49064,2024-06-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.464,False,Thermal overshoot event coincided with recipe change on furnace.
+49065,2024-06-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.479,False,Telemetry quality flag downgraded during sensor self-test window.
+49066,2024-06-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.116,False,Thermal overshoot event coincided with recipe change on furnace.
+49067,2024-06-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.857,False,Night shift startup produced higher than normal vibration floor.
+49068,2024-06-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.546,False,Pressure settled back to nominal after valve reseat.
+49069,2024-06-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.164,False,Vibration burst exceeds envelope during tool change cycle.
+49070,2024-06-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.635,False,Sensor enclosure opened for manual calibration verification.
+49071,2024-06-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Telemetry quality flag downgraded during sensor self-test window.
+49072,2024-06-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.445,False,Anomaly review flagged possible bearing wear progression.
+49073,2024-06-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.407,False,Dust extraction fan offline for 18 minutes on line finishing.
+49074,2024-06-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.111,False,Air handler maintenance reduced humidity variance on finishing line.
+49075,2024-06-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Reliability engineer tagged sample window for model retraining.
+49076,2024-06-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.179,False,Vibration baseline recovered after tool holder replacement.
+49077,2024-06-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.946,False,Humidity readings track seasonal rise across late spring.
+49078,2024-06-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.712,False,SCADA backfill inserted two delayed telemetry points.
+49079,2024-06-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Night shift startup produced higher than normal vibration floor.
+49080,2024-06-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.427,False,Pressure peak corresponds to oversized billet batch processing.
+49081,2024-06-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,Humidity baseline improved after seal replacement.
+49082,2024-06-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.238,False,Sensor enclosure opened for manual calibration verification.
+49083,2024-06-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.444,False,Air handler maintenance reduced humidity variance on finishing line.
+49084,2024-06-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.234,False,Sensor battery health remains nominal after firmware update.
+49085,2024-06-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.319,False,Maintenance crew confirmed lubrication interval was missed.
+49086,2024-06-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.992,False,Quality team requested trace review for lot 24-118B.
+49087,2024-06-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.741,False,Thermal overshoot event coincided with recipe change on furnace.
+49088,2024-06-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.601,False,Operator reported intermittent chatter on machine CNC-04.
+49089,2024-06-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.683,False,Thermal ramp exceeded expected warmup curve before shift start.
+49090,2024-06-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.414,False,Reliability engineer tagged sample window for model retraining.
+49091,2024-06-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.269,False,Dust extraction fan offline for 18 minutes on line finishing.
+49092,2024-06-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.706,False,Sensor signal clipping observed during startup surge.
+49093,2024-06-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.889,False,Dust extraction fan offline for 18 minutes on line finishing.
+49094,2024-06-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.975,False,Temperature variance narrowed after coolant nozzle cleaning.
+49095,2024-06-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.096,False,SCADA backfill inserted two delayed telemetry points.
+49096,2024-06-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.799,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49097,2024-06-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.136,False,Humidity excursion near finishing booth during coating run.
+49098,2024-06-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.488,False,Sensor signal clipping observed during startup surge.
+49099,2024-06-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.285,False,Sensor heartbeat delayed by one interval after gateway retry.
+49100,2024-06-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.414,False,Transient outlier matched forklift impact near cabinet wall.
+49101,2024-06-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.593,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49102,2024-06-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.499,False,Reliability engineer tagged sample window for model retraining.
+49103,2024-06-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Vibration harmonics broadened during extended production run.
+49104,2024-06-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.482,False,Temperature variance narrowed after coolant nozzle cleaning.
+49105,2024-06-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.783,False,Warning threshold updated for pilot predictive-maintenance model.
+49106,2024-06-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.467,False,Vibration baseline recovered after tool holder replacement.
+49107,2024-06-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.16,False,Vibration burst exceeds envelope during tool change cycle.
+49108,2024-06-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.388,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49109,2024-06-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Pressure peak corresponds to oversized billet batch processing.
+49110,2024-06-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.221,False,Vibration baseline recovered after tool holder replacement.
+49111,2024-06-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Hydraulic line pressure oscillation detected under load.
+49112,2024-06-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.062,False,Operator reported intermittent chatter on machine CNC-04.
+49113,2024-06-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49114,2024-06-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49115,2024-06-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Condensation warning cleared after dehumidifier ramp-up.
+49116,2024-06-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.686,False,Vibration burst exceeds envelope during tool change cycle.
+49117,2024-06-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Telemetry quality flag downgraded during sensor self-test window.
+49118,2024-06-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.549,False,Quality hold reduced finishing booth activity for one shift.
+49119,2024-06-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.548,False,Quality team requested trace review for lot 24-118B.
+49120,2024-06-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.157,False,Quality hold reduced finishing booth activity for one shift.
+49121,2024-06-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.753,False,Anomaly review flagged possible bearing wear progression.
+49122,2024-06-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.008,False,Unbalanced load introduced cyclical pressure ripple.
+49123,2024-06-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.512,False,Thermal ramp exceeded expected warmup curve before shift start.
+49124,2024-06-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.421,False,Supervisory alert generated after three consecutive threshold breaches.
+49125,2024-06-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Sensor battery health remains nominal after firmware update.
+49126,2024-06-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.247,False,Quality team requested trace review for lot 24-118B.
+49127,2024-06-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.074,False,Thermal overshoot event coincided with recipe change on furnace.
+49128,2024-06-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.456,False,Telemetry quality flag downgraded during sensor self-test window.
+49129,2024-06-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Maintenance crew confirmed lubrication interval was missed.
+49130,2024-06-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.613,False,Temporary gateway failover completed without data loss.
+49131,2024-06-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Operator reported intermittent chatter on machine CNC-04.
+49132,2024-06-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.326,False,Condensation warning cleared after dehumidifier ramp-up.
+49133,2024-06-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Humidity excursion near finishing booth during coating run.
+49134,2024-06-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.49,False,Machine idle period extended during planned sanitation window.
+49135,2024-06-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.492,False,Packaging line stop reduced adjacent vibration background.
+49136,2024-06-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.35,False,Calibration check overdue by 11 days for press-line transducer.
+49137,2024-06-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.111,False,Machine throughput increase drove sustained pressure uplift.
+49138,2024-06-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.775,False,Press cycle dwell time lengthened during high-volume batch.
+49139,2024-06-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Supervisory alert generated after three consecutive threshold breaches.
+49140,2024-06-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.371,False,Humidity readings track seasonal rise across late spring.
+49141,2024-06-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49142,2024-06-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.069,False,Coolant loop adjustment reduced chamber temperature spread.
+49143,2024-06-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49144,2024-06-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.995,False,Anomaly review flagged possible bearing wear progression.
+49145,2024-06-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.622,False,Maintenance crew confirmed lubrication interval was missed.
+49146,2024-06-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.095,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49147,2024-06-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.76,False,Humidity climbed during dock-door open period in afternoon shift.
+49148,2024-06-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.436,False,Temporary gateway failover completed without data loss.
+49149,2024-06-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Vibration harmonics broadened during extended production run.
+49150,2024-06-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.505,False,Machine idle period extended during planned sanitation window.
+49151,2024-06-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.148,False,Press cycle dwell time lengthened during high-volume batch.
+49152,2024-06-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.023,False,Humidity readings track seasonal rise across late spring.
+49153,2024-06-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Packaging line stop reduced adjacent vibration background.
+49154,2024-06-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.251,False,Vibration harmonics broadened during extended production run.
+49155,2024-06-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Vibration burst exceeds envelope during tool change cycle.
+49156,2024-06-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.474,False,Pressure line purge completed before restart authorization.
+49157,2024-06-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Hydraulic line pressure oscillation detected under load.
+49158,2024-06-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.852,False,Vibration burst exceeds envelope during tool change cycle.
+49159,2024-06-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.817,False,Vibration burst exceeds envelope during tool change cycle.
+49160,2024-06-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.878,False,Reliability engineer tagged sample window for model retraining.
+49161,2024-06-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Quality hold reduced finishing booth activity for one shift.
+49162,2024-06-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.791,False,Pressure line purge completed before restart authorization.
+49163,2024-06-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.962,False,Calibration check overdue by 11 days for press-line transducer.
+49164,2024-06-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.869,False,Maintenance scheduler deferred calibration due to spare shortage.
+49165,2024-06-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.86,False,Dust extraction fan offline for 18 minutes on line finishing.
+49166,2024-06-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.411,False,Edge collector replayed buffered events after network recovery.
+49167,2024-06-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.615,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49168,2024-06-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.809,False,Humidity readings track seasonal rise across late spring.
+49169,2024-06-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Humidity excursion near finishing booth during coating run.
+49170,2024-06-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.763,False,Humidity readings track seasonal rise across late spring.
+49171,2024-06-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49172,2024-06-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.906,False,SCADA backfill inserted two delayed telemetry points.
+49173,2024-06-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Reliability engineer tagged sample window for model retraining.
+49174,2024-06-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.58,False,Humidity readings track seasonal rise across late spring.
+49175,2024-06-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Anomaly review flagged possible bearing wear progression.
+49176,2024-06-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.255,False,Press cycle dwell time lengthened during high-volume batch.
+49177,2024-06-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.153,False,Quality team requested trace review for lot 24-118B.
+49178,2024-06-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.855,False,Pressure line purge completed before restart authorization.
+49179,2024-06-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.846,False,Machine throughput increase drove sustained pressure uplift.
+49180,2024-06-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.954,False,Maintenance scheduler deferred calibration due to spare shortage.
+49181,2024-06-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Quality hold reduced finishing booth activity for one shift.
+49182,2024-06-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.03,False,Press cycle dwell time lengthened during high-volume batch.
+49183,2024-06-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.161,False,Vibration harmonics broadened during extended production run.
+49184,2024-06-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.986,False,Temporary gateway failover completed without data loss.
+49185,2024-06-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.891,False,Vibration baseline recovered after tool holder replacement.
+49186,2024-06-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.065,False,Pressure peak corresponds to oversized billet batch processing.
+49187,2024-06-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.543,False,Maintenance crew confirmed lubrication interval was missed.
+49188,2024-06-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.435,False,Sensor battery health remains nominal after firmware update.
+49189,2024-06-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.684,False,Vibration burst exceeds envelope during tool change cycle.
+49190,2024-06-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.028,False,Sensor battery health remains nominal after firmware update.
+49191,2024-06-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.624,False,Sensor enclosure opened for manual calibration verification.
+49192,2024-06-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.546,False,Anomaly review flagged possible bearing wear progression.
+49193,2024-06-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.465,False,Unbalanced load introduced cyclical pressure ripple.
+49194,2024-06-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.617,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49195,2024-06-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.114,False,Thermal ramp exceeded expected warmup curve before shift start.
+49196,2024-06-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.658,False,Warning threshold updated for pilot predictive-maintenance model.
+49197,2024-06-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Sensor battery health remains nominal after firmware update.
+49198,2024-06-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.048,False,Dust extraction fan offline for 18 minutes on line finishing.
+49199,2024-06-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.374,False,Maintenance scheduler deferred calibration due to spare shortage.
+49200,2024-06-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.037,False,Night shift startup produced higher than normal vibration floor.
+49201,2024-06-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.887,False,Sensor battery health remains nominal after firmware update.
+49202,2024-06-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.472,False,Transient outlier matched forklift impact near cabinet wall.
+49203,2024-06-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.661,False,Sensor battery health remains nominal after firmware update.
+49204,2024-06-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.262,False,Transient outlier matched forklift impact near cabinet wall.
+49205,2024-06-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Sensor battery health remains nominal after firmware update.
+49206,2024-06-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.569,False,Pressure settled back to nominal after valve reseat.
+49207,2024-06-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,SCADA backfill inserted two delayed telemetry points.
+49208,2024-06-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.918,False,Coolant loop adjustment reduced chamber temperature spread.
+49209,2024-06-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Maintenance crew confirmed lubrication interval was missed.
+49210,2024-06-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.629,False,Quality hold reduced finishing booth activity for one shift.
+49211,2024-06-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.284,False,Operator reported intermittent chatter on machine CNC-04.
+49212,2024-06-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.105,False,Sensor signal clipping observed during startup surge.
+49213,2024-06-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.863,False,Anomaly review flagged possible bearing wear progression.
+49214,2024-06-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.255,False,Warning threshold updated for pilot predictive-maintenance model.
+49215,2024-06-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.568,False,Humidity excursion near finishing booth during coating run.
+49216,2024-06-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.417,False,Vibration baseline recovered after tool holder replacement.
+49217,2024-06-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.043,False,Thermal ramp exceeded expected warmup curve before shift start.
+49218,2024-06-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.385,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49219,2024-06-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.159,False,Short-lived packet loss observed at edge gateway gw-02.
+49220,2024-06-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.802,False,Humidity readings track seasonal rise across late spring.
+49221,2024-06-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.505,False,Machine idle period extended during planned sanitation window.
+49222,2024-06-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.644,False,Packaging line stop reduced adjacent vibration background.
+49223,2024-06-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Supervisory alert generated after three consecutive threshold breaches.
+49224,2024-06-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.05,False,Maintenance crew confirmed lubrication interval was missed.
+49225,2024-06-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.261,False,Temperature variance narrowed after coolant nozzle cleaning.
+49226,2024-06-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.312,False,Coolant loop adjustment reduced chamber temperature spread.
+49227,2024-06-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.8,False,Warning threshold updated for pilot predictive-maintenance model.
+49228,2024-06-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.421,False,Temporary gateway failover completed without data loss.
+49229,2024-06-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Hydraulic line pressure oscillation detected under load.
+49230,2024-06-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.587,False,Bearing temperature rising faster than baseline on spindle cell.
+49231,2024-06-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.874,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49232,2024-06-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Maintenance note logged for coupling imbalance inspection.
+49233,2024-06-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Pressure line purge completed before restart authorization.
+49234,2024-06-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.269,False,Hydraulic line pressure oscillation detected under load.
+49235,2024-06-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.772,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49236,2024-06-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.646,False,Edge collector replayed buffered events after network recovery.
+49237,2024-06-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.748,False,Humidity climbed during dock-door open period in afternoon shift.
+49238,2024-06-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.854,False,Temporary gateway failover completed without data loss.
+49239,2024-06-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.42,False,Unbalanced load introduced cyclical pressure ripple.
+49240,2024-06-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.026,False,Telemetry quality flag downgraded during sensor self-test window.
+49241,2024-06-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Maintenance note logged for coupling imbalance inspection.
+49242,2024-06-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.018,False,Vibration baseline recovered after tool holder replacement.
+49243,2024-06-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.868,False,Supervisory alert generated after three consecutive threshold breaches.
+49244,2024-06-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.619,False,Calibration check overdue by 11 days for press-line transducer.
+49245,2024-06-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.879,False,Anomaly review flagged possible bearing wear progression.
+49246,2024-06-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.08,False,Humidity readings track seasonal rise across late spring.
+49247,2024-06-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.496,False,Thermal overshoot event coincided with recipe change on furnace.
+49248,2024-06-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.296,False,Transient outlier matched forklift impact near cabinet wall.
+49249,2024-06-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49250,2024-06-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.591,False,Transient outlier matched forklift impact near cabinet wall.
+49251,2024-06-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Quality hold reduced finishing booth activity for one shift.
+49252,2024-06-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.946,False,Shift handoff note referenced unusual noise near press enclosure.
+49253,2024-06-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Air handler maintenance reduced humidity variance on finishing line.
+49254,2024-06-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.453,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49255,2024-06-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.928,False,Operator reset acknowledged after red-tag inspection.
+49256,2024-06-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.943,False,Pressure line purge completed before restart authorization.
+49257,2024-06-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.572,False,Packaging line stop reduced adjacent vibration background.
+49258,2024-06-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.262,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49259,2024-06-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.419,False,Pressure line purge completed before restart authorization.
+49260,2024-06-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.489,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49261,2024-06-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Quality hold reduced finishing booth activity for one shift.
+49262,2024-06-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.983,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49263,2024-06-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.656,False,Machine idle period extended during planned sanitation window.
+49264,2024-06-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.804,False,Warning threshold updated for pilot predictive-maintenance model.
+49265,2024-06-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.534,False,Shift handoff note referenced unusual noise near press enclosure.
+49266,2024-06-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.262,False,Bearing temperature rising faster than baseline on spindle cell.
+49267,2024-06-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Temporary gateway failover completed without data loss.
+49268,2024-06-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.304,False,Humidity baseline improved after seal replacement.
+49269,2024-06-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.834,False,Anomaly review flagged possible bearing wear progression.
+49270,2024-06-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.887,False,Pressure settled back to nominal after valve reseat.
+49271,2024-06-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.478,False,Maintenance crew confirmed lubrication interval was missed.
+49272,2024-06-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.962,False,Humidity climbed during dock-door open period in afternoon shift.
+49273,2024-06-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Short-lived packet loss observed at edge gateway gw-02.
+49274,2024-06-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.047,False,Pressure line purge completed before restart authorization.
+49275,2024-06-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Operator reported intermittent chatter on machine CNC-04.
+49276,2024-06-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Thermal overshoot event coincided with recipe change on furnace.
+49277,2024-06-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Quality hold reduced finishing booth activity for one shift.
+49278,2024-06-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.841,False,Anomaly review flagged possible bearing wear progression.
+49279,2024-06-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Supervisory alert generated after three consecutive threshold breaches.
+49280,2024-06-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.64,False,Temporary gateway failover completed without data loss.
+49281,2024-06-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Anomaly review flagged possible bearing wear progression.
+49282,2024-06-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.645,False,Supervisory alert generated after three consecutive threshold breaches.
+49283,2024-06-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.595,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49284,2024-06-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.379,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49285,2024-06-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.238,False,Vibration baseline recovered after tool holder replacement.
+49286,2024-06-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49287,2024-06-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.946,False,Coolant loop adjustment reduced chamber temperature spread.
+49288,2024-06-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.496,False,Temperature remained elevated during unscheduled overtime run.
+49289,2024-06-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49290,2024-06-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.721,False,Operator reported intermittent chatter on machine CNC-04.
+49291,2024-06-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.645,False,Vibration burst exceeds envelope during tool change cycle.
+49292,2024-06-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.618,False,Air handler maintenance reduced humidity variance on finishing line.
+49293,2024-06-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.321,False,Vibration harmonics broadened during extended production run.
+49294,2024-06-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.016,False,Vibration baseline recovered after tool holder replacement.
+49295,2024-06-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.002,False,Quality hold reduced finishing booth activity for one shift.
+49296,2024-06-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.627,False,Shift handoff note referenced unusual noise near press enclosure.
+49297,2024-06-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Dust extraction fan offline for 18 minutes on line finishing.
+49298,2024-06-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.096,False,Pressure peak corresponds to oversized billet batch processing.
+49299,2024-06-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.321,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49300,2024-06-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.442,False,Humidity excursion near finishing booth during coating run.
+49301,2024-06-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Sensor enclosure opened for manual calibration verification.
+49302,2024-06-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.678,False,Dust extraction fan offline for 18 minutes on line finishing.
+49303,2024-06-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.83,False,Quality hold reduced finishing booth activity for one shift.
+49304,2024-06-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.0,False,Condensation warning cleared after dehumidifier ramp-up.
+49305,2024-06-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.761,False,Sensor battery health remains nominal after firmware update.
+49306,2024-06-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.367,False,Operator reported intermittent chatter on machine CNC-04.
+49307,2024-06-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.015,False,Shift handoff note referenced unusual noise near press enclosure.
+49308,2024-06-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.157,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49309,2024-06-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Unbalanced load introduced cyclical pressure ripple.
+49310,2024-06-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49311,2024-06-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.465,False,Bearing temperature rising faster than baseline on spindle cell.
+49312,2024-06-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.692,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49313,2024-06-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49314,2024-06-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.895,False,Pressure settled back to nominal after valve reseat.
+49315,2024-06-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.514,False,Quality hold reduced finishing booth activity for one shift.
+49316,2024-06-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.607,False,Vibration burst exceeds envelope during tool change cycle.
+49317,2024-06-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.707,False,Supervisory alert generated after three consecutive threshold breaches.
+49318,2024-06-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.346,False,Temperature variance narrowed after coolant nozzle cleaning.
+49319,2024-06-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.515,False,Humidity excursion near finishing booth during coating run.
+49320,2024-06-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.61,False,Quality hold reduced finishing booth activity for one shift.
+49321,2024-06-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Pressure peak corresponds to oversized billet batch processing.
+49322,2024-06-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.51,False,Press cycle dwell time lengthened during high-volume batch.
+49323,2024-06-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.558,False,Shift handoff note referenced unusual noise near press enclosure.
+49324,2024-06-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.777,False,SCADA backfill inserted two delayed telemetry points.
+49325,2024-06-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.017,False,Operator reported intermittent chatter on machine CNC-04.
+49326,2024-06-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.67,False,Telemetry quality flag downgraded during sensor self-test window.
+49327,2024-06-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.127,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49328,2024-06-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49329,2024-06-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Pressure peak corresponds to oversized billet batch processing.
+49330,2024-06-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.197,False,Warning threshold updated for pilot predictive-maintenance model.
+49331,2024-06-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.193,False,Calibration check overdue by 11 days for press-line transducer.
+49332,2024-06-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.596,False,Anomaly review flagged possible bearing wear progression.
+49333,2024-06-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.659,False,Transient outlier matched forklift impact near cabinet wall.
+49334,2024-06-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.264,False,Night shift startup produced higher than normal vibration floor.
+49335,2024-06-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.632,False,Pressure settled back to nominal after valve reseat.
+49336,2024-06-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.26,False,Humidity baseline improved after seal replacement.
+49337,2024-06-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Sensor enclosure opened for manual calibration verification.
+49338,2024-06-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.766,False,Vibration harmonics broadened during extended production run.
+49339,2024-06-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.703,False,Vibration burst exceeds envelope during tool change cycle.
+49340,2024-06-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.4,False,Dust extraction fan offline for 18 minutes on line finishing.
+49341,2024-06-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Unbalanced load introduced cyclical pressure ripple.
+49342,2024-06-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.866,False,Operator reported intermittent chatter on machine CNC-04.
+49343,2024-06-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.067,False,Operator reported intermittent chatter on machine CNC-04.
+49344,2024-06-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.142,False,Night shift startup produced higher than normal vibration floor.
+49345,2024-06-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Operator reported intermittent chatter on machine CNC-04.
+49346,2024-06-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.538,False,Transient outlier matched forklift impact near cabinet wall.
+49347,2024-06-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Short-lived packet loss observed at edge gateway gw-02.
+49348,2024-06-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.58,False,Temperature remained elevated during unscheduled overtime run.
+49349,2024-06-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.115,False,Air handler maintenance reduced humidity variance on finishing line.
+49350,2024-06-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.975,False,Pressure line purge completed before restart authorization.
+49351,2024-06-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Telemetry quality flag downgraded during sensor self-test window.
+49352,2024-06-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.303,False,Operator reset acknowledged after red-tag inspection.
+49353,2024-06-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49354,2024-06-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.459,False,Operator reported intermittent chatter on machine CNC-04.
+49355,2024-06-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.402,False,Short-lived packet loss observed at edge gateway gw-02.
+49356,2024-06-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.9,False,Night shift startup produced higher than normal vibration floor.
+49357,2024-06-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.091,False,Calibration check overdue by 11 days for press-line transducer.
+49358,2024-06-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.208,False,Air handler maintenance reduced humidity variance on finishing line.
+49359,2024-06-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.236,False,Air handler maintenance reduced humidity variance on finishing line.
+49360,2024-06-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.028,False,Pressure settled back to nominal after valve reseat.
+49361,2024-06-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.463,False,Maintenance crew confirmed lubrication interval was missed.
+49362,2024-06-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.385,False,Telemetry quality flag downgraded during sensor self-test window.
+49363,2024-06-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.262,False,Quality team requested trace review for lot 24-118B.
+49364,2024-06-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.379,False,Packaging line stop reduced adjacent vibration background.
+49365,2024-06-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.525,False,Pressure settled back to nominal after valve reseat.
+49366,2024-06-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.603,False,Press cycle dwell time lengthened during high-volume batch.
+49367,2024-06-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.952,False,Packaging line stop reduced adjacent vibration background.
+49368,2024-06-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.649,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49369,2024-06-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49370,2024-06-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.118,False,Thermal ramp exceeded expected warmup curve before shift start.
+49371,2024-06-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Machine throughput increase drove sustained pressure uplift.
+49372,2024-06-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.241,False,Temperature variance narrowed after coolant nozzle cleaning.
+49373,2024-06-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49374,2024-06-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.909,False,Humidity baseline improved after seal replacement.
+49375,2024-06-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.537,False,Humidity baseline improved after seal replacement.
+49376,2024-06-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.061,False,Coolant loop adjustment reduced chamber temperature spread.
+49377,2024-06-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.831,False,Humidity climbed during dock-door open period in afternoon shift.
+49378,2024-06-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.954,False,Quality hold reduced finishing booth activity for one shift.
+49379,2024-06-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49380,2024-06-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.206,False,Thermal overshoot event coincided with recipe change on furnace.
+49381,2024-06-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Transient outlier matched forklift impact near cabinet wall.
+49382,2024-06-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.747,False,Shift handoff note referenced unusual noise near press enclosure.
+49383,2024-06-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.768,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49384,2024-06-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.142,False,Condensation warning cleared after dehumidifier ramp-up.
+49385,2024-06-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Pressure settled back to nominal after valve reseat.
+49386,2024-06-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.261,False,Calibration check overdue by 11 days for press-line transducer.
+49387,2024-06-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.195,False,Vibration harmonics broadened during extended production run.
+49388,2024-06-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.59,False,Sensor battery health remains nominal after firmware update.
+49389,2024-06-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Dust extraction fan offline for 18 minutes on line finishing.
+49390,2024-06-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.254,False,Vibration harmonics broadened during extended production run.
+49391,2024-06-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Night shift startup produced higher than normal vibration floor.
+49392,2024-06-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.759,False,Sensor heartbeat delayed by one interval after gateway retry.
+49393,2024-06-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Sensor heartbeat delayed by one interval after gateway retry.
+49394,2024-06-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.758,False,Pressure line purge completed before restart authorization.
+49395,2024-06-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.174,False,Condensation warning cleared after dehumidifier ramp-up.
+49396,2024-06-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49397,2024-06-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.673,False,Vibration harmonics broadened during extended production run.
+49398,2024-06-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.229,False,Transient outlier matched forklift impact near cabinet wall.
+49399,2024-06-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.338,False,Humidity readings track seasonal rise across late spring.
+49400,2024-06-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.475,False,Sensor battery health remains nominal after firmware update.
+49401,2024-06-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Temperature remained elevated during unscheduled overtime run.
+49402,2024-06-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.192,False,Sensor battery health remains nominal after firmware update.
+49403,2024-06-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.948,False,Quality team requested trace review for lot 24-118B.
+49404,2024-06-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.897,False,Pressure line purge completed before restart authorization.
+49405,2024-06-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.208,False,Shift handoff note referenced unusual noise near press enclosure.
+49406,2024-06-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.78,False,Machine throughput increase drove sustained pressure uplift.
+49407,2024-06-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.957,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49408,2024-06-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.732,False,Transient outlier matched forklift impact near cabinet wall.
+49409,2024-06-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.258,False,Coolant loop adjustment reduced chamber temperature spread.
+49410,2024-06-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.547,False,Pressure peak corresponds to oversized billet batch processing.
+49411,2024-06-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.129,False,Telemetry quality flag downgraded during sensor self-test window.
+49412,2024-06-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.569,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49413,2024-06-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Humidity excursion near finishing booth during coating run.
+49414,2024-06-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.55,False,Pressure peak corresponds to oversized billet batch processing.
+49415,2024-06-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.795,False,Shift handoff note referenced unusual noise near press enclosure.
+49416,2024-06-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.442,False,Press cycle dwell time lengthened during high-volume batch.
+49417,2024-06-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.596,False,Air handler maintenance reduced humidity variance on finishing line.
+49418,2024-06-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.002,False,Thermal overshoot event coincided with recipe change on furnace.
+49419,2024-06-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Operator reported intermittent chatter on machine CNC-04.
+49420,2024-06-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.179,False,Dust extraction fan offline for 18 minutes on line finishing.
+49421,2024-06-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Humidity readings track seasonal rise across late spring.
+49422,2024-06-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.87,False,Unbalanced load introduced cyclical pressure ripple.
+49423,2024-06-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.225,False,Short-lived packet loss observed at edge gateway gw-02.
+49424,2024-06-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.749,False,Sensor enclosure opened for manual calibration verification.
+49425,2024-06-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.609,False,Anomaly review flagged possible bearing wear progression.
+49426,2024-06-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.333,False,Thermal ramp exceeded expected warmup curve before shift start.
+49427,2024-06-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.657,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49428,2024-06-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.096,False,Temperature variance narrowed after coolant nozzle cleaning.
+49429,2024-06-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Humidity readings track seasonal rise across late spring.
+49430,2024-06-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.844,False,Dust extraction fan offline for 18 minutes on line finishing.
+49431,2024-06-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.661,False,Transient outlier matched forklift impact near cabinet wall.
+49432,2024-06-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.765,False,Reliability engineer tagged sample window for model retraining.
+49433,2024-06-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.166,False,Condensation warning cleared after dehumidifier ramp-up.
+49434,2024-06-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.695,False,Short-lived packet loss observed at edge gateway gw-02.
+49435,2024-06-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.302,False,Humidity baseline improved after seal replacement.
+49436,2024-06-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.095,False,Vibration harmonics broadened during extended production run.
+49437,2024-06-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Anomaly review flagged possible bearing wear progression.
+49438,2024-06-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.127,False,Humidity climbed during dock-door open period in afternoon shift.
+49439,2024-06-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.076,False,Sensor heartbeat delayed by one interval after gateway retry.
+49440,2024-06-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.223,False,Pressure peak corresponds to oversized billet batch processing.
+49441,2024-06-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Pressure peak corresponds to oversized billet batch processing.
+49442,2024-06-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.259,False,Humidity readings track seasonal rise across late spring.
+49443,2024-06-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.413,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49444,2024-06-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.292,False,Air handler maintenance reduced humidity variance on finishing line.
+49445,2024-06-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.472,False,Night shift startup produced higher than normal vibration floor.
+49446,2024-06-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.412,False,Air handler maintenance reduced humidity variance on finishing line.
+49447,2024-06-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.39,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49448,2024-06-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.882,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49449,2024-06-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Pressure peak corresponds to oversized billet batch processing.
+49450,2024-06-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.705,False,Humidity readings track seasonal rise across late spring.
+49451,2024-06-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.225,False,Maintenance note logged for coupling imbalance inspection.
+49452,2024-06-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.901,False,Telemetry quality flag downgraded during sensor self-test window.
+49453,2024-06-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.776,False,Maintenance scheduler deferred calibration due to spare shortage.
+49454,2024-06-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.873,False,Edge collector replayed buffered events after network recovery.
+49455,2024-06-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.8,False,Air handler maintenance reduced humidity variance on finishing line.
+49456,2024-06-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.586,False,Unbalanced load introduced cyclical pressure ripple.
+49457,2024-06-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.182,False,Vibration harmonics broadened during extended production run.
+49458,2024-06-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.052,False,Edge collector replayed buffered events after network recovery.
+49459,2024-06-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.811,False,Humidity baseline improved after seal replacement.
+49460,2024-06-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.402,False,Sensor signal clipping observed during startup surge.
+49461,2024-06-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Coolant loop adjustment reduced chamber temperature spread.
+49462,2024-06-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49463,2024-06-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.159,False,Air handler maintenance reduced humidity variance on finishing line.
+49464,2024-06-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.044,False,Pressure line purge completed before restart authorization.
+49465,2024-06-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.683,False,Night shift startup produced higher than normal vibration floor.
+49466,2024-06-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.25,False,Edge collector replayed buffered events after network recovery.
+49467,2024-06-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.966,False,Unbalanced load introduced cyclical pressure ripple.
+49468,2024-06-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.959,False,Edge collector replayed buffered events after network recovery.
+49469,2024-06-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.717,False,Thermal overshoot event coincided with recipe change on furnace.
+49470,2024-06-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.006,False,Vibration baseline recovered after tool holder replacement.
+49471,2024-06-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.323,False,Telemetry quality flag downgraded during sensor self-test window.
+49472,2024-06-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49473,2024-06-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Machine throughput increase drove sustained pressure uplift.
+49474,2024-06-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.231,False,Humidity baseline improved after seal replacement.
+49475,2024-06-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.12,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49476,2024-06-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.425,False,Maintenance crew confirmed lubrication interval was missed.
+49477,2024-06-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.784,False,Hydraulic line pressure oscillation detected under load.
+49478,2024-06-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.699,False,Shift handoff note referenced unusual noise near press enclosure.
+49479,2024-06-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Vibration baseline recovered after tool holder replacement.
+49480,2024-06-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.689,False,Anomaly review flagged possible bearing wear progression.
+49481,2024-06-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.72,False,Warning threshold updated for pilot predictive-maintenance model.
+49482,2024-06-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.206,False,Packaging line stop reduced adjacent vibration background.
+49483,2024-06-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.855,False,Condensation warning cleared after dehumidifier ramp-up.
+49484,2024-06-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.333,False,Telemetry quality flag downgraded during sensor self-test window.
+49485,2024-06-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Temperature remained elevated during unscheduled overtime run.
+49486,2024-06-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.874,False,Coolant loop adjustment reduced chamber temperature spread.
+49487,2024-06-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.098,False,Vibration harmonics broadened during extended production run.
+49488,2024-06-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.295,False,Short-lived packet loss observed at edge gateway gw-02.
+49489,2024-06-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.987,False,Pressure settled back to nominal after valve reseat.
+49490,2024-06-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.894,False,Quality team requested trace review for lot 24-118B.
+49491,2024-06-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Telemetry quality flag downgraded during sensor self-test window.
+49492,2024-06-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.185,False,Maintenance note logged for coupling imbalance inspection.
+49493,2024-06-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49494,2024-06-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.297,False,Quality hold reduced finishing booth activity for one shift.
+49495,2024-06-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49496,2024-06-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.091,False,Operator reset acknowledged after red-tag inspection.
+49497,2024-06-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.873,False,Quality hold reduced finishing booth activity for one shift.
+49498,2024-06-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.145,False,Humidity readings track seasonal rise across late spring.
+49499,2024-06-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.804,False,Humidity climbed during dock-door open period in afternoon shift.
+49500,2024-06-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.893,False,Temporary gateway failover completed without data loss.
+49501,2024-06-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.317,False,Temperature remained elevated during unscheduled overtime run.
+49502,2024-06-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49503,2024-06-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Vibration burst exceeds envelope during tool change cycle.
+49504,2024-06-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.709,False,Telemetry quality flag downgraded during sensor self-test window.
+49505,2024-06-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Thermal ramp exceeded expected warmup curve before shift start.
+49506,2024-06-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.569,False,Supervisory alert generated after three consecutive threshold breaches.
+49507,2024-06-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.475,False,Humidity climbed during dock-door open period in afternoon shift.
+49508,2024-06-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.958,False,Vibration harmonics broadened during extended production run.
+49509,2024-06-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Humidity climbed during dock-door open period in afternoon shift.
+49510,2024-06-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.405,False,Air handler maintenance reduced humidity variance on finishing line.
+49511,2024-06-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49512,2024-06-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.449,False,Maintenance crew confirmed lubrication interval was missed.
+49513,2024-06-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.163,False,Vibration baseline recovered after tool holder replacement.
+49514,2024-06-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.425,False,Temporary gateway failover completed without data loss.
+49515,2024-06-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Edge collector replayed buffered events after network recovery.
+49516,2024-06-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.024,False,Temperature remained elevated during unscheduled overtime run.
+49517,2024-06-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Quality hold reduced finishing booth activity for one shift.
+49518,2024-06-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.725,False,Telemetry quality flag downgraded during sensor self-test window.
+49519,2024-06-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.298,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49520,2024-06-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.514,False,Maintenance scheduler deferred calibration due to spare shortage.
+49521,2024-06-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Pressure peak corresponds to oversized billet batch processing.
+49522,2024-06-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.278,False,Coolant loop adjustment reduced chamber temperature spread.
+49523,2024-06-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.229,False,Machine throughput increase drove sustained pressure uplift.
+49524,2024-06-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.905,False,Bearing temperature rising faster than baseline on spindle cell.
+49525,2024-06-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.341,False,Reliability engineer tagged sample window for model retraining.
+49526,2024-06-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.076,False,Supervisory alert generated after three consecutive threshold breaches.
+49527,2024-06-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Humidity excursion near finishing booth during coating run.
+49528,2024-06-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.98,False,Sensor heartbeat delayed by one interval after gateway retry.
+49529,2024-06-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.773,False,Edge collector replayed buffered events after network recovery.
+49530,2024-06-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.351,False,Sensor signal clipping observed during startup surge.
+49531,2024-06-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.749,False,Edge collector replayed buffered events after network recovery.
+49532,2024-06-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.971,False,Sensor heartbeat delayed by one interval after gateway retry.
+49533,2024-06-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.789,False,Condensation warning cleared after dehumidifier ramp-up.
+49534,2024-06-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.678,False,Sensor signal clipping observed during startup surge.
+49535,2024-06-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.753,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49536,2024-06-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.461,False,Reliability engineer tagged sample window for model retraining.
+49537,2024-06-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.589,False,Sensor enclosure opened for manual calibration verification.
+49538,2024-06-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.857,False,Short-lived packet loss observed at edge gateway gw-02.
+49539,2024-06-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.903,False,Machine throughput increase drove sustained pressure uplift.
+49540,2024-06-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.104,False,Dust extraction fan offline for 18 minutes on line finishing.
+49541,2024-06-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Condensation warning cleared after dehumidifier ramp-up.
+49542,2024-06-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49543,2024-06-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.725,False,Pressure peak corresponds to oversized billet batch processing.
+49544,2024-06-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.992,False,Temporary gateway failover completed without data loss.
+49545,2024-06-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.462,False,Sensor heartbeat delayed by one interval after gateway retry.
+49546,2024-06-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.277,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49547,2024-06-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49548,2024-06-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.713,False,Pressure settled back to nominal after valve reseat.
+49549,2024-06-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.686,False,Sensor heartbeat delayed by one interval after gateway retry.
+49550,2024-06-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.256,False,Pressure line purge completed before restart authorization.
+49551,2024-06-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.297,False,Transient outlier matched forklift impact near cabinet wall.
+49552,2024-06-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.047,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49553,2024-06-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.642,False,Sensor battery health remains nominal after firmware update.
+49554,2024-06-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.245,False,Thermal ramp exceeded expected warmup curve before shift start.
+49555,2024-06-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Maintenance note logged for coupling imbalance inspection.
+49556,2024-06-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.146,False,Humidity excursion near finishing booth during coating run.
+49557,2024-06-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.211,False,Temperature remained elevated during unscheduled overtime run.
+49558,2024-06-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.769,False,Anomaly review flagged possible bearing wear progression.
+49559,2024-06-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49560,2024-06-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.691,False,Temporary gateway failover completed without data loss.
+49561,2024-06-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Quality team requested trace review for lot 24-118B.
+49562,2024-06-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.249,False,Temperature remained elevated during unscheduled overtime run.
+49563,2024-06-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.718,False,Pressure peak corresponds to oversized billet batch processing.
+49564,2024-06-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.253,False,Sensor battery health remains nominal after firmware update.
+49565,2024-06-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.978,False,Quality team requested trace review for lot 24-118B.
+49566,2024-06-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.486,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49567,2024-06-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.501,False,Hydraulic line pressure oscillation detected under load.
+49568,2024-06-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.614,False,Sensor enclosure opened for manual calibration verification.
+49569,2024-06-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.776,False,Sensor signal clipping observed during startup surge.
+49570,2024-06-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.751,False,Pressure line purge completed before restart authorization.
+49571,2024-06-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49572,2024-06-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.937,False,Pressure line purge completed before restart authorization.
+49573,2024-06-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Thermal ramp exceeded expected warmup curve before shift start.
+49574,2024-06-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.158,False,Press cycle dwell time lengthened during high-volume batch.
+49575,2024-06-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Sensor enclosure opened for manual calibration verification.
+49576,2024-06-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.765,False,Condensation warning cleared after dehumidifier ramp-up.
+49577,2024-06-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Humidity baseline improved after seal replacement.
+49578,2024-06-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.884,False,Edge collector replayed buffered events after network recovery.
+49579,2024-06-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Operator reported intermittent chatter on machine CNC-04.
+49580,2024-06-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.308,False,Short-lived packet loss observed at edge gateway gw-02.
+49581,2024-06-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Telemetry quality flag downgraded during sensor self-test window.
+49582,2024-06-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,56.661,False,Sensor heartbeat delayed by one interval after gateway retry.
+49583,2024-06-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.322,False,Shift handoff note referenced unusual noise near press enclosure.
+49584,2024-06-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.896,False,Machine idle period extended during planned sanitation window.
+49585,2024-06-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.332,False,Thermal ramp exceeded expected warmup curve before shift start.
+49586,2024-06-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49587,2024-06-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Press cycle dwell time lengthened during high-volume batch.
+49588,2024-06-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.738,False,Maintenance scheduler deferred calibration due to spare shortage.
+49589,2024-06-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.509,False,Reliability engineer tagged sample window for model retraining.
+49590,2024-06-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.642,False,Maintenance scheduler deferred calibration due to spare shortage.
+49591,2024-06-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.024,False,Condensation warning cleared after dehumidifier ramp-up.
+49592,2024-06-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.283,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49593,2024-06-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Air handler maintenance reduced humidity variance on finishing line.
+49594,2024-06-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.374,False,Warning threshold updated for pilot predictive-maintenance model.
+49595,2024-06-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.22,False,Thermal ramp exceeded expected warmup curve before shift start.
+49596,2024-06-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.994,False,Unbalanced load introduced cyclical pressure ripple.
+49597,2024-06-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Supervisory alert generated after three consecutive threshold breaches.
+49598,2024-06-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.933,False,Vibration baseline recovered after tool holder replacement.
+49599,2024-06-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.798,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49600,2024-06-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.096,False,Thermal overshoot event coincided with recipe change on furnace.
+49601,2024-06-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.274,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49602,2024-06-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.667,False,Machine idle period extended during planned sanitation window.
+49603,2024-06-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Quality team requested trace review for lot 24-118B.
+49604,2024-06-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.149,False,Vibration baseline recovered after tool holder replacement.
+49605,2024-06-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.974,False,Shift handoff note referenced unusual noise near press enclosure.
+49606,2024-06-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.07,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49607,2024-06-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49608,2024-06-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.264,False,Maintenance scheduler deferred calibration due to spare shortage.
+49609,2024-06-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Short-lived packet loss observed at edge gateway gw-02.
+49610,2024-06-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.102,False,Sensor enclosure opened for manual calibration verification.
+49611,2024-06-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Pressure line purge completed before restart authorization.
+49612,2024-06-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.179,False,Hydraulic line pressure oscillation detected under load.
+49613,2024-06-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Coolant loop adjustment reduced chamber temperature spread.
+49614,2024-06-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.266,False,Humidity climbed during dock-door open period in afternoon shift.
+49615,2024-06-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.298,False,Pressure settled back to nominal after valve reseat.
+49616,2024-06-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.624,False,Condensation warning cleared after dehumidifier ramp-up.
+49617,2024-06-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Unbalanced load introduced cyclical pressure ripple.
+49618,2024-06-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.058,False,Sensor battery health remains nominal after firmware update.
+49619,2024-06-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.69,False,Humidity excursion near finishing booth during coating run.
+49620,2024-06-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.243,False,Operator reset acknowledged after red-tag inspection.
+49621,2024-06-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49622,2024-06-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.706,False,Coolant loop adjustment reduced chamber temperature spread.
+49623,2024-06-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.034,False,Press cycle dwell time lengthened during high-volume batch.
+49624,2024-06-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.221,False,Quality team requested trace review for lot 24-118B.
+49625,2024-06-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.767,False,Thermal ramp exceeded expected warmup curve before shift start.
+49626,2024-06-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.727,False,Operator reported intermittent chatter on machine CNC-04.
+49627,2024-06-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.64,False,Thermal ramp exceeded expected warmup curve before shift start.
+49628,2024-06-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.943,False,Sensor battery health remains nominal after firmware update.
+49629,2024-06-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.068,False,Coolant loop adjustment reduced chamber temperature spread.
+49630,2024-06-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.453,False,Sensor signal clipping observed during startup surge.
+49631,2024-06-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.912,False,Maintenance note logged for coupling imbalance inspection.
+49632,2024-06-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.283,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49633,2024-06-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Quality hold reduced finishing booth activity for one shift.
+49634,2024-06-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.428,False,Unbalanced load introduced cyclical pressure ripple.
+49635,2024-06-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Night shift startup produced higher than normal vibration floor.
+49636,2024-06-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.298,False,Humidity baseline improved after seal replacement.
+49637,2024-06-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Pressure line purge completed before restart authorization.
+49638,2024-06-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.316,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49639,2024-06-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.875,False,Temporary gateway failover completed without data loss.
+49640,2024-06-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.48,False,Sensor battery health remains nominal after firmware update.
+49641,2024-06-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,SCADA backfill inserted two delayed telemetry points.
+49642,2024-06-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.659,False,Maintenance scheduler deferred calibration due to spare shortage.
+49643,2024-06-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.222,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49644,2024-06-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.164,False,Dust extraction fan offline for 18 minutes on line finishing.
+49645,2024-06-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.475,False,Humidity excursion near finishing booth during coating run.
+49646,2024-06-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.672,False,Temperature remained elevated during unscheduled overtime run.
+49647,2024-06-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49648,2024-06-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.706,False,Sensor battery health remains nominal after firmware update.
+49649,2024-06-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Unbalanced load introduced cyclical pressure ripple.
+49650,2024-06-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.157,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49651,2024-06-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.024,False,Maintenance note logged for coupling imbalance inspection.
+49652,2024-06-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.89,False,Warning threshold updated for pilot predictive-maintenance model.
+49653,2024-06-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49654,2024-06-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.671,False,Short-lived packet loss observed at edge gateway gw-02.
+49655,2024-06-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.097,False,Humidity climbed during dock-door open period in afternoon shift.
+49656,2024-06-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.319,False,Temperature variance narrowed after coolant nozzle cleaning.
+49657,2024-06-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Night shift startup produced higher than normal vibration floor.
+49658,2024-06-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.401,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49659,2024-06-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.567,False,Machine idle period extended during planned sanitation window.
+49660,2024-06-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.307,False,Transient outlier matched forklift impact near cabinet wall.
+49661,2024-06-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Short-lived packet loss observed at edge gateway gw-02.
+49662,2024-06-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.694,False,Maintenance note logged for coupling imbalance inspection.
+49663,2024-06-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.495,False,Pressure peak corresponds to oversized billet batch processing.
+49664,2024-06-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.682,False,SCADA backfill inserted two delayed telemetry points.
+49665,2024-06-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.42,False,Air handler maintenance reduced humidity variance on finishing line.
+49666,2024-06-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.089,False,Humidity climbed during dock-door open period in afternoon shift.
+49667,2024-06-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.299,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49668,2024-06-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.351,False,Vibration burst exceeds envelope during tool change cycle.
+49669,2024-06-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Transient outlier matched forklift impact near cabinet wall.
+49670,2024-06-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.834,False,Pressure settled back to nominal after valve reseat.
+49671,2024-06-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.334,False,Coolant loop adjustment reduced chamber temperature spread.
+49672,2024-06-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.148,False,Sensor enclosure opened for manual calibration verification.
+49673,2024-06-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.932,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49674,2024-06-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.487,False,Pressure settled back to nominal after valve reseat.
+49675,2024-06-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Dust extraction fan offline for 18 minutes on line finishing.
+49676,2024-06-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.334,False,Calibration check overdue by 11 days for press-line transducer.
+49677,2024-06-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Packaging line stop reduced adjacent vibration background.
+49678,2024-06-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.276,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49679,2024-06-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.773,False,Machine throughput increase drove sustained pressure uplift.
+49680,2024-06-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.362,False,Anomaly review flagged possible bearing wear progression.
+49681,2024-06-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49682,2024-06-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.015,False,Machine throughput increase drove sustained pressure uplift.
+49683,2024-06-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Sensor enclosure opened for manual calibration verification.
+49684,2024-06-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.523,False,Temperature remained elevated during unscheduled overtime run.
+49685,2024-06-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Reliability engineer tagged sample window for model retraining.
+49686,2024-06-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.023,False,Condensation warning cleared after dehumidifier ramp-up.
+49687,2024-06-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.602,False,Pressure settled back to nominal after valve reseat.
+49688,2024-06-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.408,False,Reliability engineer tagged sample window for model retraining.
+49689,2024-06-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Reliability engineer tagged sample window for model retraining.
+49690,2024-06-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.572,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49691,2024-06-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.389,False,Reliability engineer tagged sample window for model retraining.
+49692,2024-06-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.025,False,Machine throughput increase drove sustained pressure uplift.
+49693,2024-06-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.122,False,Coolant loop adjustment reduced chamber temperature spread.
+49694,2024-06-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.606,False,Thermal overshoot event coincided with recipe change on furnace.
+49695,2024-06-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.166,False,Coolant loop adjustment reduced chamber temperature spread.
+49696,2024-06-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.44,False,Operator reported intermittent chatter on machine CNC-04.
+49697,2024-06-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.747,False,Temperature remained elevated during unscheduled overtime run.
+49698,2024-06-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.332,False,Press cycle dwell time lengthened during high-volume batch.
+49699,2024-06-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49700,2024-06-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.428,False,Humidity baseline improved after seal replacement.
+49701,2024-06-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49702,2024-06-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.6,False,Quality hold reduced finishing booth activity for one shift.
+49703,2024-06-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.146,False,Machine throughput increase drove sustained pressure uplift.
+49704,2024-06-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.053,False,Bearing temperature rising faster than baseline on spindle cell.
+49705,2024-06-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.566,False,Night shift startup produced higher than normal vibration floor.
+49706,2024-06-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.685,False,Vibration baseline recovered after tool holder replacement.
+49707,2024-06-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.393,False,Unbalanced load introduced cyclical pressure ripple.
+49708,2024-06-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.755,False,Anomaly review flagged possible bearing wear progression.
+49709,2024-06-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Machine throughput increase drove sustained pressure uplift.
+49710,2024-06-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.775,False,Maintenance crew confirmed lubrication interval was missed.
+49711,2024-06-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.627,False,Vibration burst exceeds envelope during tool change cycle.
+49712,2024-06-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.644,False,Supervisory alert generated after three consecutive threshold breaches.
+49713,2024-06-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Humidity climbed during dock-door open period in afternoon shift.
+49714,2024-06-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.492,False,Vibration harmonics broadened during extended production run.
+49715,2024-06-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.285,False,Shift handoff note referenced unusual noise near press enclosure.
+49716,2024-06-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.093,False,Operator reported intermittent chatter on machine CNC-04.
+49717,2024-06-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Thermal overshoot event coincided with recipe change on furnace.
+49718,2024-06-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.434,False,Warning threshold updated for pilot predictive-maintenance model.
+49719,2024-06-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Unbalanced load introduced cyclical pressure ripple.
+49720,2024-06-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.599,False,Transient outlier matched forklift impact near cabinet wall.
+49721,2024-06-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Vibration harmonics broadened during extended production run.
+49722,2024-06-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.229,False,Humidity baseline improved after seal replacement.
+49723,2024-06-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49724,2024-06-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.945,False,Shift handoff note referenced unusual noise near press enclosure.
+49725,2024-06-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.335,False,Transient outlier matched forklift impact near cabinet wall.
+49726,2024-06-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.537,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49727,2024-06-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.339,False,Pressure line purge completed before restart authorization.
+49728,2024-06-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.612,False,Bearing temperature rising faster than baseline on spindle cell.
+49729,2024-06-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.228,False,Calibration check overdue by 11 days for press-line transducer.
+49730,2024-06-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.75,False,Sensor heartbeat delayed by one interval after gateway retry.
+49731,2024-06-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.392,False,Air handler maintenance reduced humidity variance on finishing line.
+49732,2024-06-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.663,False,Reliability engineer tagged sample window for model retraining.
+49733,2024-06-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.979,False,Warning threshold updated for pilot predictive-maintenance model.
+49734,2024-06-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.432,False,Sensor battery health remains nominal after firmware update.
+49735,2024-06-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.249,False,Sensor heartbeat delayed by one interval after gateway retry.
+49736,2024-06-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.613,False,Quality team requested trace review for lot 24-118B.
+49737,2024-06-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.305,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49738,2024-06-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.337,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49739,2024-06-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.674,False,Humidity baseline improved after seal replacement.
+49740,2024-06-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.072,False,Sensor enclosure opened for manual calibration verification.
+49741,2024-06-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Sensor heartbeat delayed by one interval after gateway retry.
+49742,2024-06-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.95,False,Calibration check overdue by 11 days for press-line transducer.
+49743,2024-06-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Maintenance note logged for coupling imbalance inspection.
+49744,2024-06-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.986,False,Humidity climbed during dock-door open period in afternoon shift.
+49745,2024-06-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.146,False,Humidity readings track seasonal rise across late spring.
+49746,2024-06-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.511,False,Humidity climbed during dock-door open period in afternoon shift.
+49747,2024-06-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.389,False,Humidity baseline improved after seal replacement.
+49748,2024-06-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.669,False,Short-lived packet loss observed at edge gateway gw-02.
+49749,2024-06-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Bearing temperature rising faster than baseline on spindle cell.
+49750,2024-06-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.004,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49751,2024-06-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,SCADA backfill inserted two delayed telemetry points.
+49752,2024-06-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.906,False,Coolant loop adjustment reduced chamber temperature spread.
+49753,2024-06-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Humidity climbed during dock-door open period in afternoon shift.
+49754,2024-06-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49755,2024-06-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Maintenance scheduler deferred calibration due to spare shortage.
+49756,2024-06-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.633,False,Press cycle dwell time lengthened during high-volume batch.
+49757,2024-06-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Anomaly review flagged possible bearing wear progression.
+49758,2024-06-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.511,False,Temperature variance narrowed after coolant nozzle cleaning.
+49759,2024-06-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Temporary gateway failover completed without data loss.
+49760,2024-06-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.311,False,Bearing temperature rising faster than baseline on spindle cell.
+49761,2024-06-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49762,2024-06-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.685,False,Condensation warning cleared after dehumidifier ramp-up.
+49763,2024-06-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.14,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49764,2024-06-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.62,False,Reliability engineer tagged sample window for model retraining.
+49765,2024-06-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.08,False,Unbalanced load introduced cyclical pressure ripple.
+49766,2024-06-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.531,False,Pressure peak corresponds to oversized billet batch processing.
+49767,2024-06-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49768,2024-06-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.47,False,Hydraulic line pressure oscillation detected under load.
+49769,2024-06-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49770,2024-06-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.567,False,Operator reset acknowledged after red-tag inspection.
+49771,2024-06-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Vibration baseline recovered after tool holder replacement.
+49772,2024-06-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.236,False,Edge collector replayed buffered events after network recovery.
+49773,2024-06-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49774,2024-06-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.963,False,Calibration check overdue by 11 days for press-line transducer.
+49775,2024-06-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Quality hold reduced finishing booth activity for one shift.
+49776,2024-06-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.848,False,Machine idle period extended during planned sanitation window.
+49777,2024-06-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Hydraulic line pressure oscillation detected under load.
+49778,2024-06-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.813,False,Shift handoff note referenced unusual noise near press enclosure.
+49779,2024-06-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.769,False,Maintenance scheduler deferred calibration due to spare shortage.
+49780,2024-06-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.503,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49781,2024-06-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49782,2024-06-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.586,False,Dust extraction fan offline for 18 minutes on line finishing.
+49783,2024-06-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.418,False,Temperature remained elevated during unscheduled overtime run.
+49784,2024-06-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.514,False,Humidity readings track seasonal rise across late spring.
+49785,2024-06-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Operator reset acknowledged after red-tag inspection.
+49786,2024-06-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.71,False,Thermal overshoot event coincided with recipe change on furnace.
+49787,2024-06-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Telemetry quality flag downgraded during sensor self-test window.
+49788,2024-06-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.988,False,Dust extraction fan offline for 18 minutes on line finishing.
+49789,2024-06-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.292,False,Hydraulic line pressure oscillation detected under load.
+49790,2024-06-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.4,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49791,2024-06-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Air handler maintenance reduced humidity variance on finishing line.
+49792,2024-06-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.3,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49793,2024-06-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Packaging line stop reduced adjacent vibration background.
+49794,2024-06-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.364,False,Maintenance note logged for coupling imbalance inspection.
+49795,2024-06-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Telemetry quality flag downgraded during sensor self-test window.
+49796,2024-06-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.412,False,SCADA backfill inserted two delayed telemetry points.
+49797,2024-06-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Pressure settled back to nominal after valve reseat.
+49798,2024-06-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.825,False,Quality hold reduced finishing booth activity for one shift.
+49799,2024-06-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.245,False,Pressure line purge completed before restart authorization.
+49800,2024-06-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.597,False,Calibration check overdue by 11 days for press-line transducer.
+49801,2024-06-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.505,False,Pressure line purge completed before restart authorization.
+49802,2024-06-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.077,False,Operator reset acknowledged after red-tag inspection.
+49803,2024-06-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.698,False,Packaging line stop reduced adjacent vibration background.
+49804,2024-06-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.019,False,Pressure line purge completed before restart authorization.
+49805,2024-06-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Pressure peak corresponds to oversized billet batch processing.
+49806,2024-06-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.891,False,Reliability engineer tagged sample window for model retraining.
+49807,2024-06-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.607,False,Thermal overshoot event coincided with recipe change on furnace.
+49808,2024-06-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.399,False,Vibration baseline recovered after tool holder replacement.
+49809,2024-06-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Bearing temperature rising faster than baseline on spindle cell.
+49810,2024-06-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.798,False,Anomaly review flagged possible bearing wear progression.
+49811,2024-06-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.827,False,Maintenance crew confirmed lubrication interval was missed.
+49812,2024-06-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.903,False,Sensor signal clipping observed during startup surge.
+49813,2024-06-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Quality hold reduced finishing booth activity for one shift.
+49814,2024-06-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.08,False,Operator reset acknowledged after red-tag inspection.
+49815,2024-06-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.035,False,Hydraulic line pressure oscillation detected under load.
+49816,2024-06-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.193,False,Vibration harmonics broadened during extended production run.
+49817,2024-06-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.199,False,Vibration burst exceeds envelope during tool change cycle.
+49818,2024-06-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.316,False,Anomaly review flagged possible bearing wear progression.
+49819,2024-06-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.62,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49820,2024-06-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.024,False,Dust extraction fan offline for 18 minutes on line finishing.
+49821,2024-06-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.845,False,Calibration check overdue by 11 days for press-line transducer.
+49822,2024-06-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.673,False,Humidity baseline improved after seal replacement.
+49823,2024-06-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Thermal ramp exceeded expected warmup curve before shift start.
+49824,2024-06-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.502,False,Warning threshold updated for pilot predictive-maintenance model.
+49825,2024-06-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.873,False,Humidity excursion near finishing booth during coating run.
+49826,2024-06-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.137,False,Coolant loop adjustment reduced chamber temperature spread.
+49827,2024-06-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.598,False,Humidity readings track seasonal rise across late spring.
+49828,2024-06-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.27,False,Anomaly review flagged possible bearing wear progression.
+49829,2024-06-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.876,False,Pressure peak corresponds to oversized billet batch processing.
+49830,2024-06-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.569,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49831,2024-06-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.211,False,SCADA backfill inserted two delayed telemetry points.
+49832,2024-06-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.732,False,Coolant loop adjustment reduced chamber temperature spread.
+49833,2024-06-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.086,False,Reliability engineer tagged sample window for model retraining.
+49834,2024-06-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.335,False,Operator reported intermittent chatter on machine CNC-04.
+49835,2024-06-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.553,False,Temperature variance narrowed after coolant nozzle cleaning.
+49836,2024-06-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.307,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49837,2024-06-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Humidity climbed during dock-door open period in afternoon shift.
+49838,2024-06-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.62,False,Pressure settled back to nominal after valve reseat.
+49839,2024-06-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.494,False,Compressed air fluctuation introduced pressure noise for two cycles.
+49840,2024-06-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Condensation warning cleared after dehumidifier ramp-up.
+49841,2024-06-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49842,2024-06-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49843,2024-06-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.115,False,Humidity excursion near finishing booth during coating run.
+49844,2024-06-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.879,False,Temperature variance narrowed after coolant nozzle cleaning.
+49845,2024-06-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49846,2024-06-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.247,False,Maintenance crew confirmed lubrication interval was missed.
+49847,2024-06-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.201,False,Hydraulic line pressure oscillation detected under load.
+49848,2024-06-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.001,False,Unbalanced load introduced cyclical pressure ripple.
+49849,2024-06-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.9,False,Humidity baseline improved after seal replacement.
+49850,2024-06-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.754,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49851,2024-06-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.099,False,Supervisory alert generated after three consecutive threshold breaches.
+49852,2024-06-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.736,False,Maintenance note logged for coupling imbalance inspection.
+49853,2024-06-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.021,False,Reliability engineer tagged sample window for model retraining.
+49854,2024-06-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.474,False,Anomaly review flagged possible bearing wear progression.
+49855,2024-06-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Heat-treat furnace door cycling increased localized temperature spikes.
+49856,2024-06-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.979,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49857,2024-06-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.584,False,Air handler maintenance reduced humidity variance on finishing line.
+49858,2024-06-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.247,False,Pressure settled back to nominal after valve reseat.
+49859,2024-06-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.638,False,Night shift startup produced higher than normal vibration floor.
+49860,2024-06-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.219,False,Humidity readings track seasonal rise across late spring.
+49861,2024-06-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.97,False,Vibration harmonics broadened during extended production run.
+49862,2024-06-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.794,False,Pressure line purge completed before restart authorization.
+49863,2024-06-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.859,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49864,2024-06-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.218,False,Vibration harmonics broadened during extended production run.
+49865,2024-06-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.751,False,Telemetry quality flag downgraded during sensor self-test window.
+49866,2024-06-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.844,False,Short-lived packet loss observed at edge gateway gw-02.
+49867,2024-06-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.836,False,Machine throughput increase drove sustained pressure uplift.
+49868,2024-06-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.203,False,Reliability engineer tagged sample window for model retraining.
+49869,2024-06-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.659,False,Sensor battery health remains nominal after firmware update.
+49870,2024-06-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.951,False,Vibration burst exceeds envelope during tool change cycle.
+49871,2024-06-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.775,False,SCADA backfill inserted two delayed telemetry points.
+49872,2024-06-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.919,False,Sensor enclosure opened for manual calibration verification.
+49873,2024-06-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.473,False,Unbalanced load introduced cyclical pressure ripple.
+49874,2024-06-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.977,False,Humidity excursion near finishing booth during coating run.
+49875,2024-06-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.428,False,Humidity excursion near finishing booth during coating run.
+49876,2024-06-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.835,False,Thermal overshoot event coincided with recipe change on furnace.
+49877,2024-06-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49878,2024-06-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.717,False,Pressure peak corresponds to oversized billet batch processing.
+49879,2024-06-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49880,2024-06-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.85,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49881,2024-06-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,Sensor enclosure opened for manual calibration verification.
+49882,2024-06-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.54,False,Coolant loop adjustment reduced chamber temperature spread.
+49883,2024-06-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.136,False,Vibration harmonics broadened during extended production run.
+49884,2024-06-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.69,False,Calibration check overdue by 11 days for press-line transducer.
+49885,2024-06-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Quality team requested trace review for lot 24-118B.
+49886,2024-06-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.057,False,Short-lived packet loss observed at edge gateway gw-02.
+49887,2024-06-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.828,False,Vibration burst exceeds envelope during tool change cycle.
+49888,2024-06-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.425,False,Machine throughput increase drove sustained pressure uplift.
+49889,2024-06-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.666,False,Operator reset acknowledged after red-tag inspection.
+49890,2024-06-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.589,False,Temperature variance narrowed after coolant nozzle cleaning.
+49891,2024-06-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.676,False,Transient outlier matched forklift impact near cabinet wall.
+49892,2024-06-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.78,False,Warning threshold updated for pilot predictive-maintenance model.
+49893,2024-06-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.5,False,Pressure peak corresponds to oversized billet batch processing.
+49894,2024-06-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.919,False,Dust extraction fan offline for 18 minutes on line finishing.
+49895,2024-06-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.078,False,Edge collector replayed buffered events after network recovery.
+49896,2024-06-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.26,False,Air handler maintenance reduced humidity variance on finishing line.
+49897,2024-06-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49898,2024-06-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.477,False,Bearing temperature rising faster than baseline on spindle cell.
+49899,2024-06-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.812,False,Temporary gateway failover completed without data loss.
+49900,2024-06-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.84,False,Coolant loop adjustment reduced chamber temperature spread.
+49901,2024-06-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Vibration baseline recovered after tool holder replacement.
+49902,2024-06-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.866,False,Press cycle dwell time lengthened during high-volume batch.
+49903,2024-06-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Bearing temperature rising faster than baseline on spindle cell.
+49904,2024-06-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.555,False,Anomaly review flagged possible bearing wear progression.
+49905,2024-06-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Machine throughput increase drove sustained pressure uplift.
+49906,2024-06-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.005,False,Vibration harmonics broadened during extended production run.
+49907,2024-06-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.881,False,Warning threshold updated for pilot predictive-maintenance model.
+49908,2024-06-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.633,False,Temperature remained elevated during unscheduled overtime run.
+49909,2024-06-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.959,False,Temporary gateway failover completed without data loss.
+49910,2024-06-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.559,False,Vibration baseline recovered after tool holder replacement.
+49911,2024-06-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.716,False,Transient outlier matched forklift impact near cabinet wall.
+49912,2024-06-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.835,False,Sensor battery health remains nominal after firmware update.
+49913,2024-06-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49914,2024-06-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.78,False,Maintenance crew confirmed lubrication interval was missed.
+49915,2024-06-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Press cycle dwell time lengthened during high-volume batch.
+49916,2024-06-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.116,False,Warning threshold updated for pilot predictive-maintenance model.
+49917,2024-06-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Thermal ramp exceeded expected warmup curve before shift start.
+49918,2024-06-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.559,False,Bearing temperature rising faster than baseline on spindle cell.
+49919,2024-06-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.857,False,Humidity baseline improved after seal replacement.
+49920,2024-06-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.433,False,Transient outlier matched forklift impact near cabinet wall.
+49921,2024-06-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.787,False,Thermal ramp exceeded expected warmup curve before shift start.
+49922,2024-06-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.645,False,Maintenance note logged for coupling imbalance inspection.
+49923,2024-06-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.093,False,Temporary gateway failover completed without data loss.
+49924,2024-06-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Maintenance crew confirmed lubrication interval was missed.
+49925,2024-06-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.463,False,Dust extraction fan offline for 18 minutes on line finishing.
+49926,2024-06-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49927,2024-06-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49928,2024-06-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.183,False,Transient outlier matched forklift impact near cabinet wall.
+49929,2024-06-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.41,False,Coolant loop adjustment reduced chamber temperature spread.
+49930,2024-06-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.019,False,Transient outlier matched forklift impact near cabinet wall.
+49931,2024-06-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Temperature remained elevated during unscheduled overtime run.
+49932,2024-06-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.88,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49933,2024-06-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Shift handoff note referenced unusual noise near press enclosure.
+49934,2024-06-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.33,False,Dust extraction fan offline for 18 minutes on line finishing.
+49935,2024-06-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.775,False,Telemetry quality flag downgraded during sensor self-test window.
+49936,2024-06-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.436,False,Temperature variance narrowed after coolant nozzle cleaning.
+49937,2024-06-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.514,False,SCADA backfill inserted two delayed telemetry points.
+49938,2024-06-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.609,False,Operator reset acknowledged after red-tag inspection.
+49939,2024-06-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Transient outlier matched forklift impact near cabinet wall.
+49940,2024-06-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.406,False,Transient outlier matched forklift impact near cabinet wall.
+49941,2024-06-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.947,False,Sensor heartbeat delayed by one interval after gateway retry.
+49942,2024-06-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.252,False,Pressure peak corresponds to oversized billet batch processing.
+49943,2024-06-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Edge collector replayed buffered events after network recovery.
+49944,2024-06-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.539,False,Sensor signal clipping observed during startup surge.
+49945,2024-06-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Sensor signal clipping observed during startup surge.
+49946,2024-06-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.433,False,Hydraulic line pressure oscillation detected under load.
+49947,2024-06-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Humidity climbed during dock-door open period in afternoon shift.
+49948,2024-06-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.872,False,Sensor heartbeat delayed by one interval after gateway retry.
+49949,2024-06-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Air handler maintenance reduced humidity variance on finishing line.
+49950,2024-06-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.619,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49951,2024-06-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Sensor signal clipping observed during startup surge.
+49952,2024-06-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.335,False,Telemetry quality flag downgraded during sensor self-test window.
+49953,2024-06-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.6,False,Humidity baseline improved after seal replacement.
+49954,2024-06-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.408,False,Press cycle dwell time lengthened during high-volume batch.
+49955,2024-06-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.455,False,Sensor 1 spike sequence matches historical bearing fault pattern.
+49956,2024-06-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.064,False,Warning threshold updated for pilot predictive-maintenance model.
+49957,2024-06-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.312,False,SCADA backfill inserted two delayed telemetry points.
+49958,2024-06-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.722,False,Maintenance scheduler deferred calibration due to spare shortage.
+49959,2024-06-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.213,False,Vibration baseline recovered after tool holder replacement.
+49960,2024-06-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.426,False,Machine throughput increase drove sustained pressure uplift.
+49961,2024-06-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Quality hold reduced finishing booth activity for one shift.
+49962,2024-06-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.518,False,Thermal overshoot event coincided with recipe change on furnace.
+49963,2024-06-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Sensor signal clipping observed during startup surge.
+49964,2024-06-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.35,False,Supervisory alert generated after three consecutive threshold breaches.
+49965,2024-06-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.307,False,Operator reported intermittent chatter on machine CNC-04.
+49966,2024-06-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.537,False,Thermal ramp exceeded expected warmup curve before shift start.
+49967,2024-06-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Sensor battery health remains nominal after firmware update.
+49968,2024-06-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.36,False,Short-lived packet loss observed at edge gateway gw-02.
+49969,2024-06-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Hydraulic line pressure oscillation detected under load.
+49970,2024-06-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.924,False,Vibration harmonics broadened during extended production run.
+49971,2024-06-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
+49972,2024-06-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.009,False,Sensor 3 drift suspected after cross-check with manual gauge.
+49973,2024-06-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.78,False,Packaging line stop reduced adjacent vibration background.
+49974,2024-06-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.775,False,Telemetry quality flag downgraded during sensor self-test window.
+49975,2024-06-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Humidity readings track seasonal rise across late spring.
+49976,2024-06-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.1,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49977,2024-06-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Sensor signal clipping observed during startup surge.
+49978,2024-06-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.775,False,Condensation warning cleared after dehumidifier ramp-up.
+49979,2024-06-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.999,False,Operator reported intermittent chatter on machine CNC-04.
+49980,2024-06-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.291,False,Sensor signal clipping observed during startup surge.
+49981,2024-06-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49982,2024-06-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.963,False,Air handler maintenance reduced humidity variance on finishing line.
+49983,2024-06-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.642,False,Vibration baseline recovered after tool holder replacement.
+49984,2024-06-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.405,False,Machine idle period extended during planned sanitation window.
+49985,2024-06-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Shift handoff note referenced unusual noise near press enclosure.
+49986,2024-06-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.86,False,Maintenance crew confirmed lubrication interval was missed.
+49987,2024-06-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.768,False,Temperature variance narrowed after coolant nozzle cleaning.
+49988,2024-06-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.263,False,Edge collector replayed buffered events after network recovery.
+49989,2024-06-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.713,False,Anomaly review flagged possible bearing wear progression.
+49990,2024-06-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.833,False,Hydraulic line pressure oscillation detected under load.
+49991,2024-06-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.753,False,Maintenance note logged for coupling imbalance inspection.
+49992,2024-06-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.216,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
+49993,2024-06-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.609,False,Operator reported intermittent chatter on machine CNC-04.
+49994,2024-06-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.036,False,Ambient temperature stabilized after HVAC stage-two engagement.
+49995,2024-06-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Machine idle period extended during planned sanitation window.
+49996,2024-06-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.935,False,Press cycle dwell time lengthened during high-volume batch.
+49997,2024-06-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.248,False,Maintenance crew confirmed lubrication interval was missed.
+49998,2024-06-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.82,False,Humidity readings track seasonal rise across late spring.
+49999,2024-06-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.279,False,Bearing temperature rising faster than baseline on spindle cell.
+50000,2024-06-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.982,False,Coolant loop adjustment reduced chamber temperature spread.